Merge branch 'master' into codespell-2

CHANGELOG.md

@@ -1,5 +1,184 @@
+## ClickHouse release 20.6
+
+### ClickHouse release v20.6.3.28-stable 
+
+#### New Feature
+
+* Added an initial implementation of `EXPLAIN` query. Syntax: `EXPLAIN SELECT ...`. This fixes [#1118](https://github.com/ClickHouse/ClickHouse/issues/1118). [#11873](https://github.com/ClickHouse/ClickHouse/pull/11873) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Added storage `RabbitMQ`. [#11069](https://github.com/ClickHouse/ClickHouse/pull/11069) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Implemented PostgreSQL-like `ILIKE` operator for [#11710](https://github.com/ClickHouse/ClickHouse/issues/11710). [#12125](https://github.com/ClickHouse/ClickHouse/pull/12125) ([Mike](https://github.com/myrrc)).
+* Supported RIGHT and FULL JOIN with `SET join_algorithm = 'partial_merge'`. Only ALL strictness is allowed (ANY, SEMI, ANTI, ASOF are not). [#12118](https://github.com/ClickHouse/ClickHouse/pull/12118) ([Artem Zuikov](https://github.com/4ertus2)).
+* Added a function `initializeAggregation` to initialize an aggregation based on a single value. [#12109](https://github.com/ClickHouse/ClickHouse/pull/12109) ([Guillaume Tassery](https://github.com/YiuRULE)).
+* Supported `ALTER TABLE ... [ADD|MODIFY] COLUMN ... FIRST` [#4006](https://github.com/ClickHouse/ClickHouse/issues/4006). [#12073](https://github.com/ClickHouse/ClickHouse/pull/12073) ([Winter Zhang](https://github.com/zhang2014)).
+* Added function `parseDateTimeBestEffortUS`. [#12028](https://github.com/ClickHouse/ClickHouse/pull/12028) ([flynn](https://github.com/ucasFL)).
+* Support format `ORC` for output (was supported only for input). [#11662](https://github.com/ClickHouse/ClickHouse/pull/11662) ([Kruglov Pavel](https://github.com/Avogar)).
+
+#### Bug Fix
+
+* Fixed `aggregate function any(x) is found inside another aggregate function in query` error with `SET optimize_move_functions_out_of_any = 1` and aliases inside `any()`. [#13419](https://github.com/ClickHouse/ClickHouse/pull/13419) ([Artem Zuikov](https://github.com/4ertus2)).
+* Fixed `PrettyCompactMonoBlock` for clickhouse-local. Fixed extremes/totals with `PrettyCompactMonoBlock`. This fixes [#7746](https://github.com/ClickHouse/ClickHouse/issues/7746). [#13394](https://github.com/ClickHouse/ClickHouse/pull/13394) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed possible error `Totals having transform was already added to pipeline` in case of a query from delayed replica. [#13290](https://github.com/ClickHouse/ClickHouse/pull/13290) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* The server may crash if user passed specifically crafted arguments to the function `h3ToChildren`. This fixes [#13275](https://github.com/ClickHouse/ClickHouse/issues/13275). [#13277](https://github.com/ClickHouse/ClickHouse/pull/13277) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potentially low performance and slightly incorrect result for `uniqExact`, `topK`, `sumDistinct` and similar aggregate functions called on Float types with NaN values. It also triggered assert in debug build. This fixes [#12491](https://github.com/ClickHouse/ClickHouse/issues/12491). [#13254](https://github.com/ClickHouse/ClickHouse/pull/13254) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed function if with nullable constexpr as cond that is not literal NULL. Fixes [#12463](https://github.com/ClickHouse/ClickHouse/issues/12463). [#13226](https://github.com/ClickHouse/ClickHouse/pull/13226) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed assert in `arrayElement` function in case of array elements are Nullable and array subscript is also Nullable. This fixes [#12172](https://github.com/ClickHouse/ClickHouse/issues/12172). [#13224](https://github.com/ClickHouse/ClickHouse/pull/13224) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed `DateTime64` conversion functions with constant argument. [#13205](https://github.com/ClickHouse/ClickHouse/pull/13205) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed wrong index analysis with functions. It could lead to pruning wrong parts, while reading from `MergeTree` tables. Fixes [#13060](https://github.com/ClickHouse/ClickHouse/issues/13060). Fixes [#12406](https://github.com/ClickHouse/ClickHouse/issues/12406). [#13081](https://github.com/ClickHouse/ClickHouse/pull/13081) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed error `Cannot convert column because it is constant but values of constants are different in source and result` for remote queries which use deterministic functions in scope of query, but not deterministic between queries, like `now()`, `now64()`, `randConstant()`. Fixes [#11327](https://github.com/ClickHouse/ClickHouse/issues/11327). [#13075](https://github.com/ClickHouse/ClickHouse/pull/13075) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed unnecessary limiting for the number of threads for selects from local replica. [#12840](https://github.com/ClickHouse/ClickHouse/pull/12840) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed rare bug when `ALTER DELETE` and `ALTER MODIFY COLUMN` queries executed simultaneously as a single mutation. Bug leads to an incorrect amount of rows in `count.txt` and as a consequence incorrect data in part. Also, fix a small bug with simultaneous `ALTER RENAME COLUMN` and `ALTER ADD COLUMN`. [#12760](https://github.com/ClickHouse/ClickHouse/pull/12760) ([alesapin](https://github.com/alesapin)).
+* Fixed `CAST(Nullable(String), Enum())`. [#12745](https://github.com/ClickHouse/ClickHouse/pull/12745) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed a performance with large tuples, which are interpreted as functions in `IN` section. The case when user write `WHERE x IN tuple(1, 2, ...)` instead of `WHERE x IN (1, 2, ...)` for some obscure reason. [#12700](https://github.com/ClickHouse/ClickHouse/pull/12700) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed memory tracking for `input_format_parallel_parsing` (by attaching thread to group). [#12672](https://github.com/ClickHouse/ClickHouse/pull/12672) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed bloom filter index with const expression. This fixes [#10572](https://github.com/ClickHouse/ClickHouse/issues/10572). [#12659](https://github.com/ClickHouse/ClickHouse/pull/12659) ([Winter Zhang](https://github.com/zhang2014)).
+* Fixed `SIGSEGV` in `StorageKafka` when broker is unavailable (and not only). [#12658](https://github.com/ClickHouse/ClickHouse/pull/12658) ([Azat Khuzhin](https://github.com/azat)).
+* Added support for function `if` with `Array(UUID)` arguments. This fixes [#11066](https://github.com/ClickHouse/ClickHouse/issues/11066). [#12648](https://github.com/ClickHouse/ClickHouse/pull/12648) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* `CREATE USER IF NOT EXISTS` now doesn't throw exception if the user exists. This fixes [#12507](https://github.com/ClickHouse/ClickHouse/issues/12507). [#12646](https://github.com/ClickHouse/ClickHouse/pull/12646) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Better exception message in disk access storage. [#12625](https://github.com/ClickHouse/ClickHouse/pull/12625) ([alesapin](https://github.com/alesapin)).
+* The function `groupArrayMoving*` was not working for distributed queries. It's result was calculated within incorrect data type (without promotion to the largest type). The function `groupArrayMovingAvg` was returning integer number that was inconsistent with the `avg` function. This fixes [#12568](https://github.com/ClickHouse/ClickHouse/issues/12568). [#12622](https://github.com/ClickHouse/ClickHouse/pull/12622) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed lack of aliases with function `any`. [#12593](https://github.com/ClickHouse/ClickHouse/pull/12593) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed race condition in external dictionaries with cache layout which can lead server crash. [#12566](https://github.com/ClickHouse/ClickHouse/pull/12566) ([alesapin](https://github.com/alesapin)).
+* Remove data for Distributed tables (blocks from async INSERTs) on DROP TABLE. [#12556](https://github.com/ClickHouse/ClickHouse/pull/12556) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed bug which lead to broken old parts after `ALTER DELETE` query when `enable_mixed_granularity_parts=1`. Fixes [#12536](https://github.com/ClickHouse/ClickHouse/issues/12536). [#12543](https://github.com/ClickHouse/ClickHouse/pull/12543) ([alesapin](https://github.com/alesapin)).
+* Better exception for function `in` with invalid number of arguments. [#12529](https://github.com/ClickHouse/ClickHouse/pull/12529) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixing race condition in live view tables which could cause data duplication. [#12519](https://github.com/ClickHouse/ClickHouse/pull/12519) ([vzakaznikov](https://github.com/vzakaznikov)).
+* Fixed performance issue, while reading from compact parts. [#12492](https://github.com/ClickHouse/ClickHouse/pull/12492) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed backwards compatibility in binary format of `AggregateFunction(avg, ...)` values. This fixes [#12342](https://github.com/ClickHouse/ClickHouse/issues/12342). [#12486](https://github.com/ClickHouse/ClickHouse/pull/12486) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed SETTINGS parse after FORMAT. [#12480](https://github.com/ClickHouse/ClickHouse/pull/12480) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed the deadlock if `text_log` is enabled. [#12452](https://github.com/ClickHouse/ClickHouse/pull/12452) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed overflow when very large `LIMIT` or `OFFSET` is specified. This fixes [#10470](https://github.com/ClickHouse/ClickHouse/issues/10470). This fixes [#11372](https://github.com/ClickHouse/ClickHouse/issues/11372). [#12427](https://github.com/ClickHouse/ClickHouse/pull/12427) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed possible segfault if `StorageMerge`. This fixes [#12054](https://github.com/ClickHouse/ClickHouse/issues/12054). [#12401](https://github.com/ClickHouse/ClickHouse/pull/12401) ([tavplubix](https://github.com/tavplubix)).
+* Reverted change introduced in [#11079](https://github.com/ClickHouse/ClickHouse/issues/11079) to resolve [#12098](https://github.com/ClickHouse/ClickHouse/issues/12098). [#12397](https://github.com/ClickHouse/ClickHouse/pull/12397) ([Mike](https://github.com/myrrc)).
+* Additional check for arguments of bloom filter index. This fixes [#11408](https://github.com/ClickHouse/ClickHouse/issues/11408). [#12388](https://github.com/ClickHouse/ClickHouse/pull/12388) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Avoid exception when negative or floating point constant is used in WHERE condition for indexed tables. This fixes [#11905](https://github.com/ClickHouse/ClickHouse/issues/11905). [#12384](https://github.com/ClickHouse/ClickHouse/pull/12384) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Allowed to `CLEAR` column even if there are depending `DEFAULT` expressions. This fixes [#12333](https://github.com/ClickHouse/ClickHouse/issues/12333). [#12378](https://github.com/ClickHouse/ClickHouse/pull/12378) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fix `TOTALS/ROLLUP/CUBE` for aggregate functions with `-State` and `Nullable` arguments. This fixes [#12163](https://github.com/ClickHouse/ClickHouse/issues/12163). [#12376](https://github.com/ClickHouse/ClickHouse/pull/12376) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed error message and exit codes for `ALTER RENAME COLUMN` queries, when `RENAME` is not allowed. Fixes [#12301](https://github.com/ClickHouse/ClickHouse/issues/12301) and [#12303](https://github.com/ClickHouse/ClickHouse/issues/12303). [#12335](https://github.com/ClickHouse/ClickHouse/pull/12335) ([alesapin](https://github.com/alesapin)).
+* Fixed very rare race condition in `ReplicatedMergeTreeQueue`. [#12315](https://github.com/ClickHouse/ClickHouse/pull/12315) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* When using codec `Delta` or `DoubleDelta` with non fixed width types, exception with code `LOGICAL_ERROR` was returned instead of exception with code `BAD_ARGUMENTS` (we ensure that exceptions with code logical error never happen). This fixes [#12110](https://github.com/ClickHouse/ClickHouse/issues/12110). [#12308](https://github.com/ClickHouse/ClickHouse/pull/12308) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed order of columns in `WITH FILL` modifier. Previously order of columns of `ORDER BY` statement wasn't respected. [#12306](https://github.com/ClickHouse/ClickHouse/pull/12306) ([Anton Popov](https://github.com/CurtizJ)).
+* Avoid "bad cast" exception when there is an expression that filters data by virtual columns (like `_table` in `Merge` tables) or by "index" columns in system tables such as filtering by database name when querying from `system.tables`, and this expression returns `Nullable` type. This fixes [#12166](https://github.com/ClickHouse/ClickHouse/issues/12166). [#12305](https://github.com/ClickHouse/ClickHouse/pull/12305) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed `TTL` after renaming column, on which depends TTL expression. [#12304](https://github.com/ClickHouse/ClickHouse/pull/12304) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed SIGSEGV if there is an message with error in the middle of the batch in `Kafka` Engine. [#12302](https://github.com/ClickHouse/ClickHouse/pull/12302) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed the situation when some threads might randomly hang for a few seconds during `DNS` cache updating. [#12296](https://github.com/ClickHouse/ClickHouse/pull/12296) ([tavplubix](https://github.com/tavplubix)).
+* Fixed typo in setting name. [#12292](https://github.com/ClickHouse/ClickHouse/pull/12292) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Show error after `TrieDictionary` failed to load. [#12290](https://github.com/ClickHouse/ClickHouse/pull/12290) ([Vitaly Baranov](https://github.com/vitlibar)).
+* The function `arrayFill` worked incorrectly for empty arrays that may lead to crash. This fixes [#12263](https://github.com/ClickHouse/ClickHouse/issues/12263). [#12279](https://github.com/ClickHouse/ClickHouse/pull/12279) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Implement conversions to the common type for `LowCardinality` types. This allows to execute UNION ALL of tables with columns of LowCardinality and other columns. This fixes [#8212](https://github.com/ClickHouse/ClickHouse/issues/8212). This fixes [#4342](https://github.com/ClickHouse/ClickHouse/issues/4342). [#12275](https://github.com/ClickHouse/ClickHouse/pull/12275) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed the behaviour on reaching redirect limit in request to `S3` storage. [#12256](https://github.com/ClickHouse/ClickHouse/pull/12256) ([ianton-ru](https://github.com/ianton-ru)).
+* Fixed the behaviour when during multiple sequential inserts in `StorageFile` header for some special types was written more than once. This fixed [#6155](https://github.com/ClickHouse/ClickHouse/issues/6155). [#12197](https://github.com/ClickHouse/ClickHouse/pull/12197) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fixed logical functions for UInt8 values when they are not equal to 0 or 1. [#12196](https://github.com/ClickHouse/ClickHouse/pull/12196) ([Alexander Kazakov](https://github.com/Akazz)).
+* Cap max_memory_usage* limits to the process resident memory. [#12182](https://github.com/ClickHouse/ClickHouse/pull/12182) ([Azat Khuzhin](https://github.com/azat)).
+* Fix dictGet arguments check during `GROUP BY` injective functions elimination. [#12179](https://github.com/ClickHouse/ClickHouse/pull/12179) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed the behaviour when `SummingMergeTree` engine sums up columns from partition key. Added an exception in case of explicit definition of columns to sum which intersects with partition key columns. This fixes [#7867](https://github.com/ClickHouse/ClickHouse/issues/7867). [#12173](https://github.com/ClickHouse/ClickHouse/pull/12173) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Don't split the dictionary source's table name into schema and table name itself if ODBC connection doesn't support schema. [#12165](https://github.com/ClickHouse/ClickHouse/pull/12165) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fixed wrong logic in `ALTER DELETE` that leads to deleting of records when condition evaluates to NULL. This fixes [#9088](https://github.com/ClickHouse/ClickHouse/issues/9088). This closes [#12106](https://github.com/ClickHouse/ClickHouse/issues/12106). [#12153](https://github.com/ClickHouse/ClickHouse/pull/12153) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed transform of query to send to external DBMS (e.g. MySQL, ODBC) in presense of aliases. This fixes [#12032](https://github.com/ClickHouse/ClickHouse/issues/12032). [#12151](https://github.com/ClickHouse/ClickHouse/pull/12151) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed bad code in redundant ORDER BY optimization. The bug was introduced in [#10067](https://github.com/ClickHouse/ClickHouse/issues/10067). [#12148](https://github.com/ClickHouse/ClickHouse/pull/12148) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential overflow in integer division. This fixes [#12119](https://github.com/ClickHouse/ClickHouse/issues/12119). [#12140](https://github.com/ClickHouse/ClickHouse/pull/12140) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential infinite loop in `greatCircleDistance`, `geoDistance`. This fixes [#12117](https://github.com/ClickHouse/ClickHouse/issues/12117). [#12137](https://github.com/ClickHouse/ClickHouse/pull/12137) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Normalize "pid" file handling. In previous versions the server may refuse to start if it was killed without proper shutdown and if there is another process that has the same pid as previously runned server. Also pid file may be removed in unsuccessful server startup even if there is another server running. This fixes [#3501](https://github.com/ClickHouse/ClickHouse/issues/3501). [#12133](https://github.com/ClickHouse/ClickHouse/pull/12133) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed bug which leads to incorrect table metadata in ZooKeepeer for ReplicatedVersionedCollapsingMergeTree tables. Fixes [#12093](https://github.com/ClickHouse/ClickHouse/issues/12093). [#12121](https://github.com/ClickHouse/ClickHouse/pull/12121) ([alesapin](https://github.com/alesapin)).
+* Avoid "There is no query" exception for materialized views with joins or with subqueries attached to system logs (system.query_log, metric_log, etc) or to engine=Buffer underlying table. [#12120](https://github.com/ClickHouse/ClickHouse/pull/12120) ([filimonov](https://github.com/filimonov)).
+* Fixed handling dependency of table with ENGINE=Dictionary on dictionary. This fixes [#10994](https://github.com/ClickHouse/ClickHouse/issues/10994). This fixes [#10397](https://github.com/ClickHouse/ClickHouse/issues/10397). [#12116](https://github.com/ClickHouse/ClickHouse/pull/12116) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Format `Parquet` now properly works with `LowCardinality` and `LowCardinality(Nullable)` types. Fixes [#12086](https://github.com/ClickHouse/ClickHouse/issues/12086), [#8406](https://github.com/ClickHouse/ClickHouse/issues/8406). [#12108](https://github.com/ClickHouse/ClickHouse/pull/12108) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed performance for selects with `UNION` caused by wrong limit for the total number of threads. Fixes [#12030](https://github.com/ClickHouse/ClickHouse/issues/12030). [#12103](https://github.com/ClickHouse/ClickHouse/pull/12103) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed segfault with `-StateResample` combinators. [#12092](https://github.com/ClickHouse/ClickHouse/pull/12092) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed empty `result_rows` and `result_bytes` metrics in `system.quey_log` for selects. Fixes [#11595](https://github.com/ClickHouse/ClickHouse/issues/11595). [#12089](https://github.com/ClickHouse/ClickHouse/pull/12089) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed unnecessary limiting the number of threads for selects from `VIEW`. Fixes [#11937](https://github.com/ClickHouse/ClickHouse/issues/11937). [#12085](https://github.com/ClickHouse/ClickHouse/pull/12085) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed SIGSEGV in StorageKafka on DROP TABLE. [#12075](https://github.com/ClickHouse/ClickHouse/pull/12075) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed possible crash while using wrong type for `PREWHERE`. Fixes [#12053](https://github.com/ClickHouse/ClickHouse/issues/12053), [#12060](https://github.com/ClickHouse/ClickHouse/issues/12060). [#12060](https://github.com/ClickHouse/ClickHouse/pull/12060) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed error `Cannot capture column` for higher-order functions with `Tuple(LowCardinality)` argument. Fixes [#9766](https://github.com/ClickHouse/ClickHouse/issues/9766). [#12055](https://github.com/ClickHouse/ClickHouse/pull/12055) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed constraints check if constraint is a constant expression. This fixes [#11360](https://github.com/ClickHouse/ClickHouse/issues/11360). [#12042](https://github.com/ClickHouse/ClickHouse/pull/12042) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed wrong result and potential crash when invoking function `if` with arguments of type `FixedString` with different sizes. This fixes [#11362](https://github.com/ClickHouse/ClickHouse/issues/11362). [#12021](https://github.com/ClickHouse/ClickHouse/pull/12021) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+
+#### Improvement
+
+* Allowed to set `JOIN` kind and type in more standard way: `LEFT SEMI JOIN` instead of `SEMI LEFT JOIN`. For now both are correct. [#12520](https://github.com/ClickHouse/ClickHouse/pull/12520) ([Artem Zuikov](https://github.com/4ertus2)).
+* lifetime_rows/lifetime_bytes for Buffer engine. [#12421](https://github.com/ClickHouse/ClickHouse/pull/12421) ([Azat Khuzhin](https://github.com/azat)).
+* Write the detail exception message to the client instead of 'MySQL server has gone away'. [#12383](https://github.com/ClickHouse/ClickHouse/pull/12383) ([BohuTANG](https://github.com/BohuTANG)).
+* Allows to change a charset which is used for printing grids borders. Available charsets are following: UTF-8, ASCII. Setting `output_format_pretty_grid_charset` enables this feature. [#12372](https://github.com/ClickHouse/ClickHouse/pull/12372) ([Sabyanin Maxim](https://github.com/s-mx)).
+* Supported MySQL 'SELECT DATABASE()' [#9336](https://github.com/ClickHouse/ClickHouse/issues/9336) 2. Add MySQL replacement query integration test. [#12314](https://github.com/ClickHouse/ClickHouse/pull/12314) ([BohuTANG](https://github.com/BohuTANG)).
+* Added `KILL QUERY [connection_id]` for the MySQL client/driver to cancel the long query, issue [#12038](https://github.com/ClickHouse/ClickHouse/issues/12038). [#12152](https://github.com/ClickHouse/ClickHouse/pull/12152) ([BohuTANG](https://github.com/BohuTANG)).
+* Added support for `%g` (two digit ISO year) and `%G` (four digit ISO year) substitutions in `formatDateTime` function. [#12136](https://github.com/ClickHouse/ClickHouse/pull/12136) ([vivarum](https://github.com/vivarum)).
+* Added 'type' column in system.disks. [#12115](https://github.com/ClickHouse/ClickHouse/pull/12115) ([ianton-ru](https://github.com/ianton-ru)).
+* Improved `REVOKE` command: now it requires grant/admin option for only access which will be revoked. For example, to execute `REVOKE ALL ON *.* FROM user1` now it doesn't require to have full access rights granted with grant option. Added command `REVOKE ALL FROM user1` - it revokes all granted roles from `user1`. [#12083](https://github.com/ClickHouse/ClickHouse/pull/12083) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Added replica priority for load_balancing (for manual prioritization of the load balancing). [#11995](https://github.com/ClickHouse/ClickHouse/pull/11995) ([Azat Khuzhin](https://github.com/azat)).
+* Switched paths in S3 metadata to relative which allows to handle S3 blobs more easily. [#11892](https://github.com/ClickHouse/ClickHouse/pull/11892) ([Vladimir Chebotarev](https://github.com/excitoon)).
+
+#### Performance Improvement
+
+* Improved performace of 'ORDER BY' and 'GROUP BY' by prefix of sorting key (enabled with `optimize_aggregation_in_order` setting, disabled by default). [#11696](https://github.com/ClickHouse/ClickHouse/pull/11696) ([Anton Popov](https://github.com/CurtizJ)).
+* Removed injective functions inside `uniq*()` if `set optimize_injective_functions_inside_uniq=1`. [#12337](https://github.com/ClickHouse/ClickHouse/pull/12337) ([Ruslan Kamalov](https://github.com/kamalov-ruslan)).
+* Index not used for IN operator with literals", performance regression introduced around v19.3. This fixes "[#10574](https://github.com/ClickHouse/ClickHouse/issues/10574). [#12062](https://github.com/ClickHouse/ClickHouse/pull/12062) ([nvartolomei](https://github.com/nvartolomei)).
+* Implemented single part uploads for DiskS3 (experimental feature). [#12026](https://github.com/ClickHouse/ClickHouse/pull/12026) ([Vladimir Chebotarev](https://github.com/excitoon)).
+
+#### Experimental Feature
+* Added new in-memory format of parts in `MergeTree`-family tables, which stores data in memory. Parts are written on disk at first merge. Part will be created in in-memory format if its size in rows or bytes is below thresholds `min_rows_for_compact_part` and `min_bytes_for_compact_part`. Also optional support of Write-Ahead-Log is available, which is enabled by default and is controlled by setting `in_memory_parts_enable_wal`. [#10697](https://github.com/ClickHouse/ClickHouse/pull/10697) ([Anton Popov](https://github.com/CurtizJ)).
+
+#### Build/Testing/Packaging Improvement
+
+* Implement AST-based query fuzzing mode for clickhouse-client. See [this label](https://github.com/ClickHouse/ClickHouse/issues?q=label%3Afuzz+is%3Aissue) for the list of issues we recently found by fuzzing. Most of them were found by this tool, and a couple by SQLancer and `00746_sql_fuzzy.pl`. [#12111](https://github.com/ClickHouse/ClickHouse/pull/12111) ([Alexander Kuzmenkov](https://github.com/akuzm)).
+* Add new type of tests based on Testflows framework. [#12090](https://github.com/ClickHouse/ClickHouse/pull/12090) ([vzakaznikov](https://github.com/vzakaznikov)).
+* Added S3 HTTPS integration test. [#12412](https://github.com/ClickHouse/ClickHouse/pull/12412) ([Pavel Kovalenko](https://github.com/Jokser)).
+* Log sanitizer trap messages from separate thread. This will prevent possible deadlock under thread sanitizer. [#12313](https://github.com/ClickHouse/ClickHouse/pull/12313) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Now functional and stress tests will be able to run with old version of `clickhouse-test` script. [#12287](https://github.com/ClickHouse/ClickHouse/pull/12287) ([alesapin](https://github.com/alesapin)).
+* Remove strange file creation during build in `orc`. [#12258](https://github.com/ClickHouse/ClickHouse/pull/12258) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Place common docker compose files to integration docker container. [#12168](https://github.com/ClickHouse/ClickHouse/pull/12168) ([Ilya Yatsishin](https://github.com/qoega)).
+* Fix warnings from CodeQL. `CodeQL` is another static analyzer that we will use along with `clang-tidy` and `PVS-Studio` that we use already. [#12138](https://github.com/ClickHouse/ClickHouse/pull/12138) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Minor CMake fixes for UNBUNDLED build. [#12131](https://github.com/ClickHouse/ClickHouse/pull/12131) ([Matwey V. Kornilov](https://github.com/matwey)).
+* Added a showcase of the minimal Docker image without using any Linux distribution. [#12126](https://github.com/ClickHouse/ClickHouse/pull/12126) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Perform an upgrade of system packages in the `clickhouse-server` docker image. [#12124](https://github.com/ClickHouse/ClickHouse/pull/12124) ([Ivan Blinkov](https://github.com/blinkov)).
+* Add `UNBUNDLED` flag to `system.build_options` table. Move skip lists for `clickhouse-test` to clickhouse repo. [#12107](https://github.com/ClickHouse/ClickHouse/pull/12107) ([alesapin](https://github.com/alesapin)).
+* Regular check by [Anchore Container Analysis](https://docs.anchore.com) security analysis tool that looks for [CVE](https://cve.mitre.org/) in `clickhouse-server` Docker image. Also confirms that `Dockerfile` is buildable. Runs daily on `master` and on pull-requests to `Dockerfile`. [#12102](https://github.com/ClickHouse/ClickHouse/pull/12102) ([Ivan Blinkov](https://github.com/blinkov)).
+* Daily check by [GitHub CodeQL](https://securitylab.github.com/tools/codeql) security analysis tool that looks for [CWE](https://cwe.mitre.org/). [#12101](https://github.com/ClickHouse/ClickHouse/pull/12101) ([Ivan Blinkov](https://github.com/blinkov)).
+* Install `ca-certificates` before the first `apt-get update` in Dockerfile. [#12095](https://github.com/ClickHouse/ClickHouse/pull/12095) ([Ivan Blinkov](https://github.com/blinkov)).
+
 ## ClickHouse release 20.5
 
+### ClickHouse release v20.5.4.40-stable 2020-08-10
+
+#### Bug Fix
+
+* Fixed wrong index analysis with functions. It could lead to pruning wrong parts, while reading from `MergeTree` tables. Fixes [#13060](https://github.com/ClickHouse/ClickHouse/issues/13060). Fixes [#12406](https://github.com/ClickHouse/ClickHouse/issues/12406). [#13081](https://github.com/ClickHouse/ClickHouse/pull/13081) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed unnecessary limiting for the number of threads for selects from local replica. [#12840](https://github.com/ClickHouse/ClickHouse/pull/12840) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed performance with large tuples, which are interpreted as functions in `IN` section. The case when user write `WHERE x IN tuple(1, 2, ...)` instead of `WHERE x IN (1, 2, ...)` for some obscure reason. [#12700](https://github.com/ClickHouse/ClickHouse/pull/12700) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed memory tracking for input_format_parallel_parsing (by attaching thread to group). [#12672](https://github.com/ClickHouse/ClickHouse/pull/12672) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed bloom filter index with const expression. This fixes [#10572](https://github.com/ClickHouse/ClickHouse/issues/10572). [#12659](https://github.com/ClickHouse/ClickHouse/pull/12659) ([Winter Zhang](https://github.com/zhang2014)).
+* Fixed `SIGSEGV` in `StorageKafka` when broker is unavailable (and not only). [#12658](https://github.com/ClickHouse/ClickHouse/pull/12658) ([Azat Khuzhin](https://github.com/azat)).
+* Added support for function `if` with `Array(UUID)` arguments. This fixes [#11066](https://github.com/ClickHouse/ClickHouse/issues/11066). [#12648](https://github.com/ClickHouse/ClickHouse/pull/12648) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed lack of aliases with function `any`. [#12593](https://github.com/ClickHouse/ClickHouse/pull/12593) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed race condition in external dictionaries with cache layout which can lead server crash. [#12566](https://github.com/ClickHouse/ClickHouse/pull/12566) ([alesapin](https://github.com/alesapin)).
+* Remove data for Distributed tables (blocks from async INSERTs) on DROP TABLE. [#12556](https://github.com/ClickHouse/ClickHouse/pull/12556) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed bug which lead to broken old parts after `ALTER DELETE` query when `enable_mixed_granularity_parts=1`. Fixes [#12536](https://github.com/ClickHouse/ClickHouse/issues/12536). [#12543](https://github.com/ClickHouse/ClickHouse/pull/12543) ([alesapin](https://github.com/alesapin)).
+* Better exception for function `in` with invalid number of arguments. [#12529](https://github.com/ClickHouse/ClickHouse/pull/12529) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed race condition in live view tables which could cause data duplication. [#12519](https://github.com/ClickHouse/ClickHouse/pull/12519) ([vzakaznikov](https://github.com/vzakaznikov)).
+* Fixed performance issue, while reading from compact parts. [#12492](https://github.com/ClickHouse/ClickHouse/pull/12492) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed backwards compatibility in binary format of `AggregateFunction(avg, ...)` values. This fixes [#12342](https://github.com/ClickHouse/ClickHouse/issues/12342). [#12486](https://github.com/ClickHouse/ClickHouse/pull/12486) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed the deadlock if `text_log` is enabled. [#12452](https://github.com/ClickHouse/ClickHouse/pull/12452) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed overflow when very large LIMIT or OFFSET is specified. This fixes [#10470](https://github.com/ClickHouse/ClickHouse/issues/10470). This fixes [#11372](https://github.com/ClickHouse/ClickHouse/issues/11372). [#12427](https://github.com/ClickHouse/ClickHouse/pull/12427) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed possible segfault if StorageMerge. Closes [#12054](https://github.com/ClickHouse/ClickHouse/issues/12054). [#12401](https://github.com/ClickHouse/ClickHouse/pull/12401) ([tavplubix](https://github.com/tavplubix)).
+* Reverts change introduced in [#11079](https://github.com/ClickHouse/ClickHouse/issues/11079) to resolve [#12098](https://github.com/ClickHouse/ClickHouse/issues/12098). [#12397](https://github.com/ClickHouse/ClickHouse/pull/12397) ([Mike](https://github.com/myrrc)).
+* Avoid exception when negative or floating point constant is used in WHERE condition for indexed tables. This fixes [#11905](https://github.com/ClickHouse/ClickHouse/issues/11905). [#12384](https://github.com/ClickHouse/ClickHouse/pull/12384) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Allow to CLEAR column even if there are depending DEFAULT expressions. This fixes [#12333](https://github.com/ClickHouse/ClickHouse/issues/12333). [#12378](https://github.com/ClickHouse/ClickHouse/pull/12378) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed TOTALS/ROLLUP/CUBE for aggregate functions with `-State` and `Nullable` arguments. This fixes [#12163](https://github.com/ClickHouse/ClickHouse/issues/12163). [#12376](https://github.com/ClickHouse/ClickHouse/pull/12376) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed SIGSEGV if there is an message with error in the middle of the batch in `Kafka` Engine. [#12302](https://github.com/ClickHouse/ClickHouse/pull/12302) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed the behaviour when `SummingMergeTree` engine sums up columns from partition key. Added an exception in case of explicit definition of columns to sum which intersects with partition key columns. This fixes [#7867](https://github.com/ClickHouse/ClickHouse/issues/7867). [#12173](https://github.com/ClickHouse/ClickHouse/pull/12173) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fixed transform of query to send to external DBMS (e.g. MySQL, ODBC) in presense of aliases. This fixes [#12032](https://github.com/ClickHouse/ClickHouse/issues/12032). [#12151](https://github.com/ClickHouse/ClickHouse/pull/12151) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed bug which leads to incorrect table metadata in ZooKeepeer for ReplicatedVersionedCollapsingMergeTree tables. Fixes [#12093](https://github.com/ClickHouse/ClickHouse/issues/12093). [#12121](https://github.com/ClickHouse/ClickHouse/pull/12121) ([alesapin](https://github.com/alesapin)).
+* Fixed unnecessary limiting the number of threads for selects from `VIEW`. Fixes [#11937](https://github.com/ClickHouse/ClickHouse/issues/11937). [#12085](https://github.com/ClickHouse/ClickHouse/pull/12085) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed crash in JOIN with LowCardinality type with `join_algorithm=partial_merge`. [#12035](https://github.com/ClickHouse/ClickHouse/pull/12035) ([Artem Zuikov](https://github.com/4ertus2)).
+* Fixed wrong result for `if()` with NULLs in condition. [#11807](https://github.com/ClickHouse/ClickHouse/pull/11807) ([Artem Zuikov](https://github.com/4ertus2)).
+
+#### Performance Improvement
+
+* Index not used for IN operator with literals", performance regression introduced around v19.3. This fixes "[#10574](https://github.com/ClickHouse/ClickHouse/issues/10574). [#12062](https://github.com/ClickHouse/ClickHouse/pull/12062) ([nvartolomei](https://github.com/nvartolomei)).
+
+#### Build/Testing/Packaging Improvement
+
+* Install `ca-certificates` before the first `apt-get update` in Dockerfile. [#12095](https://github.com/ClickHouse/ClickHouse/pull/12095) ([Ivan Blinkov](https://github.com/blinkov)).
+
+
 ### ClickHouse release v20.5.2.7-stable 2020-07-02
 
 #### Backward Incompatible Change
@@ -355,6 +534,80 @@
 
 ## ClickHouse release v20.4
 
+### ClickHouse release v20.4.8.99-stable 2020-08-10
+
+#### Bug Fix
+
+* Fixed error in `parseDateTimeBestEffort` function when unix timestamp was passed as an argument. This fixes [#13362](https://github.com/ClickHouse/ClickHouse/issues/13362). [#13441](https://github.com/ClickHouse/ClickHouse/pull/13441) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potentially low performance and slightly incorrect result for `uniqExact`, `topK`, `sumDistinct` and similar aggregate functions called on Float types with NaN values. It also triggered assert in debug build. This fixes [#12491](https://github.com/ClickHouse/ClickHouse/issues/12491). [#13254](https://github.com/ClickHouse/ClickHouse/pull/13254) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed function if with nullable constexpr as cond that is not literal NULL. Fixes [#12463](https://github.com/ClickHouse/ClickHouse/issues/12463). [#13226](https://github.com/ClickHouse/ClickHouse/pull/13226) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed assert in `arrayElement` function in case of array elements are Nullable and array subscript is also Nullable. This fixes [#12172](https://github.com/ClickHouse/ClickHouse/issues/12172). [#13224](https://github.com/ClickHouse/ClickHouse/pull/13224) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed wrong index analysis with functions. It could lead to pruning wrong parts, while reading from `MergeTree` tables. Fixes [#13060](https://github.com/ClickHouse/ClickHouse/issues/13060). Fixes [#12406](https://github.com/ClickHouse/ClickHouse/issues/12406). [#13081](https://github.com/ClickHouse/ClickHouse/pull/13081) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed unnecessary limiting for the number of threads for selects from local replica. [#12840](https://github.com/ClickHouse/ClickHouse/pull/12840) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed possible extra overflow row in data which could appear for queries `WITH TOTALS`. [#12747](https://github.com/ClickHouse/ClickHouse/pull/12747) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed performance with large tuples, which are interpreted as functions in `IN` section. The case when user write `WHERE x IN tuple(1, 2, ...)` instead of `WHERE x IN (1, 2, ...)` for some obscure reason. [#12700](https://github.com/ClickHouse/ClickHouse/pull/12700) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed memory tracking for `input_format_parallel_parsing` (by attaching thread to group). [#12672](https://github.com/ClickHouse/ClickHouse/pull/12672) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed [#12293](https://github.com/ClickHouse/ClickHouse/issues/12293) allow push predicate when subquery contains with clause. [#12663](https://github.com/ClickHouse/ClickHouse/pull/12663) ([Winter Zhang](https://github.com/zhang2014)).
+* Fixed [#10572](https://github.com/ClickHouse/ClickHouse/issues/10572) fix bloom filter index with const expression. [#12659](https://github.com/ClickHouse/ClickHouse/pull/12659) ([Winter Zhang](https://github.com/zhang2014)).
+* Fixed `SIGSEGV` in `StorageKafka` when broker is unavailable (and not only). [#12658](https://github.com/ClickHouse/ClickHouse/pull/12658) ([Azat Khuzhin](https://github.com/azat)).
+* Added support for function `if` with `Array(UUID)` arguments. This fixes [#11066](https://github.com/ClickHouse/ClickHouse/issues/11066). [#12648](https://github.com/ClickHouse/ClickHouse/pull/12648) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed race condition in external dictionaries with cache layout which can lead server crash. [#12566](https://github.com/ClickHouse/ClickHouse/pull/12566) ([alesapin](https://github.com/alesapin)).
+* Removed data for Distributed tables (blocks from async INSERTs) on DROP TABLE. [#12556](https://github.com/ClickHouse/ClickHouse/pull/12556) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed bug which lead to broken old parts after `ALTER DELETE` query when `enable_mixed_granularity_parts=1`. Fixes [#12536](https://github.com/ClickHouse/ClickHouse/issues/12536). [#12543](https://github.com/ClickHouse/ClickHouse/pull/12543) ([alesapin](https://github.com/alesapin)).
+* Better exception for function `in` with invalid number of arguments. [#12529](https://github.com/ClickHouse/ClickHouse/pull/12529) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed performance issue, while reading from compact parts. [#12492](https://github.com/ClickHouse/ClickHouse/pull/12492) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed crash in JOIN with dictionary when we are joining over expression of dictionary key: `t JOIN dict ON expr(dict.id) = t.id`. Disable dictionary join optimisation for this case. [#12458](https://github.com/ClickHouse/ClickHouse/pull/12458) ([Artem Zuikov](https://github.com/4ertus2)).
+* Fixed possible segfault if StorageMerge. Closes [#12054](https://github.com/ClickHouse/ClickHouse/issues/12054). [#12401](https://github.com/ClickHouse/ClickHouse/pull/12401) ([tavplubix](https://github.com/tavplubix)).
+* Fixed order of columns in `WITH FILL` modifier. Previously order of columns of `ORDER BY` statement wasn't respected. [#12306](https://github.com/ClickHouse/ClickHouse/pull/12306) ([Anton Popov](https://github.com/CurtizJ)).
+* Avoid "bad cast" exception when there is an expression that filters data by virtual columns (like `_table` in `Merge` tables) or by "index" columns in system tables such as filtering by database name when querying from `system.tables`, and this expression returns `Nullable` type. This fixes [#12166](https://github.com/ClickHouse/ClickHouse/issues/12166). [#12305](https://github.com/ClickHouse/ClickHouse/pull/12305) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Show error after TrieDictionary failed to load. [#12290](https://github.com/ClickHouse/ClickHouse/pull/12290) ([Vitaly Baranov](https://github.com/vitlibar)).
+* The function `arrayFill` worked incorrectly for empty arrays that may lead to crash. This fixes [#12263](https://github.com/ClickHouse/ClickHouse/issues/12263). [#12279](https://github.com/ClickHouse/ClickHouse/pull/12279) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Implemented conversions to the common type for `LowCardinality` types. This allows to execute UNION ALL of tables with columns of LowCardinality and other columns. This fixes [#8212](https://github.com/ClickHouse/ClickHouse/issues/8212). This fixes [#4342](https://github.com/ClickHouse/ClickHouse/issues/4342). [#12275](https://github.com/ClickHouse/ClickHouse/pull/12275) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed the behaviour when during multiple sequential inserts in `StorageFile` header for some special types was written more than once. This fixed [#6155](https://github.com/ClickHouse/ClickHouse/issues/6155). [#12197](https://github.com/ClickHouse/ClickHouse/pull/12197) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fixed logical functions for UInt8 values when they are not equal to 0 or 1. [#12196](https://github.com/ClickHouse/ClickHouse/pull/12196) ([Alexander Kazakov](https://github.com/Akazz)).
+* Cap max_memory_usage* limits to the process resident memory. [#12182](https://github.com/ClickHouse/ClickHouse/pull/12182) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed `dictGet` arguments check during GROUP BY injective functions elimination. [#12179](https://github.com/ClickHouse/ClickHouse/pull/12179) ([Azat Khuzhin](https://github.com/azat)).
+* Don't split the dictionary source's table name into schema and table name itself if ODBC connection doesn't support schema. [#12165](https://github.com/ClickHouse/ClickHouse/pull/12165) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fixed wrong logic in `ALTER DELETE` that leads to deleting of records when condition evaluates to NULL. This fixes [#9088](https://github.com/ClickHouse/ClickHouse/issues/9088). This closes [#12106](https://github.com/ClickHouse/ClickHouse/issues/12106). [#12153](https://github.com/ClickHouse/ClickHouse/pull/12153) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed transform of query to send to external DBMS (e.g. MySQL, ODBC) in presense of aliases. This fixes [#12032](https://github.com/ClickHouse/ClickHouse/issues/12032). [#12151](https://github.com/ClickHouse/ClickHouse/pull/12151) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential overflow in integer division. This fixes [#12119](https://github.com/ClickHouse/ClickHouse/issues/12119). [#12140](https://github.com/ClickHouse/ClickHouse/pull/12140) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential infinite loop in `greatCircleDistance`, `geoDistance`. This fixes [#12117](https://github.com/ClickHouse/ClickHouse/issues/12117). [#12137](https://github.com/ClickHouse/ClickHouse/pull/12137) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Normalize "pid" file handling. In previous versions the server may refuse to start if it was killed without proper shutdown and if there is another process that has the same pid as previously runned server. Also pid file may be removed in unsuccessful server startup even if there is another server running. This fixes [#3501](https://github.com/ClickHouse/ClickHouse/issues/3501). [#12133](https://github.com/ClickHouse/ClickHouse/pull/12133) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed handling dependency of table with ENGINE=Dictionary on dictionary. This fixes [#10994](https://github.com/ClickHouse/ClickHouse/issues/10994). This fixes [#10397](https://github.com/ClickHouse/ClickHouse/issues/10397). [#12116](https://github.com/ClickHouse/ClickHouse/pull/12116) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fixed performance for selects with `UNION` caused by wrong limit for the total number of threads. Fixes [#12030](https://github.com/ClickHouse/ClickHouse/issues/12030). [#12103](https://github.com/ClickHouse/ClickHouse/pull/12103) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed segfault with `-StateResample` combinators. [#12092](https://github.com/ClickHouse/ClickHouse/pull/12092) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed empty `result_rows` and `result_bytes` metrics in `system.quey_log` for selects. Fixes [#11595](https://github.com/ClickHouse/ClickHouse/issues/11595). [#12089](https://github.com/ClickHouse/ClickHouse/pull/12089) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed unnecessary limiting the number of threads for selects from `VIEW`. Fixes [#11937](https://github.com/ClickHouse/ClickHouse/issues/11937). [#12085](https://github.com/ClickHouse/ClickHouse/pull/12085) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed possible crash while using wrong type for `PREWHERE`. Fixes [#12053](https://github.com/ClickHouse/ClickHouse/issues/12053), [#12060](https://github.com/ClickHouse/ClickHouse/issues/12060). [#12060](https://github.com/ClickHouse/ClickHouse/pull/12060) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed error `Expected single dictionary argument for function` for function `defaultValueOfArgumentType` with `LowCardinality` type. Fixes [#11808](https://github.com/ClickHouse/ClickHouse/issues/11808). [#12056](https://github.com/ClickHouse/ClickHouse/pull/12056) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed error `Cannot capture column` for higher-order functions with `Tuple(LowCardinality)` argument. Fixes [#9766](https://github.com/ClickHouse/ClickHouse/issues/9766). [#12055](https://github.com/ClickHouse/ClickHouse/pull/12055) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Parse tables metadata in parallel when loading database. This fixes slow server startup when there are large number of tables. [#12045](https://github.com/ClickHouse/ClickHouse/pull/12045) ([tavplubix](https://github.com/tavplubix)).
+* Make `topK` aggregate function return Enum for Enum types. This fixes [#3740](https://github.com/ClickHouse/ClickHouse/issues/3740). [#12043](https://github.com/ClickHouse/ClickHouse/pull/12043) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed constraints check if constraint is a constant expression. This fixes [#11360](https://github.com/ClickHouse/ClickHouse/issues/11360). [#12042](https://github.com/ClickHouse/ClickHouse/pull/12042) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed incorrect comparison of tuples with `Nullable` columns. Fixes [#11985](https://github.com/ClickHouse/ClickHouse/issues/11985). [#12039](https://github.com/ClickHouse/ClickHouse/pull/12039) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed calculation of access rights when allow_introspection_functions=0. [#12031](https://github.com/ClickHouse/ClickHouse/pull/12031) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fixed wrong result and potential crash when invoking function `if` with arguments of type `FixedString` with different sizes. This fixes [#11362](https://github.com/ClickHouse/ClickHouse/issues/11362). [#12021](https://github.com/ClickHouse/ClickHouse/pull/12021) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* A query with function `neighbor` as the only returned expression may return empty result if the function is called with offset `-9223372036854775808`. This fixes [#11367](https://github.com/ClickHouse/ClickHouse/issues/11367). [#12019](https://github.com/ClickHouse/ClickHouse/pull/12019) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed calculation of access rights when allow_ddl=0. [#12015](https://github.com/ClickHouse/ClickHouse/pull/12015) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fixed potential array size overflow in generateRandom that may lead to crash. This fixes [#11371](https://github.com/ClickHouse/ClickHouse/issues/11371). [#12013](https://github.com/ClickHouse/ClickHouse/pull/12013) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential floating point exception. This closes [#11378](https://github.com/ClickHouse/ClickHouse/issues/11378). [#12005](https://github.com/ClickHouse/ClickHouse/pull/12005) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed wrong setting name in log message at server startup. [#11997](https://github.com/ClickHouse/ClickHouse/pull/11997) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed `Query parameter was not set` in `Values` format. Fixes [#11918](https://github.com/ClickHouse/ClickHouse/issues/11918). [#11936](https://github.com/ClickHouse/ClickHouse/pull/11936) ([tavplubix](https://github.com/tavplubix)).
+* Keep aliases for substitutions in query (parametrized queries). This fixes [#11914](https://github.com/ClickHouse/ClickHouse/issues/11914). [#11916](https://github.com/ClickHouse/ClickHouse/pull/11916) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed bug with no moves when changing storage policy from default one. [#11893](https://github.com/ClickHouse/ClickHouse/pull/11893) ([Vladimir Chebotarev](https://github.com/excitoon)).
+* Fixed potential floating point exception when parsing `DateTime64`. This fixes [#11374](https://github.com/ClickHouse/ClickHouse/issues/11374). [#11875](https://github.com/ClickHouse/ClickHouse/pull/11875) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed memory accounting via HTTP interface (can be significant with `wait_end_of_query=1`). [#11840](https://github.com/ClickHouse/ClickHouse/pull/11840) ([Azat Khuzhin](https://github.com/azat)).
+* Parse metadata stored in zookeeper before checking for equality. [#11739](https://github.com/ClickHouse/ClickHouse/pull/11739) ([Azat Khuzhin](https://github.com/azat)).
+
+#### Performance Improvement
+
+* Index not used for IN operator with literals", performance regression introduced around v19.3. This fixes "[#10574](https://github.com/ClickHouse/ClickHouse/issues/10574). [#12062](https://github.com/ClickHouse/ClickHouse/pull/12062) ([nvartolomei](https://github.com/nvartolomei)).
+
+#### Build/Testing/Packaging Improvement
+
+* Install `ca-certificates` before the first `apt-get update` in Dockerfile. [#12095](https://github.com/ClickHouse/ClickHouse/pull/12095) ([Ivan Blinkov](https://github.com/blinkov)).
+
+
 ### ClickHouse release v20.4.6.53-stable 2020-06-25
 
 #### Bug Fix
@@ -762,6 +1015,70 @@ No changes compared to v20.4.3.16-stable.
 
 ## ClickHouse release v20.3
 
+### ClickHouse release v20.3.16.165-lts 2020-08-10
+
+#### Bug Fix
+
+* Fixed error in `parseDateTimeBestEffort` function when unix timestamp was passed as an argument. This fixes [#13362](https://github.com/ClickHouse/ClickHouse/issues/13362). [#13441](https://github.com/ClickHouse/ClickHouse/pull/13441) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potentially low performance and slightly incorrect result for `uniqExact`, `topK`, `sumDistinct` and similar aggregate functions called on Float types with `NaN` values. It also triggered assert in debug build. This fixes [#12491](https://github.com/ClickHouse/ClickHouse/issues/12491). [#13254](https://github.com/ClickHouse/ClickHouse/pull/13254) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed function if with nullable constexpr as cond that is not literal NULL. Fixes [#12463](https://github.com/ClickHouse/ClickHouse/issues/12463). [#13226](https://github.com/ClickHouse/ClickHouse/pull/13226) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed assert in `arrayElement` function in case of array elements are Nullable and array subscript is also Nullable. This fixes [#12172](https://github.com/ClickHouse/ClickHouse/issues/12172). [#13224](https://github.com/ClickHouse/ClickHouse/pull/13224) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed unnecessary limiting for the number of threads for selects from local replica. [#12840](https://github.com/ClickHouse/ClickHouse/pull/12840) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed possible extra overflow row in data which could appear for queries `WITH TOTALS`. [#12747](https://github.com/ClickHouse/ClickHouse/pull/12747) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed performance with large tuples, which are interpreted as functions in `IN` section. The case when user write `WHERE x IN tuple(1, 2, ...)` instead of `WHERE x IN (1, 2, ...)` for some obscure reason. [#12700](https://github.com/ClickHouse/ClickHouse/pull/12700) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed memory tracking for input_format_parallel_parsing (by attaching thread to group). [#12672](https://github.com/ClickHouse/ClickHouse/pull/12672) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed [#12293](https://github.com/ClickHouse/ClickHouse/issues/12293) allow push predicate when subquery contains with clause. [#12663](https://github.com/ClickHouse/ClickHouse/pull/12663) ([Winter Zhang](https://github.com/zhang2014)).
+* Fixed [#10572](https://github.com/ClickHouse/ClickHouse/issues/10572) fix bloom filter index with const expression. [#12659](https://github.com/ClickHouse/ClickHouse/pull/12659) ([Winter Zhang](https://github.com/zhang2014)).
+* Fixed SIGSEGV in StorageKafka when broker is unavailable (and not only). [#12658](https://github.com/ClickHouse/ClickHouse/pull/12658) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed race condition in external dictionaries with cache layout which can lead server crash. [#12566](https://github.com/ClickHouse/ClickHouse/pull/12566) ([alesapin](https://github.com/alesapin)).
+* Fixed bug which lead to broken old parts after `ALTER DELETE` query when `enable_mixed_granularity_parts=1`. Fixes [#12536](https://github.com/ClickHouse/ClickHouse/issues/12536). [#12543](https://github.com/ClickHouse/ClickHouse/pull/12543) ([alesapin](https://github.com/alesapin)).
+* Better exception for function `in` with invalid number of arguments. [#12529](https://github.com/ClickHouse/ClickHouse/pull/12529) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed performance issue, while reading from compact parts. [#12492](https://github.com/ClickHouse/ClickHouse/pull/12492) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed the deadlock if `text_log` is enabled. [#12452](https://github.com/ClickHouse/ClickHouse/pull/12452) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed possible segfault if StorageMerge. Closes [#12054](https://github.com/ClickHouse/ClickHouse/issues/12054). [#12401](https://github.com/ClickHouse/ClickHouse/pull/12401) ([tavplubix](https://github.com/tavplubix)).
+* Fixed `TOTALS/ROLLUP/CUBE` for aggregate functions with `-State` and `Nullable` arguments. This fixes [#12163](https://github.com/ClickHouse/ClickHouse/issues/12163). [#12376](https://github.com/ClickHouse/ClickHouse/pull/12376) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed order of columns in `WITH FILL` modifier. Previously order of columns of `ORDER BY` statement wasn't respected. [#12306](https://github.com/ClickHouse/ClickHouse/pull/12306) ([Anton Popov](https://github.com/CurtizJ)).
+* Avoid "bad cast" exception when there is an expression that filters data by virtual columns (like `_table` in `Merge` tables) or by "index" columns in system tables such as filtering by database name when querying from `system.tables`, and this expression returns `Nullable` type. This fixes [#12166](https://github.com/ClickHouse/ClickHouse/issues/12166). [#12305](https://github.com/ClickHouse/ClickHouse/pull/12305) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Show error after `TrieDictionary` failed to load. [#12290](https://github.com/ClickHouse/ClickHouse/pull/12290) ([Vitaly Baranov](https://github.com/vitlibar)).
+* The function `arrayFill` worked incorrectly for empty arrays that may lead to crash. This fixes [#12263](https://github.com/ClickHouse/ClickHouse/issues/12263). [#12279](https://github.com/ClickHouse/ClickHouse/pull/12279) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Implement conversions to the common type for `LowCardinality` types. This allows to execute UNION ALL of tables with columns of LowCardinality and other columns. This fixes [#8212](https://github.com/ClickHouse/ClickHouse/issues/8212). This fixes [#4342](https://github.com/ClickHouse/ClickHouse/issues/4342). [#12275](https://github.com/ClickHouse/ClickHouse/pull/12275) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed the behaviour when during multiple sequential inserts in `StorageFile` header for some special types was written more than once. This fixed [#6155](https://github.com/ClickHouse/ClickHouse/issues/6155). [#12197](https://github.com/ClickHouse/ClickHouse/pull/12197) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Fixed logical functions for UInt8 values when they are not equal to 0 or 1. [#12196](https://github.com/ClickHouse/ClickHouse/pull/12196) ([Alexander Kazakov](https://github.com/Akazz)).
+* Fixed `dictGet` arguments check during GROUP BY injective functions elimination. [#12179](https://github.com/ClickHouse/ClickHouse/pull/12179) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed wrong logic in `ALTER DELETE` that leads to deleting of records when condition evaluates to NULL. This fixes [#9088](https://github.com/ClickHouse/ClickHouse/issues/9088). This closes [#12106](https://github.com/ClickHouse/ClickHouse/issues/12106). [#12153](https://github.com/ClickHouse/ClickHouse/pull/12153) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed transform of query to send to external DBMS (e.g. MySQL, ODBC) in presense of aliases. This fixes [#12032](https://github.com/ClickHouse/ClickHouse/issues/12032). [#12151](https://github.com/ClickHouse/ClickHouse/pull/12151) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential overflow in integer division. This fixes [#12119](https://github.com/ClickHouse/ClickHouse/issues/12119). [#12140](https://github.com/ClickHouse/ClickHouse/pull/12140) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential infinite loop in `greatCircleDistance`, `geoDistance`. This fixes [#12117](https://github.com/ClickHouse/ClickHouse/issues/12117). [#12137](https://github.com/ClickHouse/ClickHouse/pull/12137) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Avoid `There is no query` exception for materialized views with joins or with subqueries attached to system logs (system.query_log, metric_log, etc) or to engine=Buffer underlying table. [#12120](https://github.com/ClickHouse/ClickHouse/pull/12120) ([filimonov](https://github.com/filimonov)).
+* Fixed performance for selects with `UNION` caused by wrong limit for the total number of threads. Fixes [#12030](https://github.com/ClickHouse/ClickHouse/issues/12030). [#12103](https://github.com/ClickHouse/ClickHouse/pull/12103) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed segfault with `-StateResample` combinators. [#12092](https://github.com/ClickHouse/ClickHouse/pull/12092) ([Anton Popov](https://github.com/CurtizJ)).
+* Fixed unnecessary limiting the number of threads for selects from `VIEW`. Fixes [#11937](https://github.com/ClickHouse/ClickHouse/issues/11937). [#12085](https://github.com/ClickHouse/ClickHouse/pull/12085) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed possible crash while using wrong type for `PREWHERE`. Fixes [#12053](https://github.com/ClickHouse/ClickHouse/issues/12053), [#12060](https://github.com/ClickHouse/ClickHouse/issues/12060). [#12060](https://github.com/ClickHouse/ClickHouse/pull/12060) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed error `Expected single dictionary argument for function` for function `defaultValueOfArgumentType` with `LowCardinality` type. Fixes [#11808](https://github.com/ClickHouse/ClickHouse/issues/11808). [#12056](https://github.com/ClickHouse/ClickHouse/pull/12056) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed error `Cannot capture column` for higher-order functions with `Tuple(LowCardinality)` argument. Fixes [#9766](https://github.com/ClickHouse/ClickHouse/issues/9766). [#12055](https://github.com/ClickHouse/ClickHouse/pull/12055) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Parse tables metadata in parallel when loading database. This fixes slow server startup when there are large number of tables. [#12045](https://github.com/ClickHouse/ClickHouse/pull/12045) ([tavplubix](https://github.com/tavplubix)).
+* Make `topK` aggregate function return Enum for Enum types. This fixes [#3740](https://github.com/ClickHouse/ClickHouse/issues/3740). [#12043](https://github.com/ClickHouse/ClickHouse/pull/12043) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed constraints check if constraint is a constant expression. This fixes [#11360](https://github.com/ClickHouse/ClickHouse/issues/11360). [#12042](https://github.com/ClickHouse/ClickHouse/pull/12042) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed incorrect comparison of tuples with `Nullable` columns. Fixes [#11985](https://github.com/ClickHouse/ClickHouse/issues/11985). [#12039](https://github.com/ClickHouse/ClickHouse/pull/12039) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Fixed wrong result and potential crash when invoking function `if` with arguments of type `FixedString` with different sizes. This fixes [#11362](https://github.com/ClickHouse/ClickHouse/issues/11362). [#12021](https://github.com/ClickHouse/ClickHouse/pull/12021) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* A query with function `neighbor` as the only returned expression may return empty result if the function is called with offset `-9223372036854775808`. This fixes [#11367](https://github.com/ClickHouse/ClickHouse/issues/11367). [#12019](https://github.com/ClickHouse/ClickHouse/pull/12019) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential array size overflow in generateRandom that may lead to crash. This fixes [#11371](https://github.com/ClickHouse/ClickHouse/issues/11371). [#12013](https://github.com/ClickHouse/ClickHouse/pull/12013) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential floating point exception. This closes [#11378](https://github.com/ClickHouse/ClickHouse/issues/11378). [#12005](https://github.com/ClickHouse/ClickHouse/pull/12005) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed wrong setting name in log message at server startup. [#11997](https://github.com/ClickHouse/ClickHouse/pull/11997) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed `Query parameter was not set` in `Values` format. Fixes [#11918](https://github.com/ClickHouse/ClickHouse/issues/11918). [#11936](https://github.com/ClickHouse/ClickHouse/pull/11936) ([tavplubix](https://github.com/tavplubix)).
+* Keep aliases for substitutions in query (parametrized queries). This fixes [#11914](https://github.com/ClickHouse/ClickHouse/issues/11914). [#11916](https://github.com/ClickHouse/ClickHouse/pull/11916) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed potential floating point exception when parsing DateTime64. This fixes [#11374](https://github.com/ClickHouse/ClickHouse/issues/11374). [#11875](https://github.com/ClickHouse/ClickHouse/pull/11875) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Fixed memory accounting via `HTTP` interface (can be significant with `wait_end_of_query=1`). [#11840](https://github.com/ClickHouse/ClickHouse/pull/11840) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed wrong result for `if()` with NULLs in condition. [#11807](https://github.com/ClickHouse/ClickHouse/pull/11807) ([Artem Zuikov](https://github.com/4ertus2)).
+* Parse metadata stored in zookeeper before checking for equality. [#11739](https://github.com/ClickHouse/ClickHouse/pull/11739) ([Azat Khuzhin](https://github.com/azat)).
+* Fixed `LIMIT n WITH TIES` usage together with `ORDER BY` statement, which contains aliases. [#11689](https://github.com/ClickHouse/ClickHouse/pull/11689) ([Anton Popov](https://github.com/CurtizJ)).
+* Fix potential read of uninitialized memory in cache dictionary. [#10834](https://github.com/ClickHouse/ClickHouse/pull/10834) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+
+#### Performance Improvement
+
+* Index not used for IN operator with literals", performance regression introduced around v19.3. This fixes "[#10574](https://github.com/ClickHouse/ClickHouse/issues/10574). [#12062](https://github.com/ClickHouse/ClickHouse/pull/12062) ([nvartolomei](https://github.com/nvartolomei)).
+
+
 ### ClickHouse release v20.3.12.112-lts 2020-06-25
 
 #### Bug Fix

CMakeLists.txt

@@ -142,6 +142,27 @@ endif ()
 # Make sure the final executable has symbols exported
 set (CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -rdynamic")
 
+find_program (OBJCOPY_PATH NAMES "llvm-objcopy" "llvm-objcopy-10" "llvm-objcopy-9" "llvm-objcopy-8" "objcopy")
+if (OBJCOPY_PATH)
+    message(STATUS "Using objcopy: ${OBJCOPY_PATH}.")
+
+    if (ARCH_AMD64)
+        set(OBJCOPY_ARCH_OPTIONS -O elf64-x86-64 -B i386)
+    elseif (ARCH_AARCH64)
+        set(OBJCOPY_ARCH_OPTIONS -O elf64-aarch64 -B aarch64)
+    endif ()
+else ()
+    message(FATAL_ERROR "Cannot find objcopy.")
+endif ()
+
+if (OS_DARWIN)
+    set(WHOLE_ARCHIVE -all_load)
+    set(NO_WHOLE_ARCHIVE -noall_load)
+else ()
+    set(WHOLE_ARCHIVE --whole-archive)
+    set(NO_WHOLE_ARCHIVE --no-whole-archive)
+endif ()
+
 option (ADD_GDB_INDEX_FOR_GOLD "Set to add .gdb-index to resulting binaries for gold linker. NOOP if lld is used." 0)
 if (NOT CMAKE_BUILD_TYPE_UC STREQUAL "RELEASE")
     if (LINKER_NAME STREQUAL "lld")
@@ -347,7 +368,6 @@ include (cmake/find/icu.cmake)
 include (cmake/find/zlib.cmake)
 include (cmake/find/zstd.cmake)
 include (cmake/find/ltdl.cmake) # for odbc
-include (cmake/find/termcap.cmake)
 # openssl, zlib before poco
 include (cmake/find/sparsehash.cmake)
 include (cmake/find/re2.cmake)

base/CMakeLists.txt

@@ -7,6 +7,7 @@ add_subdirectory (daemon)
 add_subdirectory (loggers)
 add_subdirectory (pcg-random)
 add_subdirectory (widechar_width)
+add_subdirectory (readpassphrase)
 
 if (USE_MYSQL)
     add_subdirectory (mysqlxx)

base/common/CMakeLists.txt

@@ -17,6 +17,7 @@ set (SRCS
     sleep.cpp
     terminalColors.cpp
     errnoToString.cpp
+    getResource.cpp
 )
 
 if (ENABLE_REPLXX)

base/common/DateLUTImpl.cpp

@@ -3,11 +3,9 @@
 #include <cctz/civil_time.h>
 #include <cctz/time_zone.h>
 #include <cctz/zone_info_source.h>
-#include <common/unaligned.h>
+#include <common/getResource.h>
 #include <Poco/Exception.h>
 
-#include <dlfcn.h>
-
 #include <algorithm>
 #include <cassert>
 #include <chrono>
@@ -213,19 +211,9 @@ namespace cctz_extension
             const std::string & name,
             const std::function<std::unique_ptr<cctz::ZoneInfoSource>(const std::string & name)> & fallback)
         {
-            std::string name_replaced = name;
-            std::replace(name_replaced.begin(), name_replaced.end(), '/', '_');
-            std::replace(name_replaced.begin(), name_replaced.end(), '-', '_');
-
-            /// These are the names that are generated by "ld -r -b binary"
-            std::string symbol_name_data = "_binary_" + name_replaced + "_start";
-            std::string symbol_name_size = "_binary_" + name_replaced + "_size";
-
-            const void * sym_data = dlsym(RTLD_DEFAULT, symbol_name_data.c_str());
-            const void * sym_size = dlsym(RTLD_DEFAULT, symbol_name_size.c_str());
-
-            if (sym_data && sym_size)
-                return std::make_unique<Source>(static_cast<const char *>(sym_data), unalignedLoad<size_t>(&sym_size));
+            std::string_view resource = getResource(name);
+            if (!resource.empty())
+                return std::make_unique<Source>(resource.data(), resource.size());
 
             return fallback(name);
         }

base/common/StringRef.h

@@ -1,5 +1,6 @@
 #pragma once
 
+#include <cassert>
 #include <string>
 #include <vector>
 #include <functional>
@@ -27,7 +28,11 @@ struct StringRef
     size_t size = 0;
 
     template <typename CharT, typename = std::enable_if_t<sizeof(CharT) == 1>>
-    constexpr StringRef(const CharT * data_, size_t size_) : data(reinterpret_cast<const char *>(data_)), size(size_) {}
+    constexpr StringRef(const CharT * data_, size_t size_) : data(reinterpret_cast<const char *>(data_)), size(size_)
+    {
+        /// Sanity check for overflowed values.
+        assert(size < 0x8000000000000000ULL);
+    }
 
     StringRef(const std::string & s) : data(s.data()), size(s.size()) {}
     constexpr explicit StringRef(const std::string_view & s) : data(s.data()), size(s.size()) {}

base/common/find_symbols.h

@@ -308,7 +308,7 @@ inline void splitInto(To & to, const std::string & what, bool token_compress = f
         const char * delimiter_or_end = find_first_symbols<symbols...>(pos, end);
 
         if (!token_compress || pos < delimiter_or_end)
-            to.emplace_back(pos, delimiter_or_end);
+            to.emplace_back(pos, delimiter_or_end - pos);
 
         if (delimiter_or_end < end)
             pos = delimiter_or_end + 1;

base/common/getResource.cpp

@@ -0,0 +1,24 @@
+#include "getResource.h"
+#include "unaligned.h"
+#include <dlfcn.h>
+#include <string>
+
+
+std::string_view getResource(std::string_view name)
+{
+    std::string name_replaced(name);
+    std::replace(name_replaced.begin(), name_replaced.end(), '/', '_');
+    std::replace(name_replaced.begin(), name_replaced.end(), '-', '_');
+    std::replace(name_replaced.begin(), name_replaced.end(), '.', '_');
+
+    /// These are the names that are generated by "ld -r -b binary"
+    std::string symbol_name_data = "_binary_" + name_replaced + "_start";
+    std::string symbol_name_size = "_binary_" + name_replaced + "_size";
+
+    const void * sym_data = dlsym(RTLD_DEFAULT, symbol_name_data.c_str());
+    const void * sym_size = dlsym(RTLD_DEFAULT, symbol_name_size.c_str());
+
+    if (sym_data && sym_size)
+        return { static_cast<const char *>(sym_data), unalignedLoad<size_t>(&sym_size) };
+    return {};
+}

base/common/getResource.h

@@ -0,0 +1,7 @@
+#pragma once
+
+#include <string_view>
+
+/// Get resource from binary if exists. Otherwise return empty string view.
+/// Resources are data that is embedded into executable at link time.
+std::string_view getResource(std::string_view name);

base/common/ya.make

@@ -1,3 +1,4 @@
+# This file is generated automatically, do not edit. See 'ya.make.in' and use 'utils/generate-ya-make' to regenerate it.
 LIBRARY()
 
 ADDINCL(
@@ -10,6 +11,7 @@ CFLAGS (GLOBAL -DARCADIA_BUILD)
 CFLAGS (GLOBAL -DUSE_CPUID=1)
 CFLAGS (GLOBAL -DUSE_JEMALLOC=0)
 CFLAGS (GLOBAL -DUSE_RAPIDJSON=1)
+CFLAGS (GLOBAL -DUSE_SSL=1)
 
 IF (OS_DARWIN)
     CFLAGS (GLOBAL -DOS_DARWIN)
@@ -23,6 +25,7 @@ PEERDIR(
     contrib/libs/cctz/src
     contrib/libs/cxxsupp/libcxx-filesystem
     contrib/libs/poco/Net
+    contrib/libs/poco/NetSSL_OpenSSL
     contrib/libs/poco/Util
     contrib/libs/fmt
     contrib/restricted/boost
@@ -35,8 +38,10 @@ SRCS(
     DateLUT.cpp
     DateLUTImpl.cpp
     demangle.cpp
+    errnoToString.cpp
     getFQDNOrHostName.cpp
     getMemoryAmount.cpp
+    getResource.cpp
     getThreadId.cpp
     JSON.cpp
     LineReader.cpp
@@ -47,7 +52,6 @@ SRCS(
     shift10.cpp
     sleep.cpp
     terminalColors.cpp
-    errnoToString.cpp
 )
 
 END()

base/common/ya.make.in

@@ -0,0 +1,36 @@
+LIBRARY()
+
+ADDINCL(
+    GLOBAL clickhouse/base
+    GLOBAL contrib/libs/cctz/include
+)
+
+CFLAGS (GLOBAL -DARCADIA_BUILD)
+
+CFLAGS (GLOBAL -DUSE_CPUID=1)
+CFLAGS (GLOBAL -DUSE_JEMALLOC=0)
+CFLAGS (GLOBAL -DUSE_RAPIDJSON=1)
+
+IF (OS_DARWIN)
+    CFLAGS (GLOBAL -DOS_DARWIN)
+ELSEIF (OS_FREEBSD)
+    CFLAGS (GLOBAL -DOS_FREEBSD)
+ELSEIF (OS_LINUX)
+    CFLAGS (GLOBAL -DOS_LINUX)
+ENDIF ()
+
+PEERDIR(
+    contrib/libs/cctz/src
+    contrib/libs/cxxsupp/libcxx-filesystem
+    contrib/libs/poco/Net
+    contrib/libs/poco/Util
+    contrib/libs/fmt
+    contrib/restricted/boost
+    contrib/restricted/cityhash-1.0.2
+)
+
+SRCS(
+<? find . -name '*.cpp' | grep -v -F tests/ | grep -v -F Replxx | grep -v -F Readline | sed 's/^\.\//    /' | sort ?>
+)
+
+END()

base/daemon/BaseDaemon.cpp

@@ -459,6 +459,11 @@ BaseDaemon::~BaseDaemon()
 {
     writeSignalIDtoSignalPipe(SignalListener::StopThread);
     signal_listener_thread.join();
+    /// Reset signals to SIG_DFL to avoid trying to write to the signal_pipe that will be closed after.
+    for (int sig : handled_signals)
+    {
+        signal(sig, SIG_DFL);
+    }
     signal_pipe.close();
 }
 
@@ -713,7 +718,7 @@ void BaseDaemon::initializeTerminationAndSignalProcessing()
 
     /// Setup signal handlers.
     auto add_signal_handler =
-        [](const std::vector<int> & signals, signal_function handler)
+        [this](const std::vector<int> & signals, signal_function handler)
         {
             struct sigaction sa;
             memset(&sa, 0, sizeof(sa));
@@ -737,6 +742,8 @@ void BaseDaemon::initializeTerminationAndSignalProcessing()
                 for (auto signal : signals)
                     if (sigaction(signal, &sa, nullptr))
                         throw Poco::Exception("Cannot set signal handler.");
+
+                std::copy(signals.begin(), signals.end(), std::back_inserter(handled_signals));
             }
         };
 

base/daemon/BaseDaemon.h

@@ -192,6 +192,8 @@ protected:
     Poco::Util::AbstractConfiguration * last_configuration = nullptr;
 
     String build_id_info;
+
+    std::vector<int> handled_signals;
 };
 
 

base/readpassphrase/CMakeLists.txt

@@ -5,3 +5,4 @@ add_library(readpassphrase readpassphrase.c)
 
 set_target_properties(readpassphrase PROPERTIES LINKER_LANGUAGE C)
 target_compile_options(readpassphrase PRIVATE -Wno-unused-result -Wno-reserved-id-macro)
+target_include_directories(readpassphrase PUBLIC .)

base/readpassphrase/readpassphrase.c

@@ -23,7 +23,9 @@
 
 /* OPENBSD ORIGINAL: lib/libc/gen/readpassphrase.c */
 
-#include "includes.h"
+#ifndef _PATH_TTY
+#define _PATH_TTY "/dev/tty"
+#endif
 
 #include <termios.h>
 #include <signal.h>

base/ya.make

@@ -4,4 +4,5 @@ RECURSE(
     loggers
     pcg-random
     widechar_width
+    readpassphrase
 )

benchmark/monetdb/benchmark.sh

@@ -0,0 +1,10 @@
+#!/bin/bash
+
+grep -v -P '^#' queries.sql | sed -e 's/{table}/hits/' | while read query; do
+    echo 3 | sudo tee /proc/sys/vm/drop_caches
+
+    echo "$query";
+    for i in {1..3}; do
+        ./send-query "$query" 2>&1 | grep -P '\d+ tuple|clk: |unknown|overflow|error';
+    done;
+done;

benchmark/monetdb/conf.sh

@@ -1,4 +0,0 @@
-CONF_DIR=/home/kartavyy/benchmark/monetdb
-expect_file=$CONF_DIR/expect.tcl
-test_file=$CONF_DIR/queries.sql
-etc_init_d_service=/etc/init.d/monetdb5-sql

benchmark/monetdb/define_schema.sql

@@ -1,3 +0,0 @@
-create table hits_10m (     WatchID BIGINT,     JavaEnable SMALLINT,     Title VARCHAR(1400),     GoodEvent SMALLINT,     EventTime TIMESTAMP,     EventDate DATE,     CounterID BIGINT,     ClientIP BIGINT,     RegionID BIGINT,     UserID BIGINT,     CounterClass TINYINT,     OS SMALLINT,     UserAgent SMALLINT,     URL VARCHAR(7800),     Referer VARCHAR(3125),     Refresh TINYINT,     RefererCategoryID INT,     RefererRegionID BIGINT,     URLCategoryID INT,     URLRegionID BIGINT,     ResolutionWidth INT,     ResolutionHeight INT,     ResolutionDepth SMALLINT,     FlashMajor SMALLINT,     FlashMinor SMALLINT,     FlashMinor2 VARCHAR(256),     NetMajor SMALLINT,     NetMinor SMALLINT,     UserAgentMajor INT,     UserAgentMinor CHAR(2),     CookieEnable SMALLINT,     JavascriptEnable SMALLINT,     IsMobile SMALLINT,     MobilePhone SMALLINT,     MobilePhoneModel VARCHAR(80),     Params VARCHAR(2925),     IPNetworkID BIGINT,     TraficSourceID SMALLINT,     SearchEngineID INT,     SearchPhrase VARCHAR(2008),     AdvEngineID SMALLINT,     IsArtifical SMALLINT,     WindowClientWidth INT,     WindowClientHeight INT,     ClientTimeZone INTEGER,     ClientEventTime TIMESTAMP,     SilverlightVersion1 SMALLINT,     SilverlightVersion2 SMALLINT,     SilverlightVersion3 BIGINT,     SilverlightVersion4 INT,     PageCharset VARCHAR(80),     CodeVersion BIGINT,     IsLink SMALLINT,     IsDownload SMALLINT,     IsNotBounce SMALLINT,     FUniqID BIGINT,     OriginalURL VARCHAR(8181),     HID BIGINT,     IsOldCounter SMALLINT,     IsEvent SMALLINT,     IsParameter SMALLINT,     DontCountHits SMALLINT,     WithHash SMALLINT,     HitColor CHAR(1),     LocalEventTime TIMESTAMP,     Age SMALLINT,     Sex SMALLINT,     Income SMALLINT,     Interests INT,     Robotness SMALLINT,     RemoteIP BIGINT,     WindowName INT,     OpenerName INT,     HistoryLength SMALLINT,     BrowserLanguage CHAR(2),     BrowserCountry CHAR(2),     SocialNetwork VARCHAR(128),     SocialAction VARCHAR(128),     HTTPError INT,     SendTiming BIGINT,     DNSTiming BIGINT,     ConnectTiming BIGINT,     ResponseStartTiming BIGINT,     ResponseEndTiming BIGINT,     FetchTiming BIGINT,     SocialSourceNetworkID SMALLINT,     SocialSourcePage VARCHAR(256),     ParamPrice BIGINT,     ParamOrderID VARCHAR(80),     ParamCurrency CHAR(3),     ParamCurrencyID INT,     OpenstatServiceName VARCHAR(80),     OpenstatCampaignID VARCHAR(512),     OpenstatAdID VARCHAR(80),     OpenstatSourceID VARCHAR(256),     UTMSource VARCHAR(256),     UTMMedium VARCHAR(256),     UTMCampaign VARCHAR(407),     UTMContent VARCHAR(256),     UTMTerm VARCHAR(437),     FromTag VARCHAR(428),     HasGCLID SMALLINT,     RefererHash BIGINT,     URLHash BIGINT,     CLID BIGINT,      UserIDHash BIGINT );  CREATE INDEX hits_10m_ind ON  hits_10m(CounterID, EventDate, UserIDHash, EventTime); 
-
-COPY INTO hits_10m FROM ('/opt/dump/dump_0.3/dump_hits_10m_meshed_utf8.tsv')  DELIMITERS '\t';

benchmark/monetdb/instruction.md

@@ -0,0 +1,356 @@
+Go to https://www.monetdb.org/
+
+Dowload now.
+Latest binary releases.
+Ubuntu & Debian.
+
+https://www.monetdb.org/downloads/deb/
+
+Go to the server where you want to install MonetDB.
+```
+$ sudo mcedit /etc/apt/sources.list.d/monetdb.list
+```
+Write:
+```
+deb https://dev.monetdb.org/downloads/deb/ bionic monetdb
+```
+
+```
+$ wget --output-document=- https://www.monetdb.org/downloads/MonetDB-GPG-KEY | sudo apt-key add -
+
+$ sudo apt update
+$ sudo apt install monetdb5-sql monetdb-client
+
+$ sudo systemctl enable monetdbd
+$ sudo systemctl start monetdbd
+$ sudo usermod -a -G monetdb $USER
+```
+
+Logout and login back to your server.
+
+Tutorial:
+https://www.monetdb.org/Documentation/UserGuide/Tutorial
+
+Creating the database:
+
+```
+$ sudo mkdir /opt/monetdb
+$ sudo chmod 777 /opt/monetdb
+$ monetdbd create /opt/monetdb
+
+$ monetdbd start /opt/monetdb
+cannot remove socket files
+```
+
+Now you have to stop MonetDB, copy the contents of `/var/monetdb5` to `/opt/monetdb` and replace the `/var/monetdb5` with symlink to `/opt/monetdb`. This is necessary, because I don't have free space in `/var` and creation of database in `/opt` did not succeed.
+
+Start MonetDB again.
+
+```
+$ sudo systemctl start monetdbd
+```
+
+```
+$ monetdb create test
+created database in maintenance mode: test
+
+$ monetdb release test
+taken database out of maintenance mode: test
+```
+
+Run client:
+```
+$ mclient -u monetdb -d test
+```
+
+Type password: monetdb
+
+```
+CREATE TABLE hits
+(
+    "WatchID" BIGINT,
+    "JavaEnable" TINYINT,
+    "Title" TEXT,
+    "GoodEvent" SMALLINT,
+    "EventTime" TIMESTAMP,
+    "EventDate" Date,
+    "CounterID" INTEGER,
+    "ClientIP" INTEGER,
+    "RegionID" INTEGER,
+    "UserID" BIGINT,
+    "CounterClass" TINYINT,
+    "OS" TINYINT,
+    "UserAgent" TINYINT,
+    "URL" TEXT,
+    "Referer" TEXT,
+    "Refresh" TINYINT,
+    "RefererCategoryID" SMALLINT,
+    "RefererRegionID" INTEGER,
+    "URLCategoryID" SMALLINT,
+    "URLRegionID" INTEGER,
+    "ResolutionWidth" SMALLINT,
+    "ResolutionHeight" SMALLINT,
+    "ResolutionDepth" TINYINT,
+    "FlashMajor" TINYINT,
+    "FlashMinor" TINYINT,
+    "FlashMinor2" TEXT,
+    "NetMajor" TINYINT,
+    "NetMinor" TINYINT,
+    "UserAgentMajor" SMALLINT,
+    "UserAgentMinor" TEXT,
+    "CookieEnable" TINYINT,
+    "JavascriptEnable" TINYINT,
+    "IsMobile" TINYINT,
+    "MobilePhone" TINYINT,
+    "MobilePhoneModel" TEXT,
+    "Params" TEXT,
+    "IPNetworkID" INTEGER,
+    "TraficSourceID" TINYINT,
+    "SearchEngineID" SMALLINT,
+    "SearchPhrase" TEXT,
+    "AdvEngineID" TINYINT,
+    "IsArtifical" TINYINT,
+    "WindowClientWidth" SMALLINT,
+    "WindowClientHeight" SMALLINT,
+    "ClientTimeZone" SMALLINT,
+    "ClientEventTime" TIMESTAMP,
+    "SilverlightVersion1" TINYINT,
+    "SilverlightVersion2" TINYINT,
+    "SilverlightVersion3" INTEGER,
+    "SilverlightVersion4" SMALLINT,
+    "PageCharset" TEXT,
+    "CodeVersion" INTEGER,
+    "IsLink" TINYINT,
+    "IsDownload" TINYINT,
+    "IsNotBounce" TINYINT,
+    "FUniqID" BIGINT,
+    "OriginalURL" TEXT,
+    "HID" INTEGER,
+    "IsOldCounter" TINYINT,
+    "IsEvent" TINYINT,
+    "IsParameter" TINYINT,
+    "DontCountHits" TINYINT,
+    "WithHash" TINYINT,
+    "HitColor" TEXT,
+    "LocalEventTime" TIMESTAMP,
+    "Age" TINYINT,
+    "Sex" TINYINT,
+    "Income" TINYINT,
+    "Interests" SMALLINT,
+    "Robotness" TINYINT,
+    "RemoteIP" INTEGER,
+    "WindowName" INTEGER,
+    "OpenerName" INTEGER,
+    "HistoryLength" SMALLINT,
+    "BrowserLanguage" TEXT,
+    "BrowserCountry" TEXT,
+    "SocialNetwork" TEXT,
+    "SocialAction" TEXT,
+    "HTTPError" SMALLINT,
+    "SendTiming" INTEGER,
+    "DNSTiming" INTEGER,
+    "ConnectTiming" INTEGER,
+    "ResponseStartTiming" INTEGER,
+    "ResponseEndTiming" INTEGER,
+    "FetchTiming" INTEGER,
+    "SocialSourceNetworkID" TINYINT,
+    "SocialSourcePage" TEXT,
+    "ParamPrice" BIGINT,
+    "ParamOrderID" TEXT,
+    "ParamCurrency" TEXT,
+    "ParamCurrencyID" SMALLINT,
+    "OpenstatServiceName" TEXT,
+    "OpenstatCampaignID" TEXT,
+    "OpenstatAdID" TEXT,
+    "OpenstatSourceID" TEXT,
+    "UTMSource" TEXT,
+    "UTMMedium" TEXT,
+    "UTMCampaign" TEXT,
+    "UTMContent" TEXT,
+    "UTMTerm" TEXT,
+    "FromTag" TEXT,
+    "HasGCLID" TINYINT,
+    "RefererHash" BIGINT,
+    "URLHash" BIGINT,
+    "CLID" INTEGER
+);
+```
+
+# How to prepare data
+
+Download the 100 million rows dataset from here and insert into ClickHouse:
+https://clickhouse.tech/docs/en/getting-started/example-datasets/metrica/
+
+Create the dataset from ClickHouse:
+
+```
+SELECT
+    toInt64(WatchID) = -9223372036854775808 ? -9223372036854775807 : toInt64(WatchID),
+    toInt8(JavaEnable) = -128 ? -127 : toInt8(JavaEnable),
+    toValidUTF8(toString(Title)),
+    toInt16(GoodEvent) = -32768 ? -32767 : toInt16(GoodEvent),
+    EventTime,
+    EventDate,
+    toInt32(CounterID) = -2147483648 ? -2147483647 : toInt32(CounterID),
+    toInt32(ClientIP) = -2147483648 ? -2147483647 : toInt32(ClientIP),
+    toInt32(RegionID) = -2147483648 ? -2147483647 : toInt32(RegionID),
+    toInt64(UserID) = -9223372036854775808 ? -9223372036854775807 : toInt64(UserID),
+    toInt8(CounterClass) = -128 ? -127 : toInt8(CounterClass),
+    toInt8(OS) = -128 ? -127 : toInt8(OS),
+    toInt8(UserAgent) = -128 ? -127 : toInt8(UserAgent),
+    toValidUTF8(toString(URL)),
+    toValidUTF8(toString(Referer)),
+    toInt8(Refresh) = -128 ? -127 : toInt8(Refresh),
+    toInt16(RefererCategoryID) = -32768 ? -32767 : toInt16(RefererCategoryID),
+    toInt32(RefererRegionID) = -2147483648 ? -2147483647 : toInt32(RefererRegionID),
+    toInt16(URLCategoryID) = -32768 ? -32767 : toInt16(URLCategoryID),
+    toInt32(URLRegionID) = -2147483648 ? -2147483647 : toInt32(URLRegionID),
+    toInt16(ResolutionWidth) = -32768 ? -32767 : toInt16(ResolutionWidth),
+    toInt16(ResolutionHeight) = -32768 ? -32767 : toInt16(ResolutionHeight),
+    toInt8(ResolutionDepth) = -128 ? -127 : toInt8(ResolutionDepth),
+    toInt8(FlashMajor) = -128 ? -127 : toInt8(FlashMajor),
+    toInt8(FlashMinor) = -128 ? -127 : toInt8(FlashMinor),
+    toValidUTF8(toString(FlashMinor2)),
+    toInt8(NetMajor) = -128 ? -127 : toInt8(NetMajor),
+    toInt8(NetMinor) = -128 ? -127 : toInt8(NetMinor),
+    toInt16(UserAgentMajor) = -32768 ? -32767 : toInt16(UserAgentMajor),
+    toValidUTF8(toString(UserAgentMinor)),
+    toInt8(CookieEnable) = -128 ? -127 : toInt8(CookieEnable),
+    toInt8(JavascriptEnable) = -128 ? -127 : toInt8(JavascriptEnable),
+    toInt8(IsMobile) = -128 ? -127 : toInt8(IsMobile),
+    toInt8(MobilePhone) = -128 ? -127 : toInt8(MobilePhone),
+    toValidUTF8(toString(MobilePhoneModel)),
+    toValidUTF8(toString(Params)),
+    toInt32(IPNetworkID) = -2147483648 ? -2147483647 : toInt32(IPNetworkID),
+    toInt8(TraficSourceID) = -128 ? -127 : toInt8(TraficSourceID),
+    toInt16(SearchEngineID) = -32768 ? -32767 : toInt16(SearchEngineID),
+    toValidUTF8(toString(SearchPhrase)),
+    toInt8(AdvEngineID) = -128 ? -127 : toInt8(AdvEngineID),
+    toInt8(IsArtifical) = -128 ? -127 : toInt8(IsArtifical),
+    toInt16(WindowClientWidth) = -32768 ? -32767 : toInt16(WindowClientWidth),
+    toInt16(WindowClientHeight) = -32768 ? -32767 : toInt16(WindowClientHeight),
+    toInt16(ClientTimeZone) = -32768 ? -32767 : toInt16(ClientTimeZone),
+    ClientEventTime,
+    toInt8(SilverlightVersion1) = -128 ? -127 : toInt8(SilverlightVersion1),
+    toInt8(SilverlightVersion2) = -128 ? -127 : toInt8(SilverlightVersion2),
+    toInt32(SilverlightVersion3) = -2147483648 ? -2147483647 : toInt32(SilverlightVersion3),
+    toInt16(SilverlightVersion4) = -32768 ? -32767 : toInt16(SilverlightVersion4),
+    toValidUTF8(toString(PageCharset)),
+    toInt32(CodeVersion) = -2147483648 ? -2147483647 : toInt32(CodeVersion),
+    toInt8(IsLink) = -128 ? -127 : toInt8(IsLink),
+    toInt8(IsDownload) = -128 ? -127 : toInt8(IsDownload),
+    toInt8(IsNotBounce) = -128 ? -127 : toInt8(IsNotBounce),
+    toInt64(FUniqID) = -9223372036854775808 ? -9223372036854775807 : toInt64(FUniqID),
+    toValidUTF8(toString(OriginalURL)),
+    toInt32(HID) = -2147483648 ? -2147483647 : toInt32(HID),
+    toInt8(IsOldCounter) = -128 ? -127 : toInt8(IsOldCounter),
+    toInt8(IsEvent) = -128 ? -127 : toInt8(IsEvent),
+    toInt8(IsParameter) = -128 ? -127 : toInt8(IsParameter),
+    toInt8(DontCountHits) = -128 ? -127 : toInt8(DontCountHits),
+    toInt8(WithHash) = -128 ? -127 : toInt8(WithHash),
+    toValidUTF8(toString(HitColor)),
+    LocalEventTime,
+    toInt8(Age) = -128 ? -127 : toInt8(Age),
+    toInt8(Sex) = -128 ? -127 : toInt8(Sex),
+    toInt8(Income) = -128 ? -127 : toInt8(Income),
+    toInt16(Interests) = -32768 ? -32767 : toInt16(Interests),
+    toInt8(Robotness) = -128 ? -127 : toInt8(Robotness),
+    toInt32(RemoteIP) = -2147483648 ? -2147483647 : toInt32(RemoteIP),
+    toInt32(WindowName) = -2147483648 ? -2147483647 : toInt32(WindowName),
+    toInt32(OpenerName) = -2147483648 ? -2147483647 : toInt32(OpenerName),
+    toInt16(HistoryLength) = -32768 ? -32767 : toInt16(HistoryLength),
+    toValidUTF8(toString(BrowserLanguage)),
+    toValidUTF8(toString(BrowserCountry)),
+    toValidUTF8(toString(SocialNetwork)),
+    toValidUTF8(toString(SocialAction)),
+    toInt16(HTTPError) = -32768 ? -32767 : toInt16(HTTPError),
+    toInt32(SendTiming) = -2147483648 ? -2147483647 : toInt32(SendTiming),
+    toInt32(DNSTiming) = -2147483648 ? -2147483647 : toInt32(DNSTiming),
+    toInt32(ConnectTiming) = -2147483648 ? -2147483647 : toInt32(ConnectTiming),
+    toInt32(ResponseStartTiming) = -2147483648 ? -2147483647 : toInt32(ResponseStartTiming),
+    toInt32(ResponseEndTiming) = -2147483648 ? -2147483647 : toInt32(ResponseEndTiming),
+    toInt32(FetchTiming) = -2147483648 ? -2147483647 : toInt32(FetchTiming),
+    toInt8(SocialSourceNetworkID) = -128 ? -127 : toInt8(SocialSourceNetworkID),
+    toValidUTF8(toString(SocialSourcePage)),
+    toInt64(ParamPrice) = -9223372036854775808 ? -9223372036854775807 : toInt64(ParamPrice),
+    toValidUTF8(toString(ParamOrderID)),
+    toValidUTF8(toString(ParamCurrency)),
+    toInt16(ParamCurrencyID) = -32768 ? -32767 : toInt16(ParamCurrencyID),
+    toValidUTF8(toString(OpenstatServiceName)),
+    toValidUTF8(toString(OpenstatCampaignID)),
+    toValidUTF8(toString(OpenstatAdID)),
+    toValidUTF8(toString(OpenstatSourceID)),
+    toValidUTF8(toString(UTMSource)),
+    toValidUTF8(toString(UTMMedium)),
+    toValidUTF8(toString(UTMCampaign)),
+    toValidUTF8(toString(UTMContent)),
+    toValidUTF8(toString(UTMTerm)),
+    toValidUTF8(toString(FromTag)),
+    toInt8(HasGCLID) = -128 ? -127 : toInt8(HasGCLID),
+    toInt64(RefererHash) = -9223372036854775808 ? -9223372036854775807 : toInt64(RefererHash),
+    toInt64(URLHash) = -9223372036854775808 ? -9223372036854775807 : toInt64(URLHash),
+    toInt32(CLID) = -2147483648 ? -2147483647 : toInt32(CLID)
+FROM hits_100m_obfuscated
+INTO OUTFILE '/home/milovidov/example_datasets/hits_100m_obfuscated_monetdb.tsv'
+FORMAT TSV;
+```
+
+Note that MonetDB does not support the most negative numbers like -128. And we have to convert them by adding one.
+It makes impossible to store the values of 64bit identifiers in BIGINT.
+Maybe it's a trick to optimize NULLs?
+
+Upload the data:
+
+```
+$ mclient -u monetdb -d test
+```
+
+Type password: monetdb
+
+```
+COPY INTO hits FROM '/home/milovidov/example_datasets/hits_100m_obfuscated_monetdb.tsv' USING DELIMITERS '\t';
+```
+
+It takes 28 minutes 02 seconds on a server (Linux Ubuntu, Xeon E5-2560v2, 32 logical CPU, 128 GiB RAM, 8xHDD RAID-5, 40 TB).
+It is roughly 60 000 rows per second.
+
+Validate the data:
+
+```
+SELECT count(*) FROM hits;
+```
+
+Create an index:
+
+```
+CREATE INDEX hits_idx ON hits ("CounterID", "EventDate");
+```
+
+(it takes 5 seconds)
+
+Run the benchmark:
+
+```
+./benchmark.sh | tee log.txt
+```
+
+You can find the log in `log.txt` file.
+
+Postprocess data:
+
+```
+grep clk log.txt | tr -d '\r' | awk '{ if ($3 == "ms") { print $2 / 1000; } else if ($3 == "sec") { print $2 } else { print } }'
+```
+
+Then replace values with "min" (minutes) timing manually and save to `tmp.txt`.
+Then process to JSON format:
+
+```
+awk '{
+    if (i % 3 == 0) { a = $1 }
+    else if (i % 3 == 1) { b = $1 }
+    else if (i % 3 == 2) { c = $1; print "[" a ", " b ", " c "]," };
+    ++i; }' < tmp.txt
+```
+
+And paste to `/website/benchmark/dbms/results/005_monetdb.json` in the repository.

benchmark/monetdb/log.txt

@@ -0,0 +1,341 @@
+3
+SELECT count(*) FROM hits;
+1 tuple
+clk: 1.262 ms
+1 tuple
+clk: 1.420 ms
+1 tuple
+clk: 1.190 ms
+3
+SELECT count(*) FROM hits WHERE "AdvEngineID" <> 0;
+1 tuple
+clk: 1.530 sec
+1 tuple
+clk: 1.489 sec
+1 tuple
+clk: 1.490 sec
+3
+SELECT sum("AdvEngineID"), count(*), avg("ResolutionWidth") FROM hits;
+1 tuple
+clk: 597.512 ms
+1 tuple
+clk: 579.383 ms
+1 tuple
+clk: 598.220 ms
+3
+SELECT sum("UserID") FROM hits;
+overflow in calculation.
+clk: 568.003 ms
+overflow in calculation.
+clk: 554.572 ms
+overflow in calculation.
+clk: 552.076 ms
+3
+SELECT COUNT(DISTINCT "UserID") FROM hits;
+1 tuple
+clk: 6.688 sec
+1 tuple
+clk: 6.689 sec
+1 tuple
+clk: 6.652 sec
+3
+SELECT COUNT(DISTINCT "SearchPhrase") FROM hits;
+1 tuple
+clk: 15.702 sec
+1 tuple
+clk: 17.189 sec
+1 tuple
+clk: 15.514 sec
+3
+SELECT min("EventDate"), max("EventDate") FROM hits;
+1 tuple
+clk: 697.770 ms
+1 tuple
+clk: 711.870 ms
+1 tuple
+clk: 697.177 ms
+3
+SELECT "AdvEngineID", count(*) FROM hits WHERE "AdvEngineID" <> 0 GROUP BY "AdvEngineID" ORDER BY count(*) DESC;
+18 tuples
+clk: 1.536 sec
+18 tuples
+clk: 1.505 sec
+18 tuples
+clk: 1.492 sec
+3
+SELECT "RegionID", COUNT(DISTINCT "UserID") AS u FROM hits GROUP BY "RegionID" ORDER BY u DESC LIMIT 10;
+10 tuples
+clk: 9.965 sec
+10 tuples
+clk: 10.106 sec
+10 tuples
+clk: 10.136 sec
+3
+SELECT "RegionID", sum("AdvEngineID"), count(*) AS c, avg("ResolutionWidth"), COUNT(DISTINCT "UserID") FROM hits GROUP BY "RegionID" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 8.329 sec
+10 tuples
+clk: 8.601 sec
+10 tuples
+clk: 8.039 sec
+3
+SELECT "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+10 tuples
+clk: 3.385 sec
+10 tuples
+clk: 3.321 sec
+10 tuples
+clk: 3.326 sec
+3
+SELECT "MobilePhone", "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhone", "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+10 tuples
+clk: 3.510 sec
+10 tuples
+clk: 3.431 sec
+10 tuples
+clk: 3.382 sec
+3
+SELECT "SearchPhrase", count(*) AS c FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 10.891 sec
+10 tuples
+clk: 11.483 sec
+10 tuples
+clk: 10.352 sec
+3
+SELECT "SearchPhrase", COUNT(DISTINCT "UserID") AS u FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY u DESC LIMIT 10;
+10 tuples
+clk: 15.711 sec
+10 tuples
+clk: 15.444 sec
+10 tuples
+clk: 15.503 sec
+3
+SELECT "SearchEngineID", "SearchPhrase", count(*) AS c FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "SearchPhrase" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 11.433 sec
+10 tuples
+clk: 11.399 sec
+10 tuples
+clk: 11.285 sec
+3
+SELECT "UserID", count(*) FROM hits GROUP BY "UserID" ORDER BY count(*) DESC LIMIT 10;
+10 tuples
+clk: 7.184 sec
+10 tuples
+clk: 7.015 sec
+10 tuples
+clk: 6.849 sec
+3
+SELECT "UserID", "SearchPhrase", count(*) FROM hits GROUP BY "UserID", "SearchPhrase" ORDER BY count(*) DESC LIMIT 10;
+10 tuples
+clk: 29.096 sec
+10 tuples
+clk: 28.328 sec
+10 tuples
+clk: 29.247 sec
+3
+SELECT "UserID", "SearchPhrase", count(*) FROM hits GROUP BY "UserID", "SearchPhrase" LIMIT 10;
+10 tuples
+clk: 29.457 sec
+10 tuples
+clk: 29.364 sec
+10 tuples
+clk: 29.269 sec
+3
+SELECT "UserID", extract(minute FROM "EventTime") AS m, "SearchPhrase", count(*) FROM hits GROUP BY "UserID", m, "SearchPhrase" ORDER BY count(*) DESC LIMIT 10;
+10 tuples
+clk: 47.141 sec
+10 tuples
+clk: 46.495 sec
+10 tuples
+clk: 46.472 sec
+3
+SELECT "UserID" FROM hits WHERE "UserID" = -6101065172474983726;
+0 tuples
+clk: 783.332 ms
+0 tuples
+clk: 771.157 ms
+0 tuples
+clk: 783.082 ms
+3
+SELECT count(*) FROM hits WHERE "URL" LIKE '%metrika%';
+1 tuple
+clk: 3.963 sec
+1 tuple
+clk: 3.930 sec
+1 tuple
+clk: 3.964 sec
+3
+SELECT "SearchPhrase", min("URL"), count(*) AS c FROM hits WHERE "URL" LIKE '%metrika%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 3.925 sec
+10 tuples
+clk: 3.817 sec
+10 tuples
+clk: 3.802 sec
+3
+SELECT "SearchPhrase", min("URL"), min("Title"), count(*) AS c, COUNT(DISTINCT "UserID") FROM hits WHERE "Title" LIKE '%Яндекс%' AND "URL" NOT LIKE '%.yandex.%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 6.067 sec
+10 tuples
+clk: 6.120 sec
+10 tuples
+clk: 6.012 sec
+3
+SELECT * FROM hits WHERE "URL" LIKE '%metrika%' ORDER BY "EventTime" LIMIT 10;
+10 tuples !87 columns dropped, 29 fields truncated!
+clk: 4.251 sec
+10 tuples !87 columns dropped, 29 fields truncated!
+clk: 4.190 sec
+10 tuples !87 columns dropped, 29 fields truncated!
+clk: 4.379 sec
+3
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "EventTime" LIMIT 10;
+10 tuples
+clk: 6.699 sec
+10 tuples
+clk: 6.718 sec
+10 tuples
+clk: 6.802 sec
+3
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "SearchPhrase" LIMIT 10;
+10 tuples
+clk: 6.887 sec
+10 tuples
+clk: 6.838 sec
+10 tuples
+clk: 6.844 sec
+3
+SELECT "SearchPhrase" FROM hits WHERE "SearchPhrase" <> '' ORDER BY "EventTime", "SearchPhrase" LIMIT 10;
+10 tuples
+clk: 6.806 sec
+10 tuples
+clk: 6.878 sec
+10 tuples
+clk: 6.807 sec
+3
+SELECT "CounterID", avg(length("URL")) AS l, count(*) AS c FROM hits WHERE "URL" <> '' GROUP BY "CounterID" HAVING count(*) > 100000 ORDER BY l DESC LIMIT 25;
+25 tuples
+clk: 1:01 min
+25 tuples
+clk: 55.553 sec
+25 tuples
+clk: 56.188 sec
+3
+SELECT sys.getdomain("Referer") AS key, avg(length("Referer")) AS l, count(*) AS c, min("Referer") FROM hits WHERE "Referer" <> '' GROUP BY key HAVING count(*) > 100000 ORDER BY l DESC LIMIT 25;
+clk: 1:00 min
+clk: 1:00 min
+clk: 1:00 min
+3
+SELECT sum("ResolutionWidth"), sum("ResolutionWidth" + 1), sum("ResolutionWidth" + 2), sum("ResolutionWidth" + 3), sum("ResolutionWidth" + 4), sum("ResolutionWidth" + 5), sum("ResolutionWidth" + 6), sum("ResolutionWidth" + 7), sum("ResolutionWidth" + 8), sum("ResolutionWidth" + 9), sum("ResolutionWidth" + 10), sum("ResolutionWidth" + 11), sum("ResolutionWidth" + 12), sum("ResolutionWidth" + 13), sum("ResolutionWidth" + 14), sum("ResolutionWidth" + 15), sum("ResolutionWidth" + 16), sum("ResolutionWidth" + 17), sum("ResolutionWidth" + 18), sum("ResolutionWidth" + 19), sum("ResolutionWidth" + 20), sum("ResolutionWidth" + 21), sum("ResolutionWidth" + 22), sum("ResolutionWidth" + 23), sum("ResolutionWidth" + 24), sum("ResolutionWidth" + 25), sum("ResolutionWidth" + 26), sum("ResolutionWidth" + 27), sum("ResolutionWidth" + 28), sum("ResolutionWidth" + 29), sum("ResolutionWidth" + 30), sum("ResolutionWidth" + 31), sum("ResolutionWidth" + 32), sum("ResolutionWidth" + 33), sum("ResolutionWidth" + 34), sum("ResolutionWidth" + 35), sum("ResolutionWidth" + 36), sum("ResolutionWidth" + 37), sum("ResolutionWidth" + 38), sum("ResolutionWidth" + 39), sum("ResolutionWidth" + 40), sum("ResolutionWidth" + 41), sum("ResolutionWidth" + 42), sum("ResolutionWidth" + 43), sum("ResolutionWidth" + 44), sum("ResolutionWidth" + 45), sum("ResolutionWidth" + 46), sum("ResolutionWidth" + 47), sum("ResolutionWidth" + 48), sum("ResolutionWidth" + 49), sum("ResolutionWidth" + 50), sum("ResolutionWidth" + 51), sum("ResolutionWidth" + 52), sum("ResolutionWidth" + 53), sum("ResolutionWidth" + 54), sum("ResolutionWidth" + 55), sum("ResolutionWidth" + 56), sum("ResolutionWidth" + 57), sum("ResolutionWidth" + 58), sum("ResolutionWidth" + 59), sum("ResolutionWidth" + 60), sum("ResolutionWidth" + 61), sum("ResolutionWidth" + 62), sum("ResolutionWidth" + 63), sum("ResolutionWidth" + 64), sum("ResolutionWidth" + 65), sum("ResolutionWidth" + 66), sum("ResolutionWidth" + 67), sum("ResolutionWidth" + 68), sum("ResolutionWidth" + 69), sum("ResolutionWidth" + 70), sum("ResolutionWidth" + 71), sum("ResolutionWidth" + 72), sum("ResolutionWidth" + 73), sum("ResolutionWidth" + 74), sum("ResolutionWidth" + 75), sum("ResolutionWidth" + 76), sum("ResolutionWidth" + 77), sum("ResolutionWidth" + 78), sum("ResolutionWidth" + 79), sum("ResolutionWidth" + 80), sum("ResolutionWidth" + 81), sum("ResolutionWidth" + 82), sum("ResolutionWidth" + 83), sum("ResolutionWidth" + 84), sum("ResolutionWidth" + 85), sum("ResolutionWidth" + 86), sum("ResolutionWidth" + 87), sum("ResolutionWidth" + 88), sum("ResolutionWidth" + 89) FROM hits;
+1 tuple !77 columns dropped!
+clk: 6.221 sec
+1 tuple !77 columns dropped!
+clk: 6.170 sec
+1 tuple !77 columns dropped!
+clk: 6.382 sec
+3
+SELECT "SearchEngineID", "ClientIP", count(*) AS c, sum("Refresh"), avg("ResolutionWidth") FROM hits WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "ClientIP" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 5.684 sec
+10 tuples
+clk: 5.585 sec
+10 tuples
+clk: 5.463 sec
+3
+SELECT "WatchID", "ClientIP", count(*) AS c, sum("Refresh"), avg("ResolutionWidth") FROM hits WHERE "SearchPhrase" <> '' GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 6.281 sec
+10 tuples
+clk: 6.574 sec
+10 tuples
+clk: 6.243 sec
+3
+SELECT "WatchID", "ClientIP", count(*) AS c, sum("Refresh"), avg("ResolutionWidth") FROM hits GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 44.641 sec
+10 tuples
+clk: 41.904 sec
+10 tuples
+clk: 43.218 sec
+3
+SELECT "URL", count(*) AS c FROM hits GROUP BY "URL" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 1:24 min
+10 tuples
+clk: 1:31 min
+10 tuples
+clk: 1:24 min
+3
+SELECT 1, "URL", count(*) AS c FROM hits GROUP BY 1, "URL" ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 1:24 min
+10 tuples
+clk: 1:25 min
+10 tuples
+clk: 1:24 min
+3
+SELECT "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3, count(*) AS c FROM hits GROUP BY "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3 ORDER BY c DESC LIMIT 10;
+10 tuples
+clk: 26.438 sec
+10 tuples
+clk: 26.033 sec
+10 tuples
+clk: 26.147 sec
+3
+SELECT "URL", count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "DontCountHits" = 0 AND "Refresh" = 0 AND "URL" <> '' GROUP BY "URL" ORDER BY "PageViews" DESC LIMIT 10;
+10 tuples
+clk: 4.825 sec
+10 tuples
+clk: 4.618 sec
+10 tuples
+clk: 4.623 sec
+3
+SELECT "Title", count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "DontCountHits" = 0 AND "Refresh" = 0 AND "Title" <> '' GROUP BY "Title" ORDER BY "PageViews" DESC LIMIT 10;
+10 tuples
+clk: 4.380 sec
+10 tuples
+clk: 4.418 sec
+10 tuples
+clk: 4.413 sec
+3
+SELECT "URL", count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 AND "IsLink" <> 0 AND "IsDownload" = 0 GROUP BY "URL" ORDER BY "PageViews" DESC LIMIT 1000;
+1000 tuples
+clk: 4.259 sec
+1000 tuples
+clk: 4.195 sec
+1000 tuples
+clk: 4.195 sec
+3
+SELECT "TraficSourceID", "SearchEngineID", "AdvEngineID", CASE WHEN ("SearchEngineID" = 0 AND "AdvEngineID" = 0) THEN "Referer" ELSE '' END AS Src, "URL" AS Dst, count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 GROUP BY "TraficSourceID", "SearchEngineID", "AdvEngineID", CASE WHEN ("SearchEngineID" = 0 AND "AdvEngineID" = 0) THEN "Referer" ELSE '' END, "URL" ORDER BY "PageViews" DESC LIMIT 1000;
+1000 tuples
+clk: 3.233 sec
+1000 tuples
+clk: 3.180 sec
+1000 tuples
+clk: 3.181 sec
+3
+SELECT "URLHash", "EventDate", count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 AND "TraficSourceID" IN (-1, 6) AND "RefererHash" = 686716256552154761 GROUP BY "URLHash", "EventDate" ORDER BY "PageViews" DESC LIMIT 100;
+0 tuples
+clk: 2.656 sec
+0 tuples
+clk: 2.557 sec
+0 tuples
+clk: 2.561 sec
+3
+SELECT "WindowClientWidth", "WindowClientHeight", count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 AND "DontCountHits" = 0 AND "URLHash" = 686716256552154761 GROUP BY "WindowClientWidth", "WindowClientHeight" ORDER BY "PageViews" DESC LIMIT 10000;
+0 tuples
+clk: 4.161 sec
+0 tuples
+clk: 4.243 sec
+0 tuples
+clk: 4.166 sec
+3
+SELECT DATE_TRUNC('minute', "EventTime") AS "Minute", count(*) AS "PageViews" FROM hits WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-02' AND "Refresh" = 0 AND "DontCountHits" = 0 GROUP BY DATE_TRUNC('minute', "EventTime") ORDER BY DATE_TRUNC('minute', "EventTime");
+0 tuples
+clk: 4.199 sec
+0 tuples
+clk: 4.211 sec
+0 tuples
+clk: 4.190 sec

benchmark/monetdb/queries.sql

@@ -1,111 +1,43 @@
-SELECT count(*) FROM hits_10m;
-SELECT count(*) FROM hits_10m WHERE AdvEngineID <> 0;
-SELECT sum(AdvEngineID), count(*), avg(ResolutionWidth) FROM hits_10m;
-SELECT sum(UserID) FROM hits_10m;
-SELECT count(DISTINCT UserID) FROM hits_10m;
-SELECT count(DISTINCT SearchPhrase) FROM hits_10m;
-SELECT min(EventDate), max(EventDate) FROM hits_10m;
-
-SELECT AdvEngineID, count(*) FROM hits_10m WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY count(*) DESC;
--- мощная фильтрация. После фильтрации почти ничего не остаётся, но делаем ещё агрегацию.;
-
-SELECT RegionID, count(DISTINCT UserID) AS u FROM hits_10m GROUP BY RegionID ORDER BY u DESC LIMIT 10;
--- агрегация, среднее количество ключей.;
-
-SELECT RegionID, sum(AdvEngineID), count(*) AS c, avg(ResolutionWidth), count(DISTINCT UserID) FROM hits_10m GROUP BY RegionID ORDER BY count(*) DESC LIMIT 10;
--- агрегация, среднее количество ключей, несколько агрегатных функций.;
-
-SELECT MobilePhoneModel, count(DISTINCT UserID) AS u FROM hits_10m WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
--- мощная фильтрация по строкам, затем агрегация по строкам.;
-
-SELECT MobilePhone, MobilePhoneModel, count(DISTINCT UserID) AS u FROM hits_10m WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
--- мощная фильтрация по строкам, затем агрегация по паре из числа и строки.;
-
-SELECT SearchPhrase, count(*) FROM hits_10m WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY count(*) DESC LIMIT 10;
--- средняя фильтрация по строкам, затем агрегация по строкам, большое количество ключей.;
-
-SELECT SearchPhrase, count(DISTINCT UserID) AS u FROM hits_10m WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
--- агрегация чуть сложнее.;
-
-SELECT SearchEngineID, SearchPhrase, count(*) FROM hits_10m WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY count(*) DESC LIMIT 10;
--- агрегация по числу и строке, большое количество ключей.;
-
-SELECT UserID, count(*) FROM hits_10m GROUP BY UserID ORDER BY count(*) DESC LIMIT 10;
--- агрегация по очень большому количеству ключей, может не хватить оперативки.;
-
-SELECT UserID, SearchPhrase, count(*) FROM hits_10m GROUP BY UserID, SearchPhrase ORDER BY count(*) DESC LIMIT 10;
--- ещё более сложная агрегация.;
-
-SELECT UserID, SearchPhrase, count(*) FROM hits_10m GROUP BY UserID, SearchPhrase LIMIT 10;
--- то же самое, но без сортировки.;
-
-SELECT UserID, extract (minute from EventTime) AS m, SearchPhrase, count(*) FROM hits_10m GROUP BY UserID, m, SearchPhrase ORDER BY count(*) DESC LIMIT 10;
--- ещё более сложная агрегация, не стоит выполнять на больших таблицах.;
-
-SELECT UserID FROM hits_10m WHERE UserID = 1234567890;
--- мощная фильтрация по столбцу типа UInt64.;
-
-SELECT count(*) FROM hits_10m WHERE URL LIKE '%metrika%';
--- фильтрация по поиску подстроки в строке.;
-
-SELECT SearchPhrase, MAX(URL), count(*) FROM hits_10m WHERE URL LIKE '%metrika%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY count(*) DESC LIMIT 10;
--- вынимаем большие столбцы, фильтрация по строке.;
-
-SELECT SearchPhrase, MAX(URL), MAX(Title), count(*) AS c, count(DISTINCT UserID) FROM hits_10m WHERE Title LIKE '%Яндекс%' AND URL <> '%.yandex.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY count(*) DESC LIMIT 10;
--- чуть больше столбцы.;
-
-SELECT * FROM hits_10m WHERE URL LIKE '%metrika%' ORDER BY EventTime LIMIT 10;
--- плохой запрос - вынимаем все столбцы.;
-
-SELECT SearchPhrase FROM hits_10m WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
--- большая сортировка.;
-
-SELECT SearchPhrase FROM hits_10m WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
--- большая сортировка по строкам.;
-
-SELECT SearchPhrase FROM hits_10m WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
--- большая сортировка по кортежу.;
-
-SELECT CounterID, avg(length(URL)) AS l, count(*) FROM hits_10m WHERE URL <> '' GROUP BY CounterID HAVING count(*) > 100000 ORDER BY l DESC LIMIT 25;
--- считаем средние длины URL для крупных счётчиков.;
-
-SELECT SUBSTRING( SUBSTRING(Referer, POSITION('//' IN Referer) + 2), 1, ifthenelse( (0 > POSITION('/' IN SUBSTRING(Referer, POSITION('//' IN Referer) + 2)) - 1), 0,       POSITION('/' IN SUBSTRING(Referer, POSITION('//' IN Referer) + 2)) - 1 )  ) AS k, avg(length(Referer)) AS l, count(*) AS c, MAX(Referer) FROM hits_10m WHERE Referer <> '' GROUP BY k HAVING count(*) > 100000 ORDER BY l DESC LIMIT 25;
--- то же самое, но с разбивкой по доменам.;
-
-SELECT sum(ResolutionWidth), sum(ResolutionWidth + 1), sum(ResolutionWidth + 2), sum(ResolutionWidth + 3), sum(ResolutionWidth + 4), sum(ResolutionWidth + 5), sum(ResolutionWidth + 6), sum(ResolutionWidth + 7), sum(ResolutionWidth + 8), sum(ResolutionWidth + 9), sum(ResolutionWidth + 10), sum(ResolutionWidth + 11), sum(ResolutionWidth + 12), sum(ResolutionWidth + 13), sum(ResolutionWidth + 14), sum(ResolutionWidth + 15), sum(ResolutionWidth + 16), sum(ResolutionWidth + 17), sum(ResolutionWidth + 18), sum(ResolutionWidth + 19), sum(ResolutionWidth + 20), sum(ResolutionWidth + 21), sum(ResolutionWidth + 22), sum(ResolutionWidth + 23), sum(ResolutionWidth + 24), sum(ResolutionWidth + 25), sum(ResolutionWidth + 26), sum(ResolutionWidth + 27), sum(ResolutionWidth + 28), sum(ResolutionWidth + 29), sum(ResolutionWidth + 30), sum(ResolutionWidth + 31), sum(ResolutionWidth + 32), sum(ResolutionWidth + 33), sum(ResolutionWidth + 34), sum(ResolutionWidth + 35), sum(ResolutionWidth + 36), sum(ResolutionWidth + 37), sum(ResolutionWidth + 38), sum(ResolutionWidth + 39), sum(ResolutionWidth + 40), sum(ResolutionWidth + 41), sum(ResolutionWidth + 42), sum(ResolutionWidth + 43), sum(ResolutionWidth + 44), sum(ResolutionWidth + 45), sum(ResolutionWidth + 46), sum(ResolutionWidth + 47), sum(ResolutionWidth + 48), sum(ResolutionWidth + 49), sum(ResolutionWidth + 50), sum(ResolutionWidth + 51), sum(ResolutionWidth + 52), sum(ResolutionWidth + 53), sum(ResolutionWidth + 54), sum(ResolutionWidth + 55), sum(ResolutionWidth + 56), sum(ResolutionWidth + 57), sum(ResolutionWidth + 58), sum(ResolutionWidth + 59), sum(ResolutionWidth + 60), sum(ResolutionWidth + 61), sum(ResolutionWidth + 62), sum(ResolutionWidth + 63), sum(ResolutionWidth + 64), sum(ResolutionWidth + 65), sum(ResolutionWidth + 66), sum(ResolutionWidth + 67), sum(ResolutionWidth + 68), sum(ResolutionWidth + 69), sum(ResolutionWidth + 70), sum(ResolutionWidth + 71), sum(ResolutionWidth + 72), sum(ResolutionWidth + 73), sum(ResolutionWidth + 74), sum(ResolutionWidth + 75), sum(ResolutionWidth + 76), sum(ResolutionWidth + 77), sum(ResolutionWidth + 78), sum(ResolutionWidth + 79), sum(ResolutionWidth + 80), sum(ResolutionWidth + 81), sum(ResolutionWidth + 82), sum(ResolutionWidth + 83), sum(ResolutionWidth + 84), sum(ResolutionWidth + 85), sum(ResolutionWidth + 86), sum(ResolutionWidth + 87), sum(ResolutionWidth + 88), sum(ResolutionWidth + 89) FROM hits_10m;
--- много тупых агрегатных функций.;
-
-SELECT SearchEngineID, ClientIP, count(*) AS c, sum(Refresh), avg(ResolutionWidth) FROM hits_10m WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY count(*) DESC LIMIT 10;
--- сложная агрегация, для больших таблиц может не хватить оперативки.;
-
-SELECT WatchID, ClientIP, count(*) AS c, sum(Refresh), avg(ResolutionWidth) FROM hits_10m WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY count(*) DESC LIMIT 10;
--- агрегация по двум полям, которая ничего не агрегирует. Для больших таблиц выполнить не получится.;
-
-SELECT WatchID, ClientIP, count(*) AS c, sum(Refresh), avg(ResolutionWidth) FROM hits_10m GROUP BY WatchID, ClientIP ORDER BY count(*) DESC LIMIT 10;
--- то же самое, но ещё и без фильтрации.;
-
-SELECT URL, count(*) FROM hits_10m GROUP BY URL ORDER BY count(*) DESC LIMIT 10;
--- агрегация по URL.;
-
-SELECT 1, URL, count(*) FROM hits_10m GROUP BY 1, URL ORDER BY count(*) DESC LIMIT 10;
--- агрегация по URL и числу.;
-
-SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, count(*) FROM hits_10m GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY count(*) DESC LIMIT 10;
- 
-SELECT  URL,     count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT DontCountHits AND NOT Refresh AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
-
-
-SELECT Title, count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT DontCountHits AND NOT Refresh AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
-
-
-SELECT URL, count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT Refresh AND IsLink AND NOT IsDownload GROUP BY URL ORDER BY PageViews DESC LIMIT 1000;
-
-
-SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN SearchEngineID = 0 AND AdvEngineID = 0 THEN  Referer ELSE '' END AS Src, URL AS Dst, count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT Refresh GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 1000; 
-
-
-SELECT URLHash, EventDate, count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT Refresh AND TraficSourceID IN (-1, 6) AND RefererHash =  6202628419148573758  GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 100000; 
-
-SELECT WindowClientWidth, WindowClientHeight, count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND NOT Refresh AND NOT DontCountHits AND URLHash =  6202628419148573758 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10000; 
-
-SELECT EventTime - extract (SECOND from EventTime) AS M, count(*) AS PageViews FROM hits_10m WHERE CounterID = 62 AND EventDate >= '2013-07-01'                         AND EventDate <= '2013-07-02' AND NOT Refresh AND NOT DontCountHits GROUP BY M ORDER BY M; 
+SELECT count(*) FROM {table};
+SELECT count(*) FROM {table} WHERE "AdvEngineID" <> 0;
+SELECT sum("AdvEngineID"), count(*), avg("ResolutionWidth") FROM {table};
+SELECT sum("UserID") FROM {table};
+SELECT COUNT(DISTINCT "UserID") FROM {table};
+SELECT COUNT(DISTINCT "SearchPhrase") FROM {table};
+SELECT min("EventDate"), max("EventDate") FROM {table};
+SELECT "AdvEngineID", count(*) FROM {table} WHERE "AdvEngineID" <> 0 GROUP BY "AdvEngineID" ORDER BY count(*) DESC;
+SELECT "RegionID", COUNT(DISTINCT "UserID") AS u FROM {table} GROUP BY "RegionID" ORDER BY u DESC LIMIT 10;
+SELECT "RegionID", sum("AdvEngineID"), count(*) AS c, avg("ResolutionWidth"), COUNT(DISTINCT "UserID") FROM {table} GROUP BY "RegionID" ORDER BY c DESC LIMIT 10;
+SELECT "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM {table} WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+SELECT "MobilePhone", "MobilePhoneModel", COUNT(DISTINCT "UserID") AS u FROM {table} WHERE "MobilePhoneModel" <> '' GROUP BY "MobilePhone", "MobilePhoneModel" ORDER BY u DESC LIMIT 10;
+SELECT "SearchPhrase", count(*) AS c FROM {table} WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "SearchPhrase", COUNT(DISTINCT "UserID") AS u FROM {table} WHERE "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY u DESC LIMIT 10;
+SELECT "SearchEngineID", "SearchPhrase", count(*) AS c FROM {table} WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "UserID", count(*) FROM {table} GROUP BY "UserID" ORDER BY count(*) DESC LIMIT 10;
+SELECT "UserID", "SearchPhrase", count(*) FROM {table} GROUP BY "UserID", "SearchPhrase" ORDER BY count(*) DESC LIMIT 10;
+SELECT "UserID", "SearchPhrase", count(*) FROM {table} GROUP BY "UserID", "SearchPhrase" LIMIT 10;
+SELECT "UserID", extract(minute FROM "EventTime") AS m, "SearchPhrase", count(*) FROM {table} GROUP BY "UserID", m, "SearchPhrase" ORDER BY count(*) DESC LIMIT 10;
+SELECT "UserID" FROM {table} WHERE "UserID" = -6101065172474983726;
+SELECT count(*) FROM {table} WHERE "URL" LIKE '%metrika%';
+SELECT "SearchPhrase", min("URL"), count(*) AS c FROM {table} WHERE "URL" LIKE '%metrika%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT "SearchPhrase", min("URL"), min("Title"), count(*) AS c, COUNT(DISTINCT "UserID") FROM {table} WHERE "Title" LIKE '%Яндекс%' AND "URL" NOT LIKE '%.yandex.%' AND "SearchPhrase" <> '' GROUP BY "SearchPhrase" ORDER BY c DESC LIMIT 10;
+SELECT * FROM {table} WHERE "URL" LIKE '%metrika%' ORDER BY "EventTime" LIMIT 10;
+SELECT "SearchPhrase" FROM {table} WHERE "SearchPhrase" <> '' ORDER BY "EventTime" LIMIT 10;
+SELECT "SearchPhrase" FROM {table} WHERE "SearchPhrase" <> '' ORDER BY "SearchPhrase" LIMIT 10;
+SELECT "SearchPhrase" FROM {table} WHERE "SearchPhrase" <> '' ORDER BY "EventTime", "SearchPhrase" LIMIT 10;
+SELECT "CounterID", avg(length("URL")) AS l, count(*) AS c FROM {table} WHERE "URL" <> '' GROUP BY "CounterID" HAVING count(*) > 100000 ORDER BY l DESC LIMIT 25;
+SELECT sys.getdomain("Referer") AS key, avg(length("Referer")) AS l, count(*) AS c, min("Referer") FROM {table} WHERE "Referer" <> '' GROUP BY key HAVING count(*) > 100000 ORDER BY l DESC LIMIT 25;
+SELECT sum("ResolutionWidth"), sum("ResolutionWidth" + 1), sum("ResolutionWidth" + 2), sum("ResolutionWidth" + 3), sum("ResolutionWidth" + 4), sum("ResolutionWidth" + 5), sum("ResolutionWidth" + 6), sum("ResolutionWidth" + 7), sum("ResolutionWidth" + 8), sum("ResolutionWidth" + 9), sum("ResolutionWidth" + 10), sum("ResolutionWidth" + 11), sum("ResolutionWidth" + 12), sum("ResolutionWidth" + 13), sum("ResolutionWidth" + 14), sum("ResolutionWidth" + 15), sum("ResolutionWidth" + 16), sum("ResolutionWidth" + 17), sum("ResolutionWidth" + 18), sum("ResolutionWidth" + 19), sum("ResolutionWidth" + 20), sum("ResolutionWidth" + 21), sum("ResolutionWidth" + 22), sum("ResolutionWidth" + 23), sum("ResolutionWidth" + 24), sum("ResolutionWidth" + 25), sum("ResolutionWidth" + 26), sum("ResolutionWidth" + 27), sum("ResolutionWidth" + 28), sum("ResolutionWidth" + 29), sum("ResolutionWidth" + 30), sum("ResolutionWidth" + 31), sum("ResolutionWidth" + 32), sum("ResolutionWidth" + 33), sum("ResolutionWidth" + 34), sum("ResolutionWidth" + 35), sum("ResolutionWidth" + 36), sum("ResolutionWidth" + 37), sum("ResolutionWidth" + 38), sum("ResolutionWidth" + 39), sum("ResolutionWidth" + 40), sum("ResolutionWidth" + 41), sum("ResolutionWidth" + 42), sum("ResolutionWidth" + 43), sum("ResolutionWidth" + 44), sum("ResolutionWidth" + 45), sum("ResolutionWidth" + 46), sum("ResolutionWidth" + 47), sum("ResolutionWidth" + 48), sum("ResolutionWidth" + 49), sum("ResolutionWidth" + 50), sum("ResolutionWidth" + 51), sum("ResolutionWidth" + 52), sum("ResolutionWidth" + 53), sum("ResolutionWidth" + 54), sum("ResolutionWidth" + 55), sum("ResolutionWidth" + 56), sum("ResolutionWidth" + 57), sum("ResolutionWidth" + 58), sum("ResolutionWidth" + 59), sum("ResolutionWidth" + 60), sum("ResolutionWidth" + 61), sum("ResolutionWidth" + 62), sum("ResolutionWidth" + 63), sum("ResolutionWidth" + 64), sum("ResolutionWidth" + 65), sum("ResolutionWidth" + 66), sum("ResolutionWidth" + 67), sum("ResolutionWidth" + 68), sum("ResolutionWidth" + 69), sum("ResolutionWidth" + 70), sum("ResolutionWidth" + 71), sum("ResolutionWidth" + 72), sum("ResolutionWidth" + 73), sum("ResolutionWidth" + 74), sum("ResolutionWidth" + 75), sum("ResolutionWidth" + 76), sum("ResolutionWidth" + 77), sum("ResolutionWidth" + 78), sum("ResolutionWidth" + 79), sum("ResolutionWidth" + 80), sum("ResolutionWidth" + 81), sum("ResolutionWidth" + 82), sum("ResolutionWidth" + 83), sum("ResolutionWidth" + 84), sum("ResolutionWidth" + 85), sum("ResolutionWidth" + 86), sum("ResolutionWidth" + 87), sum("ResolutionWidth" + 88), sum("ResolutionWidth" + 89) FROM {table};
+SELECT "SearchEngineID", "ClientIP", count(*) AS c, sum("Refresh"), avg("ResolutionWidth") FROM {table} WHERE "SearchPhrase" <> '' GROUP BY "SearchEngineID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "WatchID", "ClientIP", count(*) AS c, sum("Refresh"), avg("ResolutionWidth") FROM {table} WHERE "SearchPhrase" <> '' GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "WatchID", "ClientIP", count(*) AS c, sum("Refresh"), avg("ResolutionWidth") FROM {table} GROUP BY "WatchID", "ClientIP" ORDER BY c DESC LIMIT 10;
+SELECT "URL", count(*) AS c FROM {table} GROUP BY "URL" ORDER BY c DESC LIMIT 10;
+SELECT 1, "URL", count(*) AS c FROM {table} GROUP BY 1, "URL" ORDER BY c DESC LIMIT 10;
+SELECT "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3, count(*) AS c FROM {table} GROUP BY "ClientIP", "ClientIP" - 1, "ClientIP" - 2, "ClientIP" - 3 ORDER BY c DESC LIMIT 10;
+SELECT "URL", count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "DontCountHits" = 0 AND "Refresh" = 0 AND "URL" <> '' GROUP BY "URL" ORDER BY "PageViews" DESC LIMIT 10;
+SELECT "Title", count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "DontCountHits" = 0 AND "Refresh" = 0 AND "Title" <> '' GROUP BY "Title" ORDER BY "PageViews" DESC LIMIT 10;
+SELECT "URL", count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 AND "IsLink" <> 0 AND "IsDownload" = 0 GROUP BY "URL" ORDER BY "PageViews" DESC LIMIT 1000;
+SELECT "TraficSourceID", "SearchEngineID", "AdvEngineID", CASE WHEN ("SearchEngineID" = 0 AND "AdvEngineID" = 0) THEN "Referer" ELSE '' END AS Src, "URL" AS Dst, count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 GROUP BY "TraficSourceID", "SearchEngineID", "AdvEngineID", CASE WHEN ("SearchEngineID" = 0 AND "AdvEngineID" = 0) THEN "Referer" ELSE '' END, "URL" ORDER BY "PageViews" DESC LIMIT 1000;
+SELECT "URLHash", "EventDate", count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 AND "TraficSourceID" IN (-1, 6) AND "RefererHash" = 686716256552154761 GROUP BY "URLHash", "EventDate" ORDER BY "PageViews" DESC LIMIT 100;
+SELECT "WindowClientWidth", "WindowClientHeight", count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-31' AND "Refresh" = 0 AND "DontCountHits" = 0 AND "URLHash" = 686716256552154761 GROUP BY "WindowClientWidth", "WindowClientHeight" ORDER BY "PageViews" DESC LIMIT 10000;
+SELECT DATE_TRUNC('minute', "EventTime") AS "Minute", count(*) AS "PageViews" FROM {table} WHERE "CounterID" = 62 AND "EventDate" >= '2013-07-01' AND "EventDate" <= '2013-07-02' AND "Refresh" = 0 AND "DontCountHits" = 0 GROUP BY DATE_TRUNC('minute', "EventTime") ORDER BY DATE_TRUNC('minute', "EventTime");

benchmark/monetdb/send-query

@@ -1,5 +1,4 @@
-#!/usr/bin/env bash
-#!/bin/expect
+#!/usr/bin/expect
 
 # Set timeout
 set timeout 600
@@ -7,14 +6,14 @@ set timeout 600
 # Get arguments
 set query [lindex $argv 0]
 
-spawn mclient -u monetdb -d hits
+spawn mclient -u monetdb -d test --timer=clock
 expect "password:"
 send "monetdb\r"
 
 expect "sql>"
-send "$query\r"
+send "$query;\r"
 
 expect "sql>"
 send "\\q\r"
 
-expect eof
+expect eof

cmake/find/cassandra.cmake

@@ -1,6 +1,10 @@
 option(ENABLE_CASSANDRA "Enable Cassandra" ${ENABLE_LIBRARIES})
 
 if (ENABLE_CASSANDRA)
+    if (APPLE)
+        SET(CMAKE_MACOSX_RPATH ON)
+    endif()
+
     if (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/libuv")
         message (ERROR "submodule contrib/libuv is missing. to fix try run: \n git submodule update --init --recursive")
     elseif (NOT EXISTS "${ClickHouse_SOURCE_DIR}/contrib/cassandra")

cmake/find/termcap.cmake

@@ -1,8 +0,0 @@
-find_library (TERMCAP_LIBRARY tinfo)
-if (NOT TERMCAP_LIBRARY)
-    find_library (TERMCAP_LIBRARY ncurses)
-endif()
-if (NOT TERMCAP_LIBRARY)
-    find_library (TERMCAP_LIBRARY termcap)
-endif()
-message (STATUS "Using termcap: ${TERMCAP_LIBRARY}")

contrib/aws-s3-cmake/CMakeLists.txt

@@ -18,7 +18,6 @@ file(GLOB AWS_CORE_SOURCES
     "${AWS_CORE_LIBRARY_DIR}/source/client/*.cpp"
     "${AWS_CORE_LIBRARY_DIR}/source/http/*.cpp"
     "${AWS_CORE_LIBRARY_DIR}/source/http/standard/*.cpp"
-    "${AWS_CORE_LIBRARY_DIR}/source/http/curl/*.cpp"
     "${AWS_CORE_LIBRARY_DIR}/source/config/*.cpp"
     "${AWS_CORE_LIBRARY_DIR}/source/external/cjson/*.cpp"
     "${AWS_CORE_LIBRARY_DIR}/source/external/tinyxml2/*.cpp"
@@ -91,7 +90,6 @@ set_property(TARGET aws_s3_checksums PROPERTY C_STANDARD 99)
 
 add_library(aws_s3 ${S3_UNIFIED_SRC})
 
-target_compile_definitions(aws_s3 PUBLIC -DENABLE_CURL_CLIENT)
 target_compile_definitions(aws_s3 PUBLIC "AWS_SDK_VERSION_MAJOR=1")
 target_compile_definitions(aws_s3 PUBLIC "AWS_SDK_VERSION_MINOR=7")
 target_compile_definitions(aws_s3 PUBLIC "AWS_SDK_VERSION_PATCH=231")
@@ -102,4 +100,4 @@ if (OPENSSL_FOUND)
     target_link_libraries(aws_s3 PRIVATE ${OPENSSL_LIBRARIES})
 endif()
 
-target_link_libraries(aws_s3 PRIVATE aws_s3_checksums curl)
+target_link_libraries(aws_s3 PRIVATE aws_s3_checksums)

contrib/cctz-cmake/CMakeLists.txt

@@ -26,14 +26,7 @@ if (USE_INTERNAL_CCTZ)
 
     # Build a libray with embedded tzdata
 
-    if (OS_LINUX AND ARCH_AMD64)
-
-        find_program (OBJCOPY_PATH NAMES "llvm-objcopy" "llvm-objcopy-10" "llvm-objcopy-9" "llvm-objcopy-8" "objcopy")
-        if (OBJCOPY_PATH)
-            message(STATUS "Using objcopy: ${OBJCOPY_PATH}.")
-        else ()
-            message(FATAL_ERROR "Cannot find objcopy.")
-        endif ()
+    if (OS_LINUX)
 
         set (TIMEZONES
             Africa/Abidjan
@@ -609,7 +602,7 @@ if (USE_INTERNAL_CCTZ)
 
             # https://stackoverflow.com/questions/14776463/compile-and-add-an-object-file-from-a-binary-with-cmake
             add_custom_command(OUTPUT ${TZ_OBJ}
-                COMMAND cd ${TZDIR} && ${OBJCOPY_PATH} -I binary -O elf64-x86-64 -B i386 ${TIMEZONE} ${CMAKE_CURRENT_BINARY_DIR}/${TZ_OBJ}
+                COMMAND cd ${TZDIR} && ${OBJCOPY_PATH} -I binary ${OBJCOPY_ARCH_OPTIONS} ${TIMEZONE} ${CMAKE_CURRENT_BINARY_DIR}/${TZ_OBJ}
                 COMMAND ${OBJCOPY_PATH} --rename-section .data=.rodata,alloc,load,readonly,data,contents
                     ${CMAKE_CURRENT_BINARY_DIR}/${TZ_OBJ} ${CMAKE_CURRENT_BINARY_DIR}/${TZ_OBJ})
 
@@ -623,7 +616,7 @@ if (USE_INTERNAL_CCTZ)
         # libraries in linker command. To avoid this we hardcode whole-archive
         # library into single string.
         add_dependencies(cctz tzdata)
-        target_link_libraries(cctz INTERFACE "-Wl,--whole-archive $<TARGET_FILE:tzdata> -Wl,--no-whole-archive")
+        target_link_libraries(cctz INTERFACE "-Wl,${WHOLE_ARCHIVE} $<TARGET_FILE:tzdata> -Wl,${NO_WHOLE_ARCHIVE}")
     endif ()
 
 else ()

debian/clickhouse-server.init

@@ -122,11 +122,11 @@ initdb()
         CLICKHOUSE_DATADIR_FROM_CONFIG=$CLICKHOUSE_DATADIR
     fi
 
-    if ! getent group ${CLICKHOUSE_USER} >/dev/null; then
+    if ! getent passwd ${CLICKHOUSE_USER} >/dev/null; then
         echo "Can't chown to non-existing user ${CLICKHOUSE_USER}"
         return
     fi
-    if ! getent passwd ${CLICKHOUSE_GROUP} >/dev/null; then
+    if ! getent group ${CLICKHOUSE_GROUP} >/dev/null; then
         echo "Can't chown to non-existing group ${CLICKHOUSE_GROUP}"
         return
     fi

docker/images.json

@@ -92,6 +92,10 @@
         "name": "yandex/clickhouse-fasttest",
         "dependent": []
     },
+    "docker/test/style": {
+        "name": "yandex/clickhouse-style-test",
+        "dependent": []
+    },
     "docker/test/integration/s3_proxy": {
         "name": "yandex/clickhouse-s3-proxy",
         "dependent": []
@@ -103,5 +107,25 @@
     "docker/test/integration/helper_container": {
         "name": "yandex/clickhouse-integration-helper",
         "dependent": []
+    },
+    "docker/test/integration/mysql_golang_client": {
+        "name": "yandex/clickhouse-mysql-golang-client",
+        "dependent": []
+    },
+    "docker/test/integration/mysql_java_client": {
+        "name": "yandex/clickhouse-mysql-java-client",
+        "dependent": []
+    },
+    "docker/test/integration/mysql_js_client": {
+        "name": "yandex/clickhouse-mysql-js-client",
+        "dependent": []
+    },
+    "docker/test/integration/mysql_php_client": {
+        "name": "yandex/clickhouse-mysql-php-client",
+        "dependent": []
+    },
+    "docker/test/integration/postgresql_java_client": {
+        "name": "yandex/clickhouse-postgresql-java-client",
+        "dependent": []
     }
 }

docker/packager/binary/build.sh

@@ -2,6 +2,9 @@
 
 set -x -e
 
+# Update tzdata to the latest version. It is embedded into clickhouse binary.
+sudo apt-get update && sudo apt-get install tzdata
+
 mkdir -p build/cmake/toolchain/darwin-x86_64
 tar xJf MacOSX10.14.sdk.tar.xz -C build/cmake/toolchain/darwin-x86_64 --strip-components=1
 

docker/packager/deb/build.sh

@@ -2,6 +2,9 @@
 
 set -x -e
 
+# Update tzdata to the latest version. It is embedded into clickhouse binary.
+sudo apt-get update && sudo apt-get install tzdata
+
 ccache --show-stats ||:
 ccache --zero-stats ||:
 build/release --no-pbuilder $ALIEN_PKGS | ts '%Y-%m-%d %H:%M:%S'

docker/test/fasttest/run.sh

@@ -158,6 +158,8 @@ TESTS_TO_SKIP=(
     01280_ssd_complex_key_dictionary
     00652_replicated_mutations_zookeeper
     01411_bayesian_ab_testing
+    01238_http_memory_tracking              # max_memory_usage_for_user can interfere another queries running concurrently
+    01281_group_by_limit_memory_tracking    # max_memory_usage_for_user can interfere another queries running concurrently
 )
 
 clickhouse-test -j 4 --no-long --testname --shard --zookeeper --skip ${TESTS_TO_SKIP[*]} 2>&1 | ts '%Y-%m-%d %H:%M:%S' | tee /test_output/test_log.txt

docker/test/integration/mysql_golang_client/Dockerfile

@@ -1,3 +1,6 @@
+# docker build -t yandex/clickhouse-mysql-golang-client .
+# MySQL golang client docker container
+
 FROM golang:1.12.2
 
 RUN go get "github.com/go-sql-driver/mysql"

docker/test/integration/mysql_java_client/Dockerfile

@@ -1,3 +1,6 @@
+# docker build -t yandex/clickhouse-mysql-java-client .
+# MySQL Java client docker container
+
 FROM ubuntu:18.04
 
 RUN apt-get update && \

docker/test/integration/mysql_js_client/Dockerfile

@@ -0,0 +1,8 @@
+# docker build -t yandex/clickhouse-mysql-js-client .
+# MySQL JavaScript client docker container
+
+FROM node:8
+
+RUN npm install mysql
+
+COPY ./test.js test.js

docker/test/integration/mysql_php_client/Dockerfile

@@ -1,3 +1,6 @@
+# docker build -t yandex/clickhouse-mysql-php-client .
+# MySQL PHP client docker container
+
 FROM php:7.3-cli
 
 COPY ./client.crt client.crt

docker/test/integration/postgresql_java_client/Dockerfile

@@ -1,3 +1,6 @@
+# docker build -t yandex/clickhouse-postgresql-java-client .
+# PostgreSQL Java client docker container
+
 FROM ubuntu:18.04
 
 RUN apt-get update && \

docker/test/integration/runner/compose/docker_compose_mysql_golang_client.yml

@@ -1,8 +1,6 @@
 version: '2.3'
 services:
   golang1:
-    build:
-      context: ./
-      network: host
+    image: yandex/clickhouse-mysql-golang-client:${DOCKER_MYSQL_GOLANG_CLIENT_TAG}
     # to keep container running
     command: sleep infinity

docker/test/integration/runner/compose/docker_compose_mysql_java_client.yml

@@ -1,8 +1,6 @@
 version: '2.3'
 services:
   java1:
-    build:
-      context: ./
-      network: host
+    image: yandex/clickhouse-mysql-java-client:${DOCKER_MYSQL_JAVA_CLIENT_TAG}
     # to keep container running
     command: sleep infinity

docker/test/integration/runner/compose/docker_compose_mysql_js_client.yml

@@ -1,8 +1,6 @@
 version: '2.3'
 services:
   mysqljs1:
-    build:
-      context: ./
-      network: host
+    image: yandex/clickhouse-mysql-js-client:${DOCKER_MYSQL_JS_CLIENT_TAG}
     # to keep container running
     command: sleep infinity

docker/test/integration/runner/compose/docker_compose_mysql_php_client.yml

@@ -1,7 +1,6 @@
 version: '2.3'
 services:
   php1:
-    build:
-      context: ./
+    image: yandex/clickhouse-mysql-php-client:${DOCKER_MYSQL_PHP_CLIENT_TAG}
     # to keep container running
     command: sleep infinity

docker/test/integration/runner/compose/docker_compose_postgesql_java_client.yml

@@ -1,8 +1,6 @@
 version: '2.2'
 services:
   java:
-    build:
-      context: ./
-      network: host
+    image: yandex/clickhouse-postgresql-java-client:${DOCKER_POSTGRESQL_JAVA_CLIENT_TAG}
     # to keep container running
     command: sleep infinity

docker/test/integration/runner/dockerd-entrypoint.sh

@@ -22,5 +22,11 @@ export CLICKHOUSE_TESTS_CLIENT_BIN_PATH=/clickhouse
 export CLICKHOUSE_TESTS_BASE_CONFIG_DIR=/clickhouse-config
 export CLICKHOUSE_ODBC_BRIDGE_BINARY_PATH=/clickhouse-odbc-bridge
 
+export DOCKER_MYSQL_GOLANG_CLIENT_TAG=${DOCKER_MYSQL_GOLANG_CLIENT_TAG:=latest}
+export DOCKER_MYSQL_JAVA_CLIENT_TAG=${DOCKER_MYSQL_JAVA_CLIENT_TAG:=latest}
+export DOCKER_MYSQL_JS_CLIENT_TAG=${DOCKER_MYSQL_JS_CLIENT_TAG:=latest}
+export DOCKER_MYSQL_PHP_CLIENT_TAG=${DOCKER_MYSQL_PHP_CLIENT_TAG:=latest}
+export DOCKER_POSTGRESQL_JAVA_CLIENT_TAG=${DOCKER_POSTGRESQL_JAVA_CLIENT_TAG:=latest}
+
 cd /ClickHouse/tests/integration
 exec "$@"

docker/test/performance-comparison/compare.sh

@@ -318,10 +318,10 @@ create view right_query_log as select *
 
 create view query_logs as
     select 0 version, query_id, ProfileEvents.Names, ProfileEvents.Values,
-        query_duration_ms from left_query_log
+        query_duration_ms, memory_usage from left_query_log
     union all
     select 1 version, query_id, ProfileEvents.Names, ProfileEvents.Values,
-        query_duration_ms from right_query_log
+        query_duration_ms, memory_usage from right_query_log
     ;
 
 -- This is a single source of truth on all metrics we have for query runs. The
@@ -345,10 +345,11 @@ create table query_run_metric_arrays engine File(TSV, 'analyze/query-run-metric-
                             arrayMap(x->toFloat64(x), ProfileEvents.Values))]
                     ),
                     arrayReduce('sumMapState', [(
-                        ['client_time', 'server_time'],
+                        ['client_time', 'server_time', 'memory_usage'],
                         arrayMap(x->if(x != 0., x, -0.), [
                             toFloat64(query_runs.time),
-                            toFloat64(query_duration_ms / 1000.)]))])
+                            toFloat64(query_duration_ms / 1000.),
+                            toFloat64(memory_usage)]))])
                 ]
             )) as metrics_tuple).1 metric_names,
         metrics_tuple.2 metric_values

docker/test/performance-comparison/download.sh

@@ -33,13 +33,16 @@ function download
         fi
     done
 
-    # Might have the same version on left and right (for testing).
+    # Might have the same version on left and right (for testing) -- in this case we just copy
+    # already downloaded 'right' to the 'left. There is the third case when we don't have to
+    # download anything, for example in some manual runs. In this case, SHAs are not set.
     if ! [ "$left_sha" = "$right_sha" ]
     then
         wget -nv -nd -c "$left_path" -O- | tar -C left --strip-components=1 -zxv  &
-    else
+    elif [ "$right_sha" != "" ]
+    then
         mkdir left ||:
-        cp -a right/* left &
+        cp -an right/* left &
     fi
 
     for dataset_name in $datasets

docker/test/performance-comparison/manual-run.sh

@@ -15,24 +15,24 @@ function download
     mkdir left right db0 ||:
 
     "$script_dir/download.sh" ||: &
-    cp -vP "$repo_dir"/../build-gcc9-rel/programs/clickhouse* right &
-    cp -vP "$repo_dir"/../build-clang10-rel/programs/clickhouse* left &
+    cp -nvP "$repo_dir"/../build-gcc9-rel/programs/clickhouse* left &
+    cp -nvP "$repo_dir"/../build-clang10-rel/programs/clickhouse* right &
     wait
 }
 
 function configure
 {
     # Test files
-    cp -av "$repo_dir/tests/performance" right
-    cp -av "$repo_dir/tests/performance" left
+    cp -nav "$repo_dir/tests/performance" right
+    cp -nav "$repo_dir/tests/performance" left
 
     # Configs
-    cp -av "$script_dir/config" right
-    cp -av "$script_dir/config" left
-    cp -av "$repo_dir"/programs/server/config* right/config
-    cp -av "$repo_dir"/programs/server/user* right/config
-    cp -av "$repo_dir"/programs/server/config* left/config
-    cp -av "$repo_dir"/programs/server/user* left/config
+    cp -nav "$script_dir/config" right
+    cp -nav "$script_dir/config" left
+    cp -nav "$repo_dir"/programs/server/config* right/config
+    cp -nav "$repo_dir"/programs/server/user* right/config
+    cp -nav "$repo_dir"/programs/server/config* left/config
+    cp -nav "$repo_dir"/programs/server/user* left/config
 
     tree left
 }

docker/test/performance-comparison/perf.py

@@ -222,17 +222,22 @@ for query_index, q in enumerate(test_queries):
             query_error_on_connection[conn_index] = traceback.format_exc();
             continue
 
-    # If prewarm fails for the query on both servers -- report the error, skip
-    # the query and continue testing the next query.
-    if query_error_on_connection.count(None) == 0:
-        print(query_error_on_connection[0], file = sys.stderr)
-        continue
 
+    # Report all errors that ocurred during prewarm and decide what to do next.
+    # If prewarm fails for the query on all servers -- skip the query and
+    # continue testing the next query.
     # If prewarm fails on one of the servers, run the query on the rest of them.
-    # Useful for queries that use new functions added in the new server version.
-    if query_error_on_connection.count(None) < len(query_error_on_connection):
-        no_error = [i for i, e in enumerate(query_error_on_connection) if not e]
-        print(f'partial\t{query_index}\t{no_error}')
+    no_errors = []
+    for i, e in enumerate(query_error_on_connection):
+        if e:
+            print(e, file = sys.stderr)
+        else:
+            no_errors.append(i)
+
+    if len(no_errors) == 0:
+        continue
+    elif len(no_errors) < len(connections):
+        print(f'partial\t{query_index}\t{no_errors}')
 
     # Now, perform measured runs.
     # Track the time spent by the client to process this query, so that we can
@@ -245,7 +250,15 @@ for query_index, q in enumerate(test_queries):
         for conn_index, c in enumerate(connections):
             if query_error_on_connection[conn_index]:
                 continue
-            res = c.execute(q, query_id = run_id)
+
+            try:
+                res = c.execute(q, query_id = run_id)
+            except Exception as e:
+                # Add query id to the exception to make debugging easier.
+                e.args = (run_id, *e.args)
+                e.message = run_id + ': ' + e.message
+                raise
+
             print(f'query\t{query_index}\t{run_id}\t{conn_index}\t{c.last_query.elapsed}')
             server_seconds += c.last_query.elapsed
 

docker/test/performance-comparison/report.py

@@ -353,7 +353,7 @@ if args.report == 'main':
                 attrs[1] = ''
             if float(row[0]) > allowed_single_run_time:
                 attrs[0] = f'style="background: {color_bad}"'
-                errors_explained.append([f'<a href="#{anchor}">The query no. {row[3]} of test \'{row[2]}\' is taking too long to run. Keep the run time below {allowed_single_run} seconds"</a>'])
+                errors_explained.append([f'<a href="#{anchor}">The query no. {row[3]} of test \'{row[2]}\' is taking too long to run. Keep the run time below {allowed_single_run_time} seconds"</a>'])
                 slow_average_tests += 1
             else:
                 attrs[0] = ''

docker/test/stress/stress

@@ -24,20 +24,26 @@ def run_perf_test(cmd, xmls_path, output_folder):
     return p
 
 
+def get_options(i):
+    options = ""
+    if 0 < i:
+        options += " --order=random"
+    if i == 1:
+        options += " --atomic-db-engine"
+    return options
+
+
 def run_func_test(cmd, output_prefix, num_processes, skip_tests_option):
     skip_list_opt = get_skip_list_cmd(cmd)
     output_paths = [os.path.join(output_prefix, "stress_test_run_{}.txt".format(i)) for i in range(num_processes)]
-    f = open(output_paths[0], 'w')
-    main_command = "{} {} {}".format(cmd, skip_list_opt, skip_tests_option)
-    logging.info("Run func tests main cmd '%s'", main_command)
-    pipes = [Popen(main_command, shell=True, stdout=f, stderr=f)]
-    for output_path in output_paths[1:]:
-        time.sleep(0.5)
-        f = open(output_path, 'w')
-        full_command = "{} {} --order=random {}".format(cmd, skip_list_opt, skip_tests_option)
+    pipes = []
+    for i in range(0, len(output_paths)):
+        f = open(output_paths[i], 'w')
+        full_command = "{} {} {} {}".format(cmd, skip_list_opt, get_options(i), skip_tests_option)
         logging.info("Run func tests '%s'", full_command)
         p = Popen(full_command, shell=True, stdout=f, stderr=f)
         pipes.append(p)
+        time.sleep(0.5)
     return pipes
 
 

docker/test/style/Dockerfile

@@ -0,0 +1,8 @@
+# docker build -t yandex/clickhouse-style-test . 
+FROM ubuntu:20.04
+
+RUN apt-get update && env DEBIAN_FRONTEND=noninteractive apt-get install --yes shellcheck libxml2-utils git
+
+
+CMD cd /ClickHouse/utils/check-style && ./check-style -n | tee /test_output/style_output.txt && \
+    ./check-duplicate-includes.sh | tee /test_output/duplicate_output.txt

docs/en/development/architecture.md

@@ -120,7 +120,7 @@ There are ordinary functions and aggregate functions. For aggregate functions, s
 
 Ordinary functions don’t change the number of rows – they work as if they are processing each row independently. In fact, functions are not called for individual rows, but for `Block`’s of data to implement vectorized query execution.
 
-There are some miscellaneous functions, like [blockSize](../sql-reference/functions/other-functions.md#function-blocksize), [rowNumberInBlock](../sql-reference/functions/other-functions.md#function-rownumberinblock), and \[runningAccumulate\](../sql-reference/functions/other-functions.md\#runningaccumulatexploit block processing and violate the independence of rows.
+There are some miscellaneous functions, like [blockSize](../sql-reference/functions/other-functions.md#function-blocksize), [rowNumberInBlock](../sql-reference/functions/other-functions.md#function-rownumberinblock), and [runningAccumulate](../sql-reference/functions/other-functions.md#runningaccumulate), that exploit block processing and violate the independence of rows.
 
 ClickHouse has strong typing, so there’s no implicit type conversion. If a function doesn’t support a specific combination of types, it throws an exception. But functions can work (be overloaded) for many different combinations of types. For example, the `plus` function (to implement the `+` operator) works for any combination of numeric types: `UInt8` + `Float32`, `UInt16` + `Int8`, and so on. Also, some variadic functions can accept any number of arguments, such as the `concat` function.
 

docs/en/development/developer-instruction.md

@@ -7,7 +7,7 @@ toc_title: For Beginners
 
 Building of ClickHouse is supported on Linux, FreeBSD and Mac OS X.
 
-If you use Windows, you need to create a virtual machine with Ubuntu. To start working with a virtual machine please install VirtualBox. You can download Ubuntu from the website: https://www.ubuntu.com/\#download. Please create a virtual machine from the downloaded image (you should reserve at least 4GB of RAM for it). To run a command-line terminal in Ubuntu, please locate a program containing the word “terminal” in its name (gnome-terminal, konsole etc.) or just press Ctrl+Alt+T.
+If you use Windows, you need to create a virtual machine with Ubuntu. To start working with a virtual machine please install VirtualBox. You can download Ubuntu from the website: https://www.ubuntu.com/#download. Please create a virtual machine from the downloaded image (you should reserve at least 4GB of RAM for it). To run a command-line terminal in Ubuntu, please locate a program containing the word “terminal” in its name (gnome-terminal, konsole etc.) or just press Ctrl+Alt+T.
 
 ClickHouse cannot work or build on a 32-bit system. You should acquire access to a 64-bit system and you can continue reading.
 
@@ -28,7 +28,7 @@ To do that in Ubuntu you would run in the command line terminal:
     sudo apt update
     sudo apt install git
 
-A brief manual on using Git can be found here: https://services.github.com/on-demand/downloads/github-git-cheat-sheet.pdf.
+A brief manual on using Git can be found here: https://education.github.com/git-cheat-sheet-education.pdf.
 For a detailed manual on Git see https://git-scm.com/book/en/v2.
 
 ## Cloning a Repository to Your Development Machine {#cloning-a-repository-to-your-development-machine}
@@ -137,7 +137,7 @@ Official Yandex builds currently use GCC because it generates machine code of sl
 
 To install GCC on Ubuntu run: `sudo apt install gcc g++`
 
-Check the version of gcc: `gcc --version`. If it is below 9, then follow the instruction here: https://clickhouse.tech/docs/en/development/build/\#install-gcc-9.
+Check the version of gcc: `gcc --version`. If it is below 9, then follow the instruction here: https://clickhouse.tech/docs/en/development/build/#install-gcc-9.
 
 Mac OS X build is supported only for Clang. Just run `brew install llvm`
 
@@ -208,7 +208,7 @@ To run the server under the current user you need to navigate to `ClickHouse/pro
 
 In this case, ClickHouse will use config files located in the current directory. You can run `clickhouse server` from any directory specifying the path to a config file as a command-line parameter `--config-file`.
 
-To connect to ClickHouse with clickhouse-client in another terminal navigate to `ClickHouse/build/programs/` and run `clickhouse client`.
+To connect to ClickHouse with clickhouse-client in another terminal navigate to `ClickHouse/build/programs/` and run `./clickhouse client`.
 
 If you get `Connection refused` message on Mac OS X or FreeBSD, try specifying host address 127.0.0.1:
 
@@ -245,7 +245,7 @@ The Code Style Guide: https://clickhouse.tech/docs/en/development/style/
 
 Writing tests: https://clickhouse.tech/docs/en/development/tests/
 
-List of tasks: https://github.com/ClickHouse/ClickHouse/contribute
+List of tasks: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
 
 ## Test Data {#test-data}
 

docs/en/development/style.md

@@ -699,9 +699,9 @@ auto s = std::string{"Hello"};
 
 But other things being equal, cross-platform or portable code is preferred.
 
-**2.** Language: C++17.
+**2.** Language: C++20 (see the list of available [C++20 features](https://en.cppreference.com/w/cpp/compiler_support#C.2B.2B20_features)).
 
-**3.** Compiler: `gcc`. At this time (December 2017), the code is compiled using version 7.2. (It can also be compiled using `clang 4`.)
+**3.** Compiler: `gcc`. At this time (August 2020), the code is compiled using version 9.3. (It can also be compiled using `clang 8`.)
 
 The standard library is used (`libstdc++` or `libc++`).
 
@@ -747,7 +747,7 @@ If your code in the `master` branch is not buildable yet, exclude it from the bu
 
 ## Libraries {#libraries}
 
-**1.** The C++14 standard library is used (experimental extensions are allowed), as well as `boost` and `Poco` frameworks.
+**1.** The C++20 standard library is used (experimental extensions are allowed), as well as `boost` and `Poco` frameworks.
 
 **2.** If necessary, you can use any well-known libraries available in the OS package.
 

docs/en/interfaces/formats.md

@@ -464,7 +464,7 @@ If the query contains GROUP BY, rows\_before\_limit\_at\_least is the exact numb
 
 This format is only appropriate for outputting a query result, but not for parsing (retrieving data to insert in a table).
 
-ClickHouse supports [NULL](../sql-reference/syntax.md), which is displayed as `null` in the JSON output.
+ClickHouse supports [NULL](../sql-reference/syntax.md), which is displayed as `null` in the JSON output. To enable `+nan`, `-nan`, `+inf`, `-inf` values in output, set the [output\_format\_json\_quote\_denormals](../operations/settings/settings.md#settings-output_format_json_quote_denormals) to 1.
 
 See also the [JSONEachRow](#jsoneachrow) format.
 

docs/en/introduction/adopters.md

@@ -65,6 +65,7 @@ toc_title: Adopters
 | <a href="https://rambler.ru" class="favicon">Rambler</a>                                       | Internet services               | Analytics             | —                                                          | —                                                                            | [Talk in Russian, April 2018](https://medium.com/@ramblertop/разработка-api-clickhouse-для-рамблер-топ-100-f4c7e56f3141)                                                                                                |
 | <a href="https://www.s7.ru" class="favicon">S7 Airlines</a>                                    | Airlines                        | Metrics, Logging      | —                                                          | —                                                                            | [Talk in Russian, March 2019](https://www.youtube.com/watch?v=nwG68klRpPg&t=15s)                                                                                                                                        |
 | <a href="https://www.scireum.de/" class="favicon">scireum GmbH</a>                             | e-Commerce                      | Main product          | —                                                          | —                                                                            | [Talk in German, February 2020](https://www.youtube.com/watch?v=7QWAn5RbyR4)                                                                                                                                            |
+| <a href="https://segment.com/" class="favicon">Segment</a>                   | Data processing                      | Main product          | 9 * i3en.3xlarge nodes 7.5TB NVME SSDs, 96GB Memory, 12 vCPUs                                                          | —                                                                            | [Slides, 2019](https://slides.com/abraithwaite/segment-clickhouse)                                                                                                                                            |
 | <a href="https://www.semrush.com/" class="favicon">SEMrush</a>                                 | Marketing                       | Main product          | —                                                          | —                                                                            | [Slides in Russian, August 2018](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup17/5_semrush.pdf)                                                                                             |
 | <a href="https://sentry.io/" class="favicon">Sentry</a>                                        | Software Development            | Main product          | —                                                          | —                                                                            | [Blog Post in English, May 2019](https://blog.sentry.io/2019/05/16/introducing-snuba-sentrys-new-search-infrastructure)                                                                                                 |
 | <a href="https://seo.do/" class="favicon">seo.do</a>                                           | Analytics                       | Main product          | —                                                          | —                                                                            | [Slides in English, November 2019](https://github.com/ClickHouse/clickhouse-presentations/blob/master/meetup35/CH%20Presentation-%20Metehan%20Çetinkaya.pdf)                                                            |

docs/en/operations/server-configuration-parameters/settings.md

@@ -399,7 +399,7 @@ The cache is shared for the server and memory is allocated as needed. The cache
 ```
 ## max\_server\_memory\_usage {#max_server_memory_usage}
 
-Limits total RAM usage by the ClickHouse server. You can specify it only for the default profile.
+Limits total RAM usage by the ClickHouse server.
 
 Possible values:
 

docs/en/operations/settings/settings.md

@@ -654,7 +654,7 @@ log_query_threads=1
 
 ## max\_insert\_block\_size {#settings-max_insert_block_size}
 
-The size of blocks to form for insertion into a table.
+The size of blocks (in a count of rows) to form for insertion into a table.
 This setting only applies in cases when the server forms the blocks.
 For example, for an INSERT via the HTTP interface, the server parses the data format and forms blocks of the specified size.
 But when using clickhouse-client, the client parses the data itself, and the ‘max\_insert\_block\_size’ setting on the server doesn’t affect the size of the inserted blocks.
@@ -998,6 +998,105 @@ The results of the compilation are saved in the build directory in the form of .
 
 If the value is true, integers appear in quotes when using JSON\* Int64 and UInt64 formats (for compatibility with most JavaScript implementations); otherwise, integers are output without the quotes.
 
+## output\_format\_json\_quote\_denormals {#settings-output_format_json_quote_denormals}
+
+Enables `+nan`, `-nan`, `+inf`, `-inf` outputs in [JSON](../../interfaces/formats.md#json) output format.
+
+Possible values:
+
+-   0 — Disabled.
+-   1 — Enabled.
+
+Default value: 0.
+
+**Example**
+
+Consider the following table `account_orders`:
+
+```text
+┌─id─┬─name───┬─duration─┬─period─┬─area─┐
+│  1 │ Andrew │       20 │      0 │  400 │
+│  2 │ John   │       40 │      0 │    0 │
+│  3 │ Bob    │       15 │      0 │ -100 │
+└────┴────────┴──────────┴────────┴──────┘
+```
+
+When `output_format_json_quote_denormals = 0`, the query returns `null` values in output:
+
+```sql
+SELECT area/period FROM account_orders FORMAT JSON;
+```
+
+```json
+{
+        "meta":
+        [
+                {
+                        "name": "divide(area, period)",
+                        "type": "Float64"
+                }
+        ],
+
+        "data":
+        [
+                {
+                        "divide(area, period)": null
+                },
+                {
+                        "divide(area, period)": null
+                },
+                {
+                        "divide(area, period)": null
+                }
+        ],
+
+        "rows": 3,
+
+        "statistics":
+        {
+                "elapsed": 0.003648093,
+                "rows_read": 3,
+                "bytes_read": 24
+        }
+}
+```
+
+When `output_format_json_quote_denormals = 1`, the query returns:
+
+```json
+{
+        "meta":
+        [
+                {
+                        "name": "divide(area, period)",
+                        "type": "Float64"
+                }
+        ],
+
+        "data":
+        [
+                {
+                        "divide(area, period)": "inf"
+                },
+                {
+                        "divide(area, period)": "-nan"
+                },
+                {
+                        "divide(area, period)": "-inf"
+                }
+        ],
+
+        "rows": 3,
+
+        "statistics":
+        {
+                "elapsed": 0.000070241,
+                "rows_read": 3,
+                "bytes_read": 24
+        }
+}
+```
+
 ## format\_csv\_delimiter {#settings-format_csv_delimiter}
 
 The character interpreted as a delimiter in the CSV data. By default, the delimiter is `,`.
@@ -1722,6 +1821,20 @@ SELECT * FROM a;
 | 1 |
 +---+
 ```
+## optimize_read_in_order {#optimize_read_in_order}
+
+Enables [ORDER BY](../../sql-reference/statements/select/order-by.md#optimize_read_in_order) optimization in [SELECT](../../sql-reference/statements/select/index.md) queries for reading data from [MergeTree](../../engines/table-engines/mergetree-family/mergetree.md) tables.
+
+Possible values:
+
+-   0 — `ORDER BY` optimization is disabled. 
+-   1 — `ORDER BY` optimization is enabled. 
+
+Default value: `1`.
+
+**See Also**
+
+-   [ORDER BY Clause](../../sql-reference/statements/select/order-by.md#optimize_read_in_order)
 
 ## mutations_sync {#mutations_sync}
 

docs/en/sql-reference/functions/string-replace-functions.md

@@ -88,8 +88,8 @@ SELECT replaceRegexpAll('Hello, World!', '^', 'here: ') AS res
 ## regexpQuoteMeta(s) {#regexpquotemetas}
 
 The function adds a backslash before some predefined characters in the string.
-Predefined characters: ‘0’, ‘\\’, ‘\|’, ‘(’, ‘)’, ‘^’, ‘$’, ‘.’, ‘\[’, ’\]’, ‘?’, ’\*‘,’+‘,’{‘,’:‘,’-’.
-This implementation slightly differs from re2::RE2::QuoteMeta. It escapes zero byte as \\0 instead of 00 and it escapes only required characters.
+Predefined characters: `\0`, `\\`, `|`, `(`, `)`, `^`, `$`, `.`, `[`, `]`, `?`, `*`, `+`, `{`, `:`, `-`.
+This implementation slightly differs from re2::RE2::QuoteMeta. It escapes zero byte as `\0` instead of `\x00` and it escapes only required characters.
 For more information, see the link: [RE2](https://github.com/google/re2/blob/master/re2/re2.cc#L473)
 
 [Original article](https://clickhouse.tech/docs/en/query_language/functions/string_replace_functions/) <!--hide-->

docs/en/sql-reference/statements/alter/quota.md

@@ -13,7 +13,7 @@ Syntax:
 ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/en/sql-reference/statements/create/quota.md

@@ -12,7 +12,7 @@ Syntax:
 ``` sql
 CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/en/sql-reference/statements/select/order-by.md

@@ -70,6 +70,25 @@ Running a query may use more memory than `max_bytes_before_external_sort`. For t
 
 External sorting works much less effectively than sorting in RAM.
 
+## Optimization of Data Reading {#optimize_read_in_order}
+
+ If `ORDER BY` expression has a prefix that coincides with the table sorting key, you can optimize the query by using the [optimize_read_in_order](../../../operations/settings/settings.md#optimize_read_in_order) setting.  
+ 
+ When the `optimize_read_in_order` setting is enabled, the Clickhouse server uses the table index and reads the data in order of the `ORDER BY` key. This allows to avoid reading all data in case of specified [LIMIT](../../../sql-reference/statements/select/limit.md). So queries on big data with small limit are processed faster.
+
+Optimization works with both `ASC` and `DESC` and doesn't work together with [GROUP BY](../../../sql-reference/statements/select/group-by.md) clause and [FINAL](../../../sql-reference/statements/select/from.md#select-from-final) modifier.
+
+When the `optimize_read_in_order` setting is disabled, the Clickhouse server does not use the table index while processing `SELECT` queries.
+
+Consider disabling `optimize_read_in_order` manually, when running queries that have `ORDER BY` clause, large `LIMIT` and [WHERE](../../../sql-reference/statements/select/where.md) condition that requires to read huge amount of records before queried data is found.
+
+Optimization is supported in the following table engines:
+
+- [MergeTree](../../../engines/table-engines/mergetree-family/mergetree.md)
+- [Merge](../../../engines/table-engines/special/merge.md), [Buffer](../../../engines/table-engines/special/buffer.md), and [MaterializedView](../../../engines/table-engines/special/materializedview.md) table engines over `MergeTree`-engine tables
+
+In `MaterializedView`-engine tables the optimization works with views like `SELECT ... FROM merge_tree_table ORDER BY pk`. But it is not supported in the queries like `SELECT ... FROM view ORDER BY pk` if the view query doesn't have the `ORDER BY` clause.
+
 ## ORDER BY Expr WITH FILL Modifier {#orderby-with-fill}
 
 This modifier also can be combined with [LIMIT … WITH TIES modifier](../../../sql-reference/statements/select/limit.md#limit-with-ties).

docs/es/development/developer-instruction.md

@@ -9,7 +9,7 @@ La construcción de ClickHouse es compatible con Linux, FreeBSD y Mac OS X.
 
 # Si utiliza Windows {#if-you-use-windows}
 
-Si usa Windows, necesita crear una máquina virtual con Ubuntu. Para comenzar a trabajar con una máquina virtual, instale VirtualBox. Puede descargar Ubuntu desde el sitio web: https://www.ubuntu.com/\#download. Por favor, cree una máquina virtual a partir de la imagen descargada (debe reservar al menos 4 GB de RAM para ello). Para ejecutar un terminal de línea de comandos en Ubuntu, busque un programa que contenga la palabra “terminal” en su nombre (gnome-terminal, konsole etc.) o simplemente presione Ctrl + Alt + T.
+Si usa Windows, necesita crear una máquina virtual con Ubuntu. Para comenzar a trabajar con una máquina virtual, instale VirtualBox. Puede descargar Ubuntu desde el sitio web: https://www.ubuntu.com/#download. Por favor, cree una máquina virtual a partir de la imagen descargada (debe reservar al menos 4 GB de RAM para ello). Para ejecutar un terminal de línea de comandos en Ubuntu, busque un programa que contenga la palabra “terminal” en su nombre (gnome-terminal, konsole etc.) o simplemente presione Ctrl + Alt + T.
 
 # Si utiliza un sistema de 32 bits {#if-you-use-a-32-bit-system}
 
@@ -32,7 +32,7 @@ Para hacer eso en Ubuntu, ejecutaría en la terminal de línea de comandos:
     sudo apt update
     sudo apt install git
 
-Puede encontrar un breve manual sobre el uso de Git aquí: https://services.github.com/on-demand/downloads/github-git-cheat-sheet.pdf .
+Puede encontrar un breve manual sobre el uso de Git aquí: https://education.github.com/git-cheat-sheet-education.pdf .
 Para obtener un manual detallado sobre Git, consulte https://git-scm.com/book/en/v2 .
 
 # Clonación de un repositorio en su máquina de desarrollo {#cloning-a-repository-to-your-development-machine}
@@ -212,7 +212,7 @@ Para ejecutar el servidor bajo el usuario actual, debe navegar hasta `ClickHouse
 
 En este caso, ClickHouse usará archivos de configuración ubicados en el directorio actual. Puede ejecutar `clickhouse server` desde cualquier directorio que especifique la ruta a un archivo de configuración como un parámetro de línea de comandos `--config-file`.
 
-Para conectarse a ClickHouse con clickhouse-client en otro terminal, vaya a `ClickHouse/build/programs/` y ejecutar `clickhouse client`.
+Para conectarse a ClickHouse con clickhouse-client en otro terminal, vaya a `ClickHouse/build/programs/` y ejecutar `./clickhouse client`.
 
 Si usted consigue `Connection refused` mensaje en Mac OS X o FreeBSD, intente especificar la dirección de host 127.0.0.1:
 
@@ -249,7 +249,7 @@ La Guía de estilo de código: https://clickhouse.tech/docs/en/development/style
 
 Pruebas de escritura: https://clickhouse.tech/docs/en/development/tests/
 
-Lista de tareas: https://github.com/ClickHouse/ClickHouse/contribute
+Lista de tareas: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
 
 # Datos de prueba {#test-data}
 

docs/es/development/style.md

@@ -701,9 +701,9 @@ auto s = std::string{"Hello"};
 
 Pero en igualdad de condiciones, se prefiere el código multiplataforma o portátil.
 
-**2.** Idioma: C ++ 17.
+**2.** Idioma: C++20.
 
-**3.** Compilación: `gcc`. En este momento (diciembre de 2017), el código se compila utilizando la versión 7.2. (También se puede compilar usando `clang 4`.)
+**3.** Compilación: `gcc`. En este momento (agosto 2020), el código se compila utilizando la versión 9.3. (También se puede compilar usando `clang 8`.)
 
 Se utiliza la biblioteca estándar (`libstdc++` o `libc++`).
 
@@ -749,7 +749,7 @@ Si su código en el `master` branch todavía no se puede construir, excluirlo de
 
 ## Biblioteca {#libraries}
 
-**1.** Se utiliza la biblioteca estándar de C ++ 14 (se permiten extensiones experimentales), así como `boost` y `Poco` marco.
+**1.** Se utiliza la biblioteca estándar de C++20 (se permiten extensiones experimentales), así como `boost` y `Poco` marco.
 
 **2.** Si es necesario, puede usar cualquier biblioteca conocida disponible en el paquete del sistema operativo.
 

docs/es/sql-reference/statements/alter.md

@@ -581,7 +581,7 @@ Cambia las cuotas.
 ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/es/sql-reference/statements/create.md

@@ -466,7 +466,7 @@ Crea un [cuota](../../operations/access-rights.md#quotas-management) que se pued
 ``` sql
 CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/fa/development/developer-instruction.md

@@ -11,7 +11,7 @@ toc_title: "\u062F\u0633\u062A\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u062A\
 
 # در صورت استفاده از ویندوز {#if-you-use-windows}
 
-اگر شما استفاده از ویندوز, شما نیاز به ایجاد یک ماشین مجازی با اوبونتو. برای شروع کار با یک ماشین مجازی لطفا مجازی نصب کنید. شما می توانید اوبونتو را از وب سایت دانلود کنید: https://www.ubuntu.com/\#download.لطفا یک ماشین مجازی از تصویر دانلود شده ایجاد کنید (شما باید حداقل 4 گیگابایت رم را رزرو کنید). برای اجرای یک ترمینال خط فرمان در اوبونتو, لطفا یک برنامه حاوی کلمه قرار “terminal” به نام (گنوم ترمینال, کنسول و غیره.) یا فقط کنترل را فشار دهید
+اگر شما استفاده از ویندوز, شما نیاز به ایجاد یک ماشین مجازی با اوبونتو. برای شروع کار با یک ماشین مجازی لطفا مجازی نصب کنید. شما می توانید اوبونتو را از وب سایت دانلود کنید: https://www.ubuntu.com/#download.لطفا یک ماشین مجازی از تصویر دانلود شده ایجاد کنید (شما باید حداقل 4 گیگابایت رم را رزرو کنید). برای اجرای یک ترمینال خط فرمان در اوبونتو, لطفا یک برنامه حاوی کلمه قرار “terminal” به نام (گنوم ترمینال, کنسول و غیره.) یا فقط کنترل را فشار دهید
 
 # اگر از یک سیستم 32 بیتی استفاده می کنید {#if-you-use-a-32-bit-system}
 
@@ -34,7 +34,7 @@ toc_title: "\u062F\u0633\u062A\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u062A\
     sudo apt update
     sudo apt install git
 
-کتابچه راهنمای مختصر در استفاده از دستگاه گوارش را می توان یافت: https://services.github.com/on-demand/downloads/github-git-cheat-sheet.pdf.
+کتابچه راهنمای مختصر در استفاده از دستگاه گوارش را می توان یافت: https://education.github.com/git-cheat-sheet-education.pdf.
 برای یک کتابچه راهنمای دقیق در دستگاه گوارش را ببینید https://git-scm.com/book/en/v2.
 
 # شبیه سازی یک مخزن به دستگاه توسعه خود را {#cloning-a-repository-to-your-development-machine}
@@ -214,7 +214,7 @@ toc_title: "\u062F\u0633\u062A\u0648\u0631\u0627\u0644\u0639\u0645\u0644 \u062A\
 
 در این مورد, تاتر خواهد فایل های پیکربندی واقع در دایرکتوری جاری استفاده. شما می توانید اجرا کنید `clickhouse server` از هر دایرکتوری مشخص کردن مسیر به یک فایل پیکربندی به عنوان یک پارامتر خط فرمان `--config-file`.
 
-برای اتصال به ClickHouse با clickhouse-مشتری در یکی دیگر از ترمینال حرکت به `ClickHouse/build/programs/` و فرار کن `clickhouse client`.
+برای اتصال به ClickHouse با clickhouse-مشتری در یکی دیگر از ترمینال حرکت به `ClickHouse/build/programs/` و فرار کن `./clickhouse client`.
 
 اگر شما `Connection refused` سعی کنید مشخص نشانی میزبان 127.0.0.1:
 
@@ -251,7 +251,7 @@ KDevelop و QTCreator دیگر از جایگزین های بسیار خوبی ا
 
 تست نوشتن: https://clickhouse.فناوری / اسناد/توسعه/تست/
 
-فهرست تکلیفها: https://github.com/ClickHouse/ClickHouse/contribute
+فهرست تکلیفها: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
 
 # داده های تست {#test-data}
 

docs/fa/development/style.md

@@ -702,9 +702,9 @@ auto s = std::string{"Hello"};
 
 اما چیزهای دیگر برابر بودن, کراس پلت فرم و یا کد قابل حمل ترجیح داده می شود.
 
-**2.** زبان: ج++17.
+**2.** زبان: ج++20.
 
-**3.** کامپایلر: `gcc`. در این زمان (دسامبر 2017), کد با استفاده از نسخه وارد شده 7.2. (همچنین می تواند با استفاده از وارد شود `clang 4`.)
+**3.** کامپایلر: `gcc`. در این زمان (اوت 2020), کد با استفاده از نسخه وارد شده 9.3. (همچنین می تواند با استفاده از وارد شود `clang 8`.)
 
 کتابخانه استاندارد استفاده شده است (`libstdc++` یا `libc++`).
 
@@ -750,7 +750,7 @@ auto s = std::string{"Hello"};
 
 ## کتابخانهها {#libraries}
 
-**1.** ج++14 کتابخانه استاندارد استفاده شده است (پسوند تجربی مجاز), و همچنین `boost` و `Poco` چارچوب.
+**1.** ج++20 کتابخانه استاندارد استفاده شده است (پسوند تجربی مجاز), و همچنین `boost` و `Poco` چارچوب.
 
 **2.** در صورت لزوم, شما می توانید هر کتابخانه شناخته شده موجود در بسته سیستم عامل استفاده.
 

docs/fa/sql-reference/statements/alter.md

@@ -581,7 +581,7 @@ ALTER [ROW] POLICY [IF EXISTS] name [ON CLUSTER cluster_name] ON [database.]tabl
 ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/fa/sql-reference/statements/create.md

@@ -466,7 +466,7 @@ CREATE [ROW] POLICY [IF NOT EXISTS | OR REPLACE] policy_name [ON CLUSTER cluster
 ``` sql
 CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/fr/development/developer-instruction.md

@@ -9,7 +9,7 @@ La construction de ClickHouse est prise en charge sous Linux, FreeBSD et Mac OS
 
 # Si Vous Utilisez Windows {#if-you-use-windows}
 
-Si vous utilisez Windows, vous devez créer une machine virtuelle avec Ubuntu. Pour commencer à travailler avec une machine virtuelle, installez VirtualBox. Vous pouvez télécharger Ubuntu sur le site: https://www.ubuntu.com/\#download. veuillez créer une machine virtuelle à partir de l'image téléchargée (vous devez réserver au moins 4 Go de RAM pour cela). Pour exécuter un terminal de ligne de commande dans Ubuntu, recherchez un programme contenant le mot “terminal” dans son nom (gnome-terminal, konsole etc.) ou appuyez simplement sur Ctrl + Alt + T.
+Si vous utilisez Windows, vous devez créer une machine virtuelle avec Ubuntu. Pour commencer à travailler avec une machine virtuelle, installez VirtualBox. Vous pouvez télécharger Ubuntu sur le site: https://www.ubuntu.com/#download. veuillez créer une machine virtuelle à partir de l'image téléchargée (vous devez réserver au moins 4 Go de RAM pour cela). Pour exécuter un terminal de ligne de commande dans Ubuntu, recherchez un programme contenant le mot “terminal” dans son nom (gnome-terminal, konsole etc.) ou appuyez simplement sur Ctrl + Alt + T.
 
 # Si vous utilisez un système 32 bits {#if-you-use-a-32-bit-system}
 
@@ -32,7 +32,7 @@ Pour ce faire dans Ubuntu vous exécutez dans le terminal de ligne de commande:
     sudo apt update
     sudo apt install git
 
-Un bref manuel sur l'utilisation de Git peut être trouvé ici: https://services.github.com/on-demand/downloads/github-git-cheat-sheet.pdf.
+Un bref manuel sur l'utilisation de Git peut être trouvé ici: https://education.github.com/git-cheat-sheet-education.pdf.
 Pour un manuel détaillé sur Git voir https://git-scm.com/book/en/v2.
 
 # Clonage D'un référentiel sur votre machine de développement {#cloning-a-repository-to-your-development-machine}
@@ -212,7 +212,7 @@ Pour exécuter le serveur sous l'utilisateur actuel vous devez naviguer vers `Cl
 
 Dans ce cas, ClickHouse utilisera les fichiers de configuration situés dans le répertoire courant. Vous pouvez l'exécuter `clickhouse server` depuis n'importe quel répertoire spécifiant le chemin d'accès à un fichier de configuration en tant que paramètre de ligne de commande `--config-file`.
 
-Pour vous connecter à ClickHouse avec clickhouse-client dans un autre terminal, accédez à `ClickHouse/build/programs/` et exécuter `clickhouse client`.
+Pour vous connecter à ClickHouse avec clickhouse-client dans un autre terminal, accédez à `ClickHouse/build/programs/` et exécuter `./clickhouse client`.
 
 Si vous obtenez `Connection refused` message sur Mac OS X ou FreeBSD, essayez de spécifier l'adresse hôte 127.0.0.1:
 
@@ -249,7 +249,7 @@ Le code Style Guide: https://clickhouse.tech/docs/fr/développement/style/
 
 Rédaction de tests: https://clickhouse.tech/docs/fr/développement/tests/
 
-Liste des tâches: https://github.com/ClickHouse/ClickHouse/contribute
+Liste des tâches: https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
 
 # Des Données De Test {#test-data}
 

docs/fr/development/style.md

@@ -701,9 +701,9 @@ auto s = std::string{"Hello"};
 
 Mais toutes choses étant égales par ailleurs, le code multi-plateforme ou portable est préféré.
 
-**2.** Langue: C++17.
+**2.** Langue: C++20.
 
-**3.** Compilateur: `gcc`. En ce moment (décembre 2017), le code est compilé en utilisant la version 7.2. (Il peut également être compilé en utilisant `clang 4`.)
+**3.** Compilateur: `gcc`. En ce moment (août 2020), le code est compilé en utilisant la version 9.3. (Il peut également être compilé en utilisant `clang 8`.)
 
 La bibliothèque standard est utilisée (`libstdc++` ou `libc++`).
 
@@ -749,7 +749,7 @@ Si votre code dans le `master` la branche n'est pas constructible pourtant, l'ex
 
 ## Bibliothèque {#libraries}
 
-**1.** La bibliothèque standard C++14 est utilisée (les extensions expérimentales sont autorisées), ainsi que `boost` et `Poco` Framework.
+**1.** La bibliothèque standard C++20 est utilisée (les extensions expérimentales sont autorisées), ainsi que `boost` et `Poco` Framework.
 
 **2.** Si nécessaire, vous pouvez utiliser toutes les bibliothèques bien connues disponibles dans le package OS.
 

docs/fr/sql-reference/statements/alter.md

@@ -581,7 +581,7 @@ Les changements de quotas.
 ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/fr/sql-reference/statements/create.md

@@ -466,7 +466,7 @@ Crée un [quota](../../operations/access-rights.md#quotas-management) qui peut
 ``` sql
 CREATE QUOTA [IF NOT EXISTS | OR REPLACE] name [ON CLUSTER cluster_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
          NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]

docs/ja/development/developer-instruction.md

@@ -9,7 +9,7 @@ ClickHouseのビルドはLinux、FreeBSD、Mac OS Xでサポートされてい
 
 # Windowsを使用する場合 {#if-you-use-windows}
 
-Windowsを使用する場合は、Ubuntuで仮想マシンを作成する必要があります。 するのは、仮想マシンをインストールしてくださいVirtualBox. ダウンロードできますUbuntuのウェブサイト：https://www.ubuntu.com/\#download. を作成してください仮想マシンからダウンロードした画像を保少なくとも4GB RAMめます。 Ubuntuでコマンドライン端末を実行するには、その単語を含むプログラムを見つけてください “terminal” その名前で（gnome-terminal、konsoleなど。）または単にCtrl+Alt+Tを押します。
+Windowsを使用する場合は、Ubuntuで仮想マシンを作成する必要があります。 するのは、仮想マシンをインストールしてくださいVirtualBox. ダウンロードできますUbuntuのウェブサイト：https://www.ubuntu.com/#download. を作成してください仮想マシンからダウンロードした画像を保少なくとも4GB RAMめます。 Ubuntuでコマンドライン端末を実行するには、その単語を含むプログラムを見つけてください “terminal” その名前で（gnome-terminal、konsoleなど。）または単にCtrl+Alt+Tを押します。
 
 # 32ビットシステムを使用する場合 {#if-you-use-a-32-bit-system}
 
@@ -32,7 +32,7 @@ Ubuntuでこれを行うには、コマンドラインターミナルで実行
     sudo apt update
     sudo apt install git
 
-簡単なマニュアルを使用Gitで、できるだけ早く送ってくださhttps://services.github.com/on-demand/downloads/github-git-cheat-sheet.pdf.
+簡単なマニュアルを使用Gitで、できるだけ早く送ってくださhttps://education.github.com/git-cheat-sheet-education.pdf.
 詳細なマニュアルGit見https://git-scm.com/book/en/v2.
 
 # 開発マシンへのリポジトリの複製 {#cloning-a-repository-to-your-development-machine}
@@ -212,7 +212,7 @@ Mac OS X:
 
 この場合、ClickHouseは現在のディレクトリにある設定ファイルを使用します。 実行できます `clickhouse server` からのディレクトリのパスを指定し、設定ファイルとしてコマンドラインパラメータ `--config-file`.
 
-別のターミナルでclickhouse-clientを使用してClickHouseに接続するには、次の場所に移動します `ClickHouse/build/programs/` と実行 `clickhouse client`.
+別のターミナルでclickhouse-clientを使用してClickHouseに接続するには、次の場所に移動します `ClickHouse/build/programs/` と実行 `./clickhouse client`.
 
 あなたが得る場合 `Connection refused` メッセージMac OS XまたはFreeBSDでは、ホストアドレス127.0.0.1を指定してみます:
 
@@ -249,7 +249,7 @@ KDevelopとQTCreatorは、ClickHouseを開発するためのIDEの他の優れ
 
 筆記試験：https://clickhouse.tech/docs/en/development/tests/
 
-タスクのリスト：https://github.com/ClickHouse/ClickHouse/contribute
+タスクのリスト：https://github.com/ClickHouse/ClickHouse/issues?q=is%3Aopen+is%3Aissue+label%3A%22easy+task%22
 
 # テストデータ {#test-data}
 

docs/ja/development/style.md

@@ -701,9 +701,9 @@ auto s = std::string{"Hello"};
 
 それが同じ場合には、クロス-プラットフォームまたは携帯コードが好ましい。
 
-**2.** 言語:C++17.
+**2.** 言語:C++20.
 
-**3.** コンパイラ: `gcc`. 2017年現在、コードはバージョン7.2を使用してコンパイルされている。 （以下を使ってコンパイルできます `clang 4`.)
+**3.** コンパイラ: `gcc`. 2020年現在、コードはバージョン9.3を使用してコンパイルされている。 （以下を使ってコンパイルできます `clang 8`.)
 
 標準ライブラリが使用されます (`libstdc++` または `libc++`).
 
@@ -749,7 +749,7 @@ CPU命令セットは、サーバー間でサポートされる最小のセッ
 
 ## 図書館 {#libraries}
 
-**1.** C++14標準ライブラリが使用されています（実験的な拡張が許可されています）。 `boost` と `Poco` フレームワーク
+**1.** C++20標準ライブラリが使用されています（実験的な拡張が許可されています）。 `boost` と `Poco` フレームワーク
 
 **2.** 必要に応じて、OSパッケージで利用可能な既知のライブラリを使用できます。
 

docs/ja/sql-reference/statements/alter.md

@@ -581,7 +581,7 @@ ALTER [ROW] POLICY [IF EXISTS] name [ON CLUSTER cluster_name] ON [database.]tabl
 ALTER QUOTA [IF EXISTS] name [ON CLUSTER cluster_name]
     [RENAME TO new_name]
     [KEYED BY {'none' | 'user name' | 'ip address' | 'client key' | 'client key or user name' | 'client key or ip address'}]
-    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY}
+    [FOR [RANDOMIZED] INTERVAL number {SECOND | MINUTE | HOUR | DAY | WEEK | MONTH | QUARTER | YEAR}
         {MAX { {QUERIES | ERRORS | RESULT ROWS | RESULT BYTES | READ ROWS | READ BYTES | EXECUTION TIME} = number } [,...] |
         NO LIMITS | TRACKING ONLY} [,...]]
     [TO {role [,...] | ALL | ALL EXCEPT role [,...]}]