diff --git a/CHANGELOG.md b/CHANGELOG.md
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+++ b/CHANGELOG.md
@@ -1,3 +1,105 @@
+### ClickHouse release v21.10, 2021-10-08
+
+#### Backward Incompatible Change
+
+* Now the following MergeTree table-level settings: `replicated_max_parallel_sends`, `replicated_max_parallel_sends_for_table`, `replicated_max_parallel_fetches`, `replicated_max_parallel_fetches_for_table` do nothing. They never worked well and were replaced with `max_replicated_fetches_network_bandwidth`, `max_replicated_sends_network_bandwidth` and `background_fetches_pool_size`. [#28404](https://github.com/ClickHouse/ClickHouse/pull/28404) ([alesapin](https://github.com/alesapin)).
+
+#### New Feature
+
+* Add feature for creating user-defined functions (UDF) as lambda expressions. Syntax `CREATE FUNCTION {function_name} as ({parameters}) -> {function core}`. Example `CREATE FUNCTION plus_one as (a) -> a + 1`. Authors @Realist007. [#27796](https://github.com/ClickHouse/ClickHouse/pull/27796) ([Maksim Kita](https://github.com/kitaisreal)) [#23978](https://github.com/ClickHouse/ClickHouse/pull/23978) ([Realist007](https://github.com/Realist007)).
+* Added `Executable` storage engine and `executable` table function. It enables data processing with external scripts in streaming fashion. [#28102](https://github.com/ClickHouse/ClickHouse/pull/28102) ([Maksim Kita](https://github.com/kitaisreal)) ([ruct](https://github.com/ruct)).
+* Added `ExecutablePool` storage engine. Similar to `Executable` but it's using a pool of long running processes. [#28518](https://github.com/ClickHouse/ClickHouse/pull/28518) ([Maksim Kita](https://github.com/kitaisreal)).
+* Add `ALTER TABLE ... MATERIALIZE COLUMN` query. [#27038](https://github.com/ClickHouse/ClickHouse/pull/27038) ([Vladimir Chebotarev](https://github.com/excitoon)).
+* Support for partitioned write into `s3` table function. [#23051](https://github.com/ClickHouse/ClickHouse/pull/23051) ([Vladimir Chebotarev](https://github.com/excitoon)).
+* Support `lz4` compression format (in addition to `gz`, `bz2`, `xz`, `zstd`) for data import / export. [#25310](https://github.com/ClickHouse/ClickHouse/pull/25310) ([Bharat Nallan](https://github.com/bharatnc)).
+* Allow positional arguments under setting `enable_positional_arguments`. Closes [#2592](https://github.com/ClickHouse/ClickHouse/issues/2592). [#27530](https://github.com/ClickHouse/ClickHouse/pull/27530) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Accept user settings related to file formats in `SETTINGS` clause in `CREATE` query for s3 tables. This closes [#27580](https://github.com/ClickHouse/ClickHouse/issues/27580). [#28037](https://github.com/ClickHouse/ClickHouse/pull/28037) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
+* Allow SSL connection for `RabbitMQ` engine. [#28365](https://github.com/ClickHouse/ClickHouse/pull/28365) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Add `getServerPort` function to allow getting server port. When the port is not used by the server, throw an exception. [#27900](https://github.com/ClickHouse/ClickHouse/pull/27900) ([Amos Bird](https://github.com/amosbird)).
+* Add conversion functions between "snowflake id" and `DateTime`, `DateTime64`. See [#27058](https://github.com/ClickHouse/ClickHouse/issues/27058). [#27704](https://github.com/ClickHouse/ClickHouse/pull/27704) ([jasine](https://github.com/jasine)).
+* Add function `SHA512`. [#27830](https://github.com/ClickHouse/ClickHouse/pull/27830) ([zhanglistar](https://github.com/zhanglistar)).
+* Add `log_queries_probability` setting that allows user to write to query_log only a sample of queries. Closes [#16609](https://github.com/ClickHouse/ClickHouse/issues/16609). [#27527](https://github.com/ClickHouse/ClickHouse/pull/27527) ([Nikolay Degterinsky](https://github.com/evillique)).
+
+#### Experimental Feature
+
+* `web` type of disks to store readonly tables on web server in form of static files. See [#23982](https://github.com/ClickHouse/ClickHouse/issues/23982). [#25251](https://github.com/ClickHouse/ClickHouse/pull/25251) ([Kseniia Sumarokova](https://github.com/kssenii)). This is mostly needed to faciliate testing of operation on shared storage and for easy importing of datasets. Not recommended to use before release 21.11.
+* Added new commands `BACKUP` and `RESTORE`. [#21945](https://github.com/ClickHouse/ClickHouse/pull/21945) ([Vitaly Baranov](https://github.com/vitlibar)). This is under development and not intended to be used in current version.
+
+#### Performance Improvement
+
+* Speed up `sumIf` and `countIf` aggregation functions. [#28272](https://github.com/ClickHouse/ClickHouse/pull/28272) ([Raúl Marín](https://github.com/Algunenano)).
+* Create virtual projection for `minmax` indices. Now, when `allow_experimental_projection_optimization` is enabled, queries will use minmax index instead of reading the data when possible. [#26286](https://github.com/ClickHouse/ClickHouse/pull/26286) ([Amos Bird](https://github.com/amosbird)).
+* Introducing two checks in `sequenceMatch` and `sequenceCount` that allow for early exit when some deterministic part of the sequence pattern is missing from the events list. This change unlocks many queries that would previously fail due to reaching operations cap, and generally speeds up the pipeline. [#27729](https://github.com/ClickHouse/ClickHouse/pull/27729) ([Jakub Kuklis](https://github.com/jkuklis)).
+* Enhance primary key analysis with always monotonic information of binary functions, notably non-zero constant division. [#28302](https://github.com/ClickHouse/ClickHouse/pull/28302) ([Amos Bird](https://github.com/amosbird)).
+* Make `hasAll` filter condition leverage bloom filter data-skipping indexes. [#27984](https://github.com/ClickHouse/ClickHouse/pull/27984) ([Braulio Valdivielso Martínez](https://github.com/BraulioVM)).
+* Speed up data parts loading by delaying table startup process. [#28313](https://github.com/ClickHouse/ClickHouse/pull/28313) ([Amos Bird](https://github.com/amosbird)).
+* Fixed possible excessive number of conditions moved from `WHERE` to `PREWHERE` (optimization controlled by settings `optimize_move_to_prewhere`). [#28139](https://github.com/ClickHouse/ClickHouse/pull/28139) ([lthaooo](https://github.com/lthaooo)).
+* Enable `optimize_distributed_group_by_sharding_key` by default. [#28105](https://github.com/ClickHouse/ClickHouse/pull/28105) ([Azat Khuzhin](https://github.com/azat)).
+
+#### Improvement
+
+* Check cluster name before creating `Distributed` table, do not allow to create a table with incorrect cluster name. Fixes [#27832](https://github.com/ClickHouse/ClickHouse/issues/27832). [#27927](https://github.com/ClickHouse/ClickHouse/pull/27927) ([tavplubix](https://github.com/tavplubix)).
+* Add aggregate function `quantileBFloat16Weighted` similarly to other quantile...Weighted functions. This closes [#27745](https://github.com/ClickHouse/ClickHouse/issues/27745). [#27758](https://github.com/ClickHouse/ClickHouse/pull/27758) ([Ivan Novitskiy](https://github.com/RedClusive)).
+* Allow to create dictionaries with empty attributes list. [#27905](https://github.com/ClickHouse/ClickHouse/pull/27905) ([Maksim Kita](https://github.com/kitaisreal)).
+* Add interactive documentation in `clickhouse-client` about how to reset the password. This is useful in scenario when user has installed ClickHouse, set up the password and instantly forget it. See [#27750](https://github.com/ClickHouse/ClickHouse/issues/27750). [#27903](https://github.com/ClickHouse/ClickHouse/pull/27903) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Support the case when the data is enclosed in array in `JSONAsString` input format. Closes [#25517](https://github.com/ClickHouse/ClickHouse/issues/25517). [#25633](https://github.com/ClickHouse/ClickHouse/pull/25633) ([Kruglov Pavel](https://github.com/Avogar)).
+* Add new column `last_queue_update_exception` to `system.replicas` table. [#26843](https://github.com/ClickHouse/ClickHouse/pull/26843) ([nvartolomei](https://github.com/nvartolomei)).
+* Support reconnections on failover for `MaterializedPostgreSQL` tables. Closes [#28529](https://github.com/ClickHouse/ClickHouse/issues/28529). [#28614](https://github.com/ClickHouse/ClickHouse/pull/28614) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Generate a unique server UUID on first server start. [#20089](https://github.com/ClickHouse/ClickHouse/pull/20089) ([Bharat Nallan](https://github.com/bharatnc)).
+* Introduce `connection_wait_timeout` (default to 5 seconds, 0 - do not wait) setting for `MySQL` engine. [#28474](https://github.com/ClickHouse/ClickHouse/pull/28474) ([Azat Khuzhin](https://github.com/azat)).
+* Do not allow creating `MaterializedPostgreSQL` with bad arguments. Closes [#28423](https://github.com/ClickHouse/ClickHouse/issues/28423). [#28430](https://github.com/ClickHouse/ClickHouse/pull/28430) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Use real tmp file instead of predefined "rows_sources" for vertical merges. This avoids generating garbage directories in tmp disks. [#28299](https://github.com/ClickHouse/ClickHouse/pull/28299) ([Amos Bird](https://github.com/amosbird)).
+* Added `libhdfs3_conf` in server config instead of export env `LIBHDFS3_CONF` in clickhouse-server.service. This is for configuration of interaction with HDFS. [#28268](https://github.com/ClickHouse/ClickHouse/pull/28268) ([Zhichang Yu](https://github.com/yuzhichang)).
+* Fix removing of parts in a Temporary state which can lead to an unexpected exception (`Part %name% doesn't exist`). Fixes [#23661](https://github.com/ClickHouse/ClickHouse/issues/23661). [#28221](https://github.com/ClickHouse/ClickHouse/pull/28221) [#28221](https://github.com/ClickHouse/ClickHouse/issues/28221)) ([Azat Khuzhin](https://github.com/azat)).
+* Fix `zookeeper_log.address` (before the first patch in this PR the address was always `::`) and reduce number of calls `getpeername(2)` for this column (since each time entry for `zookeeper_log` is added `getpeername()` is called, cache this address in the zookeeper client to avoid this). [#28212](https://github.com/ClickHouse/ClickHouse/pull/28212) ([Azat Khuzhin](https://github.com/azat)).
+* Support implicit conversions between index in operator `[]` and key of type `Map` (e.g. different `Int` types, `String` and `FixedString`). [#28096](https://github.com/ClickHouse/ClickHouse/pull/28096) ([Anton Popov](https://github.com/CurtizJ)).
+* Support `ON CONFLICT` clause when inserting into PostgreSQL table engine or table function. Closes [#27727](https://github.com/ClickHouse/ClickHouse/issues/27727). [#28081](https://github.com/ClickHouse/ClickHouse/pull/28081) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Lower restrictions for `Enum` data type to allow attaching compatible data. Closes [#26672](https://github.com/ClickHouse/ClickHouse/issues/26672). [#28028](https://github.com/ClickHouse/ClickHouse/pull/28028) ([Dmitry Novik](https://github.com/novikd)).
+* Add a setting `empty_result_for_aggregation_by_constant_keys_on_empty_set` to control the behavior of grouping by constant keys on empty set. This is to bring back the old baviour of [#6842](https://github.com/ClickHouse/ClickHouse/issues/6842). [#27932](https://github.com/ClickHouse/ClickHouse/pull/27932) ([Amos Bird](https://github.com/amosbird)).
+* Added `replication_wait_for_inactive_replica_timeout` setting. It allows to specify how long to wait for inactive replicas to execute `ALTER`/`OPTIMZE`/`TRUNCATE` query (default is 120 seconds). If `replication_alter_partitions_sync` is 2 and some replicas are not active for more than `replication_wait_for_inactive_replica_timeout` seconds, then `UNFINISHED` will be thrown. [#27931](https://github.com/ClickHouse/ClickHouse/pull/27931) ([tavplubix](https://github.com/tavplubix)).
+* Support lambda argument for `APPLY` column transformer which allows applying functions with more than one argument. This is for [#27877](https://github.com/ClickHouse/ClickHouse/issues/27877). [#27901](https://github.com/ClickHouse/ClickHouse/pull/27901) ([Amos Bird](https://github.com/amosbird)).
+* Enable `tcp_keep_alive_timeout` by default. [#27882](https://github.com/ClickHouse/ClickHouse/pull/27882) ([Azat Khuzhin](https://github.com/azat)).
+* Improve remote query cancelation (in case of remote server abnormaly terminated). [#27881](https://github.com/ClickHouse/ClickHouse/pull/27881) ([Azat Khuzhin](https://github.com/azat)).
+* Use Multipart copy upload for large S3 objects. [#27858](https://github.com/ClickHouse/ClickHouse/pull/27858) ([ianton-ru](https://github.com/ianton-ru)).
+* Allow symlink traversal for library dictionaty path. [#27815](https://github.com/ClickHouse/ClickHouse/pull/27815) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Now `ALTER MODIFY COLUM` `T` to `Nullable(T)` doesn't require mutation. [#27787](https://github.com/ClickHouse/ClickHouse/pull/27787) ([victorgao](https://github.com/kafka1991)).
+* Don't silently ignore errors and don't count delays in `ReadBufferFromS3`. [#27484](https://github.com/ClickHouse/ClickHouse/pull/27484) ([Vladimir Chebotarev](https://github.com/excitoon)).
+* Improve `ALTER ... MATERIALIZE TTL` by recalculating metadata only without actual TTL action. [#27019](https://github.com/ClickHouse/ClickHouse/pull/27019) ([lthaooo](https://github.com/lthaooo)).
+* Allow reading the list of custom top level domains without a new line at EOF. [#28213](https://github.com/ClickHouse/ClickHouse/pull/28213) ([Azat Khuzhin](https://github.com/azat)).
+
+#### Bug Fix
+
+* Fix cases, when reading compressed data from `carbon-clickhouse` fails with 'attempt to read after end of file'. Closes [#26149](https://github.com/ClickHouse/ClickHouse/issues/26149). [#28150](https://github.com/ClickHouse/ClickHouse/pull/28150) ([FArthur-cmd](https://github.com/FArthur-cmd)).
+* Fix checking access grants when executing `GRANT WITH REPLACE` statement with `ON CLUSTER` clause. This PR improves fix [#27001](https://github.com/ClickHouse/ClickHouse/pull/27701). [#27983](https://github.com/ClickHouse/ClickHouse/pull/27983) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Allow selecting with `extremes = 1` from a column of the type `LowCardinality(UUID)`. [#27918](https://github.com/ClickHouse/ClickHouse/pull/27918) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Fix PostgreSQL-style cast (`::` operator) with negative numbers. [#27876](https://github.com/ClickHouse/ClickHouse/pull/27876) ([Anton Popov](https://github.com/CurtizJ)).
+* After [#26864](https://github.com/ClickHouse/ClickHouse/pull/26864). Fix shutdown of `NamedSessionStorage`: session contexts stored in `NamedSessionStorage` are now destroyed before destroying the global context. [#27875](https://github.com/ClickHouse/ClickHouse/pull/27875) ([Vitaly Baranov](https://github.com/vitlibar)).
+* Bugfix for `windowFunnel` "strict" mode. This fixes [#27469](https://github.com/ClickHouse/ClickHouse/issues/27469). [#27563](https://github.com/ClickHouse/ClickHouse/pull/27563) ([achimbab](https://github.com/achimbab)).
+* Fix infinite loop while reading truncated `bzip2` archive. [#28543](https://github.com/ClickHouse/ClickHouse/pull/28543) ([Azat Khuzhin](https://github.com/azat)).
+* Fix UUID overlap in `DROP TABLE` for internal DDL from `MaterializedMySQL`. MaterializedMySQL is an experimental feature. [#28533](https://github.com/ClickHouse/ClickHouse/pull/28533) ([Azat Khuzhin](https://github.com/azat)).
+* Fix `There is no subcolumn` error, while select from tables, which have `Nested` columns and scalar columns with dot in name and the same prefix as `Nested` (e.g. `n.id UInt32, n.arr1 Array(UInt64), n.arr2 Array(UInt64)`). [#28531](https://github.com/ClickHouse/ClickHouse/pull/28531) ([Anton Popov](https://github.com/CurtizJ)).
+* Fix bug which can lead to error `Existing table metadata in ZooKeeper differs in sorting key expression.` after ALTER of `ReplicatedVersionedCollapsingMergeTree`. Fixes [#28515](https://github.com/ClickHouse/ClickHouse/issues/28515). [#28528](https://github.com/ClickHouse/ClickHouse/pull/28528) ([alesapin](https://github.com/alesapin)).
+* Fixed possible ZooKeeper watches leak (minor issue) on background processing of distributed DDL queue. Closes [#26036](https://github.com/ClickHouse/ClickHouse/issues/26036). [#28446](https://github.com/ClickHouse/ClickHouse/pull/28446) ([tavplubix](https://github.com/tavplubix)).
+* Fix missing quoting of table names in `MaterializedPostgreSQL` engine. Closes [#28316](https://github.com/ClickHouse/ClickHouse/issues/28316). [#28433](https://github.com/ClickHouse/ClickHouse/pull/28433) ([Kseniia Sumarokova](https://github.com/kssenii)).
+* Fix the wrong behaviour of non joined rows from nullable column. Close [#27691](https://github.com/ClickHouse/ClickHouse/issues/27691). [#28349](https://github.com/ClickHouse/ClickHouse/pull/28349) ([vdimir](https://github.com/vdimir)).
+* Fix NOT-IN index optimization when not all key columns are used. This fixes [#28120](https://github.com/ClickHouse/ClickHouse/issues/28120). [#28315](https://github.com/ClickHouse/ClickHouse/pull/28315) ([Amos Bird](https://github.com/amosbird)).
+* Fix intersecting parts due to new part had been replaced with an empty part. [#28310](https://github.com/ClickHouse/ClickHouse/pull/28310) ([Azat Khuzhin](https://github.com/azat)).
+* Fix inconsistent result in queries with `ORDER BY` and `Merge` tables with enabled setting `optimize_read_in_order`. [#28266](https://github.com/ClickHouse/ClickHouse/pull/28266) ([Anton Popov](https://github.com/CurtizJ)).
+* Fix possible read of uninitialized memory for queries with `Nullable(LowCardinality)` type and the setting `extremes` set to 1. Fixes [#28165](https://github.com/ClickHouse/ClickHouse/issues/28165). [#28205](https://github.com/ClickHouse/ClickHouse/pull/28205) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
+* Multiple small fixes for projections. See detailed description in the PR. [#28178](https://github.com/ClickHouse/ClickHouse/pull/28178) ([Amos Bird](https://github.com/amosbird)).
+* Fix extremely rare segfaults on shutdown due to incorrect order of context/config reloader shutdown. [#28088](https://github.com/ClickHouse/ClickHouse/pull/28088) ([nvartolomei](https://github.com/nvartolomei)).
+* Fix handling null value with type of `Nullable(String)` in function `JSONExtract`. This fixes [#27929](https://github.com/ClickHouse/ClickHouse/issues/27929) and [#27930](https://github.com/ClickHouse/ClickHouse/issues/27930). This was introduced in https://github.com/ClickHouse/ClickHouse/pull/25452 . [#27939](https://github.com/ClickHouse/ClickHouse/pull/27939) ([Amos Bird](https://github.com/amosbird)).
+* Multiple fixes for the new `clickhouse-keeper` tool. Fix a rare bug in `clickhouse-keeper` when the client can receive a watch response before request-response. [#28197](https://github.com/ClickHouse/ClickHouse/pull/28197) ([alesapin](https://github.com/alesapin)). Fix incorrect behavior in `clickhouse-keeper` when list watches (`getChildren`) triggered with `set` requests for children. [#28190](https://github.com/ClickHouse/ClickHouse/pull/28190) ([alesapin](https://github.com/alesapin)). Fix rare case when changes of `clickhouse-keeper` settings may lead to lost logs and server hung. [#28360](https://github.com/ClickHouse/ClickHouse/pull/28360) ([alesapin](https://github.com/alesapin)). Fix bug in `clickhouse-keeper` which can lead to endless logs when `rotate_logs_interval` decreased. [#28152](https://github.com/ClickHouse/ClickHouse/pull/28152) ([alesapin](https://github.com/alesapin)).
+
+#### Build/Testing/Packaging Improvement
+
+* Enable Thread Fuzzer in Stress Test. Thread Fuzzer is ClickHouse feature that allows to test more permutations of thread scheduling and discover more potential issues. This closes [#9813](https://github.com/ClickHouse/ClickHouse/issues/9813). This closes [#9814](https://github.com/ClickHouse/ClickHouse/issues/9814). This closes [#9515](https://github.com/ClickHouse/ClickHouse/issues/9515). This closes [#9516](https://github.com/ClickHouse/ClickHouse/issues/9516). [#27538](https://github.com/ClickHouse/ClickHouse/pull/27538) ([alexey-milovidov](https://github.com/alexey-milovidov)).
+* Add new log level `test` for testing environments. It is even more verbose than the default `trace`. [#28559](https://github.com/ClickHouse/ClickHouse/pull/28559) ([alesapin](https://github.com/alesapin)).
+* Print out git status information at CMake configure stage. [#28047](https://github.com/ClickHouse/ClickHouse/pull/28047) ([Braulio Valdivielso Martínez](https://github.com/BraulioVM)).
+* Temporarily switched ubuntu apt repository to mirror ru.archive.ubuntu.com as the default one (archive.ubuntu.com) is not responding from our CI. [#28016](https://github.com/ClickHouse/ClickHouse/pull/28016) ([Ilya Yatsishin](https://github.com/qoega)).
+
+
+
 ### ClickHouse release v21.9, 2021-09-09
 
 #### Backward Incompatible Change