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622 PRs added between v20.12.5.14-stable and v21.1.2.15-stable.
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/home/milovidov/.local/lib/python3.8/site-packages/fuzzywuzzy/fuzz.py:11: UserWarning: Using slow pure-python SequenceMatcher. Install python-Levenshtein to remove this warning
warnings.warn('Using slow pure-python SequenceMatcher. Install python-Levenshtein to remove this warning')
### ClickHouse release v21.1.2.15-stable FIXME as compared to v20.12.5.14-stable
## ClickHouse release 21.1
### ClickHouse release v21.1.2.15-stable 2021-01-18
#### Backward Incompatible Change
* Remove `sumburConsistentHash` function. This closes [#18120](https://github.com/ClickHouse/ClickHouse/issues/18120). [#18656](https://github.com/ClickHouse/ClickHouse/pull/18656) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* The setting `input_format_null_as_default` is enabled by default. [#17525](https://github.com/ClickHouse/ClickHouse/pull/17525) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Check settings constraints for profile settings from config. Server will fail to start if users.xml contain settings that do not meet corresponding constraints. [#18486](https://github.com/ClickHouse/ClickHouse/pull/18486) ([tavplubix](https://github.com/tavplubix)).
* Restrict `ALTER MODIFY SETTING` from changing storage settings that affects data parts (`write_final_mark` and `enable_mixed_granularity_parts`). [#18306](https://github.com/ClickHouse/ClickHouse/pull/18306) ([Amos Bird](https://github.com/amosbird)).
* Set `insert_quorum_parallel` to 1 by default. It is significantly more convenient to use than "sequential" quorum inserts. But if you rely to sequential consistency, you should set the setting back to zero. [#17567](https://github.com/ClickHouse/ClickHouse/pull/17567) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* The setting `input_format_null_as_default` is enabled by default. [#17525](https://github.com/ClickHouse/ClickHouse/pull/17525) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Remove `sumburConsistentHash` function. This closes [#18120](https://github.com/ClickHouse/ClickHouse/issues/18120). [#18656](https://github.com/ClickHouse/ClickHouse/pull/18656) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Removed aggregate functions `timeSeriesGroupSum`, `timeSeriesGroupRateSum` because a friend of mine said they never worked. This fixes [#16869](https://github.com/ClickHouse/ClickHouse/issues/16869). If you have luck using these functions, write a email to clickhouse-feedback@yandex-team.com. [#17423](https://github.com/ClickHouse/ClickHouse/pull/17423) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Prohibit toUnixTimestamp(Date()) (before it just returns UInt16 representation of Date). [#17376](https://github.com/ClickHouse/ClickHouse/pull/17376) ([Azat Khuzhin](https://github.com/azat)).
* Allow using extended integer types (`Int128`, `Int256`, `UInt256`) in `avg` and `avgWeighted` functions. Also allow using different types (integer, decimal, floating point) for value and for weight in `avgWeighted` function. This is a backward-incompatible change: now the `avg` and `avgWeighted` functions always return `Float64` (as documented). Before this change the return type for `Decimal` arguments was also `Decimal`. [#15419](https://github.com/ClickHouse/ClickHouse/pull/15419) ([Mike](https://github.com/myrrc)).
#### New Feature
* Function `position` now supports `position(needle in haystack)` synax for SQL compatibility. This closes [#18701](https://github.com/ClickHouse/ClickHouse/issues/18701). ... [#18779](https://github.com/ClickHouse/ClickHouse/pull/18779) ([Jianmei Zhang](https://github.com/zhangjmruc)).
* Now we have a new storage setting `max_partitions_to_read` for tables in the MergeTree family. It limits the max number of partitions that can be accessed in one query. A user setting `force_max_partition_limit` is also added to enforce this constraint. [#18712](https://github.com/ClickHouse/ClickHouse/pull/18712) ([Amos Bird](https://github.com/amosbird)).
* Add `query_id` column to `system.part_log` for inserted parts. closes [#10097](https://github.com/ClickHouse/ClickHouse/issues/10097). [#18644](https://github.com/ClickHouse/ClickHouse/pull/18644) ([flynn](https://github.com/ucasFL)).
* Implement gRPC protocol in ClickHouse. [#15111](https://github.com/ClickHouse/ClickHouse/pull/15111) ([Vitaly Baranov](https://github.com/vitlibar)).
* Allow to use multiple zookeeper clusters. [#17070](https://github.com/ClickHouse/ClickHouse/pull/17070) ([fastio](https://github.com/fastio)).
* Implemented `REPLACE TABLE` and `CREATE OR REPLACE TABLE` queries. [#18521](https://github.com/ClickHouse/ClickHouse/pull/18521) ([tavplubix](https://github.com/tavplubix)).
* - IP Dictionary supports key fetching. Resolves [#18241](https://github.com/ClickHouse/ClickHouse/issues/18241). [#18480](https://github.com/ClickHouse/ClickHouse/pull/18480) ([vdimir](https://github.com/vdimir)).
* Allow create table as select with columns specification. Example `CREATE TABLE t1 (x String) ENGINE = Memory AS SELECT 1;`. [#18060](https://github.com/ClickHouse/ClickHouse/pull/18060) ([Maksim Kita](https://github.com/kitaisreal)).
* Implement `UNION DISTINCT` and treat the plain `UNION` clause as `UNION DISTINCT` by default. Add a setting `union_default_mode` that allows to treat it as `UNION ALL` or require explicit mode specification. [#16338](https://github.com/ClickHouse/ClickHouse/pull/16338) ([flynn](https://github.com/ucasFL)).
* Added function `accurateCastOrNull`. This closes [#10290](https://github.com/ClickHouse/ClickHouse/issues/10290). Add type conversions in `x IN (subquery)` expressions. This closes [#10266](https://github.com/ClickHouse/ClickHouse/issues/10266). [#16724](https://github.com/ClickHouse/ClickHouse/pull/16724) ([Maksim Kita](https://github.com/kitaisreal)).
* IP Dictionary supports `IPv4` / `IPv6` types directly. [#17571](https://github.com/ClickHouse/ClickHouse/pull/17571) ([vdimir](https://github.com/vdimir)).
* IP Dictionary supports key fetching. Resolves [#18241](https://github.com/ClickHouse/ClickHouse/issues/18241). [#18480](https://github.com/ClickHouse/ClickHouse/pull/18480) ([vdimir](https://github.com/vdimir)).
* Add `*.zst` compression/decompression support for data import and export. It enables using `*.zst` in `file()` function and `Content-encoding: zstd` in HTTP client. This closes [#16791 ](https://github.com/ClickHouse/ClickHouse/issues/16791). [#17144](https://github.com/ClickHouse/ClickHouse/pull/17144) ([Abi Palagashvili](https://github.com/fibersel)).
* Added `mannWitneyUTest`, `studentTTest` and `welchTTest` aggregate functions. Refactored `rankCorr` a bit. [#16883](https://github.com/ClickHouse/ClickHouse/pull/16883) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Add functions `countMatches`/`countMatchesCaseInsensitive`. [#17459](https://github.com/ClickHouse/ClickHouse/pull/17459) ([Azat Khuzhin](https://github.com/azat)).
* Implement `countSubstrings()`/`countSubstringsCaseInsensitive()`/`countSubstringsCaseInsensitiveUTF8()` (Count the number of substring occurrences). [#17347](https://github.com/ClickHouse/ClickHouse/pull/17347) ([Azat Khuzhin](https://github.com/azat)).
* Add information about used databases, tables and columns in system.query_log. Add `query_kind` and `normalized_query_hash` fields. [#17726](https://github.com/ClickHouse/ClickHouse/pull/17726) ([Amos Bird](https://github.com/amosbird)).
* Add a setting `optimize_on_insert`. When enabled, do the same transformation for INSERTed block of data as if merge was done on this block (e.g. Replacing, Collapsing, Aggregating...). This setting is enabled by default. This can influence Materialized View and MaterializeMySQL behaviour (see detailed description). This closes [#10683](https://github.com/ClickHouse/ClickHouse/issues/10683). [#16954](https://github.com/ClickHouse/ClickHouse/pull/16954) ([Kruglov Pavel](https://github.com/Avogar)).
* Kerberos Authenticaiton for HDFS. [#16621](https://github.com/ClickHouse/ClickHouse/pull/16621) ([Ilya Golshtein](https://github.com/ilejn)).
* Support `SHOW SETTINGS` statement to show parameters in system.settings. `SHOW CHANGED SETTINGS` and `LIKE/ILIKE` clause are also supported. [#18056](https://github.com/ClickHouse/ClickHouse/pull/18056) ([Jianmei Zhang](https://github.com/zhangjmruc)).
* Function `position` now supports `POSITION(needle IN haystack)` synax for SQL compatibility. This closes [#18701](https://github.com/ClickHouse/ClickHouse/issues/18701). ... [#18779](https://github.com/ClickHouse/ClickHouse/pull/18779) ([Jianmei Zhang](https://github.com/zhangjmruc)).
* Now we have a new storage setting `max_partitions_to_read` for tables in the MergeTree family. It limits the max number of partitions that can be accessed in one query. A user setting `force_max_partition_limit` is also added to enforce this constraint. [#18712](https://github.com/ClickHouse/ClickHouse/pull/18712) ([Amos Bird](https://github.com/amosbird)).
* Add `query_id` column to `system.part_log` for inserted parts. Closes [#10097](https://github.com/ClickHouse/ClickHouse/issues/10097). [#18644](https://github.com/ClickHouse/ClickHouse/pull/18644) ([flynn](https://github.com/ucasFL)).
* Allow create table as select with columns specification. Example `CREATE TABLE t1 (x String) ENGINE = Memory AS SELECT 1;`. [#18060](https://github.com/ClickHouse/ClickHouse/pull/18060) ([Maksim Kita](https://github.com/kitaisreal)).
* Added `arrayMin`, `arrayMax`, `arrayAvg` aggregation functions. [#18032](https://github.com/ClickHouse/ClickHouse/pull/18032) ([Maksim Kita](https://github.com/kitaisreal)).
* Implemented `ATTACH TABLE name FROM 'path/to/data/' (col1 Type1, ...` query. It creates new table with provided structure and attaches table data from provided directory in `user_files`. [#17903](https://github.com/ClickHouse/ClickHouse/pull/17903) ([tavplubix](https://github.com/tavplubix)).
* Add mutation support for StorageMemory. This closes [#9117](https://github.com/ClickHouse/ClickHouse/issues/9117). [#15127](https://github.com/ClickHouse/ClickHouse/pull/15127) ([flynn](https://github.com/ucasFL)).
* Support syntax `EXISTS DATABASE name`. [#18458](https://github.com/ClickHouse/ClickHouse/pull/18458) ([Du Chuan](https://github.com/spongedu)).
* Support builtin function `isIPv4String` && `isIPv6String` like [MySQL](https://github.com/ClickHouse/ClickHouse/compare/master...spongedu:support_is_ipv4?expand=1). [#18349](https://github.com/ClickHouse/ClickHouse/pull/18349) ([Du Chuan](https://github.com/spongedu)).
* Add a new setting `insert_distributed_one_random_shard = 1` to allow insertion into multi-sharded distributed table without any distributed key. [#18294](https://github.com/ClickHouse/ClickHouse/pull/18294) ([Amos Bird](https://github.com/amosbird)).
* Add settings `min_compress_block_size` and `max_compress_block_size` to MergeTreeSettings, which have higher priority than the global settings and take effect when they are set. close [13890](https://github.com/ClickHouse/ClickHouse/issues/13890). [#17867](https://github.com/ClickHouse/ClickHouse/pull/17867) ([flynn](https://github.com/ucasFL)).
* Add bitmap64 feature. [#17858](https://github.com/ClickHouse/ClickHouse/pull/17858) ([Andy Yang](https://github.com/andyyzh)).
* Add support for 64bit roaring bitmaps. [#17858](https://github.com/ClickHouse/ClickHouse/pull/17858) ([Andy Yang](https://github.com/andyyzh)).
* Extended `OPTIMIZE ... DEDUPLICATE` syntax to allow explicit (or implicit with asterisk/column transformers) list of columns to check for duplicates on. ... [#17846](https://github.com/ClickHouse/ClickHouse/pull/17846) ([Vasily Nemkov](https://github.com/Enmk)).
* Added functions `toMJD`, `fromMJD`, `toMJDOrNull`, and `fromMJDOrNull`. These functions convert between Proleptic Gregorian calendar date and Modified Julian Day number. [#17750](https://github.com/ClickHouse/ClickHouse/pull/17750) ([PHO](https://github.com/depressed-pho)).
* Add ability to use custom TLD list in functions `firstSignificantSubdomainCustom`, `cutToFirstSignificantSubdomainCustom`. [#17748](https://github.com/ClickHouse/ClickHouse/pull/17748) ([Azat Khuzhin](https://github.com/azat)).
* Add support for PROXYv1 protocol to wrap native TCP interface. Allow quotas to be keyed by proxy-forwarded IP address (applied for PROXYv1 address and for X-Forwarded-For from HTTP interface). This is useful when you provide access to ClickHouse only via trusted proxy (e.g. CloudFlare) but want to account user resources by their original IP addresses. This fixes [#17268](https://github.com/ClickHouse/ClickHouse/issues/17268). [#17707](https://github.com/ClickHouse/ClickHouse/pull/17707) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Now clickhouse-client supports opening EDITOR to edit commands. `Alt-Shift-E`. [#17665](https://github.com/ClickHouse/ClickHouse/pull/17665) ([Amos Bird](https://github.com/amosbird)).
* Added functions `toModifiedJulianDay`, `fromModifiedJulianDay`, `toModifiedJulianDayOrNull`, and `fromModifiedJulianDayOrNull`. These functions convert between Proleptic Gregorian calendar date and Modified Julian Day number. [#17750](https://github.com/ClickHouse/ClickHouse/pull/17750) ([PHO](https://github.com/depressed-pho)).
* Add ability to use custom TLD list: added functions `firstSignificantSubdomainCustom`, `cutToFirstSignificantSubdomainCustom`. [#17748](https://github.com/ClickHouse/ClickHouse/pull/17748) ([Azat Khuzhin](https://github.com/azat)).
* Add support for `PROXYv1` protocol to wrap native TCP interface. Allow quotas to be keyed by proxy-forwarded IP address (applied for `PROXYv1` address and for `X-Forwarded-For` from HTTP interface). This is useful when you provide access to ClickHouse only via trusted proxy (e.g. CloudFlare) but want to account user resources by their original IP addresses. This fixes [#17268](https://github.com/ClickHouse/ClickHouse/issues/17268). [#17707](https://github.com/ClickHouse/ClickHouse/pull/17707) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Now clickhouse-client supports opening `EDITOR` to edit commands. `Alt-Shift-E`. [#17665](https://github.com/ClickHouse/ClickHouse/pull/17665) ([Amos Bird](https://github.com/amosbird)).
* Add function `encodeXMLComponent` to escape characters to place string into XML text node or attribute. [#17659](https://github.com/ClickHouse/ClickHouse/pull/17659) ([nauta](https://github.com/nautaa)).
* Introduce `DETACH TABLE/VIEW ... PERMANENTLY` syntax, so that after restarting the table does not reappear back automatically (only by explicit request). The table can still be attached back using the short syntax ATTACH TABLE. Implements [#5555](https://github.com/ClickHouse/ClickHouse/issues/5555). Fixes [#13850](https://github.com/ClickHouse/ClickHouse/issues/13850). [#17642](https://github.com/ClickHouse/ClickHouse/pull/17642) ([filimonov](https://github.com/filimonov)).
* Introduce `DETACH TABLE/VIEW ... PERMANENTLY` syntax, so that after restarting the table does not reappear back automatically on restart (only by explicit request). The table can still be attached back using the short syntax ATTACH TABLE. Implements [#5555](https://github.com/ClickHouse/ClickHouse/issues/5555). Fixes [#13850](https://github.com/ClickHouse/ClickHouse/issues/13850). [#17642](https://github.com/ClickHouse/ClickHouse/pull/17642) ([filimonov](https://github.com/filimonov)).
* Add asynchronous metrics on total amount of rows, bytes and parts in MergeTree tables. This fix [#11714](https://github.com/ClickHouse/ClickHouse/issues/11714). [#17639](https://github.com/ClickHouse/ClickHouse/pull/17639) ([flynn](https://github.com/ucasFL)).
* related: [#16176](https://github.com/ClickHouse/ClickHouse/issues/16176) Usage: ``` set limit = 10; set offset = 20; ``` this two settings will affect SELECT query as if it is added like ``` select * from ($your_original_select_query) tmp limit xxx offset xxx; ```. [#17633](https://github.com/ClickHouse/ClickHouse/pull/17633) ([hexiaoting](https://github.com/hexiaoting)).
* * IP Dictionary supports `IPv4` / `IPv6` types directly. [#17571](https://github.com/ClickHouse/ClickHouse/pull/17571) ([vdimir](https://github.com/vdimir)).
* add ```*.zst``` compression/decompression support.It enables using ```*.zst``` in ```file()``` function and ```Content-encoding: zstd``` in http client.This closes [#16791 ](https://github.com/ClickHouse/ClickHouse/issues/16791). [#17144](https://github.com/ClickHouse/ClickHouse/pull/17144) ([Abi Palagashvili](https://github.com/fibersel)).
* Add a setting optimize_on_insert. When enabled, do the same transformation for INSERTed block of data as if merge was done on this block (e.g. Replacing, Collapsing, Aggregating...). This setting will be enabled as default. This can influence Materialized View and MaterializeMySQL behaviour (see detailed description). This closes [#10683](https://github.com/ClickHouse/ClickHouse/issues/10683). [#16954](https://github.com/ClickHouse/ClickHouse/pull/16954) ([Kruglov Pavel](https://github.com/Avogar)).
* Added `mannWitneyUTest`, `studentTTest` and `welchTTest` aggregate functions. Refactored RankCorr a bit. [#16883](https://github.com/ClickHouse/ClickHouse/pull/16883) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Provide a new aggregator combinator : `-SimpleState` to build SimpleAggregateFunction types via query. It's useful for defining MaterializedView of AggregatingMergeTree engine, and will benefit projections too. [#16853](https://github.com/ClickHouse/ClickHouse/pull/16853) ([Amos Bird](https://github.com/amosbird)).
* ... [#16819](https://github.com/ClickHouse/ClickHouse/pull/16819) ([Aleksandrov Vladimir](https://github.com/invis87)).
* Use https://github.com/lemire/fast_float to parse floating point numbers. [#16787](https://github.com/ClickHouse/ClickHouse/pull/16787) ([Maksim Kita](https://github.com/kitaisreal)).
* Added function `accurateCastOrNull`. This closes [#10290](https://github.com/ClickHouse/ClickHouse/issues/10290). Add type conversions in `x IN (subquery)` expressions. This closes [#10266](https://github.com/ClickHouse/ClickHouse/issues/10266). [#16724](https://github.com/ClickHouse/ClickHouse/pull/16724) ([Maksim Kita](https://github.com/kitaisreal)).
* Kerberos Authenticaiton for HDFS. [#16621](https://github.com/ClickHouse/ClickHouse/pull/16621) ([Ilya Golshtein](https://github.com/ilejn)).
* Implement `UNION DISTINCT` and treat the plain `UNION` clause as `UNION DISTINCT` by default. Add a setting `union_default_mode` that allows to treat it as `UNION ALL` or require explicit mode specification. [#16338](https://github.com/ClickHouse/ClickHouse/pull/16338) ([flynn](https://github.com/ucasFL)).
* Added `queries-file` parameter for clickhouse-client and clickhouse-local. [#15930](https://github.com/ClickHouse/ClickHouse/pull/15930) ([Maksim Kita](https://github.com/kitaisreal)).
* Add new datatype Map for supporting storage k:v . related to issue: [#1841](https://github.com/ClickHouse/ClickHouse/issues/1841) 1st version for Map only support String type of key and value. Later I will implement Int and other type for key and value. [#15806](https://github.com/ClickHouse/ClickHouse/pull/15806) ([hexiaoting](https://github.com/hexiaoting)).
* Implement gRPC protocol in ClickHouse. [#15111](https://github.com/ClickHouse/ClickHouse/pull/15111) ([Vitaly Baranov](https://github.com/vitlibar)).
* - parallel parsing was rewritten to processors - parallel formatting was implemented. [#11617](https://github.com/ClickHouse/ClickHouse/pull/11617) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Added functions `Simhash`, `Minhash`, `bitHammingDistance`, `tupleHammingDistance`. [#7649](https://github.com/ClickHouse/ClickHouse/pull/7649) ([flynn](https://github.com/ucasFL)).
* Add settings `limit` and `offset` for out-of-SQL pagination: [#16176](https://github.com/ClickHouse/ClickHouse/issues/16176) They are useful for building APIs. These two settings will affect SELECT query as if it is added like `select * from (your_original_select_query) t limit xxx offset xxx;`. [#17633](https://github.com/ClickHouse/ClickHouse/pull/17633) ([hexiaoting](https://github.com/hexiaoting)).
* Provide a new aggregator combinator : `-SimpleState` to build `SimpleAggregateFunction` types via query. It's useful for defining MaterializedView of AggregatingMergeTree engine, and will benefit projections too. [#16853](https://github.com/ClickHouse/ClickHouse/pull/16853) ([Amos Bird](https://github.com/amosbird)).
* Added `queries-file` parameter for `clickhouse-client` and `clickhouse-local`. [#15930](https://github.com/ClickHouse/ClickHouse/pull/15930) ([Maksim Kita](https://github.com/kitaisreal)).
* Added `query` parameter for `clickhouse-benchmark`. [#17832](https://github.com/ClickHouse/ClickHouse/pull/17832) ([Maksim Kita](https://github.com/kitaisreal)).
* `EXPLAIN AST` now support queries other then `SELECT`. [#18136](https://github.com/ClickHouse/ClickHouse/pull/18136) ([taiyang-li](https://github.com/taiyang-li)).
#### Experimental Feature
* Added functions for calculation of minHash and simHash of text n-grams and shingles. They are intended for semi-duplicate search. Also functions `bitHammingDistance` and `tupleHammingDistance` are added. [#7649](https://github.com/ClickHouse/ClickHouse/pull/7649) ([flynn](https://github.com/ucasFL)).
* Add new data type `Map`. See [#1841](https://github.com/ClickHouse/ClickHouse/issues/1841). First version for Map only supports `String` type of key and value. [#15806](https://github.com/ClickHouse/ClickHouse/pull/15806) ([hexiaoting](https://github.com/hexiaoting)).
* Implement alternative SQL parser based on ANTLR4 runtime and generated from EBNF grammar. [#11298](https://github.com/ClickHouse/ClickHouse/pull/11298) ([Ivan](https://github.com/abyss7)).
#### Performance Improvement
* New IP Dictionary implementation with lower memory consumption, improved performance for some cases, and fixed bugs. [#16804](https://github.com/ClickHouse/ClickHouse/pull/16804) ([vdimir](https://github.com/vdimir)).
* Parallel formatting for data export. [#11617](https://github.com/ClickHouse/ClickHouse/pull/11617) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* LDAP integration: Added `verification_cooldown` parameter in LDAP server connection configuration to allow caching of successful "bind" attempts for configurable period of time. [#15988](https://github.com/ClickHouse/ClickHouse/pull/15988) ([Denis Glazachev](https://github.com/traceon)).
* Add `--no-system-table` option for `clickhouse-local` to run without system tables. This avoids initialization of `DateLUT` that may take noticeable amount of time (tens of milliseconds) at startup. [#18899](https://github.com/ClickHouse/ClickHouse/pull/18899) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Replace `PODArray` with `PODArrayWithStackMemory` in `AggregateFunctionWindowFunnelData` to improve `windowFunnel` function performance. [#18817](https://github.com/ClickHouse/ClickHouse/pull/18817) ([flynn](https://github.com/ucasFL)).
* Don't send empty blocks to shards on synchronous INSERT into Distributed table. This closes [#14571](https://github.com/ClickHouse/ClickHouse/issues/14571). [#18775](https://github.com/ClickHouse/ClickHouse/pull/18775) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Optimized read for StorageMemory. [#18052](https://github.com/ClickHouse/ClickHouse/pull/18052) ([Maksim Kita](https://github.com/kitaisreal)).
* Using Dragonbox algorithm for float to string conversion instead of ryu. This improves performance of float to string conversion significantly. [#17831](https://github.com/ClickHouse/ClickHouse/pull/17831) ([Maksim Kita](https://github.com/kitaisreal)).
* Speedup `IPv6CIDRToRange` implementation. [#17569](https://github.com/ClickHouse/ClickHouse/pull/17569) ([vdimir](https://github.com/vdimir)).
* Add `remerge_sort_lowered_memory_bytes_ratio` setting (If memory usage after remerge does not reduced by this ratio, remerge will be disabled). [#17539](https://github.com/ClickHouse/ClickHouse/pull/17539) ([Azat Khuzhin](https://github.com/azat)).
* Improve performance of AggregatingMergeTree with SimpleAggregateFunction(String) in PK. [#17109](https://github.com/ClickHouse/ClickHouse/pull/17109) ([Azat Khuzhin](https://github.com/azat)).
* Now the `-If` combinator is devirtualized, and `count` is properly vectorized. It is for [this PR](https://github.com/ClickHouse/ClickHouse/pull/17041). [#17043](https://github.com/ClickHouse/ClickHouse/pull/17043) ([Amos Bird](https://github.com/amosbird)).
* Fix performance of reading from `Merge` tables over huge number of `MergeTree` tables. Fixes [#7748](https://github.com/ClickHouse/ClickHouse/issues/7748). [#16988](https://github.com/ClickHouse/ClickHouse/pull/16988) ([Anton Popov](https://github.com/CurtizJ)).
* Improved performance of function `repeat`. [#16937](https://github.com/ClickHouse/ClickHouse/pull/16937) ([satanson](https://github.com/satanson)).
* Slightly improved performance of float parsing. [#16809](https://github.com/ClickHouse/ClickHouse/pull/16809) ([Maksim Kita](https://github.com/kitaisreal)).
* Add possibility to skip merged partitions for `OPTIMIZE TABLE ... FINAL`. [#15939](https://github.com/ClickHouse/ClickHouse/pull/15939) ([Kruglov Pavel](https://github.com/Avogar)).
* Integrate with [fast_float from Daniel Lemire](https://github.com/lemire/fast_float) to parse floating point numbers. [#16787](https://github.com/ClickHouse/ClickHouse/pull/16787) ([Maksim Kita](https://github.com/kitaisreal)). It is not enabled, because performance its performance is still lower than rough float parser in ClickHouse.
* Fix max_distributed_connections (affects `prefer_localhost_replica = 1` and `max_threads != max_distributed_connections`). [#17848](https://github.com/ClickHouse/ClickHouse/pull/17848) ([Azat Khuzhin](https://github.com/azat)).
* Adaptive choice of single/multi part upload when sending data to S3. Single part upload is controlled by a new setting `max_single_part_upload_size`. [#17934](https://github.com/ClickHouse/ClickHouse/pull/17934) ([Pavel Kovalenko](https://github.com/Jokser)).
* Support for async tasks in `PipelineExecutor`. Initial support of async sockets for remote queries. [#17868](https://github.com/ClickHouse/ClickHouse/pull/17868) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Allow to use `optimize_move_to_prewhere` optimization with compact parts, when sizes of columns are unknown. [#17330](https://github.com/ClickHouse/ClickHouse/pull/17330) ([Anton Popov](https://github.com/CurtizJ)).
#### Improvement
* Avoid deadlock when executing INSERT SELECT into itself from a table with `TinyLog` or `Log` table engines. This closes [#6802](https://github.com/ClickHouse/ClickHouse/issues/6802). This closes [#18691](https://github.com/ClickHouse/ClickHouse/issues/18691). This closes [#16812](https://github.com/ClickHouse/ClickHouse/issues/16812). This closes [#14570](https://github.com/ClickHouse/ClickHouse/issues/14570). [#15260](https://github.com/ClickHouse/ClickHouse/pull/15260) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Support `SHOW CREATE VIEW name` syntax like [MySQL](https://dev.mysql.com/doc/refman/5.7/en/show-create-view.html). [#18095](https://github.com/ClickHouse/ClickHouse/pull/18095) ([Du Chuan](https://github.com/spongedu)).
* All queries of type `Decimal * Float` or vice versa are allowed, including aggregate ones (e.g. `SELECT sum(decimal_field * 1.1)` or `SELECT dec_col * float_col`), the result type is Float32 or Float64. [#18145](https://github.com/ClickHouse/ClickHouse/pull/18145) ([Mike](https://github.com/myrrc)).
* Improved minimal Web UI: add history; add sharing support; avoid race condition of different requests; add request in-flight and ready indicators; add favicon; detect Ctrl+Enter if textarea is not in focus. [#17293](https://github.com/ClickHouse/ClickHouse/pull/17293) [#17770](https://github.com/ClickHouse/ClickHouse/pull/17770) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* clickhouse-server didn't send `close` request to ZooKeeper server. [#16837](https://github.com/ClickHouse/ClickHouse/pull/16837) ([alesapin](https://github.com/alesapin)).
* Avoid server abnormal termination in case of too low memory limits (`max_memory_usage = 1` / `max_untracked_memory = 1`). [#17453](https://github.com/ClickHouse/ClickHouse/pull/17453) ([Azat Khuzhin](https://github.com/azat)).
* Fix non-deterministic result of `windowFunnel` function in case of same timestamp for different events. [#18884](https://github.com/ClickHouse/ClickHouse/pull/18884) ([Fuwang Hu](https://github.com/fuwhu)).
* Docker: Explicitly set uid / gid of clickhouse user & group to the fixed values (101) in clickhouse-server Docker images. [#19096](https://github.com/ClickHouse/ClickHouse/pull/19096) ([filimonov](https://github.com/filimonov)).
* Asynchronous INSERTs to `Distributed` tables: Two new settings (by analogy with MergeTree family) has been added: - `fsync_after_insert` - Do fsync for every inserted. Will decreases performance of inserts. - `fsync_directories` - Do fsync for temporary directory (that is used for async INSERT only) after all operations (writes, renames, etc.). [#18864](https://github.com/ClickHouse/ClickHouse/pull/18864) ([Azat Khuzhin](https://github.com/azat)).
* `SYSTEM KILL` command started to work in Docker. This closes [#18847](https://github.com/ClickHouse/ClickHouse/issues/18847). [#18848](https://github.com/ClickHouse/ClickHouse/pull/18848) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Expand macros in the zk path when executing `FETCH PARTITION`. [#18839](https://github.com/ClickHouse/ClickHouse/pull/18839) ([fastio](https://github.com/fastio)).
* Apply `ALTER TABLE <replicated_table> ON CLUSTER MODIFY SETTING ...` to all replicas. Because we don't replicate such alter commands. [#18789](https://github.com/ClickHouse/ClickHouse/pull/18789) ([Amos Bird](https://github.com/amosbird)).
* Allow column transformer `EXCEPT` to accept a string as regular expression matcher. This resolves [#18685](https://github.com/ClickHouse/ClickHouse/issues/18685) . [#18699](https://github.com/ClickHouse/ClickHouse/pull/18699) ([Amos Bird](https://github.com/amosbird)).
* Fix SimpleAggregateFunction in SummingMergeTree. Now it works like AggregateFunction. In previous versions values were summed together regardless to the aggregate function. This fixes [#18564](https://github.com/ClickHouse/ClickHouse/issues/18564) . [#8052](https://github.com/ClickHouse/ClickHouse/issues/8052). [#18637](https://github.com/ClickHouse/ClickHouse/pull/18637) ([Amos Bird](https://github.com/amosbird)). Another fix of using `SimpleAggregateFunction` in `SummingMergeTree`. This fixes [#18676](https://github.com/ClickHouse/ClickHouse/issues/18676) . [#18677](https://github.com/ClickHouse/ClickHouse/pull/18677) ([Amos Bird](https://github.com/amosbird)).
* Fixed assertion error inside allocator in case when last argument of function bar is NaN. Now simple ClickHouse's exception is being thrown. This fixes [#17876](https://github.com/ClickHouse/ClickHouse/issues/17876). [#18520](https://github.com/ClickHouse/ClickHouse/pull/18520) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Fix usability issue: no newline after exception message in some tools. [#18444](https://github.com/ClickHouse/ClickHouse/pull/18444) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Add ability to modify primary and partition key column type from `LowCardinality(Type)` to `Type` and vice versa. Also add an ability to modify primary key column type from `EnumX ` to `IntX` type. Fixes [#5604](https://github.com/ClickHouse/ClickHouse/issues/5604). [#18362](https://github.com/ClickHouse/ClickHouse/pull/18362) ([alesapin](https://github.com/alesapin)).
* Implement `untuple` field access. [#18133](https://github.com/ClickHouse/ClickHouse/issues/18133). [#18309](https://github.com/ClickHouse/ClickHouse/pull/18309) ([hexiaoting](https://github.com/hexiaoting)).
* Allow to parse Array fields from CSV if it is represented as a string containing array that was serialized as nested CSV. Example: `"[""Hello"", ""world"", ""42"""" TV""]"` will parse as `['Hello', 'world', '42" TV']`. Allow to parse array in CSV in a string without enclosing braces. Example: `"'Hello', 'world', '42"" TV'"` will parse as `['Hello', 'world', '42" TV']`. [#18271](https://github.com/ClickHouse/ClickHouse/pull/18271) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Make better adaptive granularity calculation for merge tree wide parts. [#18223](https://github.com/ClickHouse/ClickHouse/pull/18223) ([alesapin](https://github.com/alesapin)).
* Now `clickhouse install` could work on Mac. The problem was that there is no procfs on this platform. [#18201](https://github.com/ClickHouse/ClickHouse/pull/18201) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Better hints for `SHOW ...` query syntax. [#18183](https://github.com/ClickHouse/ClickHouse/pull/18183) ([Du Chuan](https://github.com/spongedu)).
* Array aggregation `arrayMin`, `arrayMax`, `arraySum`, `arrayAvg` support for `Int128`, `Int256`, `UInt256`. [#18147](https://github.com/ClickHouse/ClickHouse/pull/18147) ([Maksim Kita](https://github.com/kitaisreal)).
* Add `disk` to Set and Join storage settings. [#18112](https://github.com/ClickHouse/ClickHouse/pull/18112) ([Grigory Pervakov](https://github.com/GrigoryPervakov)).
* Access control: Now table function `merge()` requires current user to have `SELECT` privilege on each table it receives data from. This PR fixes [#16964](https://github.com/ClickHouse/ClickHouse/issues/16964). [#18104](https://github.com/ClickHouse/ClickHouse/pull/18104) [#17983](https://github.com/ClickHouse/ClickHouse/pull/17983) ([Vitaly Baranov](https://github.com/vitlibar)).
* Temporary tables are visible in the system tables `system.tables` and `system.columns` now only in those session where they have been created. The internal database `_temporary_and_external_tables` is now hidden in those system tables; temporary tables are shown as tables with empty database with the `is_temporary` flag set instead. [#18014](https://github.com/ClickHouse/ClickHouse/pull/18014) ([Vitaly Baranov](https://github.com/vitlibar)).
* Fix clickhouse-client rendering issue when the size of terminal window changes. [#18009](https://github.com/ClickHouse/ClickHouse/pull/18009) ([Amos Bird](https://github.com/amosbird)).
* Decrease log verbosity of the events when the client drops the connection from Warning to Information. [#18005](https://github.com/ClickHouse/ClickHouse/pull/18005) ([filimonov](https://github.com/filimonov)).
* Forcibly removing empty or bad metadata files from filesystem for DiskS3. S3 is an experimental feature. [#17935](https://github.com/ClickHouse/ClickHouse/pull/17935) ([Pavel Kovalenko](https://github.com/Jokser)).
* Access control: `allow_introspection_functions=0` prohibits usage of introspection functions but doesn't prohibit giving grants for them anymore (the grantee will need to set `allow_introspection_functions=1` for himself to be able to use that grant). Similarly `allow_ddl=0` prohibits usage of DDL commands but doesn't prohibit giving grants for them anymore. [#17908](https://github.com/ClickHouse/ClickHouse/pull/17908) ([Vitaly Baranov](https://github.com/vitlibar)).
* Usability improvement: hints for column names. [#17112](https://github.com/ClickHouse/ClickHouse/issues/17112). [#17857](https://github.com/ClickHouse/ClickHouse/pull/17857) ([fastio](https://github.com/fastio)).
* Add diagnostic information when two merge tables try to read each other's data. [#17854](https://github.com/ClickHouse/ClickHouse/pull/17854) ([徐炘](https://github.com/weeds085490)).
* Let the possibility to override timeout value for running script using the ClickHouse docker image. [#17818](https://github.com/ClickHouse/ClickHouse/pull/17818) ([Guillaume Tassery](https://github.com/YiuRULE)).
* Check system log tables' engine definition grammar to prevent some configuration errors. Notes that this grammar check is not semantical, that means such mistakes as non-existent columns / expression functions would be not found out util the table is created. [#17739](https://github.com/ClickHouse/ClickHouse/pull/17739) ([Du Chuan](https://github.com/spongedu)).
* Removed exception throwing at `RabbitMQ` table initialization if there was no connection (it will be reconnecting in the background). [#17709](https://github.com/ClickHouse/ClickHouse/pull/17709) ([Kseniia Sumarokova](https://github.com/kssenii)).
* Do not ignore server memory limits during Buffer flush. [#17646](https://github.com/ClickHouse/ClickHouse/pull/17646) ([Azat Khuzhin](https://github.com/azat)).
* Switch to patched version of RocksDB (from ClickHouse-Extras) to fix use-after-free error. [#17643](https://github.com/ClickHouse/ClickHouse/pull/17643) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Added an offset to exception message for parallel parsing. This fixes [#17457](https://github.com/ClickHouse/ClickHouse/issues/17457). [#17641](https://github.com/ClickHouse/ClickHouse/pull/17641) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Don't throw "Too many parts" error in the middle of INSERT query. [#17566](https://github.com/ClickHouse/ClickHouse/pull/17566) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Allow query parameters in UPDATE statement of ALTER query. Fixes [#10976](https://github.com/ClickHouse/ClickHouse/issues/10976). [#17563](https://github.com/ClickHouse/ClickHouse/pull/17563) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Query obfuscator: avoid usage of some SQL keywords for identifier names. [#17526](https://github.com/ClickHouse/ClickHouse/pull/17526) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Export current max ddl entry executed by DDLWorker via server metric. It's useful to check if DDLWorker hangs somewhere. [#17464](https://github.com/ClickHouse/ClickHouse/pull/17464) ([Amos Bird](https://github.com/amosbird)).
* Export asynchronous metrics of all servers current threads. It's useful to track down issues like [this](https://github.com/ClickHouse-Extras/poco/pull/28). [#17463](https://github.com/ClickHouse/ClickHouse/pull/17463) ([Amos Bird](https://github.com/amosbird)).
* Include dynamic columns like MATERIALIZED / ALIAS for wildcard query when settings `asterisk_include_materialized_columns` and `asterisk_include_alias_columns` are turned on. [#17462](https://github.com/ClickHouse/ClickHouse/pull/17462) ([Ken Chen](https://github.com/chenziliang)).
* Allow specifying [TTL](https://clickhouse.tech/docs/en/engines/table-engines/mergetree-family/mergetree/#mergetree-table-ttl) to remove old entries from [system log tables](https://clickhouse.tech/docs/en/operations/system-tables/), using the `<ttl>` attribute in `config.xml`. [#17438](https://github.com/ClickHouse/ClickHouse/pull/17438) ([Du Chuan](https://github.com/spongedu)).
* Now queries coming to the server via MySQL and PostgreSQL protocols have distinctive interface types (which can be seen in the `interface` column of the table`system.query_log`): `4` for MySQL, and `5` for PostgreSQL, instead of formerly used `1` which is now used for the native protocol only. [#17437](https://github.com/ClickHouse/ClickHouse/pull/17437) ([Vitaly Baranov](https://github.com/vitlibar)).
* Fix parsing of SETTINGS clause of the `INSERT ... SELECT ... SETTINGS` query. [#17414](https://github.com/ClickHouse/ClickHouse/pull/17414) ([Azat Khuzhin](https://github.com/azat)).
* Correctly account memory in RadixSort. [#17412](https://github.com/ClickHouse/ClickHouse/pull/17412) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Add eof check in `receiveHello` in server to prevent getting `Attempt to read after eof` exception. [#17365](https://github.com/ClickHouse/ClickHouse/pull/17365) ([Kruglov Pavel](https://github.com/Avogar)).
* Avoid possible stack overflow in bigint conversion. Big integers are experimental. [#17269](https://github.com/ClickHouse/ClickHouse/pull/17269) ([flynn](https://github.com/ucasFL)).
* Now `set` indices will work with `GLOBAL IN`. This fixes [#17232](https://github.com/ClickHouse/ClickHouse/issues/17232) , [#5576](https://github.com/ClickHouse/ClickHouse/issues/5576) . [#17253](https://github.com/ClickHouse/ClickHouse/pull/17253) ([Amos Bird](https://github.com/amosbird)).
* Add limit for http redirects in request to S3 storage (`s3_max_redirects`). [#17220](https://github.com/ClickHouse/ClickHouse/pull/17220) ([ianton-ru](https://github.com/ianton-ru)).
* When `-OrNull` combinator combined `-If`, `-Merge`, `-MergeState`, `-State` combinators, we should put `-OrNull` in front. [#16935](https://github.com/ClickHouse/ClickHouse/pull/16935) ([flynn](https://github.com/ucasFL)).
* Support HTTP proxy and HTTPS S3 endpoint configuration. [#16861](https://github.com/ClickHouse/ClickHouse/pull/16861) ([Pavel Kovalenko](https://github.com/Jokser)).
* Added proper authentication using environment, `~/.aws` and `AssumeRole` for S3 client. [#16856](https://github.com/ClickHouse/ClickHouse/pull/16856) ([Vladimir Chebotarev](https://github.com/excitoon)).
* Add more OpenTelemetry spans. Add an example of how to export the span data to Zipkin. [#16535](https://github.com/ClickHouse/ClickHouse/pull/16535) ([Alexander Kuzmenkov](https://github.com/akuzm)).
* Cache dictionaries: Completely eliminate callbacks and locks for acquiring them. Keys are not divided into "not found" and "expired", but stored in the same map during query. [#14958](https://github.com/ClickHouse/ClickHouse/pull/14958) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Fix never worked `fsync_part_directory`/`fsync_after_insert`/`in_memory_parts_insert_sync` (experimental feature). [#18845](https://github.com/ClickHouse/ClickHouse/pull/18845) ([Azat Khuzhin](https://github.com/azat)).
* Allow using `Atomic` engine for nested database of `MaterializeMySQL` engine. [#14849](https://github.com/ClickHouse/ClickHouse/pull/14849) ([tavplubix](https://github.com/tavplubix)).
#### Bug Fix
* - Split RemoteQueryExecutorReadContext into module part - Fix leaking of pipe fd for `async_socket_for_remote`. [#19153](https://github.com/ClickHouse/ClickHouse/pull/19153) ([Azat Khuzhin](https://github.com/azat)).
* Fix the issue when server can stop accepting connections in very rare cases. [#17542](https://github.com/ClickHouse/ClickHouse/pull/17542) (Amos Bird, [alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix index analysis of binary functions with constant argument which leads to wrong query results. This fixes [#18364](https://github.com/ClickHouse/ClickHouse/issues/18364). [#18373](https://github.com/ClickHouse/ClickHouse/pull/18373) ([Amos Bird](https://github.com/amosbird)).
* Fix possible wrong index analysis when the types of the index comparison are different. This fixes [#17122](https://github.com/ClickHouse/ClickHouse/issues/17122). [#17145](https://github.com/ClickHouse/ClickHouse/pull/17145) ([Amos Bird](https://github.com/amosbird)).
* Disable write with AIO during merges because it can lead to extremely rare data corruption of primary key columns during merge. [#18481](https://github.com/ClickHouse/ClickHouse/pull/18481) ([alesapin](https://github.com/alesapin)).
* Restrict merges from wide to compact parts. In case of vertical merge it led to broken result part. [#18381](https://github.com/ClickHouse/ClickHouse/pull/18381) ([Anton Popov](https://github.com/CurtizJ)).
* Fix possible incomplete query result while reading from `MergeTree*` in case of read backoff (message `<Debug> MergeTreeReadPool: Will lower number of threads` in logs). Was introduced in [#16423](https://github.com/ClickHouse/ClickHouse/issues/16423). Fixes [#18137](https://github.com/ClickHouse/ClickHouse/issues/18137). [#18216](https://github.com/ClickHouse/ClickHouse/pull/18216) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fix use after free bug in `rocksdb` library. [#18862](https://github.com/ClickHouse/ClickHouse/pull/18862) ([sundyli](https://github.com/sundy-li)).
* Fix infinite reading from file in `ORC` format (was introduced in [#10580](https://github.com/ClickHouse/ClickHouse/issues/10580)). Fixes [#19095](https://github.com/ClickHouse/ClickHouse/issues/19095). [#19134](https://github.com/ClickHouse/ClickHouse/pull/19134) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fix bug in merge tree data writer which can lead to marks with bigger size than fixed granularity size. Fixes [#18913](https://github.com/ClickHouse/ClickHouse/issues/18913). [#19123](https://github.com/ClickHouse/ClickHouse/pull/19123) ([alesapin](https://github.com/alesapin)).
* Fix startup bug when clickhouse was not able to read compression codec from `LowCardinality(Nullable(...))` and throws exception `Attempt to read after EOF`. Fixes [#18340](https://github.com/ClickHouse/ClickHouse/issues/18340). [#19101](https://github.com/ClickHouse/ClickHouse/pull/19101) ([alesapin](https://github.com/alesapin)).
* Simplify the implementation of `tupleHammingDistance`. Support for tuples of any equal length. Fixes [#19029](https://github.com/ClickHouse/ClickHouse/issues/19029). [#19084](https://github.com/ClickHouse/ClickHouse/pull/19084) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Restrict `MODIFY TTL` queries for `MergeTree` tables created in old syntax. Previously the query succeeded, but actually it had no effect. [#19064](https://github.com/ClickHouse/ClickHouse/pull/19064) ([Anton Popov](https://github.com/CurtizJ)).
* Make sure `groupUniqArray` returns correct type for argument of Enum type. This closes [#17875](https://github.com/ClickHouse/ClickHouse/issues/17875). [#19019](https://github.com/ClickHouse/ClickHouse/pull/19019) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix possible error `Expected single dictionary argument for function` if use function `ignore` with `LowCardinality` argument. Fixes [#14275](https://github.com/ClickHouse/ClickHouse/issues/14275). [#19016](https://github.com/ClickHouse/ClickHouse/pull/19016) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fix inserting of `LowCardinality` column to table with `TinyLog` engine. Fixes [#18629](https://github.com/ClickHouse/ClickHouse/issues/18629). [#19010](https://github.com/ClickHouse/ClickHouse/pull/19010) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Join tries to materialize const columns, but our code waits for them in other places. [#18982](https://github.com/ClickHouse/ClickHouse/pull/18982) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Join tries to materialize const columns, but our code wants them in other places. [#18982](https://github.com/ClickHouse/ClickHouse/pull/18982) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Disable `optimize_move_functions_out_of_any` because optimization is not always correct. This closes [#18051](https://github.com/ClickHouse/ClickHouse/issues/18051). This closes [#18973](https://github.com/ClickHouse/ClickHouse/issues/18973). [#18981](https://github.com/ClickHouse/ClickHouse/pull/18981) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix possible exception `QueryPipeline stream: different number of columns` caused by merging of query plan's `Expression` steps. Fixes [#18190](https://github.com/ClickHouse/ClickHouse/issues/18190). [#18980](https://github.com/ClickHouse/ClickHouse/pull/18980) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fixed very rare deadlock at shutdown. [#18977](https://github.com/ClickHouse/ClickHouse/pull/18977) ([tavplubix](https://github.com/tavplubix)).
* Fix incorrect behavior when `ALTER TABLE ... DROP PART 'part_name'` query removes all deduplication blocks for the whole partition. Fixes [#18874](https://github.com/ClickHouse/ClickHouse/issues/18874). [#18969](https://github.com/ClickHouse/ClickHouse/pull/18969) ([alesapin](https://github.com/alesapin)).
* Fix error `Task was not found in task queue` (possible only for remote queries, with `async_socket_for_remote = 1`). [#18964](https://github.com/ClickHouse/ClickHouse/pull/18964) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fix bug when mutation with some escaped text (like `ALTER ... UPDATE e = CAST('foo', 'Enum8(\'foo\' = 1')` serialized incorrectly. Fixes [#18878](https://github.com/ClickHouse/ClickHouse/issues/18878). [#18944](https://github.com/ClickHouse/ClickHouse/pull/18944) ([alesapin](https://github.com/alesapin)).
* Attach partition should reset the mutation. [#18804](https://github.com/ClickHouse/ClickHouse/issues/18804). [#18935](https://github.com/ClickHouse/ClickHouse/pull/18935) ([fastio](https://github.com/fastio)).
* Fix issue with `bitmapOrCardinality` that may lead to nullptr dereference. This closes [#18911](https://github.com/ClickHouse/ClickHouse/issues/18911). [#18912](https://github.com/ClickHouse/ClickHouse/pull/18912) ([sundyli](https://github.com/sundy-li)).
* Fix possible hang at shutdown in clickhouse-local. This fixes [#18891](https://github.com/ClickHouse/ClickHouse/issues/18891). [#18893](https://github.com/ClickHouse/ClickHouse/pull/18893) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* change the sorting key of events_list from timestamp to (timestamp, event_index). [#18884](https://github.com/ClickHouse/ClickHouse/pull/18884) ([Fuwang Hu](https://github.com/fuwhu)).
* Fix possible hang at shutdown in `clickhouse-local`. This fixes [#18891](https://github.com/ClickHouse/ClickHouse/issues/18891). [#18893](https://github.com/ClickHouse/ClickHouse/pull/18893) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Queries for external databases (MySQL, ODBC, JDBC) were incorrectly rewritten if there was an expression in form of `x IN table`. This fixes [#9756](https://github.com/ClickHouse/ClickHouse/issues/9756). [#18876](https://github.com/ClickHouse/ClickHouse/pull/18876) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix use after free bug in rocksdb. [#18862](https://github.com/ClickHouse/ClickHouse/pull/18862) ([sundyli](https://github.com/sundy-li)).
* - Fix never worked `fsync_part_directory`/`fsync_after_insert`/`in_memory_parts_insert_sync`. [#18845](https://github.com/ClickHouse/ClickHouse/pull/18845) ([Azat Khuzhin](https://github.com/azat)).
* Fix *If combinator with unary function and Nullable types. [#18806](https://github.com/ClickHouse/ClickHouse/pull/18806) ([Azat Khuzhin](https://github.com/azat)).
* Asynchronous distributed INSERTs can be rejected by the server if the setting `network_compression_method` is globally set to non-default value. This fixes [#18741](https://github.com/ClickHouse/ClickHouse/issues/18741). [#18776](https://github.com/ClickHouse/ClickHouse/pull/18776) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix the issue that asynchronous distributed INSERTs can be rejected by the server if the setting `network_compression_method` is globally set to non-default value. This fixes [#18741](https://github.com/ClickHouse/ClickHouse/issues/18741). [#18776](https://github.com/ClickHouse/ClickHouse/pull/18776) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fixed `Attempt to read after eof` error when trying to `CAST` `NULL` from `Nullable(String)` to `Nullable(Decimal(P, S))`. Now function `CAST` returns `NULL` when it cannot parse decimal from nullable string. Fixes [#7690](https://github.com/ClickHouse/ClickHouse/issues/7690). [#18718](https://github.com/ClickHouse/ClickHouse/pull/18718) ([Winter Zhang](https://github.com/zhang2014)).
* Fix Logger with unmatched arg size. [#18717](https://github.com/ClickHouse/ClickHouse/pull/18717) ([sundyli](https://github.com/sundy-li)).
* Fix minor issue with logging. [#18717](https://github.com/ClickHouse/ClickHouse/pull/18717) ([sundyli](https://github.com/sundy-li)).
* Fix removing of empty parts in `ReplicatedMergeTree` tables, created with old syntax. Fixes [#18582](https://github.com/ClickHouse/ClickHouse/issues/18582). [#18614](https://github.com/ClickHouse/ClickHouse/pull/18614) ([Anton Popov](https://github.com/CurtizJ)).
* Fix previous bug when date overflow with different values. Strict Date value limit to "2106-02-07", cast date > "2106-02-07" to value 0. [#18565](https://github.com/ClickHouse/ClickHouse/pull/18565) ([hexiaoting](https://github.com/hexiaoting)).
* Add FixedString Data type support. I'll get this exception "Code: 50, e.displayText() = DB::Exception: Unsupported type FixedString(1)" when replicating data from MySQL to ClickHouse. This patch fixes bug [#18450](https://github.com/ClickHouse/ClickHouse/issues/18450) Also fixes [#6556](https://github.com/ClickHouse/ClickHouse/issues/6556). [#18553](https://github.com/ClickHouse/ClickHouse/pull/18553) ([awesomeleo](https://github.com/awesomeleo)).
* Add FixedString data type support for replication from MySQL. Replication from MySQL is an experimental feature. This patch fixes [#18450](https://github.com/ClickHouse/ClickHouse/issues/18450) Also fixes [#6556](https://github.com/ClickHouse/ClickHouse/issues/6556). [#18553](https://github.com/ClickHouse/ClickHouse/pull/18553) ([awesomeleo](https://github.com/awesomeleo)).
* Fix possible `Pipeline stuck` error while using `ORDER BY` after subquery with `RIGHT` or `FULL` join. [#18550](https://github.com/ClickHouse/ClickHouse/pull/18550) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fix bug which may lead to `ALTER` queries hung after corresponding mutation kill. Found by thread fuzzer. [#18518](https://github.com/ClickHouse/ClickHouse/pull/18518) ([alesapin](https://github.com/alesapin)).
* Disable write with AIO during merges because it can lead to extremely rare data corruption of primary key columns during merge. [#18481](https://github.com/ClickHouse/ClickHouse/pull/18481) ([alesapin](https://github.com/alesapin)).
* Proper support for 12AM in `parseDateTimeBestEffort` function. This fixes [#18402](https://github.com/ClickHouse/ClickHouse/issues/18402). [#18449](https://github.com/ClickHouse/ClickHouse/pull/18449) ([vladimir-golovchenko](https://github.com/vladimir-golovchenko)).
* Fixed `value is too short` error when executing `toType(...)` functions (`toDate`, `toUInt32`, etc) with argument of type `Nullable(String)`. Now such functions return `NULL` on parsing errors instead of throwing exception. Fixes [#7673](https://github.com/ClickHouse/ClickHouse/issues/7673). [#18445](https://github.com/ClickHouse/ClickHouse/pull/18445) ([tavplubix](https://github.com/tavplubix)).
* Fix the unexpected behaviour of `SHOW TABLES`. [#18431](https://github.com/ClickHouse/ClickHouse/pull/18431) ([fastio](https://github.com/fastio)).
* Fix -SimpleState combinator generates incompatible arugment type and return type. [#18404](https://github.com/ClickHouse/ClickHouse/pull/18404) ([Amos Bird](https://github.com/amosbird)).
* Fix possible race condition in concurrent usage of `Set` or `Join` tables and selects from `system.tables`. [#18385](https://github.com/ClickHouse/ClickHouse/pull/18385) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Restrict merges from wide to compact parts. In case of vertical merge it led to broken result part. [#18381](https://github.com/ClickHouse/ClickHouse/pull/18381) ([Anton Popov](https://github.com/CurtizJ)).
* Fix filling table `system.settings_profile_elements`. This PR fixes [#18231](https://github.com/ClickHouse/ClickHouse/issues/18231). [#18379](https://github.com/ClickHouse/ClickHouse/pull/18379) ([Vitaly Baranov](https://github.com/vitlibar)).
* Fix index analysis of binary functions with constant argument which leads to wrong query results. This fixes [#18364](https://github.com/ClickHouse/ClickHouse/issues/18364). [#18373](https://github.com/ClickHouse/ClickHouse/pull/18373) ([Amos Bird](https://github.com/amosbird)).
* Fix possible crashes in aggregate functions with combinator `Distinct`, while using two-level aggregation. Fixes [#17682](https://github.com/ClickHouse/ClickHouse/issues/17682). [#18365](https://github.com/ClickHouse/ClickHouse/pull/18365) ([Anton Popov](https://github.com/CurtizJ)).
* - Fixed issue when `clickhouse-odbc-bridge` process is unreachable by server on machines with dual IPv4/IPv6 stack; - Fixed issue when ODBC dictionary updates are performed using malformed queries and/or cause crashes; Possibly closes [#14489](https://github.com/ClickHouse/ClickHouse/issues/14489). [#18278](https://github.com/ClickHouse/ClickHouse/pull/18278) ([Denis Glazachev](https://github.com/traceon)).
* `SELECT count() FROM table` now can be executed if only one any column can be selected from the `table`. This PR fixes [#10639](https://github.com/ClickHouse/ClickHouse/issues/10639). [#18233](https://github.com/ClickHouse/ClickHouse/pull/18233) ([Vitaly Baranov](https://github.com/vitlibar)).
* `SELECT JOIN` now requires the `SELECT` privilege on each of the joined tables. This PR fixes [#17654](https://github.com/ClickHouse/ClickHouse/issues/17654). [#18232](https://github.com/ClickHouse/ClickHouse/pull/18232) ([Vitaly Baranov](https://github.com/vitlibar)).
* Fix possible incomplete query result while reading from `MergeTree*` in case of read backoff (message `<Debug> MergeTreeReadPool: Will lower number of threads` in logs). Was introduced in [#16423](https://github.com/ClickHouse/ClickHouse/issues/16423). Fixes [#18137](https://github.com/ClickHouse/ClickHouse/issues/18137). [#18216](https://github.com/ClickHouse/ClickHouse/pull/18216) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fixed issue when `clickhouse-odbc-bridge` process is unreachable by server on machines with dual IPv4/IPv6 stack; Fixed issue when ODBC dictionary updates are performed using malformed queries and/or cause crashes of the odbc-bridge process; Possibly closes [#14489](https://github.com/ClickHouse/ClickHouse/issues/14489). [#18278](https://github.com/ClickHouse/ClickHouse/pull/18278) ([Denis Glazachev](https://github.com/traceon)).
* Access control: `SELECT count() FROM table` now can be executed if the user has access to at least single column from a table. This PR fixes [#10639](https://github.com/ClickHouse/ClickHouse/issues/10639). [#18233](https://github.com/ClickHouse/ClickHouse/pull/18233) ([Vitaly Baranov](https://github.com/vitlibar)).
* Access control: `SELECT JOIN` now requires the `SELECT` privilege on each of the joined tables. This PR fixes [#17654](https://github.com/ClickHouse/ClickHouse/issues/17654). [#18232](https://github.com/ClickHouse/ClickHouse/pull/18232) ([Vitaly Baranov](https://github.com/vitlibar)).
* Fix key comparison between Enum and Int types. This fixes [#17989](https://github.com/ClickHouse/ClickHouse/issues/17989). [#18214](https://github.com/ClickHouse/ClickHouse/pull/18214) ([Amos Bird](https://github.com/amosbird)).
* fixes [#18186](https://github.com/ClickHouse/ClickHouse/issues/18186) fixes [#16372](https://github.com/ClickHouse/ClickHouse/issues/16372) fix unique key convert crash in MaterializeMySQL database engine. [#18211](https://github.com/ClickHouse/ClickHouse/pull/18211) ([Winter Zhang](https://github.com/zhang2014)).
* Related to [#17466](https://github.com/ClickHouse/ClickHouse/issues/17466). [#18188](https://github.com/ClickHouse/ClickHouse/pull/18188) ([hexiaoting](https://github.com/hexiaoting)).
* Replication from MySQL (experimental feature). Fixes [#18186](https://github.com/ClickHouse/ClickHouse/issues/18186) Fixes [#16372](https://github.com/ClickHouse/ClickHouse/issues/16372) Fix unique key convert issue in MaterializeMySQL database engine. [#18211](https://github.com/ClickHouse/ClickHouse/pull/18211) ([Winter Zhang](https://github.com/zhang2014)).
* Fix inconsistency for queries with both `WITH FILL` and `WITH TIES` [#17466](https://github.com/ClickHouse/ClickHouse/issues/17466). [#18188](https://github.com/ClickHouse/ClickHouse/pull/18188) ([hexiaoting](https://github.com/hexiaoting)).
* Fix inserting a row with default value in case of parsing error in the last column. Fixes [#17712](https://github.com/ClickHouse/ClickHouse/issues/17712). [#18182](https://github.com/ClickHouse/ClickHouse/pull/18182) ([Jianmei Zhang](https://github.com/zhangjmruc)).
* Fix `Unknown setting profile` error on attempt to set settings profile. [#18167](https://github.com/ClickHouse/ClickHouse/pull/18167) ([tavplubix](https://github.com/tavplubix)).
* Fix error when query `MODIFY COLUMN ... REMOVE TTL` doesn't actually remove column TTL. [#18130](https://github.com/ClickHouse/ClickHouse/pull/18130) ([alesapin](https://github.com/alesapin)).
* Fixed `std::out_of_range: basic_string` in S3 URL parsing. [#18059](https://github.com/ClickHouse/ClickHouse/pull/18059) ([Vladimir Chebotarev](https://github.com/excitoon)).
* Fix corruption in librdkafka snappy decompression (was a problem only for gcc10 builds, but official builds uses clang already, so at least recent official releases are not affected). [#18053](https://github.com/ClickHouse/ClickHouse/pull/18053) ([Azat Khuzhin](https://github.com/azat)).
* Fix comparison of `DateTime64` and `Date`. Fixes [#13804](https://github.com/ClickHouse/ClickHouse/issues/13804) and [#11222](https://github.com/ClickHouse/ClickHouse/issues/11222). ... [#18050](https://github.com/ClickHouse/ClickHouse/pull/18050) ([Vasily Nemkov](https://github.com/Enmk)).
* fixes [#15187](https://github.com/ClickHouse/ClickHouse/issues/15187) fixes [#17912](https://github.com/ClickHouse/ClickHouse/issues/17912) support convert MySQL prefix index for MaterializeMySQL CC: @tavplubix. [#17944](https://github.com/ClickHouse/ClickHouse/pull/17944) ([Winter Zhang](https://github.com/zhang2014)).
* Replication from MySQL (experimental feature): Fixes [#15187](https://github.com/ClickHouse/ClickHouse/issues/15187) Fixes [#17912](https://github.com/ClickHouse/ClickHouse/issues/17912) support convert MySQL prefix index for MaterializeMySQL. [#17944](https://github.com/ClickHouse/ClickHouse/pull/17944) ([Winter Zhang](https://github.com/zhang2014)).
* When server log rotation was configured using `logger.size` parameter with numeric value larger than 2^32, the logs were not rotated properly. This is fixed. [#17905](https://github.com/ClickHouse/ClickHouse/pull/17905) ([Alexander Kuzmenkov](https://github.com/akuzm)).
* Fix comparison of `DateTime64` and `Date`. Fixes [#13804](https://github.com/ClickHouse/ClickHouse/issues/13804) and [#11222](https://github.com/ClickHouse/ClickHouse/issues/11222). ... [#17895](https://github.com/ClickHouse/ClickHouse/pull/17895) ([Vasily Nemkov](https://github.com/Enmk)).
* Trivial query optimization was producing wrong result if query contains ARRAY JOIN (so query is actually non trivial). [#17887](https://github.com/ClickHouse/ClickHouse/pull/17887) ([sundyli](https://github.com/sundy-li)).
* Fix max_distributed_connections (affects `prefer_localhost_replica=1` and `max_threads!=max_distributed_connections`). [#17848](https://github.com/ClickHouse/ClickHouse/pull/17848) ([Azat Khuzhin](https://github.com/azat)).
* Fix possible segfault in `topK` aggregate function. This closes [#17404](https://github.com/ClickHouse/ClickHouse/issues/17404). [#17845](https://github.com/ClickHouse/ClickHouse/pull/17845) ([Maksim Kita](https://github.com/kitaisreal)).
* fix incorrect initialize `max_compress_block_size` of MergeTreeWriterSettings with `min_compress_block_size`. [#17833](https://github.com/ClickHouse/ClickHouse/pull/17833) ([flynn](https://github.com/ucasFL)).
* Do not restore parts from WAL if `in_memory_parts_enable_wal` is disabled. [#17802](https://github.com/ClickHouse/ClickHouse/pull/17802) ([detailyang](https://github.com/detailyang)).
* WAL (experimental feature): Do not restore parts from WAL if `in_memory_parts_enable_wal` is disabled. [#17802](https://github.com/ClickHouse/ClickHouse/pull/17802) ([detailyang](https://github.com/detailyang)).
* Exception message about max table size to drop was displayed incorrectly. [#17764](https://github.com/ClickHouse/ClickHouse/pull/17764) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fixed segfault when there is not enough space when inserting into `Distributed` table. [#17737](https://github.com/ClickHouse/ClickHouse/pull/17737) ([tavplubix](https://github.com/tavplubix)).
* Fixed possible segfault when there is not enough space when inserting into `Distributed` table. [#17737](https://github.com/ClickHouse/ClickHouse/pull/17737) ([tavplubix](https://github.com/tavplubix)).
* Fixed problem when ClickHouse fails to resume connection to MySQL servers. [#17681](https://github.com/ClickHouse/ClickHouse/pull/17681) ([Alexander Kazakov](https://github.com/Akazz)).
* Fixed `Function not implemented` error when executing `RENAME` query in `Atomic` database with ClickHouse running on Windows Subsystem for Linux. Fixes [#17661](https://github.com/ClickHouse/ClickHouse/issues/17661). [#17664](https://github.com/ClickHouse/ClickHouse/pull/17664) ([tavplubix](https://github.com/tavplubix)).
* Windows: Fixed `Function not implemented` error when executing `RENAME` query in `Atomic` database with ClickHouse running on Windows Subsystem for Linux. Fixes [#17661](https://github.com/ClickHouse/ClickHouse/issues/17661). [#17664](https://github.com/ClickHouse/ClickHouse/pull/17664) ([tavplubix](https://github.com/tavplubix)).
* In might be determined incorrectly if cluster is circular- (cross-) replicated or not when executing `ON CLUSTER` query due to race condition when `pool_size` > 1. It's fixed. [#17640](https://github.com/ClickHouse/ClickHouse/pull/17640) ([tavplubix](https://github.com/tavplubix)).
* Fix empty `system.stack_trace` table when server is running in daemon mode. [#17630](https://github.com/ClickHouse/ClickHouse/pull/17630) ([Amos Bird](https://github.com/amosbird)).
* Exception `fmt::v7::format_error` can be logged in background for MergeTree tables. This fixes [#17613](https://github.com/ClickHouse/ClickHouse/issues/17613). [#17615](https://github.com/ClickHouse/ClickHouse/pull/17615) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* When clickhouse-client is used in interactive mode with multiline queries, single line comment was erronously extended till the end of query. This fixes [#13654](https://github.com/ClickHouse/ClickHouse/issues/13654). [#17565](https://github.com/ClickHouse/ClickHouse/pull/17565) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix the issue when server can stop accepting connections in very rare cases. [#17542](https://github.com/ClickHouse/ClickHouse/pull/17542) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix alter query hang when the corresponding mutation was killed on the different replica. Fixes [#16953](https://github.com/ClickHouse/ClickHouse/issues/16953). [#17499](https://github.com/ClickHouse/ClickHouse/pull/17499) ([alesapin](https://github.com/alesapin)).
* Fix bug when mark cache size was underestimated by clickhouse. It may happen when there are a lot of tiny files with marks. [#17496](https://github.com/ClickHouse/ClickHouse/pull/17496) ([alesapin](https://github.com/alesapin)).
* Fix issue with memory accounting when mark cache size was underestimated by clickhouse. It may happen when there are a lot of tiny files with marks. [#17496](https://github.com/ClickHouse/ClickHouse/pull/17496) ([alesapin](https://github.com/alesapin)).
* Fix `ORDER BY` with enabled setting `optimize_redundant_functions_in_order_by`. [#17471](https://github.com/ClickHouse/ClickHouse/pull/17471) ([Anton Popov](https://github.com/CurtizJ)).
* Avoid server abnormal termination in case of too low memory limits (`max_memory_usage=1`/`max_untracked_memory=1`). [#17453](https://github.com/ClickHouse/ClickHouse/pull/17453) ([Azat Khuzhin](https://github.com/azat)).
* Fix duplicates after `DISTINCT` which were possible because of incorrect optimization. Fixes [#17294](https://github.com/ClickHouse/ClickHouse/issues/17294). [#17296](https://github.com/ClickHouse/ClickHouse/pull/17296) ([li chengxiang](https://github.com/chengxianglibra)). [#17439](https://github.com/ClickHouse/ClickHouse/pull/17439) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Fixed high CPU usage in background tasks of *MergeTree tables. [#17416](https://github.com/ClickHouse/ClickHouse/pull/17416) ([tavplubix](https://github.com/tavplubix)).
* Fix crash while reading from `JOIN` table with `LowCardinality` types. Fixes [#17228](https://github.com/ClickHouse/ClickHouse/issues/17228). [#17397](https://github.com/ClickHouse/ClickHouse/pull/17397) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* fixes [#16835](https://github.com/ClickHouse/ClickHouse/issues/16835) try fix miss match header with MySQL SHOW statement. [#17366](https://github.com/ClickHouse/ClickHouse/pull/17366) ([Winter Zhang](https://github.com/zhang2014)).
* Fix indeterministic functions with predicate optimizer. This fixes [#17244](https://github.com/ClickHouse/ClickHouse/issues/17244). [#17273](https://github.com/ClickHouse/ClickHouse/pull/17273) ([Winter Zhang](https://github.com/zhang2014)).
* Fix possible crash while reading from `JOIN` table with `LowCardinality` types. Fixes [#17228](https://github.com/ClickHouse/ClickHouse/issues/17228). [#17397](https://github.com/ClickHouse/ClickHouse/pull/17397) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Replication from MySQL (experimental feature): Fixes [#16835](https://github.com/ClickHouse/ClickHouse/issues/16835) try fix miss match header with MySQL SHOW statement. [#17366](https://github.com/ClickHouse/ClickHouse/pull/17366) ([Winter Zhang](https://github.com/zhang2014)).
* Fix nondeterministic functions with predicate optimizer. This fixes [#17244](https://github.com/ClickHouse/ClickHouse/issues/17244). [#17273](https://github.com/ClickHouse/ClickHouse/pull/17273) ([Winter Zhang](https://github.com/zhang2014)).
* Fix possible `Unexpected packet Data received from client` error for Distributed queries with `LIMIT`. [#17254](https://github.com/ClickHouse/ClickHouse/pull/17254) ([Azat Khuzhin](https://github.com/azat)).
* Fix set index invalidation when there are const columns in the subquery. This fixes [#17246](https://github.com/ClickHouse/ClickHouse/issues/17246) . [#17249](https://github.com/ClickHouse/ClickHouse/pull/17249) ([Amos Bird](https://github.com/amosbird)).
* Fix [#15235](https://github.com/ClickHouse/ClickHouse/issues/15235). When clickhouse-copier handle non-partitioned table, throws segfault error. [#17248](https://github.com/ClickHouse/ClickHouse/pull/17248) ([Qi Chen](https://github.com/kaka11chen)).
* Fixed possible not-working mutations for parts stored on S3 disk. [#17227](https://github.com/ClickHouse/ClickHouse/pull/17227) ([Pavel Kovalenko](https://github.com/Jokser)).
* Fix possible wrong index analysis when the types of the index comparison are different. This fixes [#17122](https://github.com/ClickHouse/ClickHouse/issues/17122). [#17145](https://github.com/ClickHouse/ClickHouse/pull/17145) ([Amos Bird](https://github.com/amosbird)).
* Bug fix for funciton fuzzBits, related issue: [#16980](https://github.com/ClickHouse/ClickHouse/issues/16980). [#17051](https://github.com/ClickHouse/ClickHouse/pull/17051) ([hexiaoting](https://github.com/hexiaoting)).
* - Fix optimize_distributed_group_by_sharding_key for query with OFFSET only. [#16996](https://github.com/ClickHouse/ClickHouse/pull/16996) ([Azat Khuzhin](https://github.com/azat)).
* Fix Merge(Distributed()) with JOIN. [#16993](https://github.com/ClickHouse/ClickHouse/pull/16993) ([Azat Khuzhin](https://github.com/azat)).
* Fix order by optimization with monotonous functions. Fixes [#16107](https://github.com/ClickHouse/ClickHouse/issues/16107). [#16956](https://github.com/ClickHouse/ClickHouse/pull/16956) ([Anton Popov](https://github.com/CurtizJ)).
* Fix set index invalidation when there are const columns in the subquery. This fixes [#17246](https://github.com/ClickHouse/ClickHouse/issues/17246). [#17249](https://github.com/ClickHouse/ClickHouse/pull/17249) ([Amos Bird](https://github.com/amosbird)).
* clickhouse-copier: Fix for non-partitioned tables [#15235](https://github.com/ClickHouse/ClickHouse/issues/15235). [#17248](https://github.com/ClickHouse/ClickHouse/pull/17248) ([Qi Chen](https://github.com/kaka11chen)).
* Fixed possible not-working mutations for parts stored on S3 disk (experimental feature). [#17227](https://github.com/ClickHouse/ClickHouse/pull/17227) ([Pavel Kovalenko](https://github.com/Jokser)).
* Bug fix for funciton `fuzzBits`, related issue: [#16980](https://github.com/ClickHouse/ClickHouse/issues/16980). [#17051](https://github.com/ClickHouse/ClickHouse/pull/17051) ([hexiaoting](https://github.com/hexiaoting)).
* Fix `optimize_distributed_group_by_sharding_key` for query with OFFSET only. [#16996](https://github.com/ClickHouse/ClickHouse/pull/16996) ([Azat Khuzhin](https://github.com/azat)).
* Fix queries from `Merge` tables over `Distributed` tables with JOINs. [#16993](https://github.com/ClickHouse/ClickHouse/pull/16993) ([Azat Khuzhin](https://github.com/azat)).
* Fix order by optimization with monotonic functions. Fixes [#16107](https://github.com/ClickHouse/ClickHouse/issues/16107). [#16956](https://github.com/ClickHouse/ClickHouse/pull/16956) ([Anton Popov](https://github.com/CurtizJ)).
* Fix incorrect comparison of types `DateTime64` with different scales. Fixes [#16655](https://github.com/ClickHouse/ClickHouse/issues/16655) ... [#16952](https://github.com/ClickHouse/ClickHouse/pull/16952) ([Vasily Nemkov](https://github.com/Enmk)).
* Fix optimization of group by with enabled setting `optimize_aggregators_of_group_by_keys` and joins. Fixes [#12604](https://github.com/ClickHouse/ClickHouse/issues/12604). [#16951](https://github.com/ClickHouse/ClickHouse/pull/16951) ([Anton Popov](https://github.com/CurtizJ)).
* TODO. [#16866](https://github.com/ClickHouse/ClickHouse/pull/16866) ([tavplubix](https://github.com/tavplubix)).
* Fix bug when clickhouse-server doesn't send `close` request to ZooKeeper server. [#16837](https://github.com/ClickHouse/ClickHouse/pull/16837) ([alesapin](https://github.com/alesapin)).
* Fix optimize_trivial_count_query with partition predicate. [#16767](https://github.com/ClickHouse/ClickHouse/pull/16767) ([Azat Khuzhin](https://github.com/azat)).
* Return number of affected rows for INSERT queries via MySQL protocol. Previously ClickHouse used to always return 0, it's fixed. Fixes [#16605](https://github.com/ClickHouse/ClickHouse/issues/16605). [#16715](https://github.com/ClickHouse/ClickHouse/pull/16715) ([Winter Zhang](https://github.com/zhang2014)).
* Fix inconsistent behavior caused by `select_sequential_consistency` for optimized trivial count query and system.tables. [#16309](https://github.com/ClickHouse/ClickHouse/pull/16309) ([Hao Chen](https://github.com/haoch)).
* Throw error when use ColumnTransformer replace non exist column. [#16183](https://github.com/ClickHouse/ClickHouse/pull/16183) ([hexiaoting](https://github.com/hexiaoting)).
* Fix crash in case of not equi-join ON expression in RIGH|FULL JOIN. [#15162](https://github.com/ClickHouse/ClickHouse/pull/15162) ([Artem Zuikov](https://github.com/4ertus2)).
* Minor fix in SHOW ACCESS query. [#16866](https://github.com/ClickHouse/ClickHouse/pull/16866) ([tavplubix](https://github.com/tavplubix)).
* Fix the behaviour with enabled `optimize_trivial_count_query` setting with partition predicate. [#16767](https://github.com/ClickHouse/ClickHouse/pull/16767) ([Azat Khuzhin](https://github.com/azat)).
* Return number of affected rows for INSERT queries via MySQL wire protocol. Previously ClickHouse used to always return 0, it's fixed. Fixes [#16605](https://github.com/ClickHouse/ClickHouse/issues/16605). [#16715](https://github.com/ClickHouse/ClickHouse/pull/16715) ([Winter Zhang](https://github.com/zhang2014)).
* Fix inconsistent behavior caused by `select_sequential_consistency` for optimized trivial count query and system tables. [#16309](https://github.com/ClickHouse/ClickHouse/pull/16309) ([Hao Chen](https://github.com/haoch)).
* Throw error when `REPLACE` column transformer operates on non existing column. [#16183](https://github.com/ClickHouse/ClickHouse/pull/16183) ([hexiaoting](https://github.com/hexiaoting)).
* Throw exception in case of not equi-join ON expression in RIGH|FULL JOIN. [#15162](https://github.com/ClickHouse/ClickHouse/pull/15162) ([Artem Zuikov](https://github.com/4ertus2)).
#### Improvement
* Explicitly set uid / gid of clickhouse user & group to the fixed values (101) in clickhouse-server images. [#19096](https://github.com/ClickHouse/ClickHouse/pull/19096) ([filimonov](https://github.com/filimonov)).
* Two new settings (by analogy with MergeTree family) has been added: - `fsync_after_insert` - Do fsync for every inserted. Will decreases performance of inserts. - `fsync_directories` - Do fsync for temporary directory (that is used for async INSERT only) after all operations (writes, renames, etc.). [#18864](https://github.com/ClickHouse/ClickHouse/pull/18864) ([Azat Khuzhin](https://github.com/azat)).
* `SYSTEM KILL` command started to work in Docker. This closes [#18847](https://github.com/ClickHouse/ClickHouse/issues/18847). [#18848](https://github.com/ClickHouse/ClickHouse/pull/18848) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Expand macros in the zk path when executing fetchPartition. [#18839](https://github.com/ClickHouse/ClickHouse/pull/18839) ([fastio](https://github.com/fastio)).
* Apply `ALTER TABLE <replicated_table> ON CLUSTER MODIFY SETTING ...` to all replicas. Because we don't replicate such alter commands. [#18789](https://github.com/ClickHouse/ClickHouse/pull/18789) ([Amos Bird](https://github.com/amosbird)).
* Allow column transformer `EXCEPT` to accept a string as regular expression matcher. This resolves [#18685](https://github.com/ClickHouse/ClickHouse/issues/18685) . [#18699](https://github.com/ClickHouse/ClickHouse/pull/18699) ([Amos Bird](https://github.com/amosbird)).
* Another fix of using SimpleAggregateFunction in SummingMergeTree. This fixes [#18676](https://github.com/ClickHouse/ClickHouse/issues/18676) . [#18677](https://github.com/ClickHouse/ClickHouse/pull/18677) ([Amos Bird](https://github.com/amosbird)).
* Fix SimpleAggregateFunction in SummingMergeTree. Now it works like AggregateFunction. In previous versions values were summed together regardless to the aggregate function. This fixes [#18564](https://github.com/ClickHouse/ClickHouse/issues/18564) . [#8052](https://github.com/ClickHouse/ClickHouse/issues/8052). [#18637](https://github.com/ClickHouse/ClickHouse/pull/18637) ([Amos Bird](https://github.com/amosbird)).
* PODArray: Avoid call to memcpy with (nullptr, 0) arguments (Fix UBSan report). This fixes [#18525](https://github.com/ClickHouse/ClickHouse/issues/18525). [#18526](https://github.com/ClickHouse/ClickHouse/pull/18526) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fixed assertion error inside allocator in case when last argument of function bar is NaN. Now simple ClickHouse's exception is being thrown. This fixes [#17876](https://github.com/ClickHouse/ClickHouse/issues/17876). [#18520](https://github.com/ClickHouse/ClickHouse/pull/18520) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* support syntax `EXISTS DATABASE name`. [#18458](https://github.com/ClickHouse/ClickHouse/pull/18458) ([Du Chuan](https://github.com/spongedu)).
* Fix bug: no newline after exception message in some tools. [#18444](https://github.com/ClickHouse/ClickHouse/pull/18444) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Add ability to modify primary and partition key column type from `LowCardinality(Type)` to `Type` and vice versa. Also add an ability to modify primary key column type from `EnumX ` to `IntX` type. Fixes [#5604](https://github.com/ClickHouse/ClickHouse/issues/5604). [#18362](https://github.com/ClickHouse/ClickHouse/pull/18362) ([alesapin](https://github.com/alesapin)).
* Support builtin function `isIPv4String` && `isIPv6String` like [MySQL](https://github.com/ClickHouse/ClickHouse/compare/master...spongedu:support_is_ipv4?expand=1). [#18349](https://github.com/ClickHouse/ClickHouse/pull/18349) ([Du Chuan](https://github.com/spongedu)).
* Fix potential server crash during Buffer rollback (that is impossible in current ClickHouse version). [#18329](https://github.com/ClickHouse/ClickHouse/pull/18329) ([Azat Khuzhin](https://github.com/azat)).
* related to [#18133](https://github.com/ClickHouse/ClickHouse/issues/18133). [#18309](https://github.com/ClickHouse/ClickHouse/pull/18309) ([hexiaoting](https://github.com/hexiaoting)).
* Add a new setting `insert_distributed_one_random_shard = 1` to allow insertion into multi-sharded distributed table without any distributed key. [#18294](https://github.com/ClickHouse/ClickHouse/pull/18294) ([Amos Bird](https://github.com/amosbird)).
* Allow to parse Array fields from CSV if it is represented as a string containing array that was serialized as nested CSV. Example: `"[""Hello"", ""world"", ""42"""" TV""]"` will parse as `['Hello', 'world', '42" TV']`. Allow to parse array in CSV in a string without enclosing braces. Example: `"'Hello', 'world', '42"" TV'"` will parse as `['Hello', 'world', '42" TV']`. [#18271](https://github.com/ClickHouse/ClickHouse/pull/18271) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Make better adaptive granularity calculation for merge tree wide parts. [#18223](https://github.com/ClickHouse/ClickHouse/pull/18223) ([alesapin](https://github.com/alesapin)).
* Now clickhouse-install could work on Mac. The problem was that there is no procfs on this platform. [#18201](https://github.com/ClickHouse/ClickHouse/pull/18201) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Better hints for `SHOW ...` query syntax. [#18183](https://github.com/ClickHouse/ClickHouse/pull/18183) ([Du Chuan](https://github.com/spongedu)).
* Array aggregation `arrayMin`, `arrayMax`, `arraySum`, `arrayAvg` support for `Int128`, `Int256`, `UInt256`. [#18147](https://github.com/ClickHouse/ClickHouse/pull/18147) ([Maksim Kita](https://github.com/kitaisreal)).
* All queries of type `Decimal * Float` or vice versa are allowed, including aggregate ones (e.g. `SELECT sum(decimal_field * 1.1)` or `SELECT dec_col * float_col`), the result type is Float32 or Float64. [#18145](https://github.com/ClickHouse/ClickHouse/pull/18145) ([Mike](https://github.com/myrrc)).
* `EXPLAIN AST` now support queries other then `SELECT`. [#18136](https://github.com/ClickHouse/ClickHouse/pull/18136) ([taiyang-li](https://github.com/taiyang-li)).
* Add `disk` to Set and Join storage settings. [#18112](https://github.com/ClickHouse/ClickHouse/pull/18112) ([Grigory Pervakov](https://github.com/GrigoryPervakov)).
* Now the table function `merge()` requires the current user to have the `SELECT` privilege on each table it receives data from. This PR fixes [#16964](https://github.com/ClickHouse/ClickHouse/issues/16964). [#18104](https://github.com/ClickHouse/ClickHouse/pull/18104) ([Vitaly Baranov](https://github.com/vitlibar)).
* Support `SHOW CREATE VIEW name` syntax like [MySQL](https://dev.mysql.com/doc/refman/5.7/en/show-create-view.html). [#18095](https://github.com/ClickHouse/ClickHouse/pull/18095) ([Du Chuan](https://github.com/spongedu)).
* Fix dead list watches removal for TestKeeperStorage. [#18065](https://github.com/ClickHouse/ClickHouse/pull/18065) ([alesapin](https://github.com/alesapin)).
* Temporary tables are visible in the system tables `system.tables` and `system.columns` now only in those session where they have been created. The internal database `_temporary_and_external_tables` is now hidden in those system tables; temporary tables are shown as tables with empty database with the `is_temporary` flag set instead. [#18014](https://github.com/ClickHouse/ClickHouse/pull/18014) ([Vitaly Baranov](https://github.com/vitlibar)).
* Fix clickhouse-client rendering issue when the size of terminal window changes. [#18009](https://github.com/ClickHouse/ClickHouse/pull/18009) ([Amos Bird](https://github.com/amosbird)).
* Decrease log verbosity of the events when the client drops the connection from WARNING to INFORMATION. [#18005](https://github.com/ClickHouse/ClickHouse/pull/18005) ([filimonov](https://github.com/filimonov)).
* Now the table function `merge()` requires the current user to have the `SELECT` privilege on each table it receives data from. This PR fixes [#16964](https://github.com/ClickHouse/ClickHouse/issues/16964). [#17983](https://github.com/ClickHouse/ClickHouse/pull/17983) ([Vitaly Baranov](https://github.com/vitlibar)).
* Forcibly removing empty or bad metadata files from filesystem for DiskS3. S3 is an experimental feature. [#17935](https://github.com/ClickHouse/ClickHouse/pull/17935) ([Pavel Kovalenko](https://github.com/Jokser)).
* Adaptive choose of single/multi part upload in WriteBufferFromS3. Single part upload is controlled by a new setting 'max_single_part_upload_size'. [#17934](https://github.com/ClickHouse/ClickHouse/pull/17934) ([Pavel Kovalenko](https://github.com/Jokser)).
* Ability to set custom metadata when putting S3 object. [#17909](https://github.com/ClickHouse/ClickHouse/pull/17909) ([Pavel Kovalenko](https://github.com/Jokser)).
* `allow_introspection_functions=0` prohibits usage of introspection functions but doesn't prohibit giving grants for them anymore (the grantee will need to set `allow_introspection_functions=1` for himself to be able to use that grant). Similarly `allow_ddl=0` prohibits usage of DDL commands but doesn't prohibit giving grants for them anymore. [#17908](https://github.com/ClickHouse/ClickHouse/pull/17908) ([Vitaly Baranov](https://github.com/vitlibar)).
* Support for async tasks in `PipelineExecutor`. Initial support of async sockets for remote queries. [#17868](https://github.com/ClickHouse/ClickHouse/pull/17868) ([Nikolai Kochetov](https://github.com/KochetovNicolai)).
* Hints for column names. [#17112](https://github.com/ClickHouse/ClickHouse/issues/17112). [#17857](https://github.com/ClickHouse/ClickHouse/pull/17857) ([fastio](https://github.com/fastio)).
* Add diagnostic information when two merge tables try to read each other's data. [#17854](https://github.com/ClickHouse/ClickHouse/pull/17854) ([徐炘](https://github.com/weeds085490)).
* Add metrics(Parts, PartsActive, PartsInactive) for part number in MergeTree in clickhouse. [#17838](https://github.com/ClickHouse/ClickHouse/pull/17838) ([徐炘](https://github.com/weeds085490)).
* - Let the possibility to override timeout value for running script using the ClickHouse docker image. [#17818](https://github.com/ClickHouse/ClickHouse/pull/17818) ([Guillaume Tassery](https://github.com/YiuRULE)).
* Improvement of Web UI: do not add empty query to browser history. [#17770](https://github.com/ClickHouse/ClickHouse/pull/17770) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Improves the path concatenation of zookeeper paths inside DDLWorker. [#17767](https://github.com/ClickHouse/ClickHouse/pull/17767) ([Bharat Nallan](https://github.com/bharatnc)).
* Check system log tables' engine definition grammatically to prevent some configuration errors. Notes that this grammar check is not semantical, that means such mistakes as non-existent columns / expression functions would be not found out util the table is created. [#17739](https://github.com/ClickHouse/ClickHouse/pull/17739) ([Du Chuan](https://github.com/spongedu)).
* system.query_log now has extensive information to achieve better query analysis. [#17726](https://github.com/ClickHouse/ClickHouse/pull/17726) ([Amos Bird](https://github.com/amosbird)).
* Removed exception throwing at table initialization if there was no connection (it will be reconnecting in the background). [#17709](https://github.com/ClickHouse/ClickHouse/pull/17709) ([Kseniia Sumarokova](https://github.com/kssenii)).
* Do not ignore server memory limits during Buffer flush. [#17646](https://github.com/ClickHouse/ClickHouse/pull/17646) ([Azat Khuzhin](https://github.com/azat)).
* Switch to patched version of RocksDB (from ClickHouse-Extras). [#17643](https://github.com/ClickHouse/ClickHouse/pull/17643) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* This fixes [#17457](https://github.com/ClickHouse/ClickHouse/issues/17457). [#17641](https://github.com/ClickHouse/ClickHouse/pull/17641) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Allow to reload symbols from debug file. This PR also fixes a build-id issue. [#17637](https://github.com/ClickHouse/ClickHouse/pull/17637) ([Amos Bird](https://github.com/amosbird)).
* Don't throw "Too many parts" error in the middle of INSERT query. [#17566](https://github.com/ClickHouse/ClickHouse/pull/17566) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Allow query parameters in UPDATE statement of ALTER query. Fixes [#10976](https://github.com/ClickHouse/ClickHouse/issues/10976). [#17563](https://github.com/ClickHouse/ClickHouse/pull/17563) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Query obfuscator: avoid usage of some SQL keywords for identifier names. [#17526](https://github.com/ClickHouse/ClickHouse/pull/17526) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Export current max ddl entry executed by DDLWorker. It's useful to check if DDLWorker hangs somewhere. [#17464](https://github.com/ClickHouse/ClickHouse/pull/17464) ([Amos Bird](https://github.com/amosbird)).
* Export asynchronous metrics of all servers current threads. It's useful to track down issues like https://github.com/ClickHouse-Extras/poco/pull/28. [#17463](https://github.com/ClickHouse/ClickHouse/pull/17463) ([Amos Bird](https://github.com/amosbird)).
* Return dynamic columns like MATERIALIZED / ALIAS for wildcard query when switches `asterisk_include_materialized_columns` and `asterisk_include_alias_columns` are turned on. [#17462](https://github.com/ClickHouse/ClickHouse/pull/17462) ([Ken Chen](https://github.com/chenziliang)).
* Add functions countMatches/countMatchesCaseInsensitive. [#17459](https://github.com/ClickHouse/ClickHouse/pull/17459) ([Azat Khuzhin](https://github.com/azat)).
* Allow specifying [TTL](https://clickhouse.tech/docs/en/engines/table-engines/mergetree-family/mergetree/#mergetree-table-ttl) to remove old entries from [system log tables](https://clickhouse.tech/docs/en/operations/system-tables/), using the `<ttl>` attribute in `config.xml`. [#17438](https://github.com/ClickHouse/ClickHouse/pull/17438) ([Du Chuan](https://github.com/spongedu)).
* Now queries coming to the server via MySQL and PostgreSQL protocols have distinctive interface types (which can be seen in the `interface` column of the table`system.query_log`): `4` for MySQL, and `5` for PostgreSQL, instead of formerly used `1` which is now used for the native protocol only. [#17437](https://github.com/ClickHouse/ClickHouse/pull/17437) ([Vitaly Baranov](https://github.com/vitlibar)).
* Simplify Sys/V init script. It was not working on Ubuntu 12.04. [#17428](https://github.com/ClickHouse/ClickHouse/pull/17428) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Multiple improvements in `./clickhouse install` script. [#17421](https://github.com/ClickHouse/ClickHouse/pull/17421) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Fix parsing of SETTINGS clause of the INSERT ... SELECT ... SETTINGS query. [#17414](https://github.com/ClickHouse/ClickHouse/pull/17414) ([Azat Khuzhin](https://github.com/azat)).
* Replaced `malloc` with `new`, so that the `MemoryTracker` takes this memory into account. [#17412](https://github.com/ClickHouse/ClickHouse/pull/17412) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Add eof check in receiveHello to prevent getting `Attempt to read after eof` exception. [#17365](https://github.com/ClickHouse/ClickHouse/pull/17365) ([Kruglov Pavel](https://github.com/Avogar)).
* Implement `countSubstrings()`/`countSubstringsCaseInsensitive()`/`countSubstringsCaseInsensitiveUTF8()` (Count the number of substring occurrences). [#17347](https://github.com/ClickHouse/ClickHouse/pull/17347) ([Azat Khuzhin](https://github.com/azat)).
* Allow to use `optimize_move_to_prewhere` optimization with compact parts, when sizes of columns are unknown. [#17330](https://github.com/ClickHouse/ClickHouse/pull/17330) ([Anton Popov](https://github.com/CurtizJ)).
* Improved minimal Web UI: add history; add sharing support; avoid race condition of different requests; add request in-flight and ready indicators; add favicon; detect Ctrl+Enter if textarea is not in focus. [#17293](https://github.com/ClickHouse/ClickHouse/pull/17293) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Avoid possible stack overflow in bigint conversion. Big integers are experimental. [#17269](https://github.com/ClickHouse/ClickHouse/pull/17269) ([flynn](https://github.com/ucasFL)).
* Now set indices will work with `GLOBAL IN`. This fixes [#17232](https://github.com/ClickHouse/ClickHouse/issues/17232) , [#5576](https://github.com/ClickHouse/ClickHouse/issues/5576) . [#17253](https://github.com/ClickHouse/ClickHouse/pull/17253) ([Amos Bird](https://github.com/amosbird)).
* - Add limit for http redirects in request to S3 storage ('s3_max_redirects'). [#17220](https://github.com/ClickHouse/ClickHouse/pull/17220) ([ianton-ru](https://github.com/ianton-ru)).
* - Add configuration for multi zookeeper clusters. [#17070](https://github.com/ClickHouse/ClickHouse/pull/17070) ([fastio](https://github.com/fastio)).
* When `-OrNull` combinator combined `-If`, `-Merge`, `-MergeState`, `-State` combinators, we should put `-OrNull` in front. [#16935](https://github.com/ClickHouse/ClickHouse/pull/16935) ([flynn](https://github.com/ucasFL)).
* Support HTTP proxy and HTTPS S3 endpoint configuration. [#16861](https://github.com/ClickHouse/ClickHouse/pull/16861) ([Pavel Kovalenko](https://github.com/Jokser)).
* Added proper authentication using environment, `~/.aws` and `AssumeRole` for S3 client. [#16856](https://github.com/ClickHouse/ClickHouse/pull/16856) ([Vladimir Chebotarev](https://github.com/excitoon)).
* - New IP Dictionary implementation with lower memory consumption, improved performance for some cases, and fixed bugs. [#16804](https://github.com/ClickHouse/ClickHouse/pull/16804) ([vdimir](https://github.com/vdimir)).
* Add more OpenTelemetry spans. Add an example of how to export the span data to Zipkin. [#16535](https://github.com/ClickHouse/ClickHouse/pull/16535) ([Alexander Kuzmenkov](https://github.com/akuzm)).
* - Added `verification_cooldown` parameter in LDAP server connection configuration to allow caching of successful "bind" attempts for configurable period of time. [#15988](https://github.com/ClickHouse/ClickHouse/pull/15988) ([Denis Glazachev](https://github.com/traceon)).
* Avoid deadlock when executing INSERT SELECT into itself from a table with `TinyLog` or `Log` table engines. This closes [#6802](https://github.com/ClickHouse/ClickHouse/issues/6802). This closes [#18691](https://github.com/ClickHouse/ClickHouse/issues/18691). This closes [#16812](https://github.com/ClickHouse/ClickHouse/issues/16812). This closes [#14570](https://github.com/ClickHouse/ClickHouse/issues/14570). [#15260](https://github.com/ClickHouse/ClickHouse/pull/15260) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* fix [#9117](https://github.com/ClickHouse/ClickHouse/issues/9117). [#15127](https://github.com/ClickHouse/ClickHouse/pull/15127) ([flynn](https://github.com/ucasFL)).
* * Completely eliminate callbacks and locks for acquiring them. * Keys are not divided into "not found" and "expired", but stored in the same map during query. [#14958](https://github.com/ClickHouse/ClickHouse/pull/14958) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Allow using `Atomic` engine for nested database of `MaterializeMySQL` engine. [#14849](https://github.com/ClickHouse/ClickHouse/pull/14849) ([tavplubix](https://github.com/tavplubix)).
* Implement new parser based on ANTLR4 runtime and generated from EBNF grammar. [#11298](https://github.com/ClickHouse/ClickHouse/pull/11298) ([Ivan](https://github.com/abyss7)).
#### Performance Improvement
* Add `--no-system-table` option for `clickhouse-local` to run without system tables. This avoids initialization of `DateLUT` that may take noticeable amount of time (tens of milliseconds) at startup. [#18899](https://github.com/ClickHouse/ClickHouse/pull/18899) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Replace `PODArray` with `PODArrayWithStackMemory` in `AggregateFunctionWindowFunnelData` to improvement `windowFunnel` function performance. [#18817](https://github.com/ClickHouse/ClickHouse/pull/18817) ([flynn](https://github.com/ucasFL)).
* Don't send empty blocks to shards on synchronous INSERT into Distributed table. This closes [#14571](https://github.com/ClickHouse/ClickHouse/issues/14571). [#18775](https://github.com/ClickHouse/ClickHouse/pull/18775) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Optimized read for StorageMemory. [#18052](https://github.com/ClickHouse/ClickHouse/pull/18052) ([Maksim Kita](https://github.com/kitaisreal)).
* Using dragonbox algorithm for float to string conversion instead of ryu. [#17831](https://github.com/ClickHouse/ClickHouse/pull/17831) ([Maksim Kita](https://github.com/kitaisreal)).
* Speedup `IPv6CIDRToRange` implementation. [#17569](https://github.com/ClickHouse/ClickHouse/pull/17569) ([vdimir](https://github.com/vdimir)).
* Add `remerge_sort_lowered_memory_bytes_ratio` setting (If memory usage after remerge does not reduced by this ratio, remerge will be disabled). [#17539](https://github.com/ClickHouse/ClickHouse/pull/17539) ([Azat Khuzhin](https://github.com/azat)).
* Improve performance of AggregatingMergeTree w/ SimpleAggregateFunction(String) in PK. [#17109](https://github.com/ClickHouse/ClickHouse/pull/17109) ([Azat Khuzhin](https://github.com/azat)).
* Now the `-If` combinator is devirtualized, and `count` is properly vectorized. This is for https://github.com/ClickHouse/ClickHouse/pull/17041. [#17043](https://github.com/ClickHouse/ClickHouse/pull/17043) ([Amos Bird](https://github.com/amosbird)).
* Fix performance of reading from `Merge` tables over huge number of `MergeTree` tables. Fixes [#7748](https://github.com/ClickHouse/ClickHouse/issues/7748). [#16988](https://github.com/ClickHouse/ClickHouse/pull/16988) ([Anton Popov](https://github.com/CurtizJ)).
* Improved performance of function `repeat`. [#16937](https://github.com/ClickHouse/ClickHouse/pull/16937) ([satanson](https://github.com/satanson)).
* Slightly improved performance of float parsing. [#16809](https://github.com/ClickHouse/ClickHouse/pull/16809) ([Maksim Kita](https://github.com/kitaisreal)).
* Add possibility to skip merged partitions for OPTIMIZE TABLE ... FINAL. [#15939](https://github.com/ClickHouse/ClickHouse/pull/15939) ([Kruglov Pavel](https://github.com/Avogar)).
#### Build/Testing/Packaging Improvement
* Add `SYSTEM SUSPEND` command for fault injection. It can be used to faciliate failover tests. This closes [#15979](https://github.com/ClickHouse/ClickHouse/issues/15979). [#18850](https://github.com/ClickHouse/ClickHouse/pull/18850) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Removed the -finline-hint-functions flag not present in GCC. [#18846](https://github.com/ClickHouse/ClickHouse/pull/18846) ([Mike](https://github.com/myrrc)).
* Add simple integrity check for ClickHouse binary. It allows to detect corruption due to faulty hardware (bit rot on storage media or bit flips in RAM). [#18811](https://github.com/ClickHouse/ClickHouse/pull/18811) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Change `OpenSSL` to `BoringSSL`. It allows to avoid issues with sanitizers. This fixes [#12490](https://github.com/ClickHouse/ClickHouse/issues/12490). This fixes [#17502](https://github.com/ClickHouse/ClickHouse/issues/17502). This fixes [#12952](https://github.com/ClickHouse/ClickHouse/issues/12952). [#18129](https://github.com/ClickHouse/ClickHouse/pull/18129) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Simplify `Sys/V` init script. It was not working on Ubuntu 12.04 or older. [#17428](https://github.com/ClickHouse/ClickHouse/pull/17428) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Multiple improvements in `./clickhouse install` script. [#17421](https://github.com/ClickHouse/ClickHouse/pull/17421) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Now ClickHouse can pretend to be a fake ZooKeeper. Currently, storage implementation is just stored in-memory hash-table, and server partially support ZooKeeper protocol. [#16877](https://github.com/ClickHouse/ClickHouse/pull/16877) ([alesapin](https://github.com/alesapin)).
* Fix dead list watches removal for TestKeeperStorage (a mock for ZooKeeper). [#18065](https://github.com/ClickHouse/ClickHouse/pull/18065) ([alesapin](https://github.com/alesapin)).
* Add `SYSTEM SUSPEND` command for fault injection. It can be used to faciliate failover tests. This closes [#15979](https://github.com/ClickHouse/ClickHouse/issues/15979). [#18850](https://github.com/ClickHouse/ClickHouse/pull/18850) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Generate build id when ClickHouse is linked with `lld`. It's appeared that `lld` does not generate it by default on my machine. Build id is used for crash reports and introspection. [#18808](https://github.com/ClickHouse/ClickHouse/pull/18808) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* TestFlows: fixes to LDAP tests that fail due to slow test execution. [#18790](https://github.com/ClickHouse/ClickHouse/pull/18790) ([vzakaznikov](https://github.com/vzakaznikov)).
* Fix shellcheck errors in style check. [#18566](https://github.com/ClickHouse/ClickHouse/pull/18566) ([Ilya Yatsishin](https://github.com/qoega)).
* Update timezones info to 2020e. [#18531](https://github.com/ClickHouse/ClickHouse/pull/18531) ([alesapin](https://github.com/alesapin)).
* Fix codespell warnings. Split style checks into separate parts. Update style checks docker image. [#18463](https://github.com/ClickHouse/ClickHouse/pull/18463) ([Ilya Yatsishin](https://github.com/qoega)).
* Check for leftovers of conflict markers in docs. [#18332](https://github.com/ClickHouse/ClickHouse/pull/18332) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Automated check for leftovers of conflict markers in docs. [#18332](https://github.com/ClickHouse/ClickHouse/pull/18332) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Enable Thread Fuzzer for stateless tests flaky check. [#18299](https://github.com/ClickHouse/ClickHouse/pull/18299) ([alesapin](https://github.com/alesapin)).
* Merging requirements for AES encryption functions. Updating aes_encryption tests to use new requirements. Updating TestFlows version to 1.6.72. [#18221](https://github.com/ClickHouse/ClickHouse/pull/18221) ([vzakaznikov](https://github.com/vzakaznikov)).
* - Updating TestFlows version to the latest 1.6.72 - Re-generating requirements.py. [#18208](https://github.com/ClickHouse/ClickHouse/pull/18208) ([vzakaznikov](https://github.com/vzakaznikov)).
* Do not use non thread-safe function `strerror`. [#18204](https://github.com/ClickHouse/ClickHouse/pull/18204) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Update `anchore/scan-action@main` workflow action (was moved from master). [#18192](https://github.com/ClickHouse/ClickHouse/pull/18192) ([Stig Bakken](https://github.com/stigsb)).
* Fix usage of uninitialized value in function toModifiedJulianDayOrNull, reported by MSan. Was discovered [here](https://github.com/ClickHouse/ClickHouse/pull/17726#issuecomment-744050500). [#18172](https://github.com/ClickHouse/ClickHouse/pull/18172) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Change OpenSSL to BoringSSL. It allows to avoid issues with sanitizers. This fixes [#12490](https://github.com/ClickHouse/ClickHouse/issues/12490). This fixes [#17502](https://github.com/ClickHouse/ClickHouse/issues/17502). This fixes [#12952](https://github.com/ClickHouse/ClickHouse/issues/12952). [#18129](https://github.com/ClickHouse/ClickHouse/pull/18129) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Now, `clickhouse-test` DROP/CREATE databases with a timeout. [#18098](https://github.com/ClickHouse/ClickHouse/pull/18098) ([alesapin](https://github.com/alesapin)).
* Adjusting timeouts a bit, in the good hope that it will prevent flakiness of the test. [#18000](https://github.com/ClickHouse/ClickHouse/pull/18000) ([filimonov](https://github.com/filimonov)).
* Enable Pytest framework for stateless tests. [#17902](https://github.com/ClickHouse/ClickHouse/pull/17902) ([Ivan](https://github.com/abyss7)).
* Add our own CMakeList for dragonbox which was added in [#17831](https://github.com/ClickHouse/ClickHouse/issues/17831). [#17869](https://github.com/ClickHouse/ClickHouse/pull/17869) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Updating TestFlows README.md to include "How To Debug Why Test Failed" section. [#17808](https://github.com/ClickHouse/ClickHouse/pull/17808) ([vzakaznikov](https://github.com/vzakaznikov)).
* - Testflows tests for RBAC [ACCESS MANAGEMENT](https://clickhouse.tech/docs/en/sql-reference/statements/grant/#grant-access-management) privileges. [#17804](https://github.com/ClickHouse/ClickHouse/pull/17804) ([MyroTk](https://github.com/MyroTk)).
* Update `anchore/scan-action@main` workflow action (was moved from `master` to `main`). [#18192](https://github.com/ClickHouse/ClickHouse/pull/18192) ([Stig Bakken](https://github.com/stigsb)).
* Now `clickhouse-test` does DROP/CREATE databases with a timeout. [#18098](https://github.com/ClickHouse/ClickHouse/pull/18098) ([alesapin](https://github.com/alesapin)).
* Enable experimental support for Pytest framework for stateless tests. [#17902](https://github.com/ClickHouse/ClickHouse/pull/17902) ([Ivan](https://github.com/abyss7)).
* Now we use the fresh docker daemon version in integration tests. [#17671](https://github.com/ClickHouse/ClickHouse/pull/17671) ([alesapin](https://github.com/alesapin)).
* - RBAC testflows tests for SHOW, TRUNCATE, KILL, and OPTIMIZE. - Updates to old tests. - Resolved comments from #https://github.com/ClickHouse/ClickHouse/pull/16977. [#17657](https://github.com/ClickHouse/ClickHouse/pull/17657) ([MyroTk](https://github.com/MyroTk)).
* Add an integration test: ClickHouse killed while insert for MaterializeMySQL ENGINE. [#17622](https://github.com/ClickHouse/ClickHouse/pull/17622) ([TCeason](https://github.com/TCeason)).
* Add an integration test: MySQL server killed while insert for MaterializeMySQL Engine. [#17614](https://github.com/ClickHouse/ClickHouse/pull/17614) ([TCeason](https://github.com/TCeason)).
* Send info about official build, memory, cpu and free disk space to Sentry if it is enabled. Sentry is opt-in feature to help ClickHouse developers. This closes [#17279](https://github.com/ClickHouse/ClickHouse/issues/17279). [#17543](https://github.com/ClickHouse/ClickHouse/pull/17543) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* There was an uninitialized variable in the code of Copier. [#17363](https://github.com/ClickHouse/ClickHouse/pull/17363) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* `PODArray` does not initialize "new" elements when resizing, unlike `std::vector`. This probably fixes [this failure](https://clickhouse-test-reports.s3.yandex.net/17309/065cd002578f2e8228f12a2744bd40c970065e0c/stress_test_(memory)/stderr.log) from [#17309](https://github.com/ClickHouse/ClickHouse/issues/17309). [#17344](https://github.com/ClickHouse/ClickHouse/pull/17344) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* * Added RBAC tests for `ATTACH`, `CREATE`, `DROP`, and `DETACH`. [#16977](https://github.com/ClickHouse/ClickHouse/pull/16977) ([MyroTk](https://github.com/MyroTk)).
* Now ClickHouse can pretend to be a fake ZooKeeper. Currently, storage implementation is just stored in-memory hash-table, and server partially support ZooKeeper protocol. [#16877](https://github.com/ClickHouse/ClickHouse/pull/16877) ([alesapin](https://github.com/alesapin)).
* Add some test for MaterializeMySQL. e.g. network partition, MySQL kill sync thread... [#16806](https://github.com/ClickHouse/ClickHouse/pull/16806) ([TCeason](https://github.com/TCeason)).
* ... Detailed description / Documentation draft: ClickHouse-Extras repo contains fix for the issue with ipv6 in Arrow Flight library. See https://github.com/ClickHouse/ClickHouse/pull/16243#issuecomment-720830294 for details. [#16664](https://github.com/ClickHouse/ClickHouse/pull/16664) ([Zhanna](https://github.com/FawnD2)).
* There was an uninitialized variable in the code of clickhouse-copier. [#17363](https://github.com/ClickHouse/ClickHouse/pull/17363) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Fix [one MSan report](https://clickhouse-test-reports.s3.yandex.net/17309/065cd002578f2e8228f12a2744bd40c970065e0c/stress_test_(memory)/stderr.log) from [#17309](https://github.com/ClickHouse/ClickHouse/issues/17309). [#17344](https://github.com/ClickHouse/ClickHouse/pull/17344) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* Fix for the issue with IPv6 in Arrow Flight library. See [the comments](https://github.com/ClickHouse/ClickHouse/pull/16243#issuecomment-720830294) for details. [#16664](https://github.com/ClickHouse/ClickHouse/pull/16664) ([Zhanna](https://github.com/FawnD2)).
* Add a library that replaces some `libc` functions to traps that will terminate the process. [#16366](https://github.com/ClickHouse/ClickHouse/pull/16366) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Provide diagnostics in server logs in case of stack overflow, send error message to clickhouse-client. This closes [#14840](https://github.com/ClickHouse/ClickHouse/issues/14840). [#16346](https://github.com/ClickHouse/ClickHouse/pull/16346) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Now we can run almost all stateless functional tests in parallel. [#15236](https://github.com/ClickHouse/ClickHouse/pull/15236) ([alesapin](https://github.com/alesapin)).
* Fix corruption in `librdkafka` snappy decompression (was a problem only for gcc10 builds, but official builds uses clang already, so at least recent official releases are not affected). [#18053](https://github.com/ClickHouse/ClickHouse/pull/18053) ([Azat Khuzhin](https://github.com/azat)).
* If server was terminated by OOM killer, print message in log. [#13516](https://github.com/ClickHouse/ClickHouse/pull/13516) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* PODArray: Avoid call to memcpy with (nullptr, 0) arguments (Fix UBSan report). This fixes [#18525](https://github.com/ClickHouse/ClickHouse/issues/18525). [#18526](https://github.com/ClickHouse/ClickHouse/pull/18526) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* Minor improvement for path concatenation of zookeeper paths inside DDLWorker. [#17767](https://github.com/ClickHouse/ClickHouse/pull/17767) ([Bharat Nallan](https://github.com/bharatnc)).
* Allow to reload symbols from debug file. This PR also fixes a build-id issue. [#17637](https://github.com/ClickHouse/ClickHouse/pull/17637) ([Amos Bird](https://github.com/amosbird)).
* TestFlows: fixes to LDAP tests that fail due to slow test execution. [#18790](https://github.com/ClickHouse/ClickHouse/pull/18790) ([vzakaznikov](https://github.com/vzakaznikov)).
* TestFlows: Merging requirements for AES encryption functions. Updating aes_encryption tests to use new requirements. Updating TestFlows version to 1.6.72. [#18221](https://github.com/ClickHouse/ClickHouse/pull/18221) ([vzakaznikov](https://github.com/vzakaznikov)).
* TestFlows: Updating TestFlows version to the latest 1.6.72. Re-generating requirements.py. [#18208](https://github.com/ClickHouse/ClickHouse/pull/18208) ([vzakaznikov](https://github.com/vzakaznikov)).
* TestFlows: Updating TestFlows README.md to include "How To Debug Why Test Failed" section. [#17808](https://github.com/ClickHouse/ClickHouse/pull/17808) ([vzakaznikov](https://github.com/vzakaznikov)).
* TestFlows: tests for RBAC [ACCESS MANAGEMENT](https://clickhouse.tech/docs/en/sql-reference/statements/grant/#grant-access-management) privileges. [#17804](https://github.com/ClickHouse/ClickHouse/pull/17804) ([MyroTk](https://github.com/MyroTk)).
* TestFlows: RBAC tests for SHOW, TRUNCATE, KILL, and OPTIMIZE. - Updates to old tests. - Resolved comments from #https://github.com/ClickHouse/ClickHouse/pull/16977. [#17657](https://github.com/ClickHouse/ClickHouse/pull/17657) ([MyroTk](https://github.com/MyroTk)).
* TestFlows: Added RBAC tests for `ATTACH`, `CREATE`, `DROP`, and `DETACH`. [#16977](https://github.com/ClickHouse/ClickHouse/pull/16977) ([MyroTk](https://github.com/MyroTk)).
#### NO CL ENTRY
* NO CL ENTRY: 'Revert "Add metrics for part number in MergeTree in ClickHouse"'. [#18834](https://github.com/ClickHouse/ClickHouse/pull/18834) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* NO CL ENTRY: 'Fix typo in array functions' documentation'. [#18792](https://github.com/ClickHouse/ClickHouse/pull/18792) ([Bertrand Junqua](https://github.com/Bertrand31)).
* NO CL ENTRY: 'Revert "Add some extra tests to copier"'. [#18636](https://github.com/ClickHouse/ClickHouse/pull/18636) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
* NO CL ENTRY: 'Revert "Fix access rights required for the merge() table function."'. [#18103](https://github.com/ClickHouse/ClickHouse/pull/18103) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* NO CL ENTRY: 'Исправил опечатку в названии ОС RedHad->RedHat'. [#18028](https://github.com/ClickHouse/ClickHouse/pull/18028) ([Erixonich](https://github.com/Erixonich)).
* NO CL ENTRY: 'Revert "Date vs DateTime64 comparison"'. [#17985](https://github.com/ClickHouse/ClickHouse/pull/17985) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* NO CL ENTRY: 'Revert "Fix index granularity calculation on block borders"'. [#17918](https://github.com/ClickHouse/ClickHouse/pull/17918) ([alesapin](https://github.com/alesapin)).
* NO CL ENTRY: 'Update README.md'. [#17596](https://github.com/ClickHouse/ClickHouse/pull/17596) ([Robert Hodges](https://github.com/hodgesrm)).
* NO CL ENTRY: 'Revert "Bump mkdocs-macros-plugin from 0.4.20 to 0.5.0 in /docs/tools"'. [#17405](https://github.com/ClickHouse/ClickHouse/pull/17405) ([alexey-milovidov](https://github.com/alexey-milovidov)).
* NO CL ENTRY: 'Revert "Attempt to fix Stress test (MSan)"'. [#17372](https://github.com/ClickHouse/ClickHouse/pull/17372) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
## [Changelog for 2020](https://github.com/ClickHouse/ClickHouse/blob/master/docs/en/whats-new/changelog/2020.md)

2
utils/simple-backport/format-changelog.py
View File

@ -78,7 +78,7 @@ def parse_one_pull_request(item):
# This array gives the preferred category order, and is also used to
# normalize category names.
categories_preferred_order = ['Backward Incompatible Change',
'New Feature', 'Bug Fix', 'Improvement', 'Performance Improvement',
'New Feature', 'Performance Improvement', 'Improvement', 'Bug Fix',
'Build/Testing/Packaging Improvement', 'Other']
category_to_pr = collections.defaultdict(lambda: [])