use claude to fix heading violations in docs/cloud

Author: Blargian

docs/cloud/bestpractices/multitenancy.md

@@ -305,7 +305,7 @@ User management is similar to the approaches described previously, since all ser
 
 Note the number of child services in a warehouse is limited to a small number. See [Warehouse limitations](/cloud/reference/warehouses#limitations).
 
-## Separate Cloud service {#separate-service}
+## Separate cloud service {#separate-service}
 
 The most radical approach is to use a different ClickHouse service per tenant. 
 

docs/cloud/changelogs/changelog-24-10.md

@@ -8,7 +8,7 @@ sidebar_label: 'v24.10'
 
 Relevant changes for ClickHouse Cloud services based on the v24.10 release.
 
-## Backward Incompatible Change {#backward-incompatible-change}
+## Backward incompatible change {#backward-incompatible-change}
 - Allow to write `SETTINGS` before `FORMAT` in a chain of queries with `UNION` when subqueries are inside parentheses. This closes [#39712](https://github.com/ClickHouse/ClickHouse/issues/39712). Change the behavior when a query has the SETTINGS clause specified twice in a sequence. The closest SETTINGS clause will have a preference for the corresponding subquery. In the previous versions, the outermost SETTINGS clause could take a preference over the inner one. [#60197](https://github.com/ClickHouse/ClickHouse/pull/60197)[#68614](https://github.com/ClickHouse/ClickHouse/pull/68614) ([Alexey Milovidov](https://github.com/alexey-milovidov)).
 - Reimplement Dynamic type. Now when the limit of dynamic data types is reached new types are not cast to String but stored in a special data structure in binary format with binary encoded data type. Now any type ever inserted into Dynamic column can be read from it as subcolumn. [#68132](https://github.com/ClickHouse/ClickHouse/pull/68132) ([Pavel Kruglov](https://github.com/Avogar)).
 - Expressions like `a[b].c` are supported for named tuples, as well as named subscripts from arbitrary expressions, e.g., `expr().name`. This is useful for processing JSON. This closes [#54965](https://github.com/ClickHouse/ClickHouse/issues/54965). In previous versions, an expression of form `expr().name` was parsed as `tupleElement(expr(), name)`, and the query analyzer was searching for a column `name` rather than for the corresponding tuple element; while in the new version, it is changed to `tupleElement(expr(), 'name')`. In most cases, the previous version was not working, but it is possible to imagine a very unusual scenario when this change could lead to incompatibility: if you stored names of tuple elements in a column or an alias, that was named differently than the tuple element's name: `SELECT 'b' AS a, CAST([tuple(123)] AS 'Array(Tuple(b UInt8))') AS t, t[1].a`. It is very unlikely that you used such queries, but we still have to mark this change as potentially backward incompatible. [#68435](https://github.com/ClickHouse/ClickHouse/pull/68435) ([Alexey Milovidov](https://github.com/alexey-milovidov)).
@@ -17,7 +17,7 @@ Relevant changes for ClickHouse Cloud services based on the v24.10 release.
 - Fix `optimize_functions_to_subcolumns` optimization (previously could lead to `Invalid column type for ColumnUnique::insertRangeFrom. Expected String, got LowCardinality(String)` error), by preserving `LowCardinality` type in `mapKeys`/`mapValues`. [#70716](https://github.com/ClickHouse/ClickHouse/pull/70716) ([Azat Khuzhin](https://github.com/azat)).
 
 
-## New Feature {#new-feature}
+## New feature {#new-feature}
 - Refreshable materialized views are production ready. [#70550](https://github.com/ClickHouse/ClickHouse/pull/70550) ([Michael Kolupaev](https://github.com/al13n321)). Refreshable materialized views are now supported in Replicated databases. [#60669](https://github.com/ClickHouse/ClickHouse/pull/60669) ([Michael Kolupaev](https://github.com/al13n321)).
 - Function `toStartOfInterval()` now has a new overload which emulates TimescaleDB's `time_bucket()` function, respectively PostgreSQL's `date_bin()` function. ([#55619](https://github.com/ClickHouse/ClickHouse/issues/55619)). It allows to align date or timestamp values to multiples of a given interval from an *arbitrary* origin (instead of 0000-01-01 00:00:00.000 as *fixed* origin). For example, `SELECT toStartOfInterval(toDateTime('2023-01-01 14:45:00'), INTERVAL 1 MINUTE, toDateTime('2023-01-01 14:35:30'));` returns `2023-01-01 14:44:30` which is a multiple of 1 minute intervals, starting from origin `2023-01-01 14:35:30`. [#56738](https://github.com/ClickHouse/ClickHouse/pull/56738) ([Yarik Briukhovetskyi](https://github.com/yariks5s)).
 - MongoDB integration refactored: migration to new driver mongocxx from deprecated Poco::MongoDB, remove support for deprecated old protocol, support for connection by URI, support for all MongoDB types, support for WHERE and ORDER BY statements on MongoDB side, restriction for expression unsupported by MongoDB. [#63279](https://github.com/ClickHouse/ClickHouse/pull/63279) ([Kirill Nikiforov](https://github.com/allmazz)).

docs/cloud/changelogs/changelog-24-12.md

@@ -8,7 +8,7 @@ sidebar_label: 'v24.12'
 
 Relevant changes for ClickHouse Cloud services based on the v24.12 release.
 
-## Backward Incompatible Changes {#backward-incompatible-changes}
+## Backward incompatible changes {#backward-incompatible-changes}
 
 - Functions `greatest` and `least` now ignore NULL input values, whereas they previously returned NULL if one of the arguments was NULL. For example, `SELECT greatest(1, 2, NULL)` now returns 2. This makes the behavior compatible with PostgreSQL. [#65519](https://github.com/ClickHouse/ClickHouse/pull/65519) ([kevinyhzou](https://github.com/KevinyhZou)).
 - Don't allow Variant/Dynamic types in ORDER BY/GROUP BY/PARTITION BY/PRIMARY KEY by default because it may lead to unexpected results. [#69731](https://github.com/ClickHouse/ClickHouse/pull/69731) ([Pavel Kruglov](https://github.com/Avogar)).
@@ -23,7 +23,7 @@ Relevant changes for ClickHouse Cloud services based on the v24.12 release.
 - Remove support for `Enum` as well as `UInt128` and `UInt256` arguments in `deltaSumTimestamp`. Remove support for `Int8`, `UInt8`, `Int16`, and `UInt16` of the second ("timestamp") argument of `deltaSumTimestamp`. [#71790](https://github.com/ClickHouse/ClickHouse/pull/71790) ([Alexey Milovidov](https://github.com/alexey-milovidov)).
 - Added source query validation when ClickHouse is used as a source for a dictionary. [#72548](https://github.com/ClickHouse/ClickHouse/pull/72548) ([Alexey Katsman](https://github.com/alexkats)).
 
-## New Features {#new-features}
+## New features {#new-features}
 
 - Implement SYSTEM LOAD PRIMARY KEY command to load primary indexes for all parts of a specified table or for all tables if no table is specified. This will be useful for benchmarks and to prevent extra latency during query execution. [#66252](https://github.com/ClickHouse/ClickHouse/pull/66252) ([ZAWA_ll](https://github.com/Zawa-ll)).
 - Added statement `SYSTEM LOAD PRIMARY KEY` for loading the primary indexes of all parts in a specified table or for all tables if no table is specified. This can be useful for benchmarking and to prevent extra latency during query execution. [#67733](https://github.com/ClickHouse/ClickHouse/pull/67733) ([ZAWA_ll](https://github.com/Zawa-ll)).

docs/cloud/changelogs/changelog-24-5.md

@@ -6,11 +6,11 @@ keywords: ['changelog', 'cloud']
 sidebar_label: 'v24.5'
 ---
 
-# v24.5 Changelog for Cloud
+# V24.5 changelog for Cloud
 
 Relevant changes for ClickHouse Cloud services based on the v24.5 release.
 
-## Breaking Changes {#breaking-changes}
+## Breaking changes {#breaking-changes}
 
 * Change the column name from duration_ms to duration_microseconds in the system.zookeeper table to reflect the reality that the duration is in the microsecond resolution. [#60774](https://github.com/ClickHouse/ClickHouse/pull/60774) (Duc Canh Le).
 
@@ -21,15 +21,15 @@ Relevant changes for ClickHouse Cloud services based on the v24.5 release.
 * Usage of functions neighbor, runningAccumulate, runningDifferenceStartingWithFirstValue, runningDifference deprecated (because it is error-prone). Proper window functions should be used instead. To enable them back, set allow_deprecated_error_prone_window_functions=1. [#63132](https://github.com/ClickHouse/ClickHouse/pull/63132) (Nikita Taranov).
 
 
-## Backward Incompatible Changes {#backward-incompatible-changes}
+## Backward incompatible changes {#backward-incompatible-changes}
 
 * In the new ClickHouse version, the functions geoDistance, greatCircleDistance, and greatCircleAngle will use 64-bit double precision floating point data type for internal calculations and return type if all the arguments are Float64. This closes #58476. In previous versions, the function always used Float32. You can switch to the old behavior by setting geo_distance_returns_float64_on_float64_arguments to false or setting compatibility to 24.2 or earlier. [#61848](https://github.com/ClickHouse/ClickHouse/pull/61848) (Alexey Milovidov).
 
 * Queries from system.columns will work faster if there is a large number of columns, but many databases or tables are not granted for SHOW TABLES. Note that in previous versions, if you grant SHOW COLUMNS to individual columns without granting SHOW TABLES to the corresponding tables, the system.columns table will show these columns, but in a new version, it will skip the table entirely. Remove trace log messages "Access granted" and "Access denied" that slowed down queries. [#63439](https://github.com/ClickHouse/ClickHouse/pull/63439) (Alexey Milovidov).
 
 * Fix crash in largestTriangleThreeBuckets. This changes the behaviour of this function and makes it to ignore NaNs in the series provided. Thus the resultset might differ from previous versions. [#62646](https://github.com/ClickHouse/ClickHouse/pull/62646) (Raúl Marín).
 
-## New Features {#new-features}
+## New features {#new-features}
 
 * The new analyzer is enabled by default on new services. 
 

docs/cloud/changelogs/changelog-24-6.md

@@ -6,15 +6,15 @@ keywords: ['changelog', 'cloud']
 sidebar_label: 'v24.6'
 ---
 
-# v24.6 Changelog for Cloud
+# V24.6 changelog for Cloud
 
 Relevant changes for ClickHouse Cloud services based on the v24.6 release.
 
-## Backward Incompatible Change {#backward-incompatible-change}
+## Backward incompatible change {#backward-incompatible-change}
 * Rework parallel processing in `Ordered` mode of storage `S3Queue`. This PR is backward incompatible for Ordered mode if you used settings `s3queue_processing_threads_num` or `s3queue_total_shards_num`. Setting `s3queue_total_shards_num` is deleted, previously it was allowed to use only under `s3queue_allow_experimental_sharded_mode`, which is now deprecated. A new setting is added - `s3queue_buckets`. [#64349](https://github.com/ClickHouse/ClickHouse/pull/64349) ([Kseniia Sumarokova](https://github.com/kssenii)).
 * New functions `snowflakeIDToDateTime`, `snowflakeIDToDateTime64`, `dateTimeToSnowflakeID`, and `dateTime64ToSnowflakeID` were added. Unlike the existing functions `snowflakeToDateTime`, `snowflakeToDateTime64`, `dateTimeToSnowflake`, and `dateTime64ToSnowflake`, the new functions are compatible with function `generateSnowflakeID`, i.e. they accept the snowflake IDs generated by `generateSnowflakeID` and produce snowflake IDs of the same type as `generateSnowflakeID` (i.e. `UInt64`). Furthermore, the new functions default to the UNIX epoch (aka. 1970-01-01), just like `generateSnowflakeID`. If necessary, a different epoch, e.g. Twitter's/X's epoch 2010-11-04 aka. 1288834974657 msec since UNIX epoch, can be passed. The old conversion functions are deprecated and will be removed after a transition period: to use them regardless, enable setting `allow_deprecated_snowflake_conversion_functions`. [#64948](https://github.com/ClickHouse/ClickHouse/pull/64948) ([Robert Schulze](https://github.com/rschu1ze)).
 
-## New Feature {#new-feature}
+## New feature {#new-feature}
 
 * Support empty tuples. [#55061](https://github.com/ClickHouse/ClickHouse/pull/55061) ([Amos Bird](https://github.com/amosbird)).
 * Add Hilbert Curve encode and decode functions. [#60156](https://github.com/ClickHouse/ClickHouse/pull/60156) ([Artem Mustafin](https://github.com/Artemmm91)).

docs/cloud/changelogs/changelog-24-8.md

@@ -8,7 +8,7 @@ sidebar_label: 'v24.8'
 
 Relevant changes for ClickHouse Cloud services based on the v24.8 release.
 
-## Backward Incompatible Change {#backward-incompatible-change}
+## Backward incompatible change {#backward-incompatible-change}
 
 - Change binary serialization of Variant data type: add compact mode to avoid writing the same discriminator multiple times for granules with single variant or with only NULL values. Add MergeTree setting use_compact_variant_discriminators_serialization that is enabled by default. Note that Variant type is still experimental and backward-incompatible change in serialization should not impact you unless you have been working with support to get this feature enabled earlier. [#62774](https://github.com/ClickHouse/ClickHouse/pull/62774) (Kruglov Pavel).
 
@@ -29,7 +29,7 @@ Relevant changes for ClickHouse Cloud services based on the v24.8 release.
 - Fix REPLACE modifier formatting (forbid omitting brackets). [#67774](https://github.com/ClickHouse/ClickHouse/pull/67774) (Azat Khuzhin).
 
 
-## New Feature {#new-feature}
+## New feature {#new-feature}
 
 - Extend function tuple to construct named tuples in query. Introduce function tupleNames to extract names from tuples. [#54881](https://github.com/ClickHouse/ClickHouse/pull/54881) (Amos Bird).
 

docs/cloud/changelogs/changelog-25_1-25_4.md

@@ -6,7 +6,7 @@ keywords: ['changelog', 'cloud']
 sidebar_label: 'v25.4'
 ---
 
-## Backward Incompatible Changes {#backward-incompatible-changes}
+## Backward incompatible changes {#backward-incompatible-changes}
 
 * Parquet output format converts Date and DateTime columns to date/time types supported by Parquet, instead of writing them as raw numbers. DateTime becomes DateTime64(3) (was: UInt32); setting `output_format_parquet_datetime_as_uint32` brings back the old behavior. Date becomes Date32 (was: UInt16). [#70950](https://github.com/ClickHouse/ClickHouse/pull/70950) ([Michael Kolupaev](https://github.com/al13n321)).
 * Don't allow comparable types (like JSON/Object/AggregateFunction) in ORDER BY and comparison functions `less/greater/equal/etc` by default. [#73276](https://github.com/ClickHouse/ClickHouse/pull/73276) ([Pavel Kruglov](https://github.com/Avogar)).
@@ -25,7 +25,7 @@ sidebar_label: 'v25.4'
 * The legacy MongoDB integration has been removed. Server setting `use_legacy_mongodb_integration` became obsolete and now does nothing. [#77895](https://github.com/ClickHouse/ClickHouse/pull/77895) ([Robert Schulze](https://github.com/rschu1ze)).
 * Enhance SummingMergeTree validation to skip aggregation for columns used in partition or sort keys. [#78022](https://github.com/ClickHouse/ClickHouse/pull/78022) ([Pervakov Grigorii](https://github.com/GrigoryPervakov)).
 
-## New Features {#new-features}
+## New features {#new-features}
 
 * Added an in-memory cache for deserialized skipping index granules. This should make repeated queries that use skipping indexes faster. The size of the new cache is controlled by server settings `skipping_index_cache_size` and `skipping_index_cache_max_entries`. The original motivation for the cache were vector similarity indexes which became a lot faster now. [#70102](https://github.com/ClickHouse/ClickHouse/pull/70102) ([Robert Schulze](https://github.com/rschu1ze)).
 * A new implementation of the Userspace Page Cache, which allows caching data in the in-process memory instead of relying on the OS page cache. It is useful when the data is stored on a remote virtual filesystem without backing with the local filesystem cache. [#70509](https://github.com/ClickHouse/ClickHouse/pull/70509) ([Michael Kolupaev](https://github.com/al13n321)).
@@ -611,7 +611,7 @@ sidebar_label: 'v25.4'
 * Fix crash in REFRESHABLE MV in case of ALTER after incorrect shutdown. [#78858](https://github.com/ClickHouse/ClickHouse/pull/78858) ([Azat Khuzhin](https://github.com/azat)).
 * Fix parsing of bad DateTime values in CSV format. [#78919](https://github.com/ClickHouse/ClickHouse/pull/78919) ([Pavel Kruglov](https://github.com/Avogar)).
 
-## Build/Testing/Packaging Improvement {#build-testing-packaging-improvement}
+## Build/testing/packaging improvement {#build-testing-packaging-improvement}
 
 * The internal dependency LLVM is bumped from 16 to 18. [#66053](https://github.com/ClickHouse/ClickHouse/pull/66053) ([Nikita Mikhaylov](https://github.com/nikitamikhaylov)).
 * Restore deleted nats integration tests and fix errors. - fixed some race conditions in nats engine - fixed data loss when streaming data to nats in case of connection loss - fixed freeze of receiving the last chunk of data when streaming from nats ended - nats_max_reconnect is deprecated and has no effect, reconnect is performed permanently with nats_reconnect_wait timeout. [#69772](https://github.com/ClickHouse/ClickHouse/pull/69772) ([Dmitry Novikov](https://github.com/dmitry-sles-novikov)).