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When executing terms aggregations we set the shard_size, meaning the number of buckets to collect on each shard, to a value that's higher than the number of requested buckets, to guarantee some basic level of precision. We have an optimization in place so that we leave shard_size set to size whenever we are searching against a single shard, in which case maximum precision is guaranteed by definition. Such optimization requires us access to the total number of shards that the search is executing against. In the context of cross-cluster search, once we will introduce multiple reduction steps (one per cluster) each cluster will only know the number of local shards, which is problematic as we should only optimize if we are searching against a single shard in a single cluster. It could be that we are searching against one shard per cluster in which case the current code would optimize number of terms causing a loss of precision. While discussing how to address the CCS scenario, we decided that we do not want to introduce further complexity caused by this single shard optimization, as it benefits only a minority of cases, especially when the benefits are not so great. This commit removes the single shard optimization, meaning that we will always have heuristic enabled on how many number of buckets to collect on the shards, even when searching against a single shard. This will cause more buckets to be collected when searching against a single shard compared to before. If that becomes a problem for some users, they can work around that by setting the shard_size equal to the size. Relates to #32125
The Elasticsearch docs are in AsciiDoc format and can be built using the Elasticsearch documentation build process. See: https://github.com/elastic/docs Snippets marked with `// CONSOLE` are automatically annotated with "VIEW IN CONSOLE" and "COPY AS CURL" in the documentation and are automatically tested by the command `gradle :docs:check`. To test just the docs from a single page, use e.g. `gradle :docs:check -Dtests.method="\*rollover*"`. NOTE: If you have an elasticsearch-extra folder alongside your elasticsearch folder, you must temporarily rename it when you are testing 6.3 or later branches. By default each `// CONSOLE` snippet runs as its own isolated test. You can manipulate the test execution in the following ways: * `// TEST`: Explicitly marks a snippet as a test. Snippets marked this way are tests even if they don't have `// CONSOLE` but usually `// TEST` is used for its modifiers: * `// TEST[s/foo/bar/]`: Replace `foo` with `bar` in the generated test. This should be used sparingly because it makes the snippet "lie". Sometimes, though, you can use it to make the snippet more clear. Keep in mind that if there are multiple substitutions then they are applied in the order that they are defined. * `// TEST[catch:foo]`: Used to expect errors in the requests. Replace `foo` with `request` to expect a 400 error, for example. If the snippet contains multiple requests then only the last request will expect the error. * `// TEST[continued]`: Continue the test started in the last snippet. Between tests the nodes are cleaned: indexes are removed, etc. This prevents that from happening between snippets because the two snippets are a single test. This is most useful when you have text and snippets that work together to tell the story of some use case because it merges the snippets (and thus the use case) into one big test. * `// TEST[skip:reason]`: Skip this test. Replace `reason` with the actual reason to skip the test. Snippets without `// TEST` or `// CONSOLE` aren't considered tests anyway but this is useful for explicitly documenting the reason why the test shouldn't be run. * `// TEST[setup:name]`: Run some setup code before running the snippet. This is useful for creating and populating indexes used in the snippet. The setup code is defined in `docs/build.gradle`. See `// TESTSETUP` below for a similar feature. * `// TEST[warning:some warning]`: Expect the response to include a `Warning` header. If the response doesn't include a `Warning` header with the exact text then the test fails. If the response includes `Warning` headers that aren't expected then the test fails. * `// TESTRESPONSE`: Matches this snippet against the body of the response of the last test. If the response is JSON then order is ignored. If you add `// TEST[continued]` to the snippet after `// TESTRESPONSE` it will continue in the same test, allowing you to interleave requests with responses to check. * `// TESTRESPONSE[s/foo/bar/]`: Substitutions. See `// TEST[s/foo/bar]` for how it works. These are much more common than `// TEST[s/foo/bar]` because they are useful for eliding portions of the response that are not pertinent to the documentation. * One interesting difference here is that you often want to match against the response from Elasticsearch. To do that you can reference the "body" of the response like this: `// TESTRESPONSE[s/"took": 25/"took": $body.took/]`. Note the `$body` string. This says "I don't expect that 25 number in the response, just match against what is in the response." Instead of writing the path into the response after `$body` you can write `$_path` which "figures out" the path. This is especially useful for making sweeping assertions like "I made up all the numbers in this example, don't compare them" which looks like `// TESTRESPONSE[s/\d+/$body.$_path/]`. * `// TESTRESPONSE[_cat]`: Add substitutions for testing `_cat` responses. Use this after all other substitutions so it doesn't make other substitutions difficult. * `// TESTRESPONSE[skip:reason]`: Skip the assertions specified by this response. * `// TESTSETUP`: Marks this snippet as the "setup" for all other snippets in this file. This is a somewhat natural way of structuring documentation. You say "this is the data we use to explain this feature" then you add the snippet that you mark `// TESTSETUP` and then every snippet will turn into a test that runs the setup snippet first. See the "painless" docs for a file that puts this to good use. This is fairly similar to `// TEST[setup:name]` but rather than the setup defined in `docs/build.gradle` the setup is defined right in the documentation file. In general, we should prefer `// TESTSETUP` over `// TEST[setup:name]` because it makes it more clear what steps have to be taken before the examples will work. * `// NOTCONSOLE`: Marks this snippet as neither `// CONSOLE` nor `// TESTRESPONSE`, excluding it from the list of unconverted snippets. We should only use this for snippets that *are* JSON but are *not* responses or requests. In addition to the standard CONSOLE syntax these snippets can contain blocks of yaml surrounded by markers like this: ``` startyaml - compare_analyzers: {index: thai_example, first: thai, second: rebuilt_thai} endyaml ``` This allows slightly more expressive testing of the snippets. Since that syntax is not supported by CONSOLE the usual way to incorporate it is with a `// TEST[s//]` marker like this: ``` // TEST[s/\n$/\nstartyaml\n - compare_analyzers: {index: thai_example, first: thai, second: rebuilt_thai}\nendyaml\n/] ``` Any place you can use json you can use elements like `$body.path.to.thing` which is replaced on the fly with the contents of the thing at `path.to.thing` in the last response.