Docs: More search speed advices. (#24802)
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@ -310,3 +310,19 @@ setting.
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WARNING: Loading data into the filesystem cache eagerly on too many indices or
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too many files will make search _slower_ if the filesystem cache is not large
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enough to hold all the data. Use with caution.
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[float]
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=== Map identifiers as `keyword`
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When you have numeric identifiers in your documents, it is tempting to map them
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as numbers, which is consistent with their json type. However, the way that
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Elasticsearch indexes numbers optimizes for `range` queries while `keyword`
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fields are better at `term` queries. Since identifiers are never used in `range`
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queries, they should be mapped as a `keyword`.
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[float]
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=== Use index sorting to speed up conjunctions
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<<index-modules-index-sorting,Index sorting>> can be useful in order to make
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conjunctions faster at the cost of slightly slower indexing. Read more about it
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in the <<index-modules-index-sorting-conjunctions,index sorting documentation>>.
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@ -105,3 +105,27 @@ Index sorting supports the following settings:
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[WARNING]
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Index sorting can be defined only once at index creation. It is not allowed to add or update
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a sort on an existing index.
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// TODO: Also document how index sorting can be used to early-terminate
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// sorted search requests when the total number of matches is not needed
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[[index-modules-index-sorting-conjunctions]]
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=== Use index sorting to speed up conjunctions
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Index sorting can be useful in order to organize Lucene doc ids (not to be
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conflated with `_id`) in a way that makes conjunctions (a AND b AND ...) more
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efficient. In order to be efficient, conjunctions rely on the fact that if any
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clause does not match, then the entire conjunction does not match. By using
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index sorting, we can put documents that do not match together, which will
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help skip efficiently over large ranges of doc IDs that do not match the
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conjunction.
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This trick only works with low-cardinality fields. A rule of thumb is that
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you should sort first on fields that both have a low cardinality and are
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frequently used for filtering. The sort order (`asc` or `desc`) does not
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matter as we only care about putting values that would match the same clauses
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close to each other.
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For instance if you were indexing cars for sale, it might be interesting to
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sort by fuel type, body type, make, year of registration and finally mileage.
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