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@ -91,7 +91,7 @@ See <<named-queries>>.
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[role="exclude",id="search-request-post-filter"]
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=== Post filter parameter for request body search API
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See <<request-body-search-post-filter>>.
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See <<post-filter>>.
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[role="exclude",id="search-request-preference"]
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=== Preference parameter for request body search API
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@ -1022,6 +1022,16 @@ See <<search-api-min-score>>.
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See <<named-queries>.
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[role="exclude",id="request-body-search-post-filter"]
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=== Post filter
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See <<post-filter>>.
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[role="exclude",id="request-body-search-rescore"]
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=== Rescoring
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See <<rescore>>.
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[role="exclude",id="request-body-search-script-fields"]
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==== Script fields
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@ -0,0 +1,20 @@
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[[filter-search-results]]
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== Filter search results
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You can use two methods to filter search results:
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* Use a boolean query with a `filter` clause. Search requests apply
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<<query-dsl-bool-query,boolean filters>> to both search hits and
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<<search-aggregations,aggregations>>.
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* Use the search API's `post_filter` parameter. Search requests apply
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<<post-filter,post filters>> only to search hits, not aggregations. You can use
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a post filter to calculate aggregations based on a broader result set, and then
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further narrow the results.
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+
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You can also <<rescore,rescore>> hits after the post filter to
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improve relevance and reorder results.
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include::request/post-filter.asciidoc[]
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include::request/rescore.asciidoc[]
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@ -140,14 +140,20 @@ See <<search-api-min-score>>.
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See <<named-queries>>.
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include::request/post-filter.asciidoc[]
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[[request-body-search-post-filter]]
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==== Post filter
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See <<post-filter>>.
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include::request/preference.asciidoc[]
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include::request/rescore.asciidoc[]
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[[request-body-search-rescore]]
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==== Rescoring
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See <<rescore>>.
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[[request-body-search-script-fields]]
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==== Script Fields
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==== Script fields
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See <<script-fields>>.
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@ -1,11 +1,12 @@
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[[request-body-search-post-filter]]
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==== Post filter
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[discrete]
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[[post-filter]]
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=== Post filter
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The `post_filter` is applied to the search `hits` at the very end of a search
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request, after aggregations have already been calculated. Its purpose is
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best explained by example:
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When you use the `post_filter` parameter to filter search results, the search
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hits are filtered after the aggregations are calculated. A post filter has no
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impact on the aggregation results.
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Imagine that you are selling shirts that have the following properties:
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For example, you are selling shirts that have the following properties:
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[source,console]
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--------------------------------------------------
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@ -1,10 +1,11 @@
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[[request-body-search-rescore]]
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==== Rescoring
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[discrete]
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[[rescore]]
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=== Rescore filtered search results
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Rescoring can help to improve precision by reordering just the top (eg
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100 - 500) documents returned by the
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<<request-body-search-query,`query`>> and
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<<request-body-search-post-filter,`post_filter`>> phases, using a
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<<post-filter,`post_filter`>> phases, using a
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secondary (usually more costly) algorithm, instead of applying the
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costly algorithm to all documents in the index.
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@ -23,11 +24,13 @@ NOTE: when exposing pagination to your users, you should not change
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`from` values) since that can alter the top hits causing results to
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confusingly shift as the user steps through pages.
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===== Query rescorer
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[discrete]
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[[query-rescorer]]
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==== Query rescorer
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The query rescorer executes a second query only on the Top-K results
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returned by the <<request-body-search-query,`query`>> and
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<<request-body-search-post-filter,`post_filter`>> phases. The
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<<post-filter,`post_filter`>> phases. The
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number of docs which will be examined on each shard can be controlled by
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the `window_size` parameter, which defaults to 10.
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@ -82,7 +85,9 @@ for <<query-dsl-function-score-query,`function query`>> rescores.
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|`min` |Take the min of the original score and the rescore query score.
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|=======================================================================
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===== Multiple Rescores
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[discrete]
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[[multiple-rescores]]
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==== Multiple rescores
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It is also possible to execute multiple rescores in sequence:
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@ -229,6 +229,7 @@ GET /*/_search
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// TEST[setup:my_index]
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include::request/collapse.asciidoc[]
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include::filter-search-results.asciidoc[]
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include::request/highlighting.asciidoc[]
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include::{es-repo-dir}/async-search.asciidoc[]
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include::{es-repo-dir}/search/near-real-time.asciidoc[]
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