OpenSearch/docs/reference/query-dsl/terms-set-query.asciidoc

230 lines
5.8 KiB
Plaintext
Raw Normal View History

[[query-dsl-terms-set-query]]
=== Terms set query
++++
<titleabbrev>Terms set</titleabbrev>
++++
Returns documents that contain a minimum number of *exact* terms in a provided
field.
The `terms_set` query is the same as the <<query-dsl-terms-query, `terms`
query>>, except you can define the number of matching terms required to
return a document. For example:
* A field, `programming_languages`, contains a list of known programming
languages, such as `c++`, `java`, or `php` for job candidates. You can use the
`terms_set` query to return documents that match at least two of these
languages.
* A field, `permissions`, contains a list of possible user permissions for an
application. You can use the `terms_set` query to return documents that
match a subset of these permissions.
[[terms-set-query-ex-request]]
==== Example request
[[terms-set-query-ex-request-index-setup]]
===== Index setup
In most cases, you'll need to include a <<number, numeric>> field mapping in
your index to use the `terms_set` query. This numeric field contains the
number of matching terms required to return a document.
To see how you can set up an index for the `terms_set` query, try the
following example.
. Create an index, `job-candidates`, with the following field mappings:
+
--
* `name`, a <<keyword, `keyword`>> field. This field contains the name of the
job candidate.
* `programming_languages`, a <<keyword, `keyword`>> field. This field contains
programming languages known by the job candidate.
* `required_matches`, a <<number, numeric>> `long` field. This field contains
the number of matching terms required to return a document.
[source,console]
----
PUT /job-candidates
{
"mappings": {
"properties": {
"name": {
"type": "keyword"
},
"programming_languages": {
"type": "keyword"
},
"required_matches": {
"type": "long"
}
}
}
}
----
// TESTSETUP
--
. Index a document with an ID of `1` and the following values:
+
--
* `Jane Smith` in the `name` field.
* `["c++", "java"]` in the `programming_languages` field.
* `2` in the `required_matches` field.
Include the `?refresh` parameter so the document is immediately available for
search.
[source,console]
----
PUT /job-candidates/_doc/1?refresh
{
"name": "Jane Smith",
"programming_languages": ["c++", "java"],
"required_matches": 2
}
----
--
. Index another document with an ID of `2` and the following values:
+
--
* `Jason Response` in the `name` field.
* `["java", "php"]` in the `programming_languages` field.
* `2` in the `required_matches` field.
[source,console]
----
PUT /job-candidates/_doc/2?refresh
{
"name": "Jason Response",
"programming_languages": ["java", "php"],
"required_matches": 2
}
----
--
You can now use the `required_matches` field value as the number of
matching terms required to return a document in the `terms_set` query.
[[terms-set-query-ex-request-query]]
===== Example query
The following search returns documents where the `programming_languages` field
contains at least two of the following terms:
* `c++`
* `java`
* `php`
The `minimum_should_match_field` is `required_matches`. This means the
number of matching terms required is `2`, the value of the `required_matches`
field.
[source,console]
----
GET /job-candidates/_search
{
"query": {
"terms_set": {
"programming_languages": {
"terms": ["c++", "java", "php"],
"minimum_should_match_field": "required_matches"
}
}
}
}
----
[[terms-set-top-level-params]]
==== Top-level parameters for `terms_set`
`<field>`::
(Required, object) Field you wish to search.
[[terms-set-field-params]]
==== Parameters for `<field>`
`terms`::
+
--
(Required, array of strings) Array of terms you wish to find in the provided
`<field>`. To return a document, a required number of terms must exactly match
the field values, including whitespace and capitalization.
The required number of matching terms is defined in the
`minimum_should_match_field` or `minimum_should_match_script` parameter.
--
`minimum_should_match_field`::
(Optional, string) <<number, Numeric>> field containing the number of matching
terms required to return a document.
`minimum_should_match_script`::
+
--
(Optional, string) Custom script containing the number of matching terms
required to return a document.
For parameters and valid values, see <<modules-scripting, Scripting>>.
For an example query using the `minimum_should_match_script` parameter, see
<<terms-set-query-script, How to use the `minimum_should_match_script`
parameter>>.
--
[[terms-set-query-notes]]
==== Notes
[[terms-set-query-script]]
===== How to use the `minimum_should_match_script` parameter
You can use `minimum_should_match_script` to define the required number of
matching terms using a script. This is useful if you need to set the number of
required terms dynamically.
[[terms-set-query-script-ex]]
====== Example query using `minimum_should_match_script`
The following search returns documents where the `programming_languages` field
contains at least two of the following terms:
* `c++`
* `java`
* `php`
The `source` parameter of this query indicates:
* The required number of terms to match cannot exceed `params.num_terms`, the
number of terms provided in the `terms` field.
* The required number of terms to match is `2`, the value of the
`required_matches` field.
[source,console]
----
GET /job-candidates/_search
{
"query": {
"terms_set": {
"programming_languages": {
"terms": ["c++", "java", "php"],
"minimum_should_match_script": {
"source": "Math.min(params.num_terms, doc['required_matches'].value)"
},
"boost": 1.0
}
}
}
}
----