[[search-multi-search]] === Multi search API ++++ Multi search ++++ Executes several searches with a single API request. [source,console] -------------------------------------------------- GET twitter/_msearch { } {"query" : {"match" : { "message": "this is a test"}}} {"index": "twitter2"} {"query" : {"match_all" : {}}} -------------------------------------------------- // TEST[setup:twitter] [[search-multi-search-api-request]] ==== {api-request-title} `GET //_msearch` [[search-multi-search-api-desc]] ==== {api-description-title} The multi search API executes several searches from a single API request. The format of the request is similar to the bulk API format and makes use of the newline delimited JSON (NDJSON) format. The structure is as follows: [source,js] -------------------------------------------------- header\n body\n header\n body\n -------------------------------------------------- // NOTCONSOLE This structure is specifically optimized to reduce parsing if a specific search ends up redirected to another node. [IMPORTANT] ==== The final line of data must end with a newline character `\n`. Each newline character may be preceded by a carriage return `\r`. When sending requests to this endpoint the `Content-Type` header should be set to `application/x-ndjson`. ==== [[search-multi-search-api-path-params]] ==== {api-path-parms-title} ``:: (Optional, string) Comma-separated list of data streams, indices, and index aliases to search. + This list acts as a fallback if a search in the request body does not specify an `index` target. + Wildcard (`*`) expressions are supported. To search all data streams and indices in a cluster, omit this parameter or use `_all` or `*`. [[search-multi-search-api-query-params]] ==== {api-query-parms-title} include::{es-repo-dir}/rest-api/common-parms.asciidoc[tag=allow-no-indices] `ccs_minimize_roundtrips`:: (Optional, boolean) If `true`, network roundtrips between the coordinating node and remote clusters are minimized for {ccs} requests. Defaults to `true`. See <>. include::{es-repo-dir}/rest-api/common-parms.asciidoc[tag=expand-wildcards] + Defaults to `open`. `ignore_throttled`:: (Optional, boolean) If `true`, concrete, expanded or aliased indices are ignored when frozen. Defaults to `true`. include::{es-repo-dir}/rest-api/common-parms.asciidoc[tag=index-ignore-unavailable] `max_concurrent_searches`:: (Optional, integer) Maximum number of concurrent searches the multi search API can execute. Defaults to +max(1, (# of <> * min(<>, 10)))+. `max_concurrent_shard_requests`:: + -- (Optional, integer) Maximum number of concurrent shard requests that each sub-search request executes per node. Defaults to `5`. You can use this parameter to prevent a request from overloading a cluster. For example, a default request hits all data streams and indices in a cluster. This could cause shard request rejections if the number of shards per node is high. In certain scenarios, parallelism isn't achieved through concurrent requests. In those cases, a low value in this parameter could result in poor performance. For example, in an environment where a very low number of concurrent search requests are expected, a higher value in this parameter may improve performance. -- `pre_filter_shard_size`:: (Optional, integer) Defines a threshold that enforces a pre-filter roundtrip to prefilter search shards based on query rewriting if the number of shards the search request expands to exceeds the threshold. This filter roundtrip can limit the number of shards significantly if for instance a shard can not match any documents based on its rewrite method i.e., if date filters are mandatory to match but the shard bounds and the query are disjoint. When unspecified, the pre-filter phase is executed if any of these conditions is met: - The request targets more than `128` shards. - The request targets one or more read-only index. - The primary sort of the query targets an indexed field. `rest_total_hits_as_int`:: (Optional, boolean) If `true`, `hits.total` are returned as an integer in the response. Defaults to `false`, which returns an object. `routing`:: (Optional, string) Custom <> used to route search operations to a specific shard. `search_type`:: + -- (Optional, string) Indicates whether global term and document frequencies should be used when scoring returned documents. Options are: `query_then_fetch`:: (default) Documents are scored using local term and document frequencies for the shard. This is usually faster but less accurate. `dfs_query_then_fetch`:: Documents are scored using global term and document frequencies across all shards. This is usually slower but more accurate. -- `typed_keys`:: (Optional, boolean) Specifies whether aggregation and suggester names should be prefixed by their respective types in the response. [[search-multi-search-api-request-body]] ==== {api-request-body-title} The request body contains a newline-delimited list of search `
` and search `` objects. `
`:: + -- (Required, object) Contains parameters used to limit or change the subsequent search body request. This object is required for each search body but can be empty (`{}`) or a blank line. -- `allow_no_indices`::: (Optional, boolean) If `true`, the request does *not* return an error if a wildcard expression or `_all` value retrieves only missing or closed indices. + This parameter also applies to <> that point to a missing or closed index. include::{es-repo-dir}/rest-api/common-parms.asciidoc[tag=expand-wildcards] + Defaults to `open`. `ignore_unavailable`::: (Optional, boolean) If `true`, documents from missing or closed indices are not included in the response. Defaults to `false`. `index`::: (Optional, string or array of strings) Data streams, indices, and index aliases to search. Wildcard (`*`) expressions are supported. You can specify multiple targets as an array. + If this parameter is not specified, the `` request path parameter is used as a fallback. `preference`::: (Optional, string) Node or shard used to perform the search. Random by default. `request_cache`::: (Optional, boolean) If `true`, the request cache can be used for this search. Defaults to index-level settings. See <>. `routing`::: (Optional, string) Custom <> used to route search operations to a specific shard. `search_type`::: + -- (Optional, string) Indicates whether global term and document frequencies should be used when scoring returned documents. Options are: `query_then_fetch`:: (default) Documents are scored using local term and document frequencies for the shard. This is usually faster but less accurate. `dfs_query_then_fetch`:: Documents are scored using global term and document frequencies across all shards. This is usually slower but more accurate. -- ``:: (Optional, object) Contains parameters for a search request: `aggregations`::: (Optional, <<_structuring_aggregations,aggregation object>>) Aggregations you wish to run during the search. See <>. `query`::: (Optional, <>) Query you wish to run during the search. Hits matching this query are returned in the response. `from`::: (Optional, integer) Starting offset for returned hits. Defaults to `0`. `size`::: (Optional, integer) Number of hits to return. Defaults to `10`. [[search-multi-search-api-response-body]] ==== {api-response-body-title} `responses`:: (array) Includes the search response and status code for each search request matching its order in the original multi search request. If there was a complete failure for a specific search request, an object with `error` message and corresponding status code will be returned in place of the actual search response. [[search-multi-search-api-example]] ==== {api-examples-title} The header part includes which data streams, indices, and index aliases to search. The header also indicates the `search_type`, `preference`, and `routing`. The body includes the typical search body request (including the `query`, `aggregations`, `from`, `size`, and so on). [source,js] -------------------------------------------------- $ cat requests {"index" : "test"} {"query" : {"match_all" : {}}, "from" : 0, "size" : 10} {"index" : "test", "search_type" : "dfs_query_then_fetch"} {"query" : {"match_all" : {}}} {} {"query" : {"match_all" : {}}} {"query" : {"match_all" : {}}} {"search_type" : "dfs_query_then_fetch"} {"query" : {"match_all" : {}}} -------------------------------------------------- // NOTCONSOLE [source,js] -------------------------------------------------- $ curl -H "Content-Type: application/x-ndjson" -XGET localhost:9200/_msearch --data-binary "@requests"; echo -------------------------------------------------- // NOTCONSOLE Note, the above includes an example of an empty header (can also be just without any content) which is supported as well. The endpoint also allows you to search against data streams, indices, and index aliases in the request path. In this case, it will be used as the default target unless explicitly specified in the header's `index` parameter. For example: [source,console] -------------------------------------------------- GET twitter/_msearch {} {"query" : {"match_all" : {}}, "from" : 0, "size" : 10} {} {"query" : {"match_all" : {}}} {"index" : "twitter2"} {"query" : {"match_all" : {}}} -------------------------------------------------- // TEST[setup:twitter] The above will execute the search against the `twitter` index for all the requests that don't define an `index` target in the request body. The last search will be executed against the `twitter2` index. The `search_type` can be set in a similar manner to globally apply to all search requests. [[msearch-security]] ==== Security See <> [[template-msearch]] ==== Template support Much like described in <> for the _search resource, _msearch also provides support for templates. Submit them like follows for inline templates: [source,console] ----------------------------------------------- GET _msearch/template {"index" : "twitter"} { "source" : "{ \"query\": { \"match\": { \"message\" : \"{{keywords}}\" } } } }", "params": { "query_type": "match", "keywords": "some message" } } {"index" : "twitter"} { "source" : "{ \"query\": { \"match_{{template}}\": {} } }", "params": { "template": "all" } } ----------------------------------------------- // TEST[setup:twitter] You can also create search templates: [source,console] ------------------------------------------ POST /_scripts/my_template_1 { "script": { "lang": "mustache", "source": { "query": { "match": { "message": "{{query_string}}" } } } } } ------------------------------------------ // TEST[setup:twitter] [source,console] ------------------------------------------ POST /_scripts/my_template_2 { "script": { "lang": "mustache", "source": { "query": { "term": { "{{field}}": "{{value}}" } } } } } ------------------------------------------ // TEST[continued] You can use search templates in a _msearch: [source,console] ----------------------------------------------- GET _msearch/template {"index" : "main"} { "id": "my_template_1", "params": { "query_string": "some message" } } {"index" : "main"} { "id": "my_template_2", "params": { "field": "user", "value": "test" } } ----------------------------------------------- // TEST[continued] [[multi-search-partial-responses]] ==== Partial responses To ensure fast responses, the multi search API will respond with partial results if one or more shards fail. See <> for more information.