[[query-dsl-terms-query]] === Terms Query Filters documents that have fields that match any of the provided terms (*not analyzed*). For example: [source,js] -------------------------------------------------- { "constant_score" : { "filter" : { "terms" : { "user" : ["kimchy", "elasticsearch"]} } } } -------------------------------------------------- The `terms` query is also aliased with `in` as the filter name for simpler usage. [float] [[query-dsl-terms-lookup]] ===== Terms lookup mechanism When it's needed to specify a `terms` filter with a lot of terms it can be beneficial to fetch those term values from a document in an index. A concrete example would be to filter tweets tweeted by your followers. Potentially the amount of user ids specified in the terms filter can be a lot. In this scenario it makes sense to use the terms filter's terms lookup mechanism. The terms lookup mechanism supports the following options: [horizontal] `index`:: The index to fetch the term values from. Defaults to the current index. `type`:: The type to fetch the term values from. `id`:: The id of the document to fetch the term values from. `path`:: The field specified as path to fetch the actual values for the `terms` filter. `routing`:: A custom routing value to be used when retrieving the external terms doc. The values for the `terms` filter will be fetched from a field in a document with the specified id in the specified type and index. Internally a get request is executed to fetch the values from the specified path. At the moment for this feature to work the `_source` needs to be stored. Also, consider using an index with a single shard and fully replicated across all nodes if the "reference" terms data is not large. The lookup terms filter will prefer to execute the get request on a local node if possible, reducing the need for networking. [float] ===== Terms lookup twitter example [source,js] -------------------------------------------------- # index the information for user with id 2, specifically, its followers curl -XPUT localhost:9200/users/user/2 -d '{ "followers" : ["1", "3"] }' # index a tweet, from user with id 1 curl -XPUT localhost:9200/tweets/tweet/1 -d '{ "user" : "1" }' # search on all the tweets that match the followers of user 2 curl -XGET localhost:9200/tweets/_search -d '{ "query" : { "terms" : { "user" : { "index" : "users", "type" : "user", "id" : "2", "path" : "followers" } } } }' -------------------------------------------------- The structure of the external terms document can also include array of inner objects, for example: [source,js] -------------------------------------------------- curl -XPUT localhost:9200/users/user/2 -d '{ "followers" : [ { "id" : "1" }, { "id" : "2" } ] }' -------------------------------------------------- In which case, the lookup path will be `followers.id`.