[[query-dsl-terms-query]] === Terms Query Filters documents that have fields that match any of the provided terms (*not analyzed*). For example: [source,js] -------------------------------------------------- GET /_search { "query": { "terms" : { "user" : ["kimchy", "elasticsearch"]} } } -------------------------------------------------- // CONSOLE [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. `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 At first we index the information for user with id 2, specifically, its followers, then index a tweet from user with id 1. Finally we search on all the tweets that match the followers of user 2. [source,js] -------------------------------------------------- PUT /users/_doc/2 { "followers" : ["1", "3"] } PUT /tweets/_doc/1 { "user" : "1" } GET /tweets/_search { "query" : { "terms" : { "user" : { "index" : "users", "type" : "user", "id" : "2", "path" : "followers" } } } } -------------------------------------------------- // CONSOLE The structure of the external terms document can also include an array of inner objects, for example: [source,js] -------------------------------------------------- PUT /users/_doc/2 { "followers" : [ { "id" : "1" }, { "id" : "2" } ] } -------------------------------------------------- // CONSOLE In which case, the lookup path will be `followers.id`.