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elasticsearchHow do I group data using Elasticsearch?


Grouping data in Elasticsearch is a powerful way to aggregate and analyze data. To do this, you need to use the aggregations feature of Elasticsearch. Aggregations allow you to group data by a certain criteria, such as a certain field or range of values.

For example, the following code will group documents by the color field:

GET /_search
{
  "size": 0,
  "aggs": {
    "colors": {
      "terms": {
        "field": "color"
      }
    }
  }
}

The output of this query will look something like this:

{
  ...
  "aggregations": {
    "colors": {
      "doc_count_error_upper_bound": 0,
      "sum_other_doc_count": 0,
      "buckets": [
        {
          "key": "red",
          "doc_count": 10
        },
        {
          "key": "blue",
          "doc_count": 5
        },
        {
          "key": "green",
          "doc_count": 3
        }
      ]
    }
  }
}

The code consists of the following parts:

  1. GET /_search - This is the endpoint used to query Elasticsearch.
  2. size: 0 - This tells Elasticsearch to not return any documents, just the aggregations.
  3. aggs - This is the object that contains the aggregation definitions.
  4. terms - This is the type of aggregation used. It groups documents by a certain field.
  5. field - This is the field that the documents will be grouped by.

For more information about Elasticsearch aggregations, please refer to the official documentation.

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