WARNING: Version 1.7 of Elasticsearch has passed its EOL date.
This documentation is no longer being maintained and may be removed. If you are running this version, we strongly advise you to upgrade. For the latest information, see the current release documentation.
Field stats APIedit
This functionality is in technical preview and may be changed or removed in a future release. Elastic will work to fix any issues, but features in technical preview are not subject to the support SLA of official GA features.
The field stats api allows one to find statistical properties of a field without executing a search, but looking up measurements that are natively available in the Lucene index. This can be useful to explore a dataset which you don’t know much about. For example, this allows creating a histogram aggregation with meaningful intervals based on the min/max range of values.
The field stats api by defaults executes on all indices, but can execute on specific indices too.
All indices:
curl -XGET "http://localhost:9200/_field_stats?fields=rating"
Specific indices:
curl -XGET "http://localhost:9200/index1,index2/_field_stats?fields=rating"
Supported request options:
|
|
A list of fields to compute stats for. |
|
|
Defines if field stats should be returned on a per index level or on a
cluster wide level. Valid values are |
Field statisticsedit
The field stats api is supported on string based, number based and date based fields and can return the following statistics per field:
|
|
The total number of documents. |
|
|
The number of documents that have at least one term for this field, or -1 if this measurement isn’t available on one or more shards. |
|
|
The percentage of documents that have at least one value for this field. This
is a derived statistic and is based on the |
|
|
The sum of each term’s document frequency in this field, or -1 if this measurement isn’t available on one or more shards. Document frequency is the number of documents containing a particular term. |
|
|
The sum of the term frequencies of all terms in this field across all documents, or -1 if this measurement isn’t available on one or more shards. Term frequency is the total number of occurrences of a term in a particular document and field. |
|
|
The lowest value in the field represented in a displayable form. |
|
|
The highest value in the field represented in a displayable form. |
Documents marked as deleted (but not yet removed by the merge process) still affect all the mentioned statistics.
Example 1. Cluster level field statistics
GET /_field_stats?fields=rating,answer_count,creation_date,display_name
{
"_shards": {
"total": 1,
"successful": 1,
"failed": 0
},
"indices": {
"_all": {
"fields": {
"creation_date": {
"max_doc": 1326564,
"doc_count": 564633,
"density": 42,
"sum_doc_freq": 2258532,
"sum_total_term_freq": -1,
"min_value": "2008-08-01T16:37:51.513Z",
"max_value": "2013-06-02T03:23:11.593Z"
},
"display_name": {
"max_doc": 1326564,
"doc_count": 126741,
"density": 9,
"sum_doc_freq": 166535,
"sum_total_term_freq": 166616,
"min_value": "0",
"max_value": "정혜선"
},
"answer_count": {
"max_doc": 1326564,
"doc_count": 139885,
"density": 10,
"sum_doc_freq": 559540,
"sum_total_term_freq": -1,
"min_value": 0,
"max_value": 160
},
"rating": {
"max_doc": 1326564,
"doc_count": 437892,
"density": 33,
"sum_doc_freq": 1751568,
"sum_total_term_freq": -1,
"min_value": -14,
"max_value": 1277
}
}
}
}
}
Example 2. Indices level field statistics
GET /_field_stats?fields=rating,answer_count,creation_date,display_name&level=indices
{
"_shards": {
"total": 1,
"successful": 1,
"failed": 0
},
"indices": {
"stack": {
"fields": {
"creation_date": {
"max_doc": 1326564,
"doc_count": 564633,
"density": 42,
"sum_doc_freq": 2258532,
"sum_total_term_freq": -1,
"min_value": "2008-08-01T16:37:51.513Z",
"max_value": "2013-06-02T03:23:11.593Z"
},
"display_name": {
"max_doc": 1326564,
"doc_count": 126741,
"density": 9,
"sum_doc_freq": 166535,
"sum_total_term_freq": 166616,
"min_value": "0",
"max_value": "정혜선"
},
"answer_count": {
"max_doc": 1326564,
"doc_count": 139885,
"density": 10,
"sum_doc_freq": 559540,
"sum_total_term_freq": -1,
"min_value": 0,
"max_value": 160
},
"rating": {
"max_doc": 1326564,
"doc_count": 437892,
"density": 33,
"sum_doc_freq": 1751568,
"sum_total_term_freq": -1,
"min_value": -14,
"max_value": 1277
}
}
}
}
}