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Field stats APIedit
This functionality is in technical preview and may be changed or removed in a future release. Elastic will apply best effort 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 
Alternatively the fields
option can also be defined in the request body:
curl XPOST "http://localhost:9200/_field_stats?level=indices" d '{ "fields" : ["rating"] }'
This is equivalent to the previous request.
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.
Cluster level field statistics exampleedit
Request:
curl XGET "http://localhost:9200/_field_stats?fields=rating,answer_count,creation_date,display_name"
Response:
{ "_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": "20080801T16:37:51.513Z", "max_value": "20130602T03:23:11.593Z" }, "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 } } } } }
Indices level field statistics exampleedit
Request:
curl XGET "http://localhost:9200/_field_stats?fields=rating,answer_count,creation_date,display_name&level=indices"
Response:
{ "_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": "20080801T16:37:51.513Z", "max_value": "20130602T03:23:11.593Z" }, "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 } } } } }
Field stats index constraintsedit
Field stats index constraints allows to omit all field stats for indices that don’t match with the constraint. An index
constraint can exclude indices' field stats based on the min_value
and max_value
statistic. This option is only
useful if the level
option is set to indices
.
For example index constraints can be useful to find out the min and max value of a particular property of your data in
a time based scenario. The following request only returns field stats for the answer_count
property for indices
holding questions created in the year 2014:
curl XPOST "http://localhost:9200/_field_stats?level=indices" d '{ "fields" : ["answer_count"] "index_constraints" : { "creation_date" : { "min_value" : { "gte" : "20140101T00:00:00.000Z" }, "max_value" : { "lt" : "20150101T00:00:00.000Z" } } } }'
The fields to compute and return field stats for. 

The set index constraints. Note that index constrains can be defined for fields that aren’t defined in the 

Index constraints for the field 

An index constraint on the 
For a field, index constraints can be defined on the min_value
statistic, max_value
statistic or both.
Each index constraint support the following comparisons:

Greaterthan or equal to 

Greaterthan 

Lessthan or equal to 

Lessthan 
Field stats index constraints on date fields optionally accept a format
option, used to parse the constraint’s value.
If missing, the format configured in the field’s mapping is used.