123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116 |
- [[search-aggregations-pipeline-stats-bucket-aggregation]]
- === Stats Bucket Aggregation
- A sibling pipeline aggregation which calculates a variety of stats across all bucket of a specified metric in a sibling aggregation.
- The specified metric must be numeric and the sibling aggregation must be a multi-bucket aggregation.
- ==== Syntax
- A `stats_bucket` aggregation looks like this in isolation:
- [source,js]
- --------------------------------------------------
- {
- "stats_bucket": {
- "buckets_path": "the_sum"
- }
- }
- --------------------------------------------------
- // NOTCONSOLE
- .`stats_bucket` Parameters
- |===
- |Parameter Name |Description |Required |Default Value
- |`buckets_path` |The path to the buckets we wish to calculate stats for (see <<buckets-path-syntax>> for more
- details) |Required |
- |`gap_policy` |The policy to apply when gaps are found in the data (see <<gap-policy>> for more
- details)|Optional | `skip`
- |`format` |format to apply to the output value of this aggregation |Optional | `null`
- |===
- The following snippet calculates the stats for monthly `sales`:
- [source,js]
- --------------------------------------------------
- POST /sales/_search
- {
- "size": 0,
- "aggs" : {
- "sales_per_month" : {
- "date_histogram" : {
- "field" : "date",
- "interval" : "month"
- },
- "aggs": {
- "sales": {
- "sum": {
- "field": "price"
- }
- }
- }
- },
- "stats_monthly_sales": {
- "stats_bucket": {
- "buckets_path": "sales_per_month>sales" <1>
- }
- }
- }
- }
- --------------------------------------------------
- // CONSOLE
- // TEST[setup:sales]
- <1> `bucket_paths` instructs this `stats_bucket` aggregation that we want the calculate stats for the `sales` aggregation in the
- `sales_per_month` date histogram.
- And the following may be the response:
- [source,js]
- --------------------------------------------------
- {
- "took": 11,
- "timed_out": false,
- "_shards": ...,
- "hits": ...,
- "aggregations": {
- "sales_per_month": {
- "buckets": [
- {
- "key_as_string": "2015/01/01 00:00:00",
- "key": 1420070400000,
- "doc_count": 3,
- "sales": {
- "value": 550.0
- }
- },
- {
- "key_as_string": "2015/02/01 00:00:00",
- "key": 1422748800000,
- "doc_count": 2,
- "sales": {
- "value": 60.0
- }
- },
- {
- "key_as_string": "2015/03/01 00:00:00",
- "key": 1425168000000,
- "doc_count": 2,
- "sales": {
- "value": 375.0
- }
- }
- ]
- },
- "stats_monthly_sales": {
- "count": 3,
- "min": 60.0,
- "max": 550.0,
- "avg": 328.3333333333333,
- "sum": 985.0
- }
- }
- }
- --------------------------------------------------
- // TESTRESPONSE[s/"took": 11/"took": $body.took/]
- // TESTRESPONSE[s/"_shards": \.\.\./"_shards": $body._shards/]
- // TESTRESPONSE[s/"hits": \.\.\./"hits": $body.hits/]
|