Max bucket aggregation
A sibling pipeline aggregation which identifies the bucket(s) with the maximum value of a specified metric in a sibling aggregation and outputs both the value and the key(s) of the bucket(s). The specified metric must be numeric and the sibling aggregation must be a multi-bucket aggregation.
A max_bucket
aggregation looks like this in isolation:
{
"max_bucket": {
"buckets_path": "the_sum"
}
}
Parameter Name | Description | Required | Default Value |
---|---|---|---|
buckets_path |
The path to the buckets we wish to find the maximum for (see buckets_path Syntax for more details) |
Required | |
gap_policy |
The policy to apply when gaps are found in the data (see Dealing with gaps in the data for more details) | Optional | skip |
format |
DecimalFormat pattern for theoutput value. If specified, the formatted value is returned in the aggregation’svalue_as_string property |
Optional | null |
The following snippet calculates the maximum of the total monthly sales
:
POST /sales/_search
{
"size": 0,
"aggs": {
"sales_per_month": {
"date_histogram": {
"field": "date",
"calendar_interval": "month"
},
"aggs": {
"sales": {
"sum": {
"field": "price"
}
}
}
},
"max_monthly_sales": {
"max_bucket": {
"buckets_path": "sales_per_month>sales" 1
}
}
}
}
buckets_path
instructs this max_bucket aggregation that we want the maximum value of thesales
aggregation in thesales_per_month
date histogram.
And the following may be the response:
{
"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
}
}
]
},
"max_monthly_sales": {
"keys": ["2015/01/01 00:00:00"], 1
"value": 550.0
}
}
}
keys
is an array of strings since the maximum value may be present in multiple buckets