Bucket selector aggregation
A parent pipeline aggregation which executes a script which determines whether the current bucket will be retained in the parent multi-bucket aggregation. The specified metric must be numeric and the script must return a boolean value. If the script language is expression
then a numeric return value is permitted. In this case 0.0 will be evaluated as false
and all other values will evaluate to true.
The bucket_selector aggregation, like all pipeline aggregations, executes after all other sibling aggregations. This means that using the bucket_selector aggregation to filter the returned buckets in the response does not save on execution time running the aggregations.
A bucket_selector
aggregation looks like this in isolation:
{
"bucket_selector": {
"buckets_path": {
"my_var1": "the_sum", 1
"my_var2": "the_value_count"
},
"script": "params.my_var1 > params.my_var2"
}
}
- Here,
my_var1
is the name of the variable for this buckets path to use in the script,the_sum
is the path to the metrics to use for that variable.
Parameter Name | Description | Required | Default Value |
---|---|---|---|
script |
The script to run for this aggregation. The script can be inline, file or indexed. (see Scriptingfor more details) | Required | |
buckets_path |
A map of script variables and their associated path to the buckets we wish to use for the variable(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 |
The following snippet only retains buckets where the total sales for the month is more than 200:
POST /sales/_search
{
"size": 0,
"aggs": {
"sales_per_month": {
"date_histogram": {
"field": "date",
"calendar_interval": "month"
},
"aggs": {
"total_sales": {
"sum": {
"field": "price"
}
},
"sales_bucket_filter": {
"bucket_selector": {
"buckets_path": {
"totalSales": "total_sales"
},
"script": "params.totalSales > 200"
}
}
}
}
}
}
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,
"total_sales": {
"value": 550.0
}
},<1>
{
"key_as_string": "2015/03/01 00:00:00",
"key": 1425168000000,
"doc_count": 2,
"total_sales": {
"value": 375.0
}
}
]
}
}
}
- Bucket for
2015/02/01 00:00:00
has been removed as its total sales was less than 200