Get anomaly detection job results for buckets

POST /_ml/anomaly_detectors/{job_id}/results/buckets

Copy endpoint

The API presents a chronological view of the records, grouped by bucket.

Required authorization

Cluster privileges: monitor_ml

Parameters

path Path Parameters

Name	Type
`job_id` required Identifier for the anomaly detection job.	type TypesId = string

query Query Parameters

Name	Type
`anomaly_score` Returns buckets with anomaly scores greater or equal than this value.	number
`desc` If `true`, the buckets are sorted in descending order.	boolean
`end` Returns buckets with timestamps earlier than this time. `-1` means it is unset and results are not limited to specific timestamps.	type TypesDateTime = type TypesEpochTimeUnitMillis = TypesUnitMillis \| string
`exclude_interim` If `true`, the output excludes interim results.	boolean
`expand` If true, the output includes anomaly records.	boolean
`from` Skips the specified number of buckets.	number
`size` Specifies the maximum number of buckets to obtain.	number
`sort` Specifies the sort field for the requested buckets.	type TypesField = string
`start` Returns buckets with timestamps after this time. `-1` means it is unset and results are not limited to specific timestamps.	type TypesDateTime = type TypesEpochTimeUnitMillis = TypesUnitMillis \| string

Request Body

application/json

{
anomaly_score?: number;
desc?: boolean;
end?:

TypesDateTime

A date and time, either as a string whose format can depend on the context (defaulting to ISO 8601), or a number of milliseconds since the Epoch. Elasticsearch accepts both as input, but will generally output a string representation.

type TypesDateTime = TypesEpochTimeUnitMillis | string

;
exclude_interim?: boolean;
expand?: boolean;
page?:

MlTypesPage

interface MlTypesPage {
from?: number;
size?: number;
}

;
sort?:

TypesField

Path to field or array of paths. Some API's support wildcards in the path to select multiple fields.

type TypesField = string

;
start?:

TypesDateTime

type TypesDateTime = TypesEpochTimeUnitMillis | string

;
}

Responses

200 application/json

{ buckets:

MlTypesBucketSummary

interface MlTypesBucketSummary {
anomaly_score: number;
bucket_influencers: MlTypesBucketInfluencer[];
bucket_span: TypesDurationValueUnitSeconds;
event_count: number;
initial_anomaly_score: number;
is_interim: boolean;
job_id: TypesId;
processing_time_ms: TypesDurationValueUnitMillis;
result_type: string;
timestamp: TypesEpochTimeUnitMillis;
timestamp_string?: TypesDateTime;
}

[];count: number; }