Elastic

Elastic ml anomaly API

The machine learning anomaly detection APIs enable you to perform anomaly detection activities.

GitHub OpenAPI

Operations 70

POST /_ml/anomaly_detectors/{job_id}/_close Close anomaly detection jobs #
GET /_ml/calendars/{calendar_id} Get calendar configuration info #
PUT /_ml/calendars/{calendar_id} Create a calendar #
POST /_ml/calendars/{calendar_id} Get calendar configuration info #
DELETE /_ml/calendars/{calendar_id} Delete a calendar #
DELETE /_ml/calendars/{calendar_id}/events/{event_id} Delete events from a calendar #
PUT /_ml/calendars/{calendar_id}/jobs/{job_id} Add anomaly detection job to calendar #
DELETE /_ml/calendars/{calendar_id}/jobs/{job_id} Delete anomaly jobs from a calendar #
GET /_ml/datafeeds/{datafeed_id} Get datafeeds configuration info #
PUT /_ml/datafeeds/{datafeed_id} Create a datafeed #
DELETE /_ml/datafeeds/{datafeed_id} Delete a datafeed #
DELETE /_ml/_delete_expired_data/{job_id} Delete expired ML data #
DELETE /_ml/_delete_expired_data Delete expired ML data #
GET /_ml/filters/{filter_id} Get filters #
PUT /_ml/filters/{filter_id} Create a filter #
DELETE /_ml/filters/{filter_id} Delete a filter #
POST /_ml/anomaly_detectors/{job_id}/_forecast Predict future behavior of a time series #
DELETE /_ml/anomaly_detectors/{job_id}/_forecast Delete forecasts from a job #
DELETE /_ml/anomaly_detectors/{job_id}/_forecast/{forecast_id} Delete forecasts from a job #
GET /_ml/anomaly_detectors/{job_id} Get anomaly detection jobs configuration info #
PUT /_ml/anomaly_detectors/{job_id} Create an anomaly detection job #
DELETE /_ml/anomaly_detectors/{job_id} Delete an anomaly detection job #
GET /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id} Get model snapshots info #
POST /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id} Get model snapshots info #
DELETE /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id} Delete a model snapshot #
POST /_ml/anomaly_detectors/_estimate_model_memory Estimate job model memory usage #
POST /_ml/anomaly_detectors/{job_id}/_flush Force buffered data to be processed #
GET /_ml/anomaly_detectors/{job_id}/results/buckets/{timestamp} Get anomaly detection job results for buckets #
POST /_ml/anomaly_detectors/{job_id}/results/buckets/{timestamp} Get anomaly detection job results for buckets #
GET /_ml/anomaly_detectors/{job_id}/results/buckets Get anomaly detection job results for buckets #
POST /_ml/anomaly_detectors/{job_id}/results/buckets Get anomaly detection job results for buckets #
GET /_ml/calendars/{calendar_id}/events Get info about events in calendars #
POST /_ml/calendars/{calendar_id}/events Add scheduled events to the calendar #
GET /_ml/calendars Get calendar configuration info #
POST /_ml/calendars Get calendar configuration info #
GET /_ml/anomaly_detectors/{job_id}/results/categories/{category_id} Get anomaly detection job results for categories #
POST /_ml/anomaly_detectors/{job_id}/results/categories/{category_id} Get anomaly detection job results for categories #
GET /_ml/anomaly_detectors/{job_id}/results/categories Get anomaly detection job results for categories #
POST /_ml/anomaly_detectors/{job_id}/results/categories Get anomaly detection job results for categories #
GET /_ml/datafeeds/{datafeed_id}/_stats Get datafeed stats #
GET /_ml/datafeeds/_stats Get datafeed stats #
GET /_ml/datafeeds Get datafeeds configuration info #
GET /_ml/filters Get filters #
GET /_ml/anomaly_detectors/{job_id}/results/influencers Get anomaly detection job results for influencers #
POST /_ml/anomaly_detectors/{job_id}/results/influencers Get anomaly detection job results for influencers #
GET /_ml/anomaly_detectors/_stats Get anomaly detection job stats #
GET /_ml/anomaly_detectors/{job_id}/_stats Get anomaly detection job stats #
GET /_ml/anomaly_detectors Get anomaly detection jobs configuration info #
GET /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id}/_upgrade/_stats Get anomaly detection job model snapshot upgrade usage info #
GET /_ml/anomaly_detectors/{job_id}/model_snapshots Get model snapshots info #
POST /_ml/anomaly_detectors/{job_id}/model_snapshots Get model snapshots info #
GET /_ml/anomaly_detectors/{job_id}/results/overall_buckets Get overall bucket results #
POST /_ml/anomaly_detectors/{job_id}/results/overall_buckets Get overall bucket results #
GET /_ml/anomaly_detectors/{job_id}/results/records Get anomaly records for an anomaly detection job #
POST /_ml/anomaly_detectors/{job_id}/results/records Get anomaly records for an anomaly detection job #
POST /_ml/anomaly_detectors/{job_id}/_open Open anomaly detection jobs #
POST /_ml/anomaly_detectors/{job_id}/_data Send data to an anomaly detection job for analysis #
GET /_ml/datafeeds/{datafeed_id}/_preview Preview a datafeed #
POST /_ml/datafeeds/{datafeed_id}/_preview Preview a datafeed #
GET /_ml/datafeeds/_preview Preview a datafeed #
POST /_ml/datafeeds/_preview Preview a datafeed #
POST /_ml/anomaly_detectors/{job_id}/_reset Reset an anomaly detection job #
POST /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id}/_revert Revert to a snapshot #
POST /_ml/datafeeds/{datafeed_id}/_start Start datafeeds #
POST /_ml/datafeeds/{datafeed_id}/_stop Stop datafeeds #
POST /_ml/datafeeds/{datafeed_id}/_update Update a datafeed #
POST /_ml/filters/{filter_id}/_update Update a filter #
POST /_ml/anomaly_detectors/{job_id}/_update Update an anomaly detection job #
POST /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id}/_update Update a snapshot #
POST /_ml/anomaly_detectors/{job_id}/model_snapshots/{snapshot_id}/_upgrade Upgrade a snapshot #

Documentation

📖
Documentation
https://www.elastic.co/docs/api/doc/elasticsearch
📖
Documentation
https://www.elastic.co/docs/api/doc/kibana
📖
Documentation
https://www.elastic.co/docs/api/doc/cloud

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/elastic/refs/heads/main/openapi/elastic-ml-anomaly-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/elastic/refs/heads/main/json-schema/elastic-saved-object-schema.json

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OpenAPI Specification

elastic-ml-anomaly-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Elasticsearch ml anomaly API
  description: 'Elasticsearch provides REST APIs that are used by the UI components and can be called directly to configure and access Elasticsearch features.

    ## Documentation source and versions

    This documentation is derived from the main branch of the elasticsearch-specification repository. It is provided under license Attribution-NonCommercial-NoDerivatives 4.0 International.

    This documentation contains work-in-progress information for future Elastic Stack releases.'
  license:
    name: Apache 2.0
    url: https://github.com/elastic/elasticsearch-specification/blob/main/LICENSE
  version: ''
security:
- apiKeyAuth: []
- basicAuth: []
- bearerAuth: []
tags:


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# Full source: https://raw.githubusercontent.com/api-evangelist/elastic/refs/heads/main/openapi/elastic-ml-anomaly-api-openapi.yml