# Elastic Stack (ELK Stack) ml anomaly API

**Canonical:** https://apis.io/apis/elk-stack/elk-stack-ml-anomaly-api/  
**Provider:** Elastic Stack (ELK Stack) — https://apis.io/providers/elk-stack/  
**Base URL:** https://{elasticsearch_endpoint}  
**Documentation:** https://www.elastic.co/docs/api/doc/elasticsearch/

Elastic Stack (ELK Stack) ml anomaly API is one of 132 APIs that [Elastic Stack (ELK Stack)](https://apis.io/providers/elk-stack/) publishes on the [APIs.io](https://apis.io/) network, described by a machine-readable OpenAPI specification. Tagged areas include ml anomaly. The published artifact set on APIs.io includes an OpenAPI specification, API documentation, and an API reference.

The ml anomaly API from Elastic Stack (ELK Stack) — 45 operation(s) for ml anomaly.

## Operations (60 of 70)

| Method | Path | Summary |
|---|---|---|
| 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 |

…and 10 more operations. They are listed in full on the page.

## Machine-readable artifacts (8)

- **OpenAPI** — https://raw.githubusercontent.com/api-evangelist/elk-stack/refs/heads/main/openapi/elk-stack-ml-anomaly-api-openapi.yml
- **Documentation** — https://www.elastic.co/docs/reference/elasticsearch
- **APIReference** — https://www.elastic.co/docs/api/doc/elasticsearch/
- **SourceCode** — https://github.com/elastic/elasticsearch-specification
- **Documentation** — https://www.elastic.co/docs/reference/kibana
- **APIReference** — https://www.elastic.co/docs/api/doc/kibana/
- **SourceCode** — https://github.com/elastic/kibana
- **ToolCrosswalk** — https://raw.githubusercontent.com/api-evangelist/elk-stack/refs/heads/main/mcp/elk-stack-tool-crosswalk.yml

## Other Elastic Stack (ELK Stack) APIs (12)

- [Elastic Cloud API](https://apis.io/apis/elk-stack/elastic-cloud-api/)
- [Elastic Stack (ELK Stack) Accounts API](https://apis.io/apis/elk-stack/elk-stack-accounts-api/)
- [Elastic Stack (ELK Stack) Actions API](https://apis.io/apis/elk-stack/elk-stack-actions-api/)
- [Elastic Stack (ELK Stack) agent builder API](https://apis.io/apis/elk-stack/elk-stack-agent-builder-api/)
- [Elastic Stack (ELK Stack) Alerting API](https://apis.io/apis/elk-stack/elk-stack-alerting-api/)
- [Elastic Stack (ELK Stack) Alerting V2 API](https://apis.io/apis/elk-stack/elk-stack-alerting-v2-api/)
- [Elastic Stack (ELK Stack) Analytics API](https://apis.io/apis/elk-stack/elk-stack-analytics-api/)
- [Elastic Stack (ELK Stack) APM agent configuration API](https://apis.io/apis/elk-stack/elk-stack-apm-agent-configuration-api/)
- [Elastic Stack (ELK Stack) APM agent keys API](https://apis.io/apis/elk-stack/elk-stack-apm-agent-keys-api/)
- [Elastic Stack (ELK Stack) APM annotations API](https://apis.io/apis/elk-stack/elk-stack-apm-annotations-api/)
- [Elastic Stack (ELK Stack) APM server schema API](https://apis.io/apis/elk-stack/elk-stack-apm-server-schema-api/)
- [Elastic Stack (ELK Stack) APM sourcemaps API](https://apis.io/apis/elk-stack/elk-stack-apm-sourcemaps-api/)

## Tags

ml anomaly

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/apis/elk-stack/elk-stack-ml-anomaly-api/). The API's provider profile, Kin Score and agent-readiness rating are at https://apis.io/providers/elk-stack/.