IMPORTANT: No additional bug fixes or documentation updates will be released for this version. For the latest information, see the current release documentation.
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Elastic Docs ›Elasticsearch Guide [7.2] ›X-Pack APIs

Machine learning APIs

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IMPORTANT: This documentation is no longer updated. Refer to Elastic's version policy and the latest documentation.

Machine learning APIs

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You can use the following APIs to perform machine learning activities. See Definitions for the resource definitions used by the machine learning APIs and in advanced job configuration options in Kibana.

Anomaly detection jobs

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  • Create or delete anomaly detection jobs
  • Add or delete a anomaly detection job from a calendar
  • Open or close anomaly detection jobs
  • Get anomaly detection jobs info or statistics
  • Flush anomaly detection jobs
  • Post data to anomaly detection jobs
  • Update anomaly detection jobs
  • Create or delete forecasts

Calendars

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  • Create calendar, Delete calendar
  • Add job to calendar, Delete job from calendar
  • Add scheduled events to calendar, Delete scheduled events from calendar
  • Get calendars, Get scheduled events

Filters

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  • Create filter, Delete filter
  • Update filters
  • Get filters

Datafeeds

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  • Create datafeed, Delete datafeed
  • Start datafeed, Stop datafeed
  • Get datafeed info, Get datafeed statistics
  • Preview datafeed
  • Update datafeed

Jobs

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See Anomaly detection jobs.

Model Snapshots

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  • Delete model snapshot
  • Get model snapshot info
  • Revert model snapshot
  • Update model snapshot

Results

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  • Get buckets
  • Get overall buckets
  • Get categories
  • Get influencers
  • Get records

File structure

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  • Find file structure

Info

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  • Machine learning info

Delete expired data

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  • Delete expired data

Set upgrade mode

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  • Set upgrade mode
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