elasticsearch/docs/reference/ml/apis/ml-api.asciidoc

[role="xpack"]
[testenv="platinum"]
[[ml-apis]]
== Machine learning APIs

You can use the following APIs to perform {ml} activities.
See <<ml-api-definitions, Definitions>> for the resource definitions used by the
machine learning APIs and in advanced job configuration options in Kibana.

[discrete]
[[ml-api-anomaly-job-endpoint]]
=== {anomaly-jobs-cap}
//* <<ml-valid-detector,Validate detectors>>, <<ml-valid-job,Validate job>>
* <<ml-put-job,Create>> or <<ml-delete-job,delete {anomaly-jobs}>>
* <<ml-put-calendar-job,Add>> or <<ml-delete-calendar-job,delete a {anomaly-job} from a calendar>>
* <<ml-open-job,Open>> or <<ml-close-job,close {anomaly-jobs}>>
* <<ml-get-job,Get {anomaly-jobs} info>> or <<ml-get-job-stats,statistics>>
* <<ml-flush-job,Flush {anomaly-jobs}>>
* <<ml-post-data,Post data to {anomaly-jobs}>>
* <<ml-update-job,Update {anomaly-jobs}>>
* <<ml-forecast,Create>> or <<ml-delete-forecast,delete forecasts>>


[discrete]
[[ml-api-calendar-endpoint]]
=== Calendars

* <<ml-put-calendar,Create calendar>>, <<ml-delete-calendar,Delete calendar>>
* <<ml-put-calendar-job,Add job to calendar>>, <<ml-delete-calendar-job,Delete job from calendar>>
* <<ml-post-calendar-event,Add scheduled events to calendar>>, <<ml-delete-calendar-event,Delete scheduled events from calendar>>
* <<ml-get-calendar,Get calendars>>, <<ml-get-calendar-event,Get scheduled events>>

[discrete]
[[ml-api-filter-endpoint]]
=== Filters

* <<ml-put-filter,Create filter>>, <<ml-delete-filter,Delete filter>>
* <<ml-update-filter,Update filters>>
* <<ml-get-filter,Get filters>>

[discrete]
[[ml-api-datafeed-endpoint]]
=== {dfeeds-cap}

* <<ml-put-datafeed,Create {dfeed}>>, <<ml-delete-datafeed,Delete {dfeed}>>
* <<ml-start-datafeed,Start {dfeed}>>, <<ml-stop-datafeed,Stop {dfeed}>>
* <<ml-get-datafeed,Get {dfeed} info>>, <<ml-get-datafeed-stats,Get {dfeed} statistics>>
* <<ml-preview-datafeed,Preview {dfeed}>>
* <<ml-update-datafeed,Update {dfeed}>>

[discrete]
[[ml-api-dfanalytics-endpoint]]
=== {dfanalytics-cap} APIs

* <<put-dfanalytics,Create>> or 
<<delete-dfanalytics,delete {dfanalytics-jobs}>>
* <<get-dfanalytics,Get {dfanalytics-jobs} info>> or
<<get-dfanalytics-stats,statistics>>
* <<start-dfanalytics,Start>> or <<stop-dfanalytics,stop {dfanalytics-jobs}>>
* <<evaluate-dfanalytics,Evaluate {dfanalytics}>>


[discrete]
[[ml-api-job-endpoint]]
=== Jobs

See <<ml-api-anomaly-job-endpoint>> and <<ml-api-dfanalytics-endpoint>>.

[discrete]
[[ml-api-snapshot-endpoint]]
=== Model Snapshots

* <<ml-delete-snapshot,Delete model snapshot>>
* <<ml-get-snapshot,Get model snapshot info>>
* <<ml-revert-snapshot,Revert model snapshot>>
* <<ml-update-snapshot,Update model snapshot>>


[discrete]
[[ml-api-result-endpoint]]
=== Results

* <<ml-get-bucket,Get buckets>>
* <<ml-get-overall-buckets,Get overall buckets>>
* <<ml-get-category,Get categories>>
* <<ml-get-influencer,Get influencers>>
* <<ml-get-record,Get records>>

[discrete]
[[ml-api-file-structure-endpoint]]
=== File structure

* <<ml-find-file-structure,Find file structure>>

[discrete]
[[ml-api-ml-info-endpoint]]
=== Info

* <<get-ml-info,Machine learning info>>

[discrete]
[[ml-api-delete-expired-data-endpoint]]
=== Delete expired data

* <<ml-delete-expired-data,Delete expired data>>

[discrete]
[[ml-set-upgrade-mode-endpoint]]
=== Set upgrade mode

* <<ml-set-upgrade-mode, Set upgrade mode>>

//ADD
include::post-calendar-event.asciidoc[]
include::put-calendar-job.asciidoc[]
//CLOSE
include::close-job.asciidoc[]
//CREATE
include::put-job.asciidoc[]
include::put-calendar.asciidoc[]
include::put-datafeed.asciidoc[]
include::put-filter.asciidoc[]
include::put-dfanalytics.asciidoc[]
//DELETE
include::delete-calendar.asciidoc[]
include::delete-datafeed.asciidoc[]
include::delete-calendar-event.asciidoc[]
include::delete-filter.asciidoc[]
include::delete-forecast.asciidoc[]
include::delete-job.asciidoc[]
include::delete-calendar-job.asciidoc[]
include::delete-snapshot.asciidoc[]
include::delete-expired-data.asciidoc[]
include::delete-dfanalytics.asciidoc[]
//EVALUATE
include::evaluate-dfanalytics.asciidoc[]
//FIND
include::find-file-structure.asciidoc[]
//FLUSH
include::flush-job.asciidoc[]
//FORECAST
include::forecast.asciidoc[]
//GET
include::get-bucket.asciidoc[]
include::get-calendar.asciidoc[]
include::get-category.asciidoc[]
include::get-dfanalytics.asciidoc[]
include::get-dfanalytics-stats.asciidoc[]
include::get-datafeed.asciidoc[]
include::get-datafeed-stats.asciidoc[]
include::get-influencer.asciidoc[]
include::get-job.asciidoc[]
include::get-job-stats.asciidoc[]
include::get-ml-info.asciidoc[]
include::get-snapshot.asciidoc[]
include::get-overall-buckets.asciidoc[]
include::get-calendar-event.asciidoc[]
include::get-filter.asciidoc[]
include::get-record.asciidoc[]
//OPEN
include::open-job.asciidoc[]
//POST
include::post-data.asciidoc[]
//PREVIEW
include::preview-datafeed.asciidoc[]
//REVERT
include::revert-snapshot.asciidoc[]
//SET/START/STOP
include::set-upgrade-mode.asciidoc[]
include::start-datafeed.asciidoc[]
include::start-dfanalytics.asciidoc[]
include::stop-datafeed.asciidoc[]
include::stop-dfanalytics.asciidoc[]
//UPDATE
include::update-datafeed.asciidoc[]
include::update-filter.asciidoc[]
include::update-job.asciidoc[]
include::update-snapshot.asciidoc[]
//VALIDATE
//include::validate-detector.asciidoc[]
//include::validate-job.asciidoc[]