* [DOCS] Enabled code snippet testing for start datafeed API
* [DOCS] Added datafeed creation to build.gradle
Original commit: elastic/x-pack-elasticsearch@1acb452cf0
* [DOCS] Added ML forecast API
* [DOCS] Added forecast API to build.gradle
* [DOCS] Added forecast API example
* [DOCS] Fixed forecast API intro
* [DOCS] Addressed feedback on forecast API
* [DOCS] Added duration to forecast API
* [DOCS] Removed end time from forecast API
* [DOCS] Fixed gradle errors for forecast API
Original commit: elastic/x-pack-elasticsearch@db79e3d5bb
* [DOCS] Enabled code snippet testing for put datafeed API
* [DOCS] Addressed gradle errors in put datafeed API
* [DOCS] Added job creation test to build.gradle
Original commit: elastic/x-pack-elasticsearch@3548d920c7
For the purpose of getting this API consumed by our UI, returning
overall buckets that match the job's largest `bucket_span` can
result in too much data. The UI only ever displays a few buckets
in the swimlane. Their span depends on the time range selected and
the screen resolution, but it will only ever be a relatively
low number.
This PR adds the ability to aggregate overall buckets in a user
specified `bucket_span`. That `bucket_span` may be equal or
greater to the largest job's `bucket_span`. The `overall_score`
of the result overall buckets is the max score of the
corresponding overall buckets with a span equal to the job's
largest `bucket_span`.
The implementation is now chunking the bucket requests
as otherwise the aggregation would fail when too many buckets
are matching.
Original commit: elastic/x-pack-elasticsearch@981f7a40e5
Adds the GET overall_buckets API.
The REST end point is: GET
/_xpack/ml/anomaly_detectors/job_id/results/overall_buckets
The API returns overall bucket results. An overall bucket
is a summarized bucket result over multiple jobs.
It has the `bucket_span` of the longest job's `bucket_span`.
It also has an `overall_score` that is the `top_n` average of the
max anomaly scores per job.
relates elastic/x-pack-elasticsearch#2693
Original commit: elastic/x-pack-elasticsearch@ba6061482d
* [DOCS] Add job groups to ML create/update job APIs
* [DOCS] Fix ML update job API example
* [DOCS] Address feedback for ML create/update job APIs
Original commit: elastic/x-pack-elasticsearch@0e7bb47342
This change makes 2 improvements to the max_running_jobs setting:
1. Namespaces it by adding the xpack.ml. prefix
2. Renames "running" to "open", because the "running" terminology
is not used elsewhere
The old max_running_jobs setting is used as a fallback if the new
xpack.ml.max_open_jobs setting is not specified. max_running_jobs
is deprecated and (to ease backporting in the short term) will be
removed from 7.0 in a different PR closer to release of 7.0.
Relates elastic/x-pack-elasticsearch#2185
Original commit: elastic/x-pack-elasticsearch@18c539f9bb
* [DOCS] Update APIs for multiple jobs or datafeeds
* [DOCS] Fix syntax diagrams for ML stop/close APIs
* [DOCS] Removed TBD authorization for ML APIs
Original commit: elastic/x-pack-elasticsearch@1a9137a5a7
* [DOCS] Update model_memory_limit
* [DOCS] Clarify minimum model_memory_limit value
* [DOCS] More updates to model_memory_limit
* [DOCS] Address feedback in jobresource.asciidoc
Original commit: elastic/x-pack-elasticsearch@3c62719037
This is step 2 of elastic/x-pack-elasticsearch#1604
This change stores `model_memory_limit` as a string with `mb` unit.
I considered using the `toString` method of `ByteSizeValue` but it
can lead to accuracy loss. Adding the fixed `mb` unit maintains
the accuracy, while making clear what unit the value is in.
Original commit: elastic/x-pack-elasticsearch@4dc48f0ce8
* [DOCS] Model plot updates
Add to job create.
Remove terms from job resource.
* [DOCS] Describing terms as experimental
Original commit: elastic/x-pack-elasticsearch@815fa0ec37
Dimitris Athanasiou
Lisa Cawley
David Roberts
Russ Cam
David Kyle
Sophie Chang