* [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
The execution state is kind of a global indicator if a watch has been
running successfully and is used by the watcher UI.
However this field is only stored in the watch history but not part of
the watch status, thus it is not available everywhere. In order to
simplify the watcher UI this commit also adds the field to the
watch status which is stored together with the watch.
It is stored under the `status.execution_state` field as `status.state`
is already taken. This is also reflects with the name of the java class.
The WatchStatus class does not contain serialization checks, as this is
intended to be backported to 6.x, where those checks will be added.
Once the backport is done, the old execution state field can be fully
deleted from the master branch in another commit (syncing with Kibana
folks required).
relates elastic/x-pack-elasticsearch#2385
* fix doc tests
Original commit: elastic/x-pack-elasticsearch@26e8f99571
* [DOCS] Format Watcher APIs
* [DOCS] Removed master_timeout from Watcher APIs
* [DOCS] Added authority info to watcher APIs
Original commit: elastic/x-pack-elasticsearch@1e6de3b036
As there are no master node operations anymore.
* TransportActions are regular Actions now
* Watcher requests are now ActionRequests, no MasterNodeRequests anymore
* REST spec does not contain master node timeout parameters anymore
* WatcherLifeCycleService does not have a check anymore if watcher is able to run distributed, this will be a given in 7.0
* Some serialization BWC checks against version 5 have been removed
Original commit: elastic/x-pack-elasticsearch@4607dd538c
* [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
The deprecated handlers should have been removed earlier, but are now
going to to away finally.
Also the watcher restart action has been removed, mainly because users
should not blindly restart, but always make sure, that watcher is
stopped correctly before restarting. This had been removed from the
transport action previously.
Original commit: elastic/x-pack-elasticsearch@78a5ec3c05
* [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
Lisa Cawley
Russ Cam
David Kyle
Dimitris Athanasiou
David Roberts
Alexander Reelsen
Deb Adair
Tal Levy
Igor Motov