Commit Graph

92 Commits

Author SHA1 Message Date
Nhat Nguyen b93507608a Merge branch 'master' into ccr
* master:
  Mute test watcher usage stats output
  [Rollup] Fix FullClusterRestart test
  Adjust soft-deletes version after backport into 6.5
  completely drop `index.shard.check_on_startup: fix` for 7.0 (#33194)
  Fix AwaitsFix issue number
  Mute SmokeTestWatcherWithSecurityIT testsi
  drop `index.shard.check_on_startup: fix` (#32279)
  tracked at
  [DOCS] Moves ml folder from x-pack/docs to docs (#33248)
  [DOCS] Move rollup APIs to docs (#31450)
  [DOCS] Rename X-Pack Commands section (#33005)
  TEST: Disable soft-deletes in ParentChildTestCase
  Fixes SecurityIntegTestCase so it always adds at least one alias (#33296)
  Fix pom for build-tools (#33300)
  Lazy evaluate java9home (#33301)
  SQL: test coverage for JdbcResultSet (#32813)
  Work around to be able to generate eclipse projects (#33295)
  Highlight that index_phrases only works if no slop is used (#33303)
  Different handling for security specific errors in the CLI. Fix for https://github.com/elastic/elasticsearch/issues/33230 (#33255)
  [ML] Refactor delimited file structure detection (#33233)
  SQL: Support multi-index format as table identifier (#33278)
  MINOR: Remove Dead Code from PathTrie (#33280)
  Enable forbiddenapis server java9 (#33245)
2018-08-31 19:03:04 -04:00
David Roberts 7345878d33
[ML] Refactor delimited file structure detection (#33233)
1. Use the term "delimited" rather than "separated values"
2. Use a single factory class with arguments to specify the
   delimiter and identification constraints

This change makes it easier to add support for other
delimiter characters.
2018-08-31 08:48:45 +01:00
Nhat Nguyen 5632e31c74 Merge branch 'master' into ccr
* master:
  Painless: Add Bindings (#33042)
  Update version after client credentials backport
  Fix forbidden apis on FIPS (#33202)
  Remote 6.x transport BWC Layer for `_shrink` (#33236)
  Test fix - Graph HLRC tests needed another field adding to randomisation exception list
  HLRC: Add ML Get Records API (#33085)
  [ML] Fix character set finder bug with unencodable charsets (#33234)
  TESTS: Fix overly long lines (#33240)
  Test fix - Graph HLRC test was missing field name to be excluded from randomisation logic
  Remove unsupported group_shard_failures parameter (#33208)
  Update BucketUtils#suggestShardSideQueueSize signature (#33210)
  Parse PEM Key files leniantly (#33173)
  INGEST: Add Pipeline Processor (#32473)
  Core: Add java time xcontent serializers (#33120)
  Consider multi release jars when running third party audit (#33206)
  Update MSI documentation (#31950)
  HLRC: create base timed request class (#33216)
  [DOCS] Fixes command page titles
  HLRC: Move ML protocol classes into client ml package (#33203)
  Scroll queries asking for rescore are considered invalid (#32918)
  Painless: Fix Semicolon Regression (#33212)
  ingest: minor - update test to include dissect (#33211)
  Switch remaining LLREST usage to new style Requests (#33171)
  HLREST: add reindex API (#32679)
2018-08-29 12:30:24 -04:00
David Roberts 22415fa2de
[ML] Fix character set finder bug with unencodable charsets (#33234)
Some character sets cannot be encoded and this was tripping
up the binary data check in the ML log structure character
set finder.

The fix is to assume that if ICU4J identifies that some bytes
correspond to a character set that cannot be encoded and those
bytes contain zeroes then the data is binary rather than text.

Fixes #33227
2018-08-29 14:56:02 +01:00
Nhat Nguyen 75304f405b Merge branch 'master' into ccr
* master:
  Add proxy support to RemoteClusterConnection (#33062)
  TEST: Skip assertSeqNos for closed shards (#33130)
  TEST: resync operation on replica should acquire shard permit (#33103)
  Switch remaining x-pack tests to new style Requests (#33108)
  Switch remaining tests to new style Requests (#33109)
  Switch remaining ml tests to new style Requests (#33107)
  Build: Line up IDE detection logic
  Security index expands to a single replica (#33131)
  HLRC: request/response homogeneity and JavaDoc improvements (#33133)
  Checkstyle!
  [Test] Fix sporadic failure in MembershipActionTests
  Revert "Do NOT allow termvectors on nested fields (#32728)"
  [Rollup] Move toAggCap() methods out of rollup config objects (#32583)
  Fix race condition in scheduler engine test
2018-08-25 21:41:53 -04:00
Nik Everett 8bee6b3a92
Switch remaining ml tests to new style Requests (#33107)
In #29623 we added `Request` object flavored requests to the low level
REST client and in #30315 we deprecated the old `performRequest`s. This
changes all calls in the `x-pack/plugin/ml/qa/native-multi-node-tests`,
`x-pack/plugin/ml/qa/single-node-tests` projects to use the new
versions.
2018-08-24 16:36:40 -04:00
Jason Tedor 91a052b617
Merge branch 'master' into ccr
* master:
  Add hook to skip asserting x-content equivalence (#33114)
  Muted testListenersThrowingExceptionsDoNotCauseOtherListenersToBeSkipped
  [Rollup] Move getMetadata() methods out of rollup config objects (#32579)
  Muted testEmptyAuthorizedIndicesSearchForAllDisallowNoIndices
  Update Google Cloud Storage Library for Java (#32940)
  Remove unsupported Version.V_5_* (#32937)
2018-08-24 06:55:10 -04:00
Jim Ferenczi f4e9729d64
Remove unsupported Version.V_5_* (#32937)
This change removes the es 5x version constants and their usages.
2018-08-24 09:51:21 +02:00
Martijn van Groningen 82592dda5a
Merge remote-tracking branch 'es/master' into ccr
* es/master: (62 commits)
  [DOCS] Add docs for Application Privileges (#32635)
  Add versions 5.6.12 and 6.4.1
  Do NOT allow termvectors on nested fields (#32728)
  [Rollup] Return empty response when aggs are missing (#32796)
  [TEST] Add some ACL yaml tests for Rollup (#33035)
  Move non duplicated actions back into xpack core (#32952)
  Test fix - GraphExploreResponseTests should not randomise array elements Closes #33086
  Use `addIfAbsent` instead of checking if an element is contained
  TESTS: Fix Random Fail in MockTcpTransportTests (#33061)
  HLRC: Fix Compile Error From Missing Throws (#33083)
  [DOCS] Remove reload password from docs cf. #32889
  HLRC: Add ML Get Buckets API (#33056)
  Watcher: Improve error messages for CronEvalTool (#32800)
  Search: Support of wildcard on docvalue_fields (#32980)
  Change query field expansion (#33020)
  INGEST: Cleanup Redundant Put Method (#33034)
  SQL: skip uppercasing/lowercasing function tests for AZ locales as well (#32910)
  Fix the default pom file name (#33063)
  Switch ml basic tests to new style Requests (#32483)
  Switch some watcher tests to new style Requests (#33044)
  ...
2018-08-24 12:22:11 +07:00
Nik Everett 0cc99d270c
Switch ml basic tests to new style Requests (#32483)
In #29623 we added `Request` object flavored requests to the low level
REST client and in #30315 we deprecated the old `performRequest`s. This
changes all calls in the `x-pack/qa/ml-basic-multi-node` project to use
the new versions.
2018-08-22 14:23:43 -04:00
Alpar Torok 82d10b484a
Run forbidden api checks with runtimeJavaVersion (#32947)
Run forbidden APIs checks with runtime hava version
2018-08-22 09:05:22 +03:00
Nik Everett 2c81d7f77e
Build: Rework shadow plugin configuration (#32409)
This reworks how we configure the `shadow` plugin in the build. The major
change is that we no longer bundle dependencies in the `compile` configuration,
instead we bundle dependencies in the new `bundle` configuration. This feels
more right because it is a little more "opt in" rather than "opt out" and the
name of the `bundle` configuration is a little more obvious.

As an neat side effect of this, the `runtimeElements` configuration used when
one project depends on another now contains exactly the dependencies needed
to run the project so you no longer need to reference projects that use the
shadow plugin like this:

```
testCompile project(path: ':client:rest-high-level', configuration: 'shadow')
```

You can instead use the much more normal:

```
testCompile "org.elasticsearch.client:elasticsearch-rest-high-level-client:${version}"
```
2018-08-21 20:03:28 -04:00
Nik Everett fcf8cadd9a
Switch some x-pack tests to new style Requests (#32500)
In #29623 we added `Request` object flavored requests to the low level
REST client and in #30315 we deprecated the old `performRequest`s. This
changes all calls in the `x-pack/qa/audit-tests`,
`x-pack/qa/ml-disabled`, and `x-pack/qa/multi-node` projects to use the
new versions.
2018-08-21 14:48:53 -04:00
Jason Tedor 28d12b05b7
Move ML tests to be sub-projects of ML (#33026)
This commit moves the ML QA tests to be a sub-project of ML. The purpose
of this refactoring is to enable ML developers to run
:x-pack:plugin:ml:check and run the vast majority of a ML tests with a
single command (this still does not contain the ML REST tests, nor the
upgrade tests). This simplifies local development for faster iteration.
2018-08-21 12:23:21 -04:00
Benjamin Trent 3f91bbfa6b
[ML] Allowing _close to accept body payloads for options (#32989) (#33000) 2018-08-21 08:08:26 -05:00
Jason Tedor b08d02e3b7
Implement CCR licensing (#33002)
This commit implements licensing for CCR. CCR will require a platinum
license, and administrative endpoints will be disabled when a license is
non-compliant.
2018-08-20 23:33:18 -04:00
Jason Tedor 9050c7e846
Generalize remote license checker (#32971)
Machine learning has baked a remote license checker for use in checking
license compatibility of a remote license. This remote license checker
has general usage for any feature that relies on a remote cluster. For
example, cross-cluster replication will pull changes from a remote
cluster and require that the local and remote clusters have platinum
licenses. This commit generalizes the remote cluster license check for
use in cross-cluster replication.
2018-08-20 15:33:29 -04:00
Alpar Torok 4b34b3f4aa
Set forbidden APIs target compatibility to compiler java version (#32935)
Set forbidden apis target compatibility to compiler version

Fix outstanding deprecation
2018-08-20 09:27:02 +03:00
Benjamin Trent 9cec4aa14b
[ML] fix updating opened jobs scheduled events (#31651) (#32881)
* ML: fix updating opened jobs scheduled events (#31651)

* Adding UpdateParamsTests license header

* Adding integration test and addressing PR comments

* addressing test and job names
2018-08-17 07:21:17 -05:00
David Roberts 5ba04e23fc
[ML] Add log structure finder functionality (#32788)
This change adds a library to ML that can be used to deduce a log
file's structure given only a sample of the log file.

Eventually this will be used to add an endpoint to ML to make the
functionality available to end users, but this will follow in a
separate change.

The functionality is split into a library so that it can also be
used by a command line tool without requiring the command line
tool to include all server code.
2018-08-15 18:04:21 +01:00
Lee Hinman 48281ac5bc
Use generic AcknowledgedResponse instead of extended classes (#32859)
This removes custom Response classes that extend `AcknowledgedResponse` and do nothing, these classes are not needed and we can directly use the non-abstract super-class instead.

While this appears to be a large PR, no code has actually changed, only class names have been changed and entire classes removed.
2018-08-15 08:06:14 -06:00
Ed Savage 8ce1ab3ed9
[ML] Removing old per-partition normalization code (#32816)
[ML] Removing old per-partition normalization code

Per-partition normalization is an old, undocumented feature that was
never used by clients. It has been superseded by per-partition maximum
scoring.

To maintain communication compatibility with nodes prior to 6.5 it is
necessary to maintain/cope with the old wire format
2018-08-15 13:13:32 +01:00
Ed Savage d147cd72cc
[ML] Partition-wise maximum scores (#32748)
Added infrastructure to push through the 'person name field value' to
the normalizer process. This is required by the normalizer to retrieve
the maximum scores for individual partitions.
2018-08-13 10:31:17 +01:00
Benjamin Trent b08416b899
Clear Job#finished_time when it is opened (#32605) (#32755)
* Clear Job#finished_time when it is opened (#32605)

* not returning failure when Job#finished_time is not reset

* Changing error log string and source string
2018-08-10 13:52:00 -05:00
Dimitris Athanasiou c7b1ba33aa
[ML] Refactor ProcessCtrl into Autodetect and Normalizer builders (#32720)
This moves the helper functionality for creating the autodetect
and mormalizer processes into corresponding builders.
2018-08-10 17:28:20 +01:00
David Roberts ae0c303dad
Move icu4j and super-csv version numbers to versions file (#32769)
The upcoming ML log structure finder functionality will use these
libraries, and it makes sense to use the same versions that are
being used elsewhere in Elasticsearch.  This is especially true
with icu4j, which is pretty big.
2018-08-10 12:19:06 +01:00
Nicholas Knize e162127ff3 Upgrade to Lucene-7.5.0-snapshot-13b9e28f9d
The main feature is the inclusion of bkd backed geo_shape with
INTERSECT, DISJOINT, WITHIN bounding box and polygon query support.
2018-08-09 11:15:02 -05:00
Dimitris Athanasiou f30bb0ebf8
[ML] Remove multiple_bucket_spans (#32496)
This commit removes the never released multiple_bucket_spans
configuration parameter. This is now replaced with the new
multibucket feature that requires no configuration.
2018-08-02 11:25:56 +01:00
David Kyle 15679315e3
[ML] Rename JobProvider to JobResultsProvider (#32551) 2018-08-02 09:53:47 +01:00
Benjamin Trent 9fb790dcc3
[ML] Fix thread leak when waiting for job flush (#32196) (#32541) 2018-08-01 10:38:04 -05:00
Armin Braun 4b199dde8d
NETWORKING: Fix Netty Leaks by upgrading to 4.1.28 (#32511)
* Upgrade to `4.1.28` since the problem reported in #32487 is a bug in Netty itself (see https://github.com/netty/netty/issues/7337)
* Fixed other leaks in test code that now showed up due to fixes improvements in leak reporting in the newer version
* Needed to extend permissions for netty common package because it now sets a classloader at runtime after changes in 63bae0956a
* Adjusted forbidden APIs check accordingly
* Closes #32487
2018-08-01 02:34:58 +02:00
David Roberts 0afa265ac9
[ML] Consistent pattern for strict/lenient parser names (#32399)
Previously we had two patterns for naming of strict
and lenient parsers.

Some classes had CONFIG_PARSER and METADATA_PARSER,
and used an enum to pass the parser type to nested
parsers.

Other classes had STRICT_PARSER and LENIENT_PARSER
and used ternary operators to pass the parser type
to nested parsers.

This change makes all ML classes use the second of
the patterns described above.
2018-07-26 16:55:40 +01:00
Christoph Büscher 35ae87125d
Remove some dead code (#31993)
Removing some dead code or supressing warnings where apropriate. Most of the
time the variable tested for null is dereferenced earlier or never used before.
2018-07-26 17:12:51 +02:00
Tim Vernum 387c3c7f1d Introduce Application Privileges with support for Kibana RBAC (#32309)
This commit introduces "Application Privileges" to the X-Pack security
model.

Application Privileges are managed within Elasticsearch, and can be
tested with the _has_privileges API, but do not grant access to any
actions or resources within Elasticsearch. Their purpose is to allow
applications outside of Elasticsearch to represent and store their own
privileges model within Elasticsearch roles.

Access to manage application privileges is handled in a new way that
grants permission to specific application names only. This lays the
foundation for more OLS on cluster privileges, which is implemented by
allowing a cluster permission to inspect not just the action being
executed, but also the request to which the action is applied.
To support this, a "conditional cluster privilege" is introduced, which
is like the existing cluster privilege, except that it has a Predicate
over the request as well as over the action name.

Specifically, this adds
- GET/PUT/DELETE actions for defining application level privileges
- application privileges in role definitions
- application privileges in the has_privileges API
- changes to the cluster permission class to support checking of request
  objects
- a new "global" element on role definition to provide cluster object
  level security (only for manage application privileges)
- changes to `kibana_user`, `kibana_dashboard_only_user` and
  `kibana_system` roles to use and manage application privileges

Closes #29820
Closes #31559
2018-07-24 10:34:46 -06:00
Nik Everett e6b9f59e4e
Build: Shadow x-pack:protocol into x-pack:plugin:core (#32240)
This bundles the x-pack:protocol project into the x-pack:plugin:core
project because we'd like folks to consider it an implementation detail
of our build rather than a separate artifact to be managed and depended
on. It is now bundled into both x-pack:plugin:core and
client:rest-high-level. To make this work I had to fix a few things.

Firstly, I had to make PluginBuildPlugin work with the shadow plugin.
In that case we have to bundle only the `shadow` dependencies and the
shadow jar.

Secondly, every reference to x-pack:plugin:core has to use the `shadow`
configuration. Without that the reference is missing all of the
un-shadowed dependencies. I tried to make it so that applying the shadow
plugin automatically redefines the `default` configuration to mirror the
`shadow` configuration which would allow us to use bare project references
to the x-pack:plugin:core project but I couldn't make it work. It'd *look*
like it works but then fail for transitive dependencies anyway. I think
it is still a good thing to do but I don't have the willpower to do it
now.

Finally, I had to fix an issue where Eclipse and IntelliJ didn't properly
reference shadowed transitive dependencies. Neither IDE supports shadowing
natively so they have to reference the shadowed projects. We fix this by
detecting `shadow` dependencies when in "Intellij mode" or "Eclipse mode"
and adding `runtime` dependencies to the same target. This convinces
IntelliJ and Eclipse to play nice.
2018-07-24 11:53:04 -04:00
David Kyle 99426eb4f8
[ML] Extract persistent task methods from MlMetadata (#32319)
Move ML persistent task helper functions to the new class MlTasks
and remove MLMetadataField after moving the string constant to 
MlMetadata.
2018-07-24 15:22:57 +01:00
Christoph Büscher ff87b7aba4
Remove unnecessary warning supressions (#32250) 2018-07-23 11:31:04 +02:00
David Kyle ac960bfa6b
[ML] Use default request durability for .ml-state index (#32233)
The initial decision to use async durability was made a long time ago
for performance reasons. That argument no longer applies and we
prefer the safety of request durability.
2018-07-20 15:49:37 +01:00
Tim Vernum c32981db6b
Detect old trial licenses and mimic behaviour (#32209)
Prior to 6.3 a trial license default to security enabled. Since 6.3
they default to security disabled. If a cluster is upgraded from <6.3
to >6.3, then we detect this and mimic the old behaviour with respect
to security.
2018-07-20 10:09:28 +10:00
David Roberts 99c2a82c04
[ML] Move analyzer dependencies out of categorization config (#32123)
The ML config classes will shortly be moved to the X-Pack protocol
library to allow the ML APIs to be moved to the high level REST
client.  Dependencies on server functionality should be removed
from the config classes before this is done.

This change is entirely about moving code between packages.  It
does not add or remove any functionality or tests.
2018-07-17 15:01:12 +01:00
Armin Braun ed3b44fb4c
Handle TokenizerFactory TODOs (#32063)
* Don't replace Replace TokenizerFactory with Supplier, this approach was rejected in #32063 
* Remove unused parameter from constructor
2018-07-17 14:14:02 +02:00
David Roberts d2461643cd
[ML] Move open job failure explanation out of root cause (#31925)
When an ML job cannot be allocated to a node the exception
contained an explanation of why the job couldn't be
allocated to each node in the cluster.  For large clusters
this was not particularly easy to read and made the error
displayed in the UI look very scary.

This commit changes the structure of the error to an outer
ElasticsearchException with a high level message and an
inner IllegalStateException containing the detailed
explanation.  Because the definition of root cause is the
innermost ElasticsearchException the detailed explanation
will not be the root cause (which is what Kibana displays).

Fixes #29950
2018-07-13 08:57:33 +01:00
Nik Everett dcbb1154bf
HLRest: Move xPackInfo() to xPack().info() (#31905)
Originally I put the X-Pack info object into the top level rest client
object. I did that because we thought we'd like to squash `xpack` from
the name of the X-Pack APIs now that it is part of the default
distribution. We still kind of want to do that, but at least for now we
feel like it is better to keep the high level rest client aligned with
the other language clients like C# and Python. This shifts the X-Pack
info API to align with its json spec file.

Relates to #31870
2018-07-10 13:01:28 -04:00
Nik Everett fb27f3e7f0
HLREST: Add x-pack-info API (#31870)
This is the first x-pack API we're adding to the high level REST client
so there is a lot to talk about here!

= Open source

The *client* for these APIs is open source. We're taking the previously
Elastic licensed files used for the `Request` and `Response` objects and
relicensing them under the Apache 2 license.

The implementation of these features is staying under the Elastic
license. This lines up with how the rest of the Elasticsearch language
clients work.

= Location of the new files

We're moving all of the `Request` and `Response` objects that we're
relicensing to the `x-pack/protocol` directory. We're adding a copy of
the Apache 2 license to the root fo the `x-pack/protocol` directory to
line up with the language in the root `LICENSE.txt` file. All files in
this directory will have the Apache 2 license header as well. We don't
want there to be any confusion. Even though the files are under the
`x-pack` directory, they are Apache 2 licensed.

We chose this particular directory layout because it keeps the X-Pack
stuff together and easier to think about.

= Location of the API in the REST client

We've been following the layout of the rest-api-spec files for other
APIs and we plan to do this for the X-Pack APIs with one exception:
we're dropping the `xpack` from the name of most of the APIs. So
`xpack.graph.explore` will become `graph().explore()` and
`xpack.license.get` will become `license().get()`.

`xpack.info` and `xpack.usage` are special here though because they
don't belong to any proper category. For now I'm just calling
`xpack.info` `xPackInfo()` and intend to call usage `xPackUsage` though
I'm not convinced that this is the final name for them. But it does get
us started.

= Jars, jars everywhere!

This change makes the `xpack:protocol` project a `compile` scoped
dependency of the `x-pack:plugin:core` and `client:rest-high-level`
projects. I intend to keep it a compile scoped dependency of
`x-pack:plugin:core` but I intend to bundle the contents of the protocol
jar into the `client:rest-high-level` jar in a follow up. This change
has grown large enough at this point.

In that followup I'll address javadoc issues as well.

= Breaking-Java

This breaks that transport client by a few classes around. We've
traditionally been ok with doing this to the transport client.
2018-07-08 11:03:56 -04:00
Dimitris Athanasiou 49ba271bd8
[ML] Fix master node deadlock during ML daily maintenance (#31836)
This is the implementation for master and 6.x of #31691.
Native tests are changed to use multi-node clusters in #31757.

Relates #31683
2018-07-07 09:43:28 +01:00
Christoph Büscher bd1c513422
Reduce more raw types warnings (#31780)
Similar to #31523.
2018-07-05 15:38:06 +02:00
David Roberts 92de94c237
[ML] Don't treat stale FAILED jobs as OPENING in job allocation (#31800)
Job persistent tasks with stale allocation IDs used to always be
considered as OPENING jobs in the ML job node allocation decision.
However, FAILED jobs are not relocated to other nodes, which leads
to them blocking up the nodes they failed on after node restarts.
FAILED jobs should not restrict how many other jobs can open on a
node, regardless of whether they are stale or not.

Closes #31794
2018-07-05 13:26:17 +01:00
Dimitris Athanasiou 9c11bf1e12
[ML] Fix calendar and filter updates from non-master nodes (#31804)
Job updates or changes to calendars or filters may
result into updating the job process if it has been
running. To preserve the order of updates, process
updates are queued through the UpdateJobProcessNotifier
which is only running on the master node. All actions
performing such updates must run on the master node.

However, the CRUD actions for calendars and filters
are not master node actions. They have been submitting
the updates to the UpdateJobProcessNotifier even though
it might have not been running (given the action was
run on a non-master node). When that happens, the update
never reaches the process.

This commit fixes this problem by ensuring the notifier
runs on all nodes and by ensuring the process update action
gets the resources again before updating the process
(instead of having those resources passed in the request).

This ensures that even if the order of the updates
gets messed up, the latest update will read the latest
state of those resource and the process will get back
in sync.

This leaves us with 2 types of updates:

  1. updates to the job config should happen on the master
  node. This is because we cannot refetch the entire job
  and update it. We need to know the parts that have been changed.

  2. updates to resources the job uses. Those can be handled
  on non-master nodes but they should be re-fetched by the
  update process action.

Closes #31803
2018-07-05 13:14:12 +01:00
David Roberts 308e37f80e
[ML] Rate limit established model memory updates (#31768)
There is at most one model size stats document per bucket, but
during lookback a job can churn through many buckets very quickly.
This can lead to many cluster state updates if established model
memory needs to be updated for a given model size stats document.

This change rate limits established model memory updates to one
per job per 5 seconds.  This is done by scheduling the updates 5
seconds in the future, but replacing the value to be written if
another model size stats document is received during the waiting
period.  Updating the values in arrears like this means that the
last value received will be the one associated with the job in the
long term, whereas alternative approaches such as not updating the
value if a new value was close to the old value would not.
2018-07-04 13:56:32 +01:00
Hendrik Muhs e9f8442bee
[ML] Return statistics about forecasts as part of the jobsstats and usage API (#31647)
This change adds stats about forecasts, to the jobstats api as well as xpack/_usage. The following 
information is collected:

_xpack/ml/anomaly_detectors/{jobid|_all}/_stats:

 -  total number of forecasts
 -  memory statistics (mean/min/max)
 -  runtime statistics
 -  record statistics
 -  counts by status

_xpack/usage

 -  collected by job status as well as overall (_all):
     -  total number of forecasts
     -  number of jobs that have at least 1 forecast
     -  memory, runtime, record statistics
     -  counts by status

Fixes #31395
2018-07-04 08:15:45 +02:00