Commit Graph

5364 Commits

Author SHA1 Message Date
Ignacio Vera a677b63daa
Upgrade to lucene 8.5.1 release (#55229) (#55235)
Upgrade to lucene 8.5.1 release that contains a bug fix for a bug that might introduce index corruption when deleting data from an index that was previously shrunk.
2020-04-15 17:35:42 +02:00
Benjamin Trent 8ff2cbf1a3
[7.x] [ML] adding prediction_field_type to inference config (#55128) (#55230)
* [ML] adding prediction_field_type to inference config (#55128)

Data frame analytics dynamically determines the classification field type. This field type then dictates the encoded JSON that is written to Elasticsearch. 

Inference needs to know about this field type so that it may provide the EXACT SAME predicted values as analytics. 

Here is added a new field `prediction_field_type` which indicates the desired type. Options are: `string` (DEFAULT), `number`, `boolean` (where close_to(1.0) == true, false otherwise). 

Analytics provides the default `prediction_field_type` when the model is created from the process.
2020-04-15 09:45:22 -04:00
Armin Braun 2f91e2aab7
Fix Race in Snapshot Abort (#54873) (#55233)
We can be a little more efficient when aborting a snapshot. Since we know the new repository
data after finalizing the aborted snapshot when can pass it down to the snapshot completion listeners.
This way, we don't have to fork off to the snapshot threadpool to get the repository data when the listener completes and can directly submit the delete task with high priority straight from the cluster state thread.
2020-04-15 15:42:15 +02:00
Przemysław Witek b5fe565c89
Add log line that will help debug item failures during multi search request (#55220) (#55227) 2020-04-15 15:01:17 +02:00
Hendrik Muhs 9ec9866acb [Transform] simplify TransformConfigUpdate (#55224)
removes the unnecessary ToXContent method in TransformConfigUpdate
2020-04-15 13:22:50 +02:00
Yannick Welsch d1123281b1 Use unlimited cache size by default (#55218)
Sets the default cache size for searchable snapshots to unlimited, which, for testing purposes,
is a better default than the 1GB that we currently have.
2020-04-15 12:20:51 +02:00
David Kyle bdf0eab78d
[7.x] Fix non-deterministic behaviour in ModelLoadingServiceTests (#55008) (#55213) 2020-04-15 11:09:12 +01:00
Ioannis Kakavas 0f51934bcf
[7.x] Add support for more named curves (#55179) (#55211)
We implicitly only supported the prime256v1 ( aka secp256r1 )
curve for the EC keys we read as PEM files to be used in any
SSL Context. We would not fail when trying to read a key
pair using a different curve but we would silently assume
that it was using `secp256r1` which would lead to strange
TLS handshake issues if the curve was actually another one.

This commit fixes that behavior in that it
supports parsing EC keys that use any of the named curves
defined in rfc5915 and rfc5480 making no assumptions about
whether the security provider in use supports them (JDK8 and
higher support all the curves defined in rfc5480).
2020-04-15 12:33:40 +03:00
Dimitris Athanasiou 4000138105
[7.x][ML] Add debug logging for outlier detection stop and restart integ test (#55169) (#55202)
To understand the failures in #55068

Backport of #55169
2020-04-15 10:40:38 +03:00
Lee Hinman 36f6e542a2 Ignore ILM indices in the TerminalPolicyStep (#55184)
Prior to the change in #51631 indices were moved to the `TerminalPolicyStep` when their ILM actions
had completed. Once we switched ILM to stop in the last policy configured, these steps because
inaccessible from the policy's perspective. This meant that indices upgraded from ES prior to 7.7.0
could see the following error spammed in their logs every 10 minutes (by default) for every index in
this state:

```
[2020-04-14T15:52:23,764][ERROR][o.e.x.i.IndexLifecycleRunner] [midgar] current step [{"phase":"completed","action":"completed","name":"completed"}] for index [foo] with policy [full] is not recognized
```

This changes the runner to ignore these steps, which is what is desired anyway since the index is
already in the terminal phase.
2020-04-14 16:45:03 -06:00
Igor Motov 1754e50cbd
[7.x] Add analytics plugin usage stats to _xpack/usage (#54911) (#55162)
Adds analytics plugin usage stats to _xpack/usage.

Closes #54847
2020-04-14 17:03:14 -04:00
Mark Vieira ce85063653
[7.x] Re-add origin url information to publish POM files (#55173) 2020-04-14 13:24:15 -07:00
Albert Zaharovits 7f35b927d1
Preserve parent task id for ml transform (#55124)
This change ensures that internal client requests spawned by the
transform persistent task executor and that use the end user security
credentials, have the parent task id assigned. The objective here is
to permit auditing (as well as tracking for debugging purposes) of all
the end-user requests executed on its behalf by persistent tasks.
Because transform tasks already implements graceful shutdown of the
child tasks, this change does not interfere with that by opting out of
the persistent task cancellation of child tasks.

Relates #55046 #54943 #52314
Closes #54957
2020-04-14 18:43:47 +03:00
Andrei Dan d918ef0da9
[Tests] Enable searchable_snapshots for non-snapshot builds (#55151) (#55157)
Fixes https://github.com/elastic/elasticsearch/issues/55050

(cherry picked from commit 13391ceff1cbf6db69706c5f46127b6ff8850a1f)
Signed-off-by: Andrei Dan <andrei.dan@elastic.co>
2020-04-14 16:13:39 +01:00
Albert Zaharovits 5998486ce8
Refactor AuditTrail for TransportRequests instead of TransportMessage (#55141)
This commit refactors the `AuditTrail` to use the `TransportRequest` as a parameter
for all its audit methods, instead of the current `TransportMessage` super class.

The goal is to gain access to the `TransportRequest#parentTaskId` member,
so that it can be audited. The `parentTaskId` is used internally when spawning tasks
that handle transport requests; in this way tasks across nodes are related by the
same parent task.

Relates #52314
2020-04-14 16:53:59 +03:00
Yannick Welsch a610513ec7 Provide repository-level stats for searchable snapshots (#55051)
Provides basic repository-level stats that will allow us to get some insight into how many
requests are actually being made by the underlying SDK. Currently only tracks GET and LIST
calls for S3 repositories. Most of the code is unfortunately boiler plate to add a new endpoint
that will help us better understand some of the low-level dynamics of searchable snapshots.
2020-04-14 14:34:08 +02:00
Przemysław Witek d5bb574e1e
[7.x] Unassign DFA tasks in SetUpgradeModeAction (#54523) (#55143) 2020-04-14 14:09:02 +02:00
Igor Motov 8a669dc9b7
EQL: Add cascading search cancellation (#54843)
EQL search cancellation now propagates cancellation to underlying search
operations.

Relates to #49638
2020-04-14 08:06:02 -04:00
David Turner 87e8367ece Fix testCreateAndRestoreSearchableSnapshot (#55147)
Fixes a couple of related failures in SearchableSnapshotsIntegTests.

Firstly, we were not correctly accounting for the case where the cache was so
small that some/all files were read directly; fixed this by only asserting that
the cache is definitely used if the corresponding node has a cache that's large
enough to hold the whole index.

Secondly, we were not permitting shards to be completely empty, which might be
the case (rarely) if there were not many documents indexed and the distribution
of IDs was a bit unlucky; fixed this by asserting that we get stats for at
least one file for the whole index, rather than for each shard separately.

Closes #55126
2020-04-14 11:54:46 +01:00
Ioannis Kakavas 70cc1d57fb Mute failing test (#54734) 2020-04-14 10:18:33 +01:00
Mark Vieira cb58725164 Mute InferenceIngestIT.testPipelineIngest 2020-04-14 09:27:56 +01:00
debadair e8fa539bea
[DOCS] Removed obsolete warning about no way to securely store passwords (#55133) (#55140)
* [DOCS] Removed obsolete warning about no way to securely store passwords.

* Update x-pack/docs/en/watcher/actions/email.asciidoc

Co-Authored-By: James Rodewig <james.rodewig@elastic.co>
2020-04-13 21:38:32 -07:00
William Brafford 52bebec51f
NodeInfo response should use a collection rather than fields (#54460) (#55132)
This is a first cut at giving NodeInfo the ability to carry a flexible
list of heterogeneous info responses. The trick is to be able to
serialize and deserialize an arbitrary list of blocks of information. It
is convenient to be able to deserialize into usable Java objects so that
we can aggregate nodes stats for the cluster stats endpoint.

In order to provide a little bit of clarity about which objects can and
can't be used as info blocks, I've introduced a new interface called
"ReportingService."

I have removed the hard-coded getters (e.g., getOs()) in favor of a
flexible method that can return heterogeneous kinds of info blocks
(e.g., getInfo(OsInfo.class)). Taking a class as an argument removes the
need to cast in the client code.
2020-04-13 17:18:39 -04:00
Ryan Ernst ae14d1661e
Replace license check isAuthAllowed with isSecurityEnabled (#54547) (#55082)
The isAuthAllowed() method for license checking is used by code that
wants to ensure security is both enabled and available. The enabled
state is dynamic and provided by isSecurityEnabled(). But since security
is available with all license types, an check on the license level is
not necessary. Thus, this change replaces isAuthAllowed() with calling
isSecurityEnabled().
2020-04-13 12:26:39 -07:00
Benjamin Trent d32f6fed1d
[ML] inference only persist if there are stats (#54752) (#55121)
We needlessly send documents to be persisted. If there are no stats added, then we should not attempt to persist them.

Also, this PR fixes the race condition that caused issue:  https://github.com/elastic/elasticsearch/issues/54786
2020-04-13 14:03:05 -04:00
Igor Motov 51c6f69e02
[7.x] Add support for filters to T-Test aggregation (#54980) (#55066)
Adds support for filters to T-Test aggregation. The filters can be used to
select populations based on some criteria and use values from the same or
different fields.

Closes #53692
2020-04-13 12:28:58 -04:00
Jake Landis a2fafa6af4
[7.x] Lazy test cluster module and plugins (#54852) (#55087)
This change converts the module and plugin parameters
for testClusters to be lazy. Meaning that the values
are not resolved until they are actually used. This
removes the requirement to use project.afterEvaluate to
be able to resolve the bundle artifact.

Note - this does not completely remove the need for afterEvaluate
since it is still needed for the custom resource extension.
2020-04-13 10:53:35 -05:00
Igor Motov 6861295706
Further improve InternalTTestTests (#55081)
A small follow-up to #54910. Now that we can generated consistent set of
internal aggs to reduce, we no longer need to keep agg parameters as class
variables.

Related to #54910
2020-04-13 10:26:23 -04:00
Benjamin Trent c5c7ee9d73
[7.x] [ML] Start gathering and storing inference stats (#53429) (#54738)
* [ML] Start gathering and storing inference stats (#53429)

This PR enables stats on inference to be gathered and stored in the `.ml-stats-*` indices.

Each node + model_id will have its own running stats document and these will later be summed together when returning _stats to the user.

`.ml-stats-*` is ILM managed (when possible). So, at any point the underlying index could change. This means that a stats document that is read in and then later updated will actually be a new doc in a new index. This complicates matters as this means that having a running knowledge of seq_no and primary_term is complicated and almost impossible. This is because we don't know the latest index name.

We should also strive for throughput, as this code sits in the middle of an ingest pipeline (or even a query).
2020-04-13 08:15:46 -04:00
Ioannis Kakavas 7a8a66d9ae
[7.x] Fix ReloadSecureSettings API to consume password (#54771) (#55059)
The secure_settings_password was never taken into consideration in
the ReloadSecureSettings API. This commit fixes that and adds
necessary REST layer testing. Doing so, it also:

- Allows TestClusters to have a password protected keystore
so that it can be set for tests.
- Adds a parameter to the run task so that elastisearch can
be run with a password protected keystore from source.
2020-04-13 09:50:55 +03:00
Andrei Dan c0406f78b7
ILM add cluster update timeout on step retry (#54878) (#55022)
This commits adds a timeout when moving ILM back on to a failed step. In
case the master is struggling with processing the cluster update requests
these ones will expire (as we'll send them again anyway on the next ILM
loop run)

ILM more descriptive source messages for cluster updates

Use the configured ILM step master timeout setting

(cherry picked from commit ff6c5ed16616eadfcddd9c95317d370f0d126583)
Signed-off-by: Andrei Dan <andrei.dan@elastic.co>
2020-04-11 10:13:31 +01:00
Andrei Dan b8df265b42
[7.x] ILM use Priority.IMMEDIATE for stop ILM cluster update (#54909) (#55018)
* ILM use Priority.IMMEDIATE for stop ILM cluster update (#54909)

This changes the priority of the cluster state update that stops ILM
altogether to `IMMEDIATE`. We've chosen to change this as it can be useful to
temporarily stop ILM if a cluster is overwhelmed, but a `NORMAL`
priority can see the "stop ILM update" not make it up the tasks queue.

On the same note, we're keeping the `start ILM` cluster update priority
to `NORMAL` on purpose such that we only start `ILM` if the cluster can
handle it.

(cherry picked from commit d67df3a7cd2a8619c2c9efac4dde3ba83271f2fa)
Signed-off-by: Andrei Dan <andrei.dan@elastic.co>
2020-04-11 10:12:35 +01:00
Albert Zaharovits f22004a262
Preserve parent task id for data frame analytics (#55046)
This change makes sure that all internal client requests spawned by the
data frame analytics persistent task executor and that use the end user
security credentials, have the parent task id assigned. The objective here
is to permit auditing (as well as tracking for debugging purposes) of all
the end-user requests executed on its behalf by persistent tasks.
Because data frame analytics taks already implements graceful shutdown
of child tasks, this change does not interfere with it by opting out of
the persistent task cancellation of child tasks.

Relates #54943 #52314
2020-04-10 22:27:21 +03:00
Mark Vieira 5d4ddf9146
Fixes for IntelliJ IDEA 2020.1 support (#55077) 2020-04-10 11:57:48 -07:00
Nik Everett c00811f3a3
Make some agg tests easier to read (#54954) (#55079)
We added a fancy method to provide random realistic test data to the
reduction tests in #54910. This uses that to remove some of the more
esoteric machinations in the agg tests. This will marginally increase
the coverage of the serialiation tests and, more importantly, remove
some mysterious value generation code that only really made sense for
random reduction tests but was used all over the place. It doesn't, on
the other hand, make the tests shorter. Just *hopefully* more clear.

I only cleaned up a few tests this way. If we like this it'd probably be
worth grabbing others.
2020-04-10 14:15:30 -04:00
Luca Cavanna 93c39ad4e7 Async search: create internal index only before storing initial response (#54619)
We currently create the .async-search index if necessary before performing any action (index, update or delete). Truth is that this is needed only before storing the initial response. The other operations are either update or delete, which will anyways not find the document to update/delete even if the index gets created when missing. This also caused `testCancellation` failures as we were trying to delete the document twice from the .async-search index, once from `TransportDeleteAsyncSearchAction` and once as a consequence of the search task being completed. The latter may be called after the test is completed, but before the cluster is shut down and causing problems to the after test checks, for instance if it happens after all the indices have been cleaned up. It is totally fine to try to delete a response that is no longer found, but not quite so if such call will also trigger an index creation.

With this commit we remove all the calls to createIndexIfNecessary from the update/delete operation, and we leave one call only from storeInitialResponse which is where the index is expected to be created.

Closes #54180
2020-04-10 18:24:05 +02:00
Ross Wolf 96a903b17f
EQL: Add string function (#54470)
* EQL: Add string() function
* EQL: Reorder queryfolder_tests
* EQL: Add test queries
* EQL: Fix InternalEqlScriptUtils.string and test case
* EQL: Fix testStringFunctionWithText error message
* EQL: Flatten ToStringFunctionPipe.equals
* EQL: Reorder painless whitelist
* EQL: Address feedback and remove string(null) handling
* EQL: Move string(pid) test over
* EQL: Rename source -> value
2020-04-10 09:48:29 -06:00
Przemysław Witek 17101d86d9
[7.x] Do not execute ML CRUD actions when upgrade mode is enabled (#54437) (#55049) 2020-04-10 16:07:11 +02:00
Dimitrios Liappis b062535e27
Mute testSearchableSnapshotAction in TimeSeriesLifecycleActions tests (#55055)
Backport of #55052
Details in #55050
2020-04-10 16:03:09 +03:00
Jason Tedor a370668fcc
Clean up even more instances of "metaData"
We recently cleaned up the use of the word "metadata" across the
codebase. Even more additional uses have trickled in, likely from
in-progress work. This commit cleans up these last few additional
instances.

Relates #54519
2020-04-10 08:52:37 -04:00
Jason Tedor 9eeae59a83
Clarify available processors (#54907)
The use of available processors, the terminology, and the settings
around it have evolved over time. This commit cleans up some places in
the codes and in the docs to adjust to the current terminology.
2020-04-10 08:48:27 -04:00
Costin Leau a7e4f79e8f EQL: Deprecate lenient sequence declaration (#55032)
Deprecate alternative sequence parameter declaration (with then by)
Disallow lack of time units inside maxspan

Fix #55023
Relate #54680

(cherry picked from commit 201adafba9def1de4bf843760defb9def3394f63)
2020-04-10 10:30:07 +03:00
Marios Trivyzas bf0cadb602
SQL: Implement DATETIME_PARSE function for parsing strings (#54960) (#55035)
Implement DATETIME_PARSE(<datetime_str>, <pattern_str>) function
which allows to parse a datetime string according to the specified
pattern into a datetime object. The patterns allowed are those of
java.time.format.DateTimeFormatter.

Relates to #53714

(cherry picked from commit 3febcd8f3cdf9fdda4faf01f23a5f139f38b57e0)
2020-04-10 01:16:29 +02:00
Nhat Nguyen c9f8fb2dd0 Clear recent errors when auto-follow successfully (#54997)
Today, we do not clear the recent errors in AutoFollowCoordinator when 
we successfully auto-follow indices. This can lead to confusion for the
operators.
2020-04-09 14:35:16 -04:00
Albert Zaharovits f55a361b64
Preserve Task Id for ML Datafeed (#54943)
This change preserves the task id for internal requests for the `StartDatafeedPersistentTask`.

Task ids are a way to express a relationship between related internal requests.
In this particular case, the task ids are used for debugging and (soon) security auditing,
but not for task cancellation, because there is already a graceful-shutdown of child
internal requests (given a task id) in place.
2020-04-09 13:22:29 +03:00
Hendrik Muhs 223fbb2ae7 [Transform] fix sporadic test failure due to unavailable notif… (#54939)
move no initializing shards check before dumping audit messages

fixes #54810
2020-04-09 08:04:42 +02:00
Mark Vieira dd73a14d11
Improve total build configuration time (#54611) (#54994)
This commit includes a number of changes to reduce overall build
configuration time. These optimizations include:

- Removing the usage of the 'nebula.info-scm' plugin. This plugin
   leverages jgit to load read various pieces of VCS information. This
   is mostly overkill and we have our own minimal implementation for
   determining the current commit id.
- Removing unnecessary build dependencies such as perforce and jgit
   now that we don't need them. This reduces our classpath considerably.
- Expanding the usage lazy task creation, particularly in our
   distribution projects. The archives and packages projects create
   lots of tasks with very complex configuration. Avoiding the creation
   of these tasks at configuration time gives us a nice boost.
2020-04-08 16:47:02 -07:00
Andrei Stefan 85f129a50a
EQL: indexOf function implementation (#54543) (#54989)
(cherry picked from commit a4b1d6e52d9ba22d541dd86d69861b1efee83604)
2020-04-09 02:41:01 +03:00
Mark Vieira 1552f2fa3e
Enable searchable snapshots for release tests (#54987) 2020-04-08 14:41:03 -07:00
Mark Vieira 0fa8a14bcb
Mute SamlServiceProviderDocumentTests.testStreamRoundTripWithAllFields 2020-04-08 12:56:36 -07:00
Jay Modi 3600c9862f
Reintroduce system index APIs for Kibana (#54935)
This change reintroduces the system index APIs for Kibana without the
changes made for marking what system indices could be accessed using
these APIs. In essence, this is a partial revert of #53912. The changes
for marking what system indices should be allowed access will be
handled in a separate change.

The APIs introduced here are wrapped versions of the existing REST
endpoints. A new setting is also introduced since the Kibana system
indices' names are allowed to be changed by a user in case multiple
instances of Kibana use the same instance of Elasticsearch.

Relates #52385
Backport of #54858
2020-04-08 09:08:49 -06:00
Bogdan Pintea 8d6d7b88d8
SQL: drop BASE TABLE type in favour for just TABLE (#54836) (#54951)
* Drop BASE TABLE type in favour for just TABLE

This commit drops the table type 'BASE TABLE' and replaces all
occurences with just 'TABLE', since his type is wider-used and
friendlier to the client applications that query for certain table types
in their discovery mode.

The 'TABLE' type is also explicitely mentioned by the JDBC and ODBC
standards and although other data source-specific types are permitted,
older apps will not work well with them.

* Refactor table type constants out of IndexType

Move SQL_TABLE/_ALIAS out of IndexType, so that they can also be used in
that Enum definition.

(cherry picked from commit 70241b52697ac2cf71004040042123c1ec050299)
2020-04-08 16:02:12 +02:00
Marios Trivyzas 6afd60b082
SQL: Implement DATETIME_FORMAT function for date/time formatting (#54832) (#54942)
Implement DATETIME_FORMAT(<date/datetime/time>, ) function
which allows for formatting a timestamp to the specified format. The
patterns allowed as those of java.time.format.DateTimeFormatter.

Related to #53714

(cherry picked from commit 72be0b54a9299e87e785469cdc9aafac2a48c046)
2020-04-08 13:45:47 +02:00
David Turner 0d2195191d Allocate searchable snapshots with the balancer (#54889)
Today the shards of searchable snapshots are allocated with a naive
`ExistingShardsAllocator` which selects the first valid node for each shard.
Thanks to #54729 we can now allow these shards to fall through to the balanced
shards allocator so that they are allocated in a more balanced fashion.

Relates #50999
2020-04-08 10:02:42 +01:00
Ryan Ernst 37795d259a
Remove guava from transitive compile classpath (#54309) (#54695)
Guava was removed from Elasticsearch many years ago, but remnants of it
remain due to transitive dependencies. When a dependency pulls guava
into the compile classpath, devs can inadvertently begin using methods
from guava without realizing it. This commit moves guava to a runtime
dependency in the modules that it is needed.

Note that one special case is the html sanitizer in watcher. The third
party dep uses guava in the PolicyFactory class signature. However, only
calling a method on the PolicyFactory actually causes the class to be
loaded, a reference alone does not trigger compilation to look at the
class implementation. There we utilize a MethodHandle for invoking the
relevant method at runtime, where guava will continue to exist.
2020-04-07 23:20:17 -07:00
Aleksandr Maus d02f774cb6
EQL: implement cidrMatch function (#54186) (#54928)
Related to https://github.com/elastic/elasticsearch/issues/54132
2020-04-07 22:07:28 -04:00
Tal Levy 254d1e3543
[7.x] Create new `geo` module and migrate geo_shape registration (#53562) (#54924)
This commit introduces a new `geo` module that is intended
to be contain all the geo-spatial-specific features in server.

As a first step, the responsibility of registering the geo_shape
field mapper is moved to this module.

Co-authored-by: Nicholas Knize <nknize@gmail.com>
2020-04-07 16:30:58 -07:00
Aleksandr Maus de381271f1
EQL: implement stringContains function (#54380) (#54923) 2020-04-07 17:55:13 -04:00
Nik Everett ce7ae4a7d1
Remove pipline aggs from agg result tree (backport of #54716) (#54920)
This removes pipeline aggregators from the aggregation result tree
except for a single field used for backwards compatibility with pre-7.8
versions of Elasticsearch. That field isn't populated unless we are
serializing to pre-7.8 Elasticsearch. So, good news! We no longer build
pipeline aggregators on the data node. Most of the time.
2020-04-07 17:22:23 -04:00
Nik Everett 100f7258c7
Improve agg reduce tests (#54910) (#54914)
This allows subclasses of `InternalAggregationTestCase` to make a `List`
of values to reduce so that it can make values that are realistic
*together*. The first use of this is with `InternalTTest` which uses it
to make results that don't cause their `sum` field to wrap. It'd likely
be useful for a ton of other aggs but just one for now.
2020-04-07 17:22:04 -04:00
Aleksandr Maus 868798e4db
EQL: implement between function (#54277) (#54913) 2020-04-07 16:52:30 -04:00
Costin Leau 8b1e87cb61 EQL: Change query folding spec from new lines to ; (#54882)
The usage of blank lines as separator between tests can be tricky to
deal with in case of merges where such lines can be added by accident.
Further more counting non-consecutive lines is non-intuitive.
The tests have been aligned to use ; at the end of the query and
exceptions so that the presence or absence of empty lines is irrelevant.
The parsing of the spec has been changed to perform validation to not
allow invalid/incomplete specs to cause exceptions.

(cherry picked from commit 192ad88d3a51e1e1f1f82830526518720ec88217)
2020-04-07 21:57:06 +03:00
Tanguy Leroux b8d2b952b8 Only one of azure key or token can be specified in 3rd party tests (#54876)
#54803 introduces more QA tests for Azure storage service, but 
they fail the build is one of the key or token is missing. It should i
nstead work like repository-azure:qa tests.
2020-04-07 19:36:48 +02:00
Nik Everett faa687c0ae Fix InternalTTestTests
`testReduceRandom` was bumping up against the serialization that I added
in #54776. This makes it use random values that reduce in ways that
don't cause the randomized serialization to fail.
2020-04-07 11:51:54 -04:00
Larry Gregory 8c8baa10f4
[Backport] Add reserved_ml_user and reserved_ml_admin kibana p… (#54837)
* add reserved_ml_user and reserved_ml_admin kibana privileges

* address feedback, update dataframe roles

* fix checkstyle failure
2020-04-07 11:42:11 -04:00
Dimitris Athanasiou 9b4ac60b53
[7.x][ML] Cancel reindex task from correct thread context (#54874) (#54898)
When a data frame analytics job is stopped, if the reindexing
task was still in progress we cancel it. Cancelling it should
be done from the same context as when we executed the reindexing
task. That means from a thread context with ML origin.

Backport of #54874
2020-04-07 18:11:58 +03:00
Andrei Dan bbc57828c4
ILM fix retry delete action test (#54809) (#54895)
Asserting on the failed_step field from the explainAPI can produce flakiness
because the ILM state is moved back and forth between the (failing) step and
the ERROR step (as the workflow is retry, fail then move to ERROR step,
move back to the (failing) step,  retry, fail, etc) and the failed_step
information is only available whilst in the ERROR state.

Unmute other tests as they were collateral failures
A read-only index could not be deleted in the wipeCluster phase and caused
these failures

(cherry picked from commit 99a6d57aeb3cf11abc38b514f38a96bb1612e357)
Signed-off-by: Andrei Dan <andrei.dan@elastic.co>
2020-04-07 15:55:56 +01:00
Nik Everett 3c56e0de42
Fix scripted metric in ccs (backport of #54776) (#54888)
`scripted_metric` did not work with cross cluster search because it
assumed that you'd never perform a partial reduction, serialize the
results, and then perform a final reduction. That
serialized-after-partial-reduction step was broken.

This is also required to support #54758.
2020-04-07 10:43:00 -04:00
Ignacio Vera 076c199484
Add new point field. (#53804) (#54879)
This commit adds a new point field that is able to index arbitrary pair of values (x/y)
in the cartesian space. It only supports filtering using shape queries at the moment.
2020-04-07 15:28:50 +02:00
Tanguy Leroux 4d36917e52
Merge feature/searchable-snapshots branch into 7.x (#54803) (#54825)
This is a backport of #54803 for 7.x.

This pull request cherry picks the squashed commit from #54803 with the additional commits:

    6f50c92 which adjusts master code to 7.x
    a114549 to mute a failing ILM test (#54818)
    48cbca1 and 50186b2 that cleans up and fixes the previous test
    aae12bb that adds a missing feature flag (#54861)
    6f330e3 that adds missing serialization bits (#54864)
    bf72c02 that adjust the version in YAML tests
    a51955f that adds some plumbing for the transport client used in integration tests

Co-authored-by: David Turner <david.turner@elastic.co>
Co-authored-by: Yannick Welsch <yannick@welsch.lu>
Co-authored-by: Lee Hinman <dakrone@users.noreply.github.com>
Co-authored-by: Andrei Dan <andrei.dan@elastic.co>
2020-04-07 13:28:53 +02:00
David Roberts 8f2ddaee1a [TEST] Allow kb or mb for data frame analytics memory estimate (#54869)
This change is to support the switch from kb to mb being made in
https://github.com/elastic/ml-cpp/pull/1126
2020-04-07 11:28:29 +01:00
David Roberts df4ae79b41
[TEST] Unmute CategorizationIT.testNumMatchesAndCategoryPreference (#54868)
Should work again now that https://github.com/elastic/ml-cpp/issues/1121
is resolved.

Backport of #54768
2020-04-07 11:04:31 +01:00
Armin Braun 1039cae2cc
Fix Repository Consistency TODOs from SLM Tests (#54767) (#54860)
These TODOs don't apply any longer with the repository generation
now being tracked consistently so we can remove the workarounds.
2020-04-07 09:27:50 +02:00
Jim Ferenczi c7ff67ddef Preserve final response headers in asynchronous search (#54349)
This change adds the response headers of the original search request
in the stored response in order to be able to restore them when retrieving a result
from the async-search index. It also ensures that response headers are preserved for
users that retrieve a final response on a running search task.
Partial response can eventually return response headers too but this change only ensures
that they are present when the response if final.

Relates #33936
2020-04-07 08:37:03 +02:00
Jim Ferenczi d57a047ab7 Fix transport serialization of AsyncSearchUser (#54761)
This change ensures that the AsyncSearchUser is correctly (de)serialized when
an action executed by this user is sent to a remote node internally (via transport client).
2020-04-07 08:25:58 +02:00
Costin Leau 99846f47b7 QL: Introduce infrastructure for surrogate functions (#54795)
Some functions act as shortcuts for more verbose declarations (sometimes
with certain constraints). This PR removes the boilerplate around
declaring such functions as well as a dedicated rule for the optimizer
to perform the actual substitution.

Fix #54334

(cherry picked from commit 3231d01b0c583deb89252fafe84db48878da3246)
2020-04-07 00:46:50 +03:00
Costin Leau 36121117f0 EQL: Sequence/Join parsing and model (#54227)
Add parsing and (logical) domain model for sequence and join

(cherry picked from commit 9e9632d41a39877256c68634ab18e441f4b67fe8)
2020-04-06 23:15:35 +03:00
Igor Motov 1aa87cd4a9
EQL: Make EQL search task cancellable (#54598)
First step towards async search execution. At the moment we don't try to cancel
the underlying search requests, and just check if the task is canceled before
performing network operation (such as field caps and search)

Relates to #49638
2020-04-06 13:38:03 -04:00
Igor Motov 2794572a35
[7.x] Add Student's t-test aggregation support (#54469) (#54737)
Adds t_test metric aggregation that can perform paired and unpaired two-sample
t-tests. In this PR support for filters in unpaired is still missing. It will
be added in a follow-up PR.

Relates to #53692
2020-04-06 11:36:47 -04:00
Dimitris Athanasiou 0049e9467b
[7.x][ML] Fix node serialization on GET df-nalytics stats without id (#54808) (#54812)
Previously, the id of the `GetDataFrameAnalyticsStatsAction.Request`
could be `null` which caused NPE on serialization as `writeString`
is used (it doesn't accept null values).

This commit ensures the id is never null.

Closes #54807

Backport of #54808
2020-04-06 18:13:16 +03:00
David Kyle 03bc368c14
Wait for ML templates after creating a new cluster in TooManyJobsIT (#54801) 2020-04-06 13:45:56 +01:00
Dimitris Athanasiou ed4ef78330
[7.x][ML] Increase open job wait time in MlDistributedFailureIT (#54792) (#54798)
It seems the 20 seconds timeout is occasionally not enough.
We still get sporadic failures where the logs reveal the job
wasn't opened within 20 seconds. I'm increasing the wait time
to 30 seconds.

Closes #54448

Backport of #54792
2020-04-06 14:51:46 +03:00
Tim Vernum 30b01fe00d
Resolve SSO roles by pattern (#54777)
This changes a SamlServiceProvider to have a function that maps
from an "action-name" to set of role-names instead of a Map that does
so.

The on-disk representation of this mapping is a set of Java Regexp
Patterns, for which the first matching group is the role name.

For example "sso:(\w+)" would map any action that started with "sso:"
to the corresponding role name (e.g. "sso:superuser" -> "superuser").

Backport of: #54440
2020-04-06 14:10:30 +10:00
Jason Tedor b939b47b77
Add wire tests for get autoscaling decision objects
This commit adds wire serializing tests for the get autoscaling decision
request and response objects.
2020-04-05 21:34:36 -04:00
Jason Tedor 8f520f0a9c
Add wire tests to delete autoscaling policy request
This commit adds some wire serializing tests for delete autoscaling
policy requests.
2020-04-05 21:34:35 -04:00
Jason Tedor 98c4165348
Add wire tests for put autoscaling policy request
This commit adds some wire serializing tests for put autoscaling policy
requests.
2020-04-05 21:34:34 -04:00
Tim Vernum cf442aae38
Resolve SERVICE_UNAVAILABLE in IdP IntegTest (#54700)
The SamlIdentityProviderTests IntegTests would sometimes encounter a
service unavailable exception when registering a new service provider.

This change ensure that there is a data node, and that the cluster
state is recovered before registering providers

Backport of: #54622
2020-04-06 11:23:08 +10:00
Jason Tedor b2cd858f29
Return 404s when autoscaling policies do not exist (#54774)
This commit updates the autoscaling get and delete policy APIs to return
404s when the named policy does not exist.
2020-04-05 21:05:11 -04:00
Jason Tedor 184c038f59
Add get autoscaling policy API (#54762)
This commit adds the get autoscaling policy API.
2020-04-04 18:04:25 -04:00
Nhat Nguyen 73d24203e7 Handle no such remote cluster exception in ccr (#53415)
A remote client can throw a NoSuchRemoteClusterException while fetching
the cluster state from the leader cluster. We also need to handle that
exception when retrying to add a retention lease to the leader shard.

Closes #53225
2020-04-04 13:55:06 -04:00
Jason Tedor 2a94672c32
Separate autoscaling REST test cases
A couple of the autoscaling REST tests combine multiple tests into a
single REST test. This commit separates them in to single tests.
2020-04-04 10:21:21 -04:00
Jason Tedor d5a195ab3d
Rename the policies in put autoscaling REST tests
The autoscaling REST tests use policies named "hot" in their test
cases. Instead, this commit changes the name of these policies to
"my_autoscaling_policy".
2020-04-04 10:14:11 -04:00
Jason Tedor 79c72cd398
Migrate common autoscaling test code to base class
This commit moves some code repeated in a few autoscaling tests related
to writeable and x-content registries to the autoscaling tests base
class.
2020-04-04 09:57:20 -04:00
Jason Tedor dd99e6d951
Simplify name of delete autoscaling policy handler
The name here is unnecessarily long, containing the word "action" when
it does not need to. This commit simplifies the name.
2020-04-03 21:46:48 -04:00
Ross Wolf 022f829d84
EQL: Add wildcard function (#54020)
* EQL: Add wildcard function
* EQL: Cleanup Wildcard.getArguments
* EQL: Cleanup Wildcard and rearrange methods
* EQL: Wildcard newline lint
* EQL: Make StringUtils function final
* EQL: Make Wildcard.asLikes return ScalarFunction
* QL: Restore BinaryLogic.java
* EQL: Add Wildcard PR feedback
* EQL: Add Wildcard verification tests
* EQL: Switch wildcard to isFoldable test
* EQL: Change wildcard test to numeric field
* EQL: Remove Wildcard.get_arguments
2020-04-03 10:15:43 -06:00
Ioannis Kakavas 8e255337f8
Fix SamlServiceProviderDocumentTests (#54718) (#54723)
Don't assume byte for byte equality because internal structures
 do not guarantee order
2020-04-03 18:46:36 +03:00
Christoph Büscher 8c9ac14a98
Rename field name constants in AbstractBuilderTestCase (#53234)
Some field name constants were not updaten when we moved from "string" to "text"
and "keyword" fields. Renaming them makes it easier and faster to know which
field type is used in test subclassing this base test case.
2020-04-03 17:28:22 +02:00
David Roberts 470aa9a5f1 [TEST] Mute CategorizationIT.testNumMatchesAndCategoryPreference (#54717)
The test results are affected by the off-by-one error that is
fixed by https://github.com/elastic/ml-cpp/pull/1122

This test can be unmuted once that fix is merged and has been
built into ml-cpp snapshots.
2020-04-03 14:40:47 +01:00
Dimitris Athanasiou e8c0351fd8
[7.x][ML] Allow force stopping failed and stopping DF analytics (#54650) (#54712)
Force stopping a failed job used to work but it
now puts the job in `stopping` state and hangs.
In addition, force stopping a `stopping` job is
not handled.

This commit addresses those issues with force
stopping data frame analytics. It inlines the
approach with that followed for anomaly detection
jobs.

Backport of #54650
2020-04-03 16:08:06 +03:00
Maria Ralli aa697346c4 Remove Xlint exclusions from gradle files (part 2)
Backport of #54576.

This commit is part of issue #40366 to remove disabled Xlint warnings
from gradle files. Remove the Xlint exclusions from the following files:

- x-pack/plugin/rollup/build.gradle
- x-pack/plugin/monitoring/build.gradle
- x-pack/qa/rolling-upgrade-basic/build.gradle

Add type parameters to parameterized types. Add wildcard-type parameters
or bounded wildcard-type parameters. Suppress `unchecked` and `rawtypes`
warnings at method level.
2020-04-03 12:15:42 +01:00
Christoph Büscher 9f22c0d37c Fix Eclipse compile problem in ModelLoadingService (#54670)
Current Eclipse 4.14.0 cannot deal with the direct lambda notation, changing to
an exlicite one.
2020-04-03 11:56:30 +02:00
Julie Tibshirani 5fb7602227
Disallow changing 'enabled' on the root mapper. (#54681)
In #33933 we disallowed changing the `enabled` parameter in object mappings.
However, the fix didn't cover the root object mapper. This PR adjusts the change
to also include the root mapper and clarifies the error message.
2020-04-02 15:28:48 -07:00
Benjamin Trent 6e73f67f3b
[ML] unmute categorization test for native backport (#54679) 2020-04-02 17:08:19 -04:00
Benjamin Trent 7fe38935f6
[ML] add training_percent to analytics process params (#54605) (#54678)
This adds training_percent parameter to the analytics process for Classification and Regression. This parameter is then used to give more accurate memory estimations.

See native side pr: elastic/ml-cpp#1111
2020-04-02 17:08:06 -04:00
Nik Everett 54ea4f4f50 Begin to drop pipeline aggs from the result tree (backport of #54311) (#54659)
Removes pipeline aggregations from the aggregation result tree as they
are no longer used. This stops us from building the pipeline aggregators
at all on data nodes except for backwards compatibility serialization.
This will save a tiny bit of space in the aggregation tree which is
lovely, but the biggest benefit is that it is a step towards simplifying
pipeline aggregators.

This only does about half of the work to remove the pipeline aggs from
the tree. Removing all of it would, well, double the size of the change
and make it harder to review.
2020-04-02 16:45:12 -04:00
Benjamin Trent 4a1610265f
[7.x] [ML] add new inference_config field to trained model config (#54421) (#54647)
* [ML] add new inference_config field to trained model config (#54421)

A new field called `inference_config` is now added to the trained model config object. This new field allows for default inference settings from analytics or some external model builder.

The inference processor can still override whatever is set as the default in the trained model config.

* fixing for backport
2020-04-02 12:25:10 -04:00
Jason Tedor 2113c1ffb6
Fix autoscaling internal cluster release tests
This commit addresses an issue with the autoscaling feature flag not
being registered in release builds of the internal cluster tests. This
commit addresses this by enabling the system property that is needed,
but only in release builds.
2020-04-02 11:48:02 -04:00
Benjamin Trent 65233383f6
[7.x] [ML] prefer secondary authorization header for data[feed|frame] authz (#54121) (#54645)
* [ML] prefer secondary authorization header for data[feed|frame] authz (#54121)

Secondary authorization headers are to be used to facilitate Kibana spaces support + ML jobs/datafeeds.

Now on PUT/Update/Preview datafeed, and PUT data frame analytics the secondary authorization is preferred over the primary (if provided).

closes https://github.com/elastic/elasticsearch/issues/53801

* fixing for backport
2020-04-02 11:20:25 -04:00
Zachary Tong 20d67720aa
Refactor Percentiles/Ranks aggregation builders and factories (#51887) (#54537)
- Consolidates HDR/TDigest factories into a single factory
- Consolidates most HDR/TDigest builder into an abstract builder
- Deprecates method(), compression(), numSigFig() in favor of a new
unified PercentileConfig object
- Disallows setting algo options that don't apply to current algo

The unified config method carries both the method and algo-specific
setting. This provides a mechanism to reject settings that apply
to the wrong algorithm.  For BWC the old methods are retained
but marked as deprecated, and can be removed in future versions.

Co-authored-by: Mark Tozzi <mark.tozzi@gmail.com>

Co-authored-by: Mark Tozzi <mark.tozzi@gmail.com>
2020-04-02 10:39:41 -04:00
Jason Tedor 7467cc04ec
Remove toXContent from autoscaling request classess (#54643)
These methods are not needed, we were only following a pattern in the
rest of the codebase, but it's legacy from the HLRC sharing
request/response objects with the server.
2020-04-02 10:30:20 -04:00
David Roberts 4b4800e096
[ML] Take more care that normalize processes use unique named pipes (#54641)
When one of ML's normalize processes fails to connect to the JVM
quickly enough and another normalize process for the same job
starts shortly afterwards it is possible that their named pipes
can get mixed up.

This change avoids the risk of that by adding an incrementing
counter value into the named pipe names used for normalize
processes.

Backport of #54636
2020-04-02 14:25:31 +01:00
Benjamin Trent eb31be0e71
[7.x] [ML] add num_matches and preferred_to_categories to category defintion objects (#54214) (#54639)
* [ML] add num_matches and preferred_to_categories to category defintion objects (#54214)

This adds two new fields to category definitions.

- `num_matches` indicating how many documents have been seen by this category
- `preferred_to_categories` indicating which other categories this particular category supersedes when messages are categorized.

These fields are only guaranteed to be up to date after a `_flush` or `_close`

native change: https://github.com/elastic/ml-cpp/pull/1062

* adjusting for backport
2020-04-02 09:09:19 -04:00
Jason Tedor 54ecb009bb
Add delete autoscaling policy API (#54601)
This commit adds an API for deleting autoscaling policies.
2020-04-02 09:05:12 -04:00
Aleh Zasypkin 161eac1942
[7.x] Switch to the most recent Kibana configuration format and SAML/OIDC endpoints. (#54624) 2020-04-02 11:59:11 +02:00
Martijn Laarman 0ed20cc349 Rename cat.transform => cat.transforms (#54438)
* Rename cat.transform => cat.transforms

To match the url.

We typically prefer singular url nouns but _cat tends to use plural and
this API does in fact uses `/_cat/transforms`

* also rename the api in the spec and tests

(cherry picked from commit c495d220ac8fedba7f70f82387cd6d6a672b8b14)
2020-04-02 09:40:51 +02:00
Tim Vernum c40ec6a577
Turn on trace logging for failing test (#54623)
SamlIdentityProviderTests is failing with 409 conflicts that have not
been reproducible outside of CI.
This change turn on additional logging in this test to determine why
these conflict occur.

Relates: #54423
Backport of: #54475
2020-04-02 16:15:12 +11:00
Russ Cam 2978024375 Update rest API specs (#54252)
This commit updates the rest API specs to validate against a
JSON schema for the specifications. Most updates are to add
a description, whilst others fix typos and unify conventions
e.g. deprecations, descriptions, urls starting with /. The schema
conforms to draft-07 JSON schema.

(cherry picked from commit da37e01d32f9764c3937736ef0c7d3ab40af9a77)
2020-04-02 10:53:32 +10:00
Russ Cam a2f59a2744 Add hidden value to expand_wildcards params (#54551)
This commit adds the hidden enum value to
all expand_wildcards params

(cherry picked from commit 581b8cdabe11444105edb62226b439ba4c7e908a)
2020-04-02 09:01:20 +10:00
William Brafford 958e9d1b78
Refactor nodes stats request builders to match requests (#54363) (#54604)
* Refactor nodes stats request builders to match requests (#54363)

* Remove hard-coded setters from NodesInfoRequestBuilder

* Remove hard-coded setters from NodesStatsRequest

* Use static imports to reduce clutter

* Remove uses of old info APIs
2020-04-01 17:03:04 -04:00
Jason Tedor fd729a6509
Fix the name of an autoscaling policy test
The test name says it is testing the put autoscaling decision API, but
that is not right, since no such API exists (nor will exist). This
commit corrects the name of this test to reflect the fact that the test
is about the put autoscaling policy API.
2020-04-01 16:36:47 -04:00
Mayya Sharipova bf4857d9e0
Search hit refactoring (#41656) (#54584)
Refactor SearchHit to have separate document and meta fields.
This is a part of bigger refactoring of issue #24422 to remove
dependency on MapperService to check if a field is metafield.

Relates to PR: #38373
Relates to issue #24422

Co-authored-by: sandmannn <bohdanpukalskyi@gmail.com>
2020-04-01 15:19:00 -04:00
Jason Tedor 8ed1a6cdb6
Use List.of convenience methods in 7.x autoscaling
We do not have access to JDK 9 collection convenience methods in 7.x
because we are compatible with JDK 8 there. Yet, we have recently added
a substitute for these convenience methods that even delegate to the
right places when running on JDK 9, to make backporting easier. This
commit utilizes these new methods in the autoscaling codebase.
2020-04-01 12:17:56 -04:00
Ioannis Kakavas c9ffa379ba
[7.x] Add end to end QA authentication test (#54215) (#54567)
Use the same ES cluster as both an SP and an IDP and perform
IDP initiated and SP initiated SSO. The REST client plays the role
of both the Cloud UI and Kibana in these flows

Backport of #54215

* fix compilation issues
2020-04-01 18:35:21 +03:00
Jason Tedor a039f45604
Fix autoscaling metadata not adding X-Pack mix-in
This commit addresses an issue with the autoscaling metadata not
implementing a required interface, used in the feature aware checks.
2020-04-01 08:42:01 -04:00
Jason Tedor f670ae0bc8
Introduce autoscaling policies (#54473)
This commit is the first in a series of commits that introduces
autoscaling policies, and APIs for working with them. For now, we
introduce the basic infrastructure, and a single API for putting an
autoscaling policy. We will follow in rapid succession with APIs for
getting, and deleting autoscaling policies.
2020-04-01 08:12:26 -04:00
Przemysław Witek 1fe2705826
Skip daily maintenance activity if upgrade mode is enabled (#54565) (#54571) 2020-04-01 13:29:34 +02:00
Ioannis Kakavas 1cff6897f3
Add error message in JSON response (#54389) (#54562)
When the SAML authentication is not successful, we return a SAML
Response with a status that indicates a failure. This commit adds
an error message in the REST API response along with the SAML
Response XML string so that the caller of the API can identify
that this is an unsuccessful response without needing to parse the
XML.
2020-04-01 13:02:52 +03:00
Luca Cavanna d75571ff0f [TEST] rename AsyncSearchActionTests to IT and move it out of unit tests (#54520)
`AsyncSearchActionTests` currently fails quite often. That is since the introduction of `RestSubmitAsyncSearchActionTests` which indirectly manipulates the channels being tracked in `RestCancellableNodeClient`. There are channels left in the map after `RestSubmitAsyncSearchActionTests`  is run, and later `AsyncSearchActionTests` checks that there are no channels in the map which makes each test method fail. This is particularily hard to reproduce as the order in which tests are run appears to be platform dependent.

The test cluster assertion that there are no channels in the map only makes sense in the context of internal cluster tests, while there may be collisions with unit tests that register http channels as part of their testing.

This can be solved by renaming `AsyncSearchActionTests` to `AsyncSearchActionIT`. This way it won't be run as part of unit tests but rather within another JVM where the number of channels is `0` and such assumption holds, because there are no expected manual manipulation of the channels.

Relates to #54180
2020-04-01 11:23:27 +02:00
Ioannis Kakavas 74eeecf91b
Fix testGenerateAndSignMetadata in FIPS mode (#54115) (#54387)
BC provider throws different error message on signature
validation failure
2020-04-01 12:04:20 +03:00
Jason Tedor 63e5f2b765
Rename META_DATA to METADATA
This is a follow up to a previous commit that renamed MetaData to
Metadata in all of the places. In that commit in master, we renamed
META_DATA to METADATA, but lost this on the backport. This commit
addresses that.
2020-03-31 17:30:51 -04:00
Jason Tedor 5fcda57b37
Rename MetaData to Metadata in all of the places (#54519)
This is a simple naming change PR, to fix the fact that "metadata" is a
single English word, and for too long we have not followed general
naming conventions for it. We are also not consistent about it, for
example, METADATA instead of META_DATA if we were trying to be
consistent with MetaData (although METADATA is correct when considered
in the context of "metadata"). This was a simple find and replace across
the code base, only taking a few minutes to fix this naming issue
forever.
2020-03-31 17:24:38 -04:00
Zachary Tong c9db2de41d
[7.x] Comprehensively test supported/unsupported field type:agg combinations (#54451)
* Comprehensively test supported/unsupported field type:agg combinations (#52493)

This adds a test to AggregatorTestCase that allows us to programmatically
verify that an aggregator supports or does not support a particular
field type.  It fetches the list of registered field type parsers,
creates a MappedFieldType from the parser and then attempts to run
a basic agg against the field.

A supplied list of supported VSTypes are then compared against the
output (success or exception) and suceeds or fails the test accordingly.

Co-Authored-By: Mark Tozzi <mark.tozzi@gmail.com>
* Skip fields that are not aggregatable

* Use newIndexSearcher() to avoid incompatible readers (#52723)

Lucene's `newSearcher()` can generate readers like ParallelCompositeReader
which we can't use.  We need to instead use our helper `newIndexSearcher`
2020-03-31 14:35:03 -04:00
David Roberts b8f06df53f
[ML] Fix bug, add tests, improve estimates for estimate_model_memory (#54508)
This PR:

1. Fixes the bug where a cardinality estimate of zero could cause
   a 500 status
2. Adds tests for that scenario and a few others
3. Adds sensible estimates for the cases that were previously TODO

Backport of #54462
2020-03-31 17:59:38 +01:00
David Kyle 9150e77269
[7.x] Remove unused environment from anomaly detector classes (#54399) (#54456) 2020-03-31 16:55:37 +01:00
Dimitris Athanasiou e4230c533c
[7.x][ML] Move DFA MemoryUsage to stats.common pkg (#54492) (#54512)
This belongs in stats.common

Backport of #54492
2020-03-31 18:36:05 +03:00
Andrei Stefan 977302e46c
EQL: startsWith and endsWith functions implementation (#54504)
* EQL: startsWith function implementation (#54400)

(cherry picked from commit 666719fcfc40f6fc0535609577791369123320ab)

* EQL: endsWith function implementation (#54442)

(cherry picked from commit 554a4c8ef04b67eed107d29b57185e9af25d9d4f)
2020-03-31 18:06:03 +03:00
Dimitris Athanasiou 6d96ca9bc8
[7.x][ML] Reenable classification and regression integ tests (#54489) (#54494)
Relates #54401

Backport of #54489
2020-03-31 17:50:08 +03:00
Andrei Stefan 364ea0a3c0
EQL: Length function implementation (#54209) (#54490)
(cherry picked from commit 18493467e55e014be2c9e0ebdf734e9d7fc4beaa)
2020-03-31 16:49:18 +03:00
Ioannis Kakavas 349293da6d
Mute failing test (#54446) (#54487)
see #54445
2020-03-31 15:56:10 +03:00
Tim Vernum a0853628cd
Add wildcard service providers to IdP (#54477)
This adds the ability for the IdP to define wildcard service
providers in a JSON file within the ES node's config directory.

If a request is made for a service provider that has not been
registered, then the set of wildcard services is consulted. If the
SP entity-id and ACS match one of the wildcard patterns, then a
dynamic service provider is defined from the associated mustache
template.

Backport of: #54148
2020-03-31 16:53:13 +11:00
Jason Tedor 5d760051a9
Clarify autoscaling feature flag registration (#54427)
This commit clarifies the autoscaling feature flag registration system
property. The intention is that this system property is:
 - unset in snapshot builds
 - unset, true, or false in release builds
 - in release builds, unset behaves the same as false
 - therefore, we only register the enabled flag if the build is a
   snapshot build, or the build is a release build and the system
   property is set to true

This commit clarifies that intention, and removed a confusion situation
where the AUTOSCALING_FEATURE_FLAG_REGISTERED field would be set to
false in a snapshot build, even though we were going to register the
setting.
2020-03-30 21:37:25 -04:00
Ross Wolf d11e977b1f
EQL: Use In from QL (#53244)
* EQL: Use In from QL
* EQL: Add more In tests
* EQL: Test In duplicates
* EQL: Add test for In mixed types
* EQL: Copy In translation to QL
* SQL: Use InComparisons from QL
* EQL: Remove boost checks from QueryFolderOkTests
* QL: Add TranslatorHandler.convert
2020-03-30 15:19:23 -06:00
Dimitris Athanasiou b4b54efa73
[7.x][ML] Hyperparameter names should match config (#54401) (#54435)
Java side of elastic/ml-cpp#1096

Backport of #54401
2020-03-30 23:32:40 +03:00
Ryan Ernst c9421594bf
Remove allowTrial flag in license checking (#54293)
The allowTrial flag is always true, since trial licenses act as though
everything is licensed. This commit removes the allowTrial flag in
license checking helper methods.
2020-03-30 12:22:38 -07:00
Nik Everett e58ad9fed3
Clean up how pipeline aggs check for multi-bucket (backport of #54161) (#54379)
Pipeline aggregations like `stats_bucket`, `sum_bucket`, and
`percentiles_bucket` only operate on buckets that have multiple buckets.
This adds support for those aggregations to `geo_distance`, `ip_range`,
`auto_date_histogram`, and `rare_terms`.

This all happened because we used a marker interface to mark compatible
aggs, `MultiBucketAggregationBuilder` and it was fairly easy to forget
to implement the interface.

This replaces the marker interface with an abstract method in
`AggregationBuilder`, `bucketCardinality` which makes you return `NONE`,
`ONE`, or `MANY`. The `bucket` aggregations can check for `MANY`. At
this point `ONE` and `NONE` amount to about the same thing, but I
suspect that'll be a useful distinction when validating bucket sorts.

Closes #53215
2020-03-30 10:44:55 -04:00
Jason Tedor 39b3010578
Add node local storage deprecation check (#54383)
The node.local_storage setting has been deprecated and will be removed
in 8.0.0. This commit adds a deprecation check to 7.x.
2020-03-30 10:23:43 -04:00
Christoph Büscher 67b9b68c66 [Docs] Add HLRC Async Search API documentation (#54353)
Adds documentation and a corresponding test case containing typical API usage
for the Async Search API to the High Level Rest Client.
2020-03-30 15:37:22 +02:00
Przemysław Witek 3c604da7f6
[7.x] Create an annotation when a model snapshot is stored (#53783) (#54405) 2020-03-30 15:17:08 +02:00
Benjamin Trent 374e76d7cd
[Transform] fixing naming in HLRC and _cat to match API content (#54300) (#54408)
Fixing the naming of the HLRC values to match the ToXContent field names (i.e. the field names returned from an API call).

Also fixes the names in the _cat API as well.

closes #53946
2020-03-30 08:57:02 -04:00
Martijn van Groningen 4b4fbc160d
Refactor AliasOrIndex abstraction. (#54394)
Backport of #53982

In order to prepare the `AliasOrIndex` abstraction for the introduction of data streams,
the abstraction needs to be made more flexible, because currently it really can be only
an alias or an index.

* Renamed `AliasOrIndex` to `IndexAbstraction`.
* Introduced a `IndexAbstraction.Type` enum to indicate what a `IndexAbstraction` instance is.
* Replaced the `isAlias()` method that returns a boolean with the `getType()` method that returns the new Type enum.
* Moved `getWriteIndex()` up from the `IndexAbstraction.Alias` to the `IndexAbstraction` interface.
* Moved `getAliasName()` up from the `IndexAbstraction.Alias` to the `IndexAbstraction` interface and renamed it to `getName()`.
* Removed unnecessary casting to `IndexAbstraction.Alias` by just checking the `getType()` method.

Relates to #53100
2020-03-30 10:12:16 +02:00
Jason Tedor d2aced810d
Add assertion for get autoscaling decision API test
This commit adds a match assertion to the get autoscaling decision REST
test.
2020-03-29 14:36:38 -04:00
Jason Tedor 512a318b4b
Do not stash environment in security (#54372)
Today the security plugin stashes a copy of the environment in its
constructor, and uses the stashed copy to construct its components even
though it is provided with an environment to create these
components. What is more, the environment it creates in its constructor
is not fully initialized, as it does not have the final copy of the
settings, but the environment passed in while creating components
does. This commit removes that stashed copy of the environment.
2020-03-28 12:47:16 -04:00
Jason Tedor cf68ac8a2c
Do not stash environment in machine learning (#54371)
Today the machine learning plugin stashes a copy of the environment in
its constructor, and uses the stashed copy to construct its components
even though it is provided with an environment to create these
components. What is more, the environment it creates in its constructor
is not fully initialized, as it does not have the final copy of the
settings, but the environment passed in while creating components
does. This commit removes that stashed copy of the environment.
2020-03-28 12:46:16 -04:00
Tim Brooks 2ccddbfa88
Move transport decoding and aggregation to server (#54360)
Currently all of our transport protocol decoding and aggregation occurs
in the individual transport modules. This means that each implementation
(test, netty, nio) must implement this logic. Additionally, it means
that the entire message has been read from the network before the server
package receives it.

This commit creates a pipeline in server which can be passed arbitrary
bytes to handle. Internally, the pipeline will decode, decompress, and
aggregate the messages. Additionally, this allows us to run many
megabytes of bytes through the pipeline in tests to ensure that the
logic works.

This work will enable future work:

Circuit breaking or backoff logic based on message type and byte
in the content aggregator.
Sharing bytes with the application layer using the ref counted
releasable network bytes.
Improved network monitoring based specifically on channels.
Finally, this fixes the bug where we do not circuit break on the correct
message size when compression is enabled.
2020-03-27 14:13:10 -06:00
Stuart Tettemer 1630de4a42
Scripting: stats per context in nodes stats (#54008) (#54357)
Adds script cache stats to `_node/stats`.
If using the general cache:
```
      "script_cache": {
        "sum": {
          "compilations": 12,
          "cache_evictions": 9,
          "compilation_limit_triggered": 5
        }
      }

```
If using context caches:
```
      "script_cache": {
        "sum": {
          "compilations": 13,
          "cache_evictions": 9,
          "compilation_limit_triggered": 5
        },
        "contexts": [
          {
            "context": "aggregation_selector",
            "compilations": 8,
            "cache_evictions": 6,
            "compilation_limit_triggered": 3
          },
          {
            "context": "aggs",
            "compilations": 5,
            "cache_evictions": 3,
            "compilation_limit_triggered": 2
          },
```
Backport of: 32f46f2
Refs: #50152
2020-03-27 12:26:00 -06:00
Lee Hinman f2cc2b1127
[7.x] Add REST APIs for IndexTemplateV2Metadata CRUD (#54039) (#54347)
* Add REST APIs for IndexTemplateV2Metadata CRUD (#54039)

* Add REST APIs for IndexTemplateV2Metadata CRUD

This commit adds the get/put/delete APIs for interacting with the now v2 versions of index
templates.

These APIs are behind the existing `es.itv2_feature_flag_registered` system property feature flag.

Relates to #53101

* Add exceptions for HLRC tests

* Add skips for 7.x versions

* Use index_template instead of template_v2 in action names

* Add test for MetaDataIndexTemplateService.addIndexTemplateV2

* Move removal to static method and add test

* Add unit tests for request classes (implement hashCode & equals)

Co-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>

* Fix compilation

Co-authored-by: Elastic Machine <elasticmachine@users.noreply.github.com>
2020-03-27 10:47:22 -06:00
Christoph Büscher 0d17295601 [Docs] Minor fix for SubmitAsyncSearchRequest.keepOnCompletion javadoc (#54325)
The semantics and the default value for this parameter have changed, adapting
the javadoc accordingly.
2020-03-27 16:02:03 +01:00
Przemysław Witek 2eb079b67f
Add version guards around ML hidden indices settings (#54322) 2020-03-27 14:50:57 +01:00
Ioannis Kakavas 5983f6aceb
Mute testSpInitiatedSsoFailsForMalformedRequest (#54328) (#54339)
see #54285
2020-03-27 15:46:08 +02:00
Yannick Welsch 8126ad0ab1 Increase timeout on testUpdateAnalysisLeaderIndexSettings
Closes #54204
2020-03-27 13:41:47 +01:00
Przemysław Witek d40afc7871
[7.x] Do not fail Evaluate API when the actual and predicted fields' types differ (#54255) (#54319) 2020-03-27 10:05:19 +01:00
Jason Tedor c547fabb2b
Put CCR tasks on (data && remote cluster clients) (#54146)
Today we assign CCR persistent tasks to nodes with the data role. It
could be that the data node is not capable of connecting to remote
clusters, in which case the task will fail since it can not connect to
the remote cluster with the leader shard. Instead, we need to assign
such tasks to nodes that are capable of connecting to remote
clusters. This commit addresses this by enabling such persistent tasks
to only be assigned to nodes that have the data role, and also have the
remote cluster client role.
2020-03-26 23:50:16 -04:00
Hendrik Muhs 4ecf9904d5 [Transform] Transform optmize date histogram (#54068)
optimize transform for group_by on date_histogram by injecting an additional range query. This limits the number of search and index requests and avoids unnecessary updates. Only recent buckets get re-written.

fixes #54254
2020-03-26 21:39:50 +01:00
Gordon Brown 0d30b48613
Disallow negative TimeValues (#53913)
This commit causes negative TimeValues, other than -1 which is sometimes used as
a sentinel value, to be rejected during parsing.

Also introduces a hack to allow ILM to load policies which were written to the
cluster state with a negative min_age, treating those values as 0, which should
match the behavior of prior versions.
2020-03-26 13:30:35 -06:00
William Brafford 14204f8381
Use set-based interface for NodesStatsRequest (#53637) (#54141)
The NodesStatsRequest class uses a set of strings for its internal
serialization. This commit updates the class's interface so that we
no longer use hard-coded getters and setters, but rather
methods that add strings directly. For example, the old way of
adding "os" metrics to a request would be to call request.os(true).
The new way of doing this is to call request.addMetric("os").

For the time being, the canonical list of metrics is an enum in
NodesStatsRequest. This will eventually be replaced with something
pluggable.
2020-03-26 14:41:49 -04:00
Dimitris Athanasiou 13368aae37
[7.x][ML] DF Analytics should always display operational stats (#54210) (#54290)
This commit populates the _stats API response with sensible "empty"
`data_counts` and `memory_usage` objects when the job itself
has not started reporting them.

Backport of #54210
2020-03-26 20:03:14 +02:00
Christoph Büscher da404bbce2
HLRC: Don't send defaults for SubmitAsyncSearchRequest (#54200) (#54266)
Currently we set the defaults for ccsMinimizeRoundtrips, preFilterShardSize and
requestCache on the HLRC SubmitAsyncSearchRequest in the constructor. This is no
longer needed since we now only send the parameters along with the rest request
that are supported (omitting e.g. ccsMinimizeRoundtrips) and the correct
defaults are set on the client side. This change removes setting and sending
these defaults where possible, leaving only the overwrite of batchedReduceSize
with a default value of 5, since the default used in the vanilla SearchRequest
is 512. However, we don't need to send this value along as a request parameter
if its the default since the correct one will be set on the receiving end if no
value is specified.
Also adding tests for RestSubmitAsyncSearchAction that check the correct
defaults are set when parameters are missing on the server side.

Backport of #54200
2020-03-26 19:01:17 +01:00
David Turner fc92bf4208 assertBusy in XPackRestIT#awaitCallApi (#54264)
Retries in this method were lost in #45794. This commit reinstates them.
2020-03-26 16:16:05 +00:00
Dimitris Athanasiou cc981fa377
[7.x][ML] Get ML filters size should default to 100 (#54207) (#54278)
When get filters is called without setting the `size`
paramter only up to 10 filters are returned. However,
100 filters should be returned. This commit fixes this
and adds an integ test to guard it.

It seems this was accidentally broken in #39976.

Closes #54206

Backport of #54207
2020-03-26 17:51:43 +02:00
David Turner f48e8f31b9 AwaitsFix for #54180 2020-03-26 15:35:36 +00:00
Gordon Brown bbc6bc0299
Fix WatcherRestartIT.testWatcherRestart (#54237)
This commit adjusts testWatcherRestart to vary the template version number it
checks for based on the ES version being upgraded from, because the v11 template
is only installed on clusters with all nodes >=7.7.0.
2020-03-26 08:12:15 -06:00
David Turner ffe1ba3754 Add error_trace parameter to REST test helper (#54259)
Today the `XPackRestTestHelper` makes some REST calls without the `error_trace`
parameter, so that if they fail due to an exception we do not see very much
detail. This commit adds the `error_trace` parameter to help identify why these
REST calls fail.
2020-03-26 14:04:52 +00:00
David Turner ad3c96e250 AwaitsFix for #54093 2020-03-26 13:24:33 +00:00
David Turner 53e2fec93d AwaitsFix for #53612 2020-03-26 10:41:37 +00:00
Yannick Welsch 1ba6783780 Schedule commands in current thread context (#54187)
Changes ThreadPool's schedule method to run the schedule task in the context of the thread
that scheduled the task.

This is the more sensible default for this method, and eliminates a range of bugs where the
current thread context is mistakenly dropped.

Closes #17143
2020-03-26 10:07:59 +01:00
Luca Cavanna ff269160af Async search: rename REST parameters (#54198)
This commit renames wait_for_completion to wait_for_completion_timeout in submit async search and get async search.
Also it renames clean_on_completion to keep_on_completion and turns around its behaviour.

Closes #54069
2020-03-26 09:40:50 +01:00
Yang Wang 1afd510721
Check authentication type using enum instead of string (#54145) (#54246)
Avoid string comparison when we can use safer enums.
This refactor is a follow up for #52178.

Resolves: #52511
2020-03-26 15:45:10 +11:00
Tim Vernum 1fc518c25e
Improve stability of SamlServiceProviderIndexTests (#54241)
This test assumed cluster events would be processed quickly which is
not always true

Backport of: #54166
2020-03-26 13:07:42 +10:00
Ryan Ernst 5a5d6e9ef2
Invert license security disabled helper method (#54043) (#54239)
Xpack license state contains a helper method to determine whether
security is disabled due to license level defaults. Most code needs to
know whether security is enabled, not disabled, but this method exists
so that the security being explicitly disabled can be distinguished from
licence level defaulting to disabled. However, in the case that security
is explicitly disabled, the handlers in question are never registered,
so security is implicitly not disabled explicitly, and thus we can share
a single method to know whether licensing is enabled.
2020-03-25 19:20:10 -07:00
Benjamin Trent 6d68cf809c
[Transform] Remove node.attr.transform.remote_connect and use new remote cluster client node role (#54217) (#54224)
With the addition of a formal role for nodes indicating remote cluster connection, the transform specific attribute `node.attr.transform.remote_connect` is no longer necessary.

closes https://github.com/elastic/elasticsearch/issues/54179
2020-03-25 16:29:02 -04:00
Nik Everett 8f40f1435a
Save a little space in agg tree (backport of #53730) (#54213)
This drop the "top level" pipeline aggregators from the aggregation
result tree which should save a little memory and a few serialization
bytes. Perhaps more imporantly, this provides a mechanism by which we
can remove *all* pipelines from the aggregation result tree. This will
save quite a bit of space when pipelines are deep in the tree.

Sadly, doing this isn't simple because of backwards compatibility. Nodes
before 7.7.0 *need* those pipelines. We provide them by setting passing
a `Supplier<PipelineTree>` into the root of the aggregation tree that we
only call if we need to serialize to a version before 7.7.0.

This solution works for cross cluster search because we always reduce
the aggregations in each remote cluster and then forward them back to
the coordinating node. Its quite possible that the coordinating node
needs the pipeline (say it is version 7.1.0) and the gateway node in the
remote cluster doesn't (version 7.7.0). In that case the data nodes
won't send the pipeline aggregations back to the gateway node.
Critically, the gateway node *will* send the pipeline aggregations back
to the coordinating node. This is all managed with that
`Supplier<PipelineTree>`, but *how* it is managed is a bit tricky.
2020-03-25 15:51:16 -04:00
Jason Tedor d14f170093
Add cluster.remote.connect to deprecation info API (#54142)
This setting was recently deprecated in favor of
node.remote_cluster_client. This commit adds this setting to the
deprecation info API.
2020-03-25 15:11:59 -04:00
Nik Everett b8b7516790 Disable WatcherRestartIT from 7.7.0
It is failing. Tracked in #54220.
2020-03-25 14:51:33 -04:00
Hendrik Muhs cb0ecafdd8 [Transform] fix transform failure case for percentiles and spa… (#54202)
index null if percentiles could not be calculated due to sparse data

fixes #54201
2020-03-25 19:28:51 +01:00
Armin Braun 70b378cd1b
Upgrade GCS Dependency to 1.106.0 (#54092) (#54112)
* Upgrade GCS Dependency to 1.106.0 (#54092)

Upgrading GCS Dep + related dependencies as it seems some more retry bugs were fixed between .104 and .106
2020-03-25 19:05:01 +01:00
Martijn Laarman 077bf52acc transform.cat should live in the cat namespace. (#54196)
* transform.cat should live in the cat namespace.

Similarly to to ml cat API's also living in the `cat` namespace.

Clients treat the `cat` namespace differently then other API's (return
types, content types). This introduces an exception to this rule.

* rename the specification file as well

(cherry picked from commit 0a98904b1a73a30bbaebc32bd16a238c8d03c329)
2020-03-25 18:16:01 +01:00
Mark Vieira 7728ccd920
Encore consistent compile options across all projects (#54120)
(cherry picked from commit ddd068a7e92dc140774598664efdc15155ab05c2)
2020-03-25 08:24:21 -07:00
Dimitris Athanasiou ba09a778dc
[7.x][ML] Unmute classification cardinality integ test (#54165) (#54173)
Adjusts test to work for new cardinality limit.

Backport of #54165
2020-03-25 15:00:34 +02:00
Benjamin Trent ef05a4f416
[ML] relaxing parameters on stratified split test (#54127) (#54168)
Relaxing the error rate a bit on two of the tests.
Ran 1000s of times locally and never had a failure after these changes. 

closes https://github.com/elastic/elasticsearch/issues/54122
2020-03-25 08:06:15 -04:00
Tanguy Leroux 3a3930c7ec
Mute TooManyJobsIT.testCloseFailedJob on 7.x (#54163)
Relates #54162
2020-03-25 12:44:41 +01:00
Tanguy Leroux 4a2db4651e
Mute ReadActionsTests (#54153)
Relates #53340
2020-03-25 10:35:58 +01:00
Jason Tedor 381d7586e4
Introduce formal role for remote cluster client (#54138)
This commit introduce a formal role for identifying nodes that are
capable of making connections to remote clusters.

Relates #53924
2020-03-24 21:59:43 -04:00
Oliver Gupte 96f0c668a8
[APM] Allow kibana to collect APM telemetry in background task (#52917) (#54106)
* Required for elastic/kibana#50757.
Allows the kibana user to collect APM telemetry in a background task.

* removed unnecessary priviledges on `.ml-anomalies-*` for the `kibana_system` reserved role
2020-03-24 18:11:19 -07:00
David Roberts 7667004b20
[ML] Add a model memory estimation endpoint for anomaly detection (#54129)
A new endpoint for estimating anomaly detection job
model memory requirements:

POST _ml/anomaly_detectors/estimate_model_memory

Backport of #53507
2020-03-24 22:55:11 +00:00
Ioannis Kakavas 7c0123d6f3
Add SAML IdP plugin for internal use (#54046) (#54124)
This change merges the "feature-internal-idp" branch into Elasticsearch.

This introduces a small identity-provider plugin as a child of the x-pack module.
This allows ES to act as a SAML IdP, for users who are authenticated against the
Elasticsearch cluster.

This feature is intended for internal use within Elastic Cloud environments
and is not supported for any other use case. It falls under an enterprise license tier.

The IdP is disabled by default.

Co-authored-by: Ioannis Kakavas <ioannis@elastic.co>
Co-authored-by: Tim Vernum <tim.vernum@elastic.co>
2020-03-25 09:45:13 +11:00
Gordon Brown 82e041442e
Add version guards around Transform hidden index settings (#54036)
This commit ensures that the hidden index settings are only applied to the
Transform index templates when the cluster can support those settings.

Also unmutes the tests which were failing due to the previous behavior.
2020-03-24 15:52:56 -06:00
Ross Wolf 627ca03c72
EQL: Remove parser handling for functions (#54028)
* EQL: Remove parser handling for functions
* EQL: Comment out array functions in queries-unsupported.eql
2020-03-24 14:03:02 -06:00
Costin Leau 68f74cf593
EQL: Fix custom scripting for functions (#53935) (#54114)
Improve separation of scripting between EQL and SQL by delegating common
methods to QL. The context detection is determined based on the package
to avoid having repetitive class hierarchies.
The Painless whitelists have been improved so that the declaring class
is used instead of the inherited one.

Relates #53688

(cherry picked from commit 6d46033e736c64ac9255c5d6964600d2a931430a)

EQL: Add Substring function with Python semantics (#53688)

Does not reuse substring from SQL due to the difference in semantics and
the accepted arguments.
Currently it is missing full integration tests as, due to the usage of
scripting, requires an actual integration test against a proper cluster
(and likely its own QA project).

(cherry picked from commit f58680bad33d5ce4139157a69a4d9f5f286bc3c4)
2020-03-24 20:54:19 +02:00
markharwood 6a60f85bba
Wildcard field - add normalizer support (#53851) (#54109)
Backport support for normalisation to wildcard field

Closes #53603
2020-03-24 17:37:47 +00:00
Dimitris Athanasiou c141c1dd89
[7.x][ML] Stratified cross validation split for classification (#54087) (#54104)
As classification now works for multiple classes, randomly
picking training/test data frame rows is not good enough.
This commit introduces a stratified cross validation splitter
that maintains the proportion of the each class in the dataset
in the sample that is used for training the model.

Backport of #54087
2020-03-24 18:47:36 +02:00