1575 Commits

Author SHA1 Message Date
Ioannis Kakavas
24e43dfa34
[7.x] Refactor FIPS BootstrapChecks to simple checks (#47499) (#48333)
FIPS 140 bootstrap checks should not be bootstrap checks as they
are always enforced. This commit moves the validation logic within
the security plugin.
The FIPS140SecureSettingsBootstrapCheck was not applicable as the
keystore was being loaded on init, before the Bootstrap checks
were checked, so an elasticsearch keystore of version < 3 would
cause the node to fail in a FIPS 140 JVM before the bootstrap check
kicked in, and as such hasn't been migrated.

Resolves: #34772
2019-10-22 12:49:01 +03:00
Martijn van Groningen
0ec0ab64c9
Fix executing enrich policies stats (#48132)
The enrich stats api picked the wrong task to be displayed
in the executing stats section.

In case `wait_for_completion` was set to `false` then no task
was being displayed and if that param was set to `true` then
the wrong task was being displayed (transport action task instead
of enrich policy executor task).

Testing executing policies in enrich stats api is tricky.
I have verified locally that this commit fixes the bug.
2019-10-22 07:41:56 +02:00
James Baiera
0d12ef8958
Add Enrich Origin (#48098) (#48312)
This PR adds an origin for the Enrich feature, and modifies the background 
maintenance task to use the origin when executing client operations. 
Without this fix, the maintenance task fails to execute when security is 
enabled.
2019-10-21 16:40:49 -04:00
Przemysław Witek
2db2b945ec
[7.x] Change format of MulticlassConfusionMatrix result to be more self-explanatory (#48174) (#48294) 2019-10-21 22:07:19 +02:00
Przemysław Witek
1a42e37070
[7.x] Default "prediction_field_name" to (dependent_variable + "_prediction") (#48232) (#48279) 2019-10-21 13:18:08 +02:00
Benjamin Trent
876f4aafac
[ML] Add logistic_regression output aggregator (#48238) (#48244) 2019-10-18 10:08:17 -04:00
rsarawgi
5e4dd0fd2e [ML] Removing usages of ToXContentParams.INCLUDE_TYPE (#48165)
Removing the option of ToXContentParams.INCLUDE_TYPE and replacing them with ToXContentParams.FOR_INTERNAL_STORAGE
Closes #48057
2019-10-18 14:49:26 +01:00
Armin Braun
04e3316408
Stop Resolving Fallback IndexId (#48141) (#48204)
There is no reason to still resolve the
fallback `IndexId` here. It only applies to
`2.x` repos and those we can't read anymore
anyway because they use an `/index` instead of
an `/index-N` blob at the repo root for which
at least 7.x+ does not contain the logic to find
it.
2019-10-17 19:27:49 +02:00
Przemysław Witek
28f68fa221
Make num_top_classes parameter's default value equal to 2 (#48119) (#48201) 2019-10-17 18:43:15 +02:00
Martijn van Groningen
a5fe69c344
Include enrich into the info api as feature (#48157)
This commit also fixes a bug, the enrich enabled setting
was not included in the list of settings.

Backport of #48109
2019-10-17 09:51:32 +02:00
Lee Hinman
5af66d79ef
Add SLM support to xpack usage and info APIs (#48149)
* Add SLM support to xpack usage and info APIs

This is a backport of #48096

This adds the missing xpack usage and info information into the
`/_xpack` and `/_xpack/usage` APIs. The output now looks like:

```
GET /_xpack/usage
{
  ...
  "slm" : {
    "available" : true,
    "enabled" : true,
    "policy_count" : 1,
    "policy_stats" : {
      "retention_runs" : 0,
      ...
    }
  }
```

and

```
GET /_xpack
{
  ...
  "features" : {
    ...
    "slm" : {
      "available" : true,
      "enabled" : true
    },
    ...
  }
}
```

Relates to #43663

* Fix missing license
2019-10-16 21:06:27 -06:00
Benjamin Trent
0dddbb5b42
[ML] Parse and index inference model (#48016) (#48152)
This adds parsing an inference model as a possible
result of the analytics process. When we do parse such a model
we persist a `TrainedModelConfig` into the inference index
that contains additional metadata derived from the running job.
2019-10-16 15:46:20 -04:00
Przemysław Witek
8f815240b3
[7.x] Allow integer types for classification's dependent variable (#47902) (#48080) 2019-10-16 11:09:56 +02:00
Przemysław Witek
eaa56344b5
Verify that the failure reason of analytics process is empty (#48042) (#48071) 2019-10-15 18:33:20 +02:00
Martijn van Groningen
aff0c9babc
This commits merges (#48040) the enrich-7.x feature branch,
which is backport merge and adds a new ingest processor, named enrich processor,
that allows document being ingested to be enriched with data from other indices.

Besides a new enrich processor, this PR adds several APIs to manage an enrich policy.
An enrich policy is in charge of making the data from other indices available to the enrich processor in an efficient manner.

Related to #32789
2019-10-15 17:31:45 +02:00
Benjamin Trent
361e7ad0ef
[ML][Transforms] fix bwc serialization with 7.3 (#48021) (#48048) 2019-10-15 07:52:13 -04:00
David Roberts
83321b0e5e [ML] Fix isNoop() for datafeed update (#48046)
max_empty_searches = -1 in a datafeed update implies
max_empty_searches will be unset on the datafeed when
the update is applied.  The isNoop() method needs to
take this -1 to null equivalence into account.
2019-10-15 12:28:53 +01:00
David Roberts
984323783e
[ML][7.x] Add lazy assignment job config option (#47993)
This change adds:

- A new option, allow_lazy_open, to anomaly detection jobs
- A new option, allow_lazy_start, to data frame analytics jobs

Both work in the same way: they allow a job to be
opened/started even if no ML node exists that can
accommodate the job immediately. In this situation
the job waits in the opening/starting state until ML
node capacity is available. (The starting state for data
frame analytics jobs is new in this change.)

Additionally, the ML nightly maintenance tasks now
creates audit warnings for ML jobs that are unassigned.
This means that jobs that cannot be assigned to an ML
node for a very long time will show a yellow warning
triangle in the UI.

A final change is that it is now possible to close a job
that is not assigned to a node without using force.
This is because previously jobs that were open but
not assigned to a node were an aberration, whereas
after this change they'll be relatively common.
2019-10-15 06:55:11 +01:00
Martijn van Groningen
cc4b6c43b3
Merge remote-tracking branch 'es/7.x' into enrich-7.x 2019-10-15 07:23:47 +02:00
James Baiera
18d7e32b7d Add wait for completion for Enrich policy execution (#47886)
This PR adds the ability to run the enrich policy execution task in the background,
returning a task id instead of waiting for the completed operation.
2019-10-14 16:05:28 -04:00
Gordon Brown
699d4d4c6f
Manage retention of partial snapshots in SLM (#47833)
Currently, partial snapshots will eventually build up unless they are
manually deleted. Partial snapshots may be useful if there is not a more
recent successful snapshot, but should eventually be deleted if they are
no longer useful.

With this change, partial snapshots are deleted using the following
strategy: PARTIAL snapshots will be kept until the configured
expire_after period has passed, if present, and then be deleted. If
there is no configured expire_after in the retention policy, then they
will be deleted if there is at least one more recent successful snapshot
from this policy (as they may otherwise be useful for troubleshooting
purposes). Partial snapshots are not counted towards either min_count or
max_count.
2019-10-14 10:19:57 -06:00
David Roberts
1ca25bed38
[ML][7.x] Add option to stop datafeed that finds no data (#47995)
Adds a new datafeed config option, max_empty_searches,
that tells a datafeed that has never found any data to stop
itself and close its associated job after a certain number
of real-time searches have returned no data.

Backport of #47922
2019-10-14 17:19:13 +01:00
Martijn van Groningen
d4901a71d7
Merge remote-tracking branch 'es/7.x' into enrich-7.x 2019-10-14 10:27:17 +02:00
Ioannis Kakavas
9ee7b3743e
Add FIPS 140 mode to XPack Usage API (#47278) (#47976)
This change adds support for the FIPS 140 mode feature to be
retrieved via the XPack Usage API.
2019-10-14 10:40:24 +03:00
Tanguy Leroux
742fa818b8
Add Pause/Resume Auto Follower APIs (#47510) (#47904)
This commit adds two APIs that allow to pause and resume
CCR auto-follower patterns:

// pause auto-follower
POST /_ccr/auto_follow/my_pattern/pause

// resume auto-follower
POST /_ccr/auto_follow/my_pattern/resume

The ability to pause and resume auto-follow patterns can be
useful in some situations, including the rolling upgrades of
cluster using a bi-directional cross-cluster replication scheme
(see #46665).

This commit adds a new active flag to the AutoFollowPattern
and adapts the AutoCoordinator and AutoFollower classes so
that it stops to fetch remote's cluster state when all auto-follow
patterns associate to the remote cluster are paused.

When an auto-follower is paused, remote indices that match the
pattern are just ignored: they are not added to the pattern's
followed indices uids list that is maintained in the local cluster
state. This way, when the auto-follow pattern is resumed the
indices created in the remote cluster in the meantime will be
picked up again and added as new following indices. Indices
created and then deleted in the remote cluster will be ignored
as they won't be seen at all by the auto-follower pattern at
resume time.

Backport of #47510 for 7.x
2019-10-13 09:22:51 +02:00
Yogesh Gaikwad
ac209c142c
Remove uniqueness constraint for API key name and make it optional (#47549) (#47959)
Since we cannot guarantee the uniqueness of the API key `name` this commit removes the constraint and makes this field optional.

Closes #46646
2019-10-12 22:22:16 +11:00
Przemyslaw Gomulka
6ab58de7ef
[7.x] Enable ResolverStyle.STRICT for java formatters backport(#46675) (#47913)
Joda was using ResolverStyle.STRICT when parsing. This means that date will be validated to be a correct year, year-of-month, day-of-month
However, we also want to make it works with Year-Of-Era as Joda used to, hence custom temporalquery.localdate in DateFormatters.from
Within DateFormatters we use the correct uuuu year instead of yyyy year of era

worth noting: if yyyy(without an era) is used in code, the parsing result will be a TemporalAccessor which will fail to be converted into LocalDate. We mostly use DateFormatters.from so this takes care of this. If possible the uuuu format should be used.
2019-10-11 21:19:56 +02:00
Chris Roberson
c57191b163
[Monitoring] Add new cluster privilege now necessary for the stack monitoring ui (#47871) (#47915)
* Add new cluster privilege now necessary for the stack monitoring ui

* PR feedback, and add test
2019-10-11 14:54:59 -04:00
James Baiera
73263c654a Add basic task support for executing enrich policies (#47523)
Changes the execution logic to create a new task using the execute request,
and attaches the new task to the policy runner to be updated. Also, a new
response is now returned from the execute api, which contains either the task
id of the execution, or the completed status of the run. The fields are mutually
exclusive to make it easier to discern what type of response it is.
2019-10-11 13:32:06 -04:00
Przemysław Witek
c62fe8c344
Require that the dependent variable column has at most 2 distinct values in classfication analysis. (#47858) (#47906) 2019-10-11 14:57:08 +02:00
Hendrik Muhs
3da91d5f7a
[Transform] Rename internal indexes for transform plugin (#47788) (#47900)
rename internal indexes of transform plugin

- rename audit index and create an alias for accessing it, BWC: add an alias for old indexes to
  keep them working, kibana UI will switch to use the read alias
- rename config index and provide BWC to read from old and new ones
2019-10-11 14:16:17 +02:00
Martijn van Groningen
102016d571
Merge remote-tracking branch 'es/7.x' into enrich-7.x 2019-10-10 14:44:05 +02:00
Hendrik Muhs
0e7869128a
[7.5][Transform] introduce new roles and deprecate old ones (#47780) (#47819)
deprecate data_frame_transforms_{user,admin} roles and introduce transform_{user,admin} roles as replacement
2019-10-10 10:31:24 +02:00
Martijn van Groningen
aace42d38d
Add HLRC support for enrich stats API (#47306)
This PR also includes HLRC docs for the enrich stats api.

Relates to #32789
2019-10-10 09:08:29 +02:00
Martijn van Groningen
da1e2ea461
Merge remote-tracking branch 'es/7.x' into enrich-7.x 2019-10-09 09:06:13 +02:00
Lee Hinman
fb7abe9fa4 Separate SLM stop/start/status API from ILM (#47710)
* Separate SLM stop/start/status API from ILM

This separates a start/stop/status API for SLM from being tied to ILM's
operation mode. These APIs look like:

```
POST /_slm/stop
POST /_slm/start
GET /_slm/status
```

This allows administrators to have fine-grained control over preventing
periodic snapshots and deletions while performing cluster maintenance.

Relates to #43663

* Allow going from RUNNING to STOPPED

* Align with the OperationMode rules

* Fix slmStopping method

* Make OperationModeUpdateTask constructor private

* Wipe snapshots better in test
2019-10-08 17:21:38 -06:00
Gordon Brown
a492864a9d
Manage retention of failed snapshots in SLM (#47617)
Failed snapshots will eventually build up unless they are deleted. While
failures may not take up much space, they add noise to the list of
snapshots and it's desirable to remove them when they are no longer
useful.

With this change, failed snapshots are deleted using the following
strategy: `FAILED` snapshots will be kept until the configured
`expire_after` period has passed, if present, and then be deleted. If
there is no configured `expire_after` in the retention policy, then they
will be deleted if there is at least one more recent successful snapshot
from this policy (as they may otherwise be useful for troubleshooting
purposes). Failed snapshots are not counted towards either `min_count`
or `max_count`.
2019-10-08 17:07:08 -06:00
Dimitris Athanasiou
c1b0bfd74a
[7.x][ML] Unwrap exception causes before calling instanceof (#47676) (#47724)
When exceptions could be returned from another node, the exception
might be wrapped in a `RemoteTransportException`. In places where
we handled specific exceptions using `instanceof` we ought to unwrap
the cause first.

This commit attempts to fix this issue after searching code in the ML
plugin.

Backport of #47676
2019-10-08 16:02:47 +03:00
Benjamin Trent
d33dbf82d4
[7.x] [ML][Inference] adjusting definition object schema and validation (#47447) (#47673)
* [ML][Inference] adjusting definition object schema and validation (#47447)

* [ML][Inference] adjusting definition object schema and validation

* finalizing schema and fixing inference npe

* addressing PR comments

* fixing for backport
2019-10-08 07:11:05 -04:00
Hendrik Muhs
5e0e54f455
[Transform] move root endpoint to _transform with BWC layer (#47127) (#47682)
move the main endpoint to /_transform/ from /_data_frame/transforms/ with providing backwards compatibility and deprecation warnings
2019-10-08 08:59:01 +02:00
Tal Levy
a17f394e27
Geo-Match Enrich Processor (#47243) (#47701)
this commit introduces a geo-match enrich processor that looks up a specific
`geo_point` field in the enrich-index for all entries that have a geo_shape match field
that meets some specific relation criteria with the input field.

For example, the enrich index may contain documents with zipcodes and their respective
geo_shape. Ingesting documents with a geo_point field can be enriched with which zipcode
they associate according to which shape they are contained within.

this commit also refactors some of the MatchProcessor by moving a lot of the shared code to
AbstractEnrichProcessor.

Closes #42639.
2019-10-07 15:03:46 -07:00
Dimitris Athanasiou
7667ea5f6f
[7.x][ML] Additional outlier detection parameters (#47600) (#47669)
Adds the following parameters to `outlier_detection`:

- `compute_feature_influence` (boolean): whether to compute or not
   feature influence scores
- `outlier_fraction` (double): the proportion of the data set assumed
   to be outlying prior to running outlier detection
- `standardization_enabled` (boolean): whether to apply standardization
   to the feature values

Backport of #47600
2019-10-07 18:21:33 +03:00
Yogesh Gaikwad
b6d1d2e6ec
Add 'create_doc' index privilege (#45806) (#47645)
Use case:
User with `create_doc` index privilege will be allowed to only index new documents
either via Index API or Bulk API.

There are two cases that we need to think:
- **User indexing a new document without specifying an Id.**
   For this ES auto generates an Id and now ES version 7.5.0 onwards defaults to `op_type` `create` we just need to authorize on the `op_type`.
- **User indexing a new document with an Id.**
   This is problematic as we do not know whether a document with Id exists or not.
   If the `op_type` is `create` then we can assume the user is trying to add a document, if it exists it is going to throw an error from the index engine.

Given these both cases, we can safely authorize based on the `op_type` value. If the value is `create` then the user with `create_doc` privilege is authorized to index new documents.

In the `AuthorizationService` when authorizing a bulk request, we check the implied action.
This code changes that to append the `:op_type/index` or `:op_type/create`
to indicate the implied index action.
2019-10-07 23:58:44 +11:00
Yogesh Gaikwad
7c862fe71f
Add support to retrieve all API keys if user has privilege (#47274) (#47641)
This commit adds support to retrieve all API keys if the authenticated
user is authorized to do so.
This removes the restriction of specifying one of the
parameters (like id, name, username and/or realm name)
when the `owner` is set to `false`.

Closes #46887
2019-10-07 23:58:21 +11:00
Martijn van Groningen
f2f2304c75
Merge remote-tracking branch 'es/7.x' into enrich-7.x 2019-10-07 10:07:56 +02:00
Andrei Dan
4506b37ed5
ILM: Skip rolling indexes that are already rolled (#47324) (#47592)
An index with an ILM policy that has a rollover action in one of the
phases was rolled over when the ILM conditions dictated regardless if
it was already rolled over (eg. manually after modifying an index
template in order to force the creation of a new index that uses the new
mappings).
This changes this behaviour and has ILM check if the index it's about to
roll has not been rolled over in the meantime.

(cherry picked from commit 37d6106feeb9f9369519117c88a9e7e30f3ac797)
Signed-off-by: Andrei Dan <andrei.dan@elastic.co>
2019-10-07 07:47:47 +01:00
Lee Hinman
79376b7219 Set default SLM retention invocation time (#47604)
This adds a default for the `slm.retention_schedule` setting, setting it
to `0 30 1 * * ?` which is 1:30am every day.

Having retention unset meant that it would never be invoked and clean up
snapshots. We determined it would be better to have a default than never
to be run. When coming to a decision, we weighed the option of an
absolute time (such as 1:30am) versus a periodic invocation (like every
12 hours). In the end we decided on the absolute time because it has
better predictability and consistency than a periodic invocation, which
would rely on when the master node were elected or restarted.

Relates to #43663
2019-10-04 15:00:20 -06:00
Przemysław Witek
ee952da2e2
[7.x] Implement evaluation API for multiclass classification problem (#47126) (#47343) 2019-10-04 17:54:51 +02:00
Przemysław Witek
8c180a77f0
[7.x] Fix serialization of evaluation response. (#47557) (#47566) 2019-10-04 15:12:18 +02:00
Przemysław Witek
ec9b77deaa
[7.x] Implement new analysis type: classification (#46537) (#47559) 2019-10-04 13:47:19 +02:00