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[ML] Handle Empty Partition Field Values in Single Metric Viewer #61649

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merged 12 commits into from
Mar 31, 2020

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darnautov
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@darnautov darnautov commented Mar 27, 2020

Summary

Resolves #60286.

Added support for empty partition field values in Single metric viewer. In case the value is blank (empty string) represent it as "" (empty string) in UI controls.

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@elasticmachine
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Pinging @elastic/ml-ui (:ml)

@peteharverson
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I don't think all the searches used in the Single Metric Viewer are using the empty partition field value. For example, here the 'context' chart swimlane is showing anomalies from all partitions (the red anomaly is from the US-West partition), and the main focus chart looks like it is showing the metric data from all partitions:

image

Compared to the Anomaly Explorer chart, which does look correct:
image

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I wonder if "" is obvious enough for users? For us as developers it might be self-explanatory, but I wonder if we should add a text hint or something?

@darnautov
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I wonder if "" is obvious enough for users? For us as developers it might be self-explanatory, but I wonder if we should add a text hint or something?

Indeed @walterra, good point, I was thinking about "_blank" or something similar, but the user might be confused assuming it's a real value. Any suggestions are welcome cc @peteharverson @blaklaybul

@darnautov darnautov requested a review from walterra March 30, 2020 12:20
@blaklaybul
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I think "" is as good of an option as any, but could lead to confusion since we'd need a way to differentiate between cases where the field doesn't exist and when the exists and is set to "". I'm wondering if we could stylize this text by making it red or italicized and indicating in the docs what this coveys.

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Code LGTM

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@alvarezmelissa87 alvarezmelissa87 left a comment

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Code LGTM ⚡️

@peteharverson
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The main focus chart here still looks like it is plotting data for all partitions when the blank value is selected:

image

@peteharverson
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Is it possible to use that same "" (empty string) for the swimlane label and cell tooltip? Nice-to-have - can always be done in a follow-up.

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@darnautov darnautov requested a review from droberts195 March 31, 2020 10:12
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The commit that caps the time range for determination of field cardinality at 3 months LGTM

(I didn't look at the rest of the PR)

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💛 Build succeeded, but was flaky


Test Failures

Kibana Pipeline / kibana-xpack-agent / X-Pack Detection Engine API Integration Tests.x-pack/test/detection_engine_api_integration/security_and_spaces/tests/create_rules·ts.detection engine api security and spaces enabled create_rules creating rules should create a single Machine Learning rule

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Standard Out

Failed Tests Reporter:
  - Test has not failed recently on tracked branches

[00:00:00]       │
[00:00:00]         └-: detection engine api security and spaces enabled
[00:00:00]           └-> "before all" hook
[00:00:10]           └-: create_rules
[00:00:10]             └-> "before all" hook
[00:00:10]             └-: creating rules
[00:00:10]               └-> "before all" hook
[00:00:10]               └-> should create a single rule with a rule_id
[00:00:10]                 └-> "before each" hook: global before each
[00:00:10]                 └-> "before each" hook
[00:00:10]                   │ info [o.e.x.i.a.TransportPutLifecycleAction] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding index lifecycle policy [.siem-signals-default]
[00:00:10]                   │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding template [.siem-signals-default] for index patterns [.siem-signals-default-*]
[00:00:10]                   │ info [o.e.c.m.MetaDataCreateIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001] creating index, cause [api], templates [.siem-signals-default], shards [1]/[1], mappings [_doc]
[00:00:10]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [null] to [{"phase":"new","action":"complete","name":"complete"}] in policy [.siem-signals-default]
[00:00:10]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"new","action":"complete","name":"complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] in policy [.siem-signals-default]
[00:00:11]                 │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-follow-shard-tasks"}] in policy [.siem-signals-default]
[00:00:15]                 └- ✓ pass  (4.3s) "detection engine api security and spaces enabled create_rules creating rules should create a single rule with a rule_id"
[00:00:15]               └-> "after each" hook
[00:00:15]                 │ info [o.e.c.m.MetaDataDeleteIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001/xuYXKX9nTnad23KS1tz6XQ] deleting index
[00:00:15]                 │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] removing template [.siem-signals-default]
[00:00:15]               └-> should create a single rule without an input index
[00:00:15]                 └-> "before each" hook: global before each
[00:00:15]                 └-> "before each" hook
[00:00:15]                   │ info [o.e.x.i.a.TransportPutLifecycleAction] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding index lifecycle policy [.siem-signals-default]
[00:00:15]                   │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding template [.siem-signals-default] for index patterns [.siem-signals-default-*]
[00:00:15]                   │ info [o.e.c.m.MetaDataCreateIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001] creating index, cause [api], templates [.siem-signals-default], shards [1]/[1], mappings [_doc]
[00:00:15]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [null] to [{"phase":"new","action":"complete","name":"complete"}] in policy [.siem-signals-default]
[00:00:15]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"new","action":"complete","name":"complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] in policy [.siem-signals-default]
[00:00:15]                 │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-follow-shard-tasks"}] in policy [.siem-signals-default]
[00:00:20]                 │ info [o.e.x.s.a.AuthenticationService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] Authentication using apikey failed - api key has been invalidated
[00:00:20]                 │ proc [kibana]   log   [13:12:32.625] [error][plugins][siem] An error occurred during rule execution:
[00:00:20]                 │ proc [kibana] message: "[security_exception] missing authentication credentials for REST request [/apm-*-transaction*%2Cauditbeat-*%2Cendgame-*%2Cfilebeat-*%2Cpacketbeat-*%2Cwinlogbeat-*/_search?allow_no_indices=true&size=100&ignore_unavailable=true], with { header={ WWW-Authenticate={ 0="Bearer realm=\"security\"" & 1="ApiKey" & 2="Basic realm=\"security\" charset=\"UTF-8\"" } } }"
[00:00:20]                 │ proc [kibana] name: "Simple Rule Query"
[00:00:20]                 │ proc [kibana] id: "2c5cba21-0484-4feb-a7c0-312ad29cfda9"
[00:00:20]                 │ proc [kibana] rule id: "rule-1"
[00:00:20]                 │ proc [kibana] signals index: ".siem-signals-default"
[00:00:20]                 │ info [o.e.x.s.a.AuthenticationService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] Authentication using apikey failed - api key has been invalidated
[00:00:20]                 │ proc [kibana]   log   [13:12:32.632] [error][alerting][alerting][plugins][plugins] Executing Alert "2c5cba21-0484-4feb-a7c0-312ad29cfda9" has resulted in Error: [security_exception] missing authentication credentials for REST request [/_security/user/_has_privileges], with { header={ WWW-Authenticate={ 0="Bearer realm=\"security\"" & 1="ApiKey" & 2="Basic realm=\"security\" charset=\"UTF-8\"" } } }
[00:00:20]                 └- ✓ pass  (4.4s) "detection engine api security and spaces enabled create_rules creating rules should create a single rule without an input index"
[00:00:20]               └-> "after each" hook
[00:00:20]                 │ info [o.e.c.m.MetaDataDeleteIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001/E6c0k3xfTWKaEgMLnHuRkA] deleting index
[00:00:20]                 │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] removing template [.siem-signals-default]
[00:00:20]               └-> should create a single rule without a rule_id
[00:00:20]                 └-> "before each" hook: global before each
[00:00:20]                 └-> "before each" hook
[00:00:20]                   │ info [o.e.x.i.a.TransportPutLifecycleAction] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding index lifecycle policy [.siem-signals-default]
[00:00:20]                   │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding template [.siem-signals-default] for index patterns [.siem-signals-default-*]
[00:00:20]                   │ info [o.e.c.m.MetaDataCreateIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001] creating index, cause [api], templates [.siem-signals-default], shards [1]/[1], mappings [_doc]
[00:00:20]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [null] to [{"phase":"new","action":"complete","name":"complete"}] in policy [.siem-signals-default]
[00:00:20]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"new","action":"complete","name":"complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] in policy [.siem-signals-default]
[00:00:20]                 │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-follow-shard-tasks"}] in policy [.siem-signals-default]
[00:00:26]                 │ info [o.e.x.s.a.AuthenticationService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] Authentication using apikey failed - api key has been invalidated
[00:00:26]                 │ proc [kibana]   log   [13:12:38.685] [error][plugins][siem] An error occurred during rule execution:
[00:00:26]                 │ proc [kibana] message: "[security_exception] missing authentication credentials for REST request [/_security/user/_has_privileges], with { header={ WWW-Authenticate={ 0="Bearer realm=\"security\"" & 1="ApiKey" & 2="Basic realm=\"security\" charset=\"UTF-8\"" } } }"
[00:00:26]                 │ proc [kibana] name: "Simple Rule Query"
[00:00:26]                 │ proc [kibana] id: "39eea052-4366-46f5-891d-2d5ea611d338"
[00:00:26]                 │ proc [kibana] rule id: "f6348a14-ae7b-406e-bab6-3a19d5063905"
[00:00:26]                 │ proc [kibana] signals index: ".siem-signals-default"
[00:00:26]                 │ info [o.e.x.s.a.AuthenticationService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] Authentication using apikey failed - api key has been invalidated
[00:00:26]                 │ proc [kibana]   log   [13:12:38.692] [error][alerting][alerting][plugins][plugins] Executing Alert "39eea052-4366-46f5-891d-2d5ea611d338" has resulted in Error: [security_exception] missing authentication credentials for REST request [/_security/user/_has_privileges], with { header={ WWW-Authenticate={ 0="Bearer realm=\"security\"" & 1="ApiKey" & 2="Basic realm=\"security\" charset=\"UTF-8\"" } } }
[00:00:27]                 └- ✓ pass  (6.5s) "detection engine api security and spaces enabled create_rules creating rules should create a single rule without a rule_id"
[00:00:27]               └-> "after each" hook
[00:00:27]                 │ info [o.e.c.m.MetaDataDeleteIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001/8DoqJS_wRfipPJfLs7ossQ] deleting index
[00:00:27]                 │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] removing template [.siem-signals-default]
[00:00:27]               └-> should create a single Machine Learning rule
[00:00:27]                 └-> "before each" hook: global before each
[00:00:27]                 └-> "before each" hook
[00:00:27]                   │ info [o.e.x.i.a.TransportPutLifecycleAction] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding index lifecycle policy [.siem-signals-default]
[00:00:27]                   │ info [o.e.c.m.MetaDataIndexTemplateService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] adding template [.siem-signals-default] for index patterns [.siem-signals-default-*]
[00:00:27]                   │ info [o.e.c.m.MetaDataCreateIndexService] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] [.siem-signals-default-000001] creating index, cause [api], templates [.siem-signals-default], shards [1]/[1], mappings [_doc]
[00:00:27]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [null] to [{"phase":"new","action":"complete","name":"complete"}] in policy [.siem-signals-default]
[00:00:27]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"new","action":"complete","name":"complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] in policy [.siem-signals-default]
[00:00:27]                   │ info [o.e.x.i.IndexLifecycleTransition] [kibana-ci-immutable-centos-tests-xl-1585656228912762874] moving index [.siem-signals-default-000001] from [{"phase":"hot","action":"unfollow","name":"wait-for-indexing-complete"}] to [{"phase":"hot","action":"unfollow","name":"wait-for-follow-shard-tasks"}] in policy [.siem-signals-default]
[00:00:32]                 │ proc [kibana]   log   [13:12:44.836] [warning][plugins][siem] Machine learning job is not started:
[00:00:32]                 │ proc [kibana] job id: "some_job_id"
[00:00:32]                 │ proc [kibana] job status: "undefined"
[00:00:32]                 │ proc [kibana] datafeed status: "undefined"
[00:00:32]                 │ proc [kibana] name: "Simple ML Rule"
[00:00:32]                 │ proc [kibana] id: "af842728-52c1-419b-980f-decdfce1ff75"
[00:00:32]                 │ proc [kibana] rule id: "rule-1"
[00:00:32]                 │ proc [kibana] signals index: ".siem-signals-default"
[00:00:34]                 └- ✖ fail: "detection engine api security and spaces enabled create_rules creating rules should create a single Machine Learning rule"
[00:00:34]                 │

Stack Trace

{ Error: expected { created_by: 'elastic',
  description: 'Simple Machine Learning Rule',
  enabled: true,
  false_positives: [],
  from: 'now-6m',
  immutable: false,
  interval: '5m',
  rule_id: 'rule-1',
  output_index: '.siem-signals-default',
  max_signals: 100,
  risk_score: 1,
  name: 'Simple ML Rule',
  references: [],
  severity: 'high',
  updated_by: 'elastic',
  tags: [],
  to: 'now',
  type: 'machine_learning',
  threat: [],
  version: 1,
  lists: [],
  actions: [],
  throttle: 'no_actions',
  last_failure_at: '2020-03-31T13:12:44.852Z',
  last_failure_message: 'Machine learning job is not started:\njob id: "some_job_id"\njob status: "undefined"\ndatafeed status: "undefined"\nname: "Simple ML Rule"\nid: "af842728-52c1-419b-980f-decdfce1ff75"\nrule id: "rule-1"\nsignals index: ".siem-signals-default"',
  anomaly_threshold: 44,
  machine_learning_job_id: 'some_job_id' } to sort of equal { actions: [],
  created_by: 'elastic',
  description: 'Simple Machine Learning Rule',
  enabled: true,
  false_positives: [],
  from: 'now-6m',
  immutable: false,
  interval: '5m',
  rule_id: 'rule-1',
  output_index: '.siem-signals-default',
  max_signals: 100,
  risk_score: 1,
  name: 'Simple ML Rule',
  references: [],
  severity: 'high',
  updated_by: 'elastic',
  tags: [],
  to: 'now',
  type: 'machine_learning',
  threat: [],
  throttle: 'no_actions',
  lists: [],
  version: 1,
  anomaly_threshold: 44,
  machine_learning_job_id: 'some_job_id' }
    at Assertion.assert (/dev/shm/workspace/kibana/packages/kbn-expect/expect.js:100:11)
    at Assertion.eql (/dev/shm/workspace/kibana/packages/kbn-expect/expect.js:244:8)
    at Context.it (test/detection_engine_api_integration/security_and_spaces/tests/create_rules.ts:101:34)
  actual:
   '{\n  "actions": []\n  "anomaly_threshold": 44\n  "created_by": "elastic"\n  "description": "Simple Machine Learning Rule"\n  "enabled": true\n  "false_positives": []\n  "from": "now-6m"\n  "immutable": false\n  "interval": "5m"\n  "last_failure_at": "2020-03-31T13:12:44.852Z"\n  "last_failure_message": "Machine learning job is not started:\\njob id: \\"some_job_id\\"\\njob status: \\"undefined\\"\\ndatafeed status: \\"undefined\\"\\nname: \\"Simple ML Rule\\"\\nid: \\"af842728-52c1-419b-980f-decdfce1ff75\\"\\nrule id: \\"rule-1\\"\\nsignals index: \\".siem-signals-default\\""\n  "lists": []\n  "machine_learning_job_id": "some_job_id"\n  "max_signals": 100\n  "name": "Simple ML Rule"\n  "output_index": ".siem-signals-default"\n  "references": []\n  "risk_score": 1\n  "rule_id": "rule-1"\n  "severity": "high"\n  "tags": []\n  "threat": []\n  "throttle": "no_actions"\n  "to": "now"\n  "type": "machine_learning"\n  "updated_by": "elastic"\n  "version": 1\n}',
  expected:
   '{\n  "actions": []\n  "anomaly_threshold": 44\n  "created_by": "elastic"\n  "description": "Simple Machine Learning Rule"\n  "enabled": true\n  "false_positives": []\n  "from": "now-6m"\n  "immutable": false\n  "interval": "5m"\n  "lists": []\n  "machine_learning_job_id": "some_job_id"\n  "max_signals": 100\n  "name": "Simple ML Rule"\n  "output_index": ".siem-signals-default"\n  "references": []\n  "risk_score": 1\n  "rule_id": "rule-1"\n  "severity": "high"\n  "tags": []\n  "threat": []\n  "throttle": "no_actions"\n  "to": "now"\n  "type": "machine_learning"\n  "updated_by": "elastic"\n  "version": 1\n}',
  showDiff: true }

History

To update your PR or re-run it, just comment with:
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Tested latest edits and LGTM

@darnautov darnautov merged commit aeba1b7 into elastic:master Mar 31, 2020
@darnautov darnautov deleted the ML-60286-empty-partition-field branch March 31, 2020 14:29
darnautov added a commit to darnautov/kibana that referenced this pull request Mar 31, 2020
…stic#61649)

* [ML] WIP support empty partition fields values

* [ML] support empty field in anomaly table

* [ML] remove comments

* [ML] fix context chart

* [ML] rename empty field label, render as italic

* [ML] rename empty field label

* [ML] fix focus chart

* [ML] add time range capping for fields_service.ts

* [ML] empty string labels in anomaly explorer
darnautov added a commit to darnautov/kibana that referenced this pull request Mar 31, 2020
…stic#61649)

* [ML] WIP support empty partition fields values

* [ML] support empty field in anomaly table

* [ML] remove comments

* [ML] fix context chart

* [ML] rename empty field label, render as italic

* [ML] rename empty field label

* [ML] fix focus chart

* [ML] add time range capping for fields_service.ts

* [ML] empty string labels in anomaly explorer
gmmorris added a commit to gmmorris/kibana that referenced this pull request Mar 31, 2020
* upstream/master: (69 commits)
  Adding PagerDuty icon to connectors cards (elastic#60805)
  Fix drag and drop flakiness (elastic#61993)
  Grok debugger migration (elastic#60658)
  Endpoint: Fix resolver SVG position issue (elastic#61886)
  [SIEM] version 7.7 rule import (elastic#61903)
  Added styles to make combobox list items wider for alerting flyout (elastic#61894)
  [UA] Tight worker loop can cause high CPU usage (elastic#60950)
  [ML] DF Analytics results table: use index pattern field format if one exists (elastic#61709)
  [ML] Catching unknown index pattern errors (elastic#61935)
  [Discover] Deangularize and euificate sidebar  (elastic#47559)
  Endpoint: Add ts-node dev dependency (elastic#61884)
  Add an onBlur handler for the kuery bar. Only resubmit when input changes. (elastic#61901)
  [ML] Handle Empty Partition Field Values in Single Metric Viewer (elastic#61649)
  Auto interval on date histogram is getting displayed as timestamp per… (elastic#59171)
  [Maps] Explicitly pass fetch function to ems-client (elastic#61846)
  [SIEM][CASE] Fix aria-labels and translations (elastic#61670)
  [ML] Settings: Increase number of items that can be paged in calendars and filters lists (elastic#61842)
  [EPM] update epm filepath route (elastic#61910)
  APM] Set ignore_above to 1024 for telemetry saved object (elastic#61732)
  [Logs UI] Log stream row rendering (elastic#60773)
  ...
darnautov added a commit that referenced this pull request Mar 31, 2020
) (#61983)

* [ML] WIP support empty partition fields values

* [ML] support empty field in anomaly table

* [ML] remove comments

* [ML] fix context chart

* [ML] rename empty field label, render as italic

* [ML] rename empty field label

* [ML] fix focus chart

* [ML] add time range capping for fields_service.ts

* [ML] empty string labels in anomaly explorer
darnautov added a commit that referenced this pull request Mar 31, 2020
) (#61982)

* [ML] WIP support empty partition fields values

* [ML] support empty field in anomaly table

* [ML] remove comments

* [ML] fix context chart

* [ML] rename empty field label, render as italic

* [ML] rename empty field label

* [ML] fix focus chart

* [ML] add time range capping for fields_service.ts

* [ML] empty string labels in anomaly explorer
gmmorris added a commit to gmmorris/kibana that referenced this pull request Apr 1, 2020
* master: (64 commits)
  Adding PagerDuty icon to connectors cards (elastic#60805)
  Fix drag and drop flakiness (elastic#61993)
  Grok debugger migration (elastic#60658)
  Endpoint: Fix resolver SVG position issue (elastic#61886)
  [SIEM] version 7.7 rule import (elastic#61903)
  Added styles to make combobox list items wider for alerting flyout (elastic#61894)
  [UA] Tight worker loop can cause high CPU usage (elastic#60950)
  [ML] DF Analytics results table: use index pattern field format if one exists (elastic#61709)
  [ML] Catching unknown index pattern errors (elastic#61935)
  [Discover] Deangularize and euificate sidebar  (elastic#47559)
  Endpoint: Add ts-node dev dependency (elastic#61884)
  Add an onBlur handler for the kuery bar. Only resubmit when input changes. (elastic#61901)
  [ML] Handle Empty Partition Field Values in Single Metric Viewer (elastic#61649)
  Auto interval on date histogram is getting displayed as timestamp per… (elastic#59171)
  [Maps] Explicitly pass fetch function to ems-client (elastic#61846)
  [SIEM][CASE] Fix aria-labels and translations (elastic#61670)
  [ML] Settings: Increase number of items that can be paged in calendars and filters lists (elastic#61842)
  [EPM] update epm filepath route (elastic#61910)
  APM] Set ignore_above to 1024 for telemetry saved object (elastic#61732)
  [Logs UI] Log stream row rendering (elastic#60773)
  ...
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[ML] Handle Empty Partition Field Values in Single Metric Viewer
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