[ML] Versioning all ML APIs #156949

jgowdyelastic · 2023-05-07T09:15:50Z

Adds versioning to all of the ML kibana APIs.
Versions are added to the server side routes and to the client side functions which call the routes.
Makes some small refactors to ensure only the functions inside ml/public/application/services/ml_api_service/ are where the ML APIs are called.
Updates external plugins which call ML APIs to add the new versioning.
Updates API tests to add the API version to the request headers.

Our one public API has been given the version '2023-05-15', all of the internal APIs have been given the version '1'.

Public APIs:
/api/ml/saved_objects/sync

Internal APIS:
/internal/ml/alerting/preview
/internal/ml/annotations
/internal/ml/annotations/index
/internal/ml/annotations/delete/{annotationId}
/internal/ml/anomaly_detectors
/internal/ml/anomaly_detectors/{jobId}
/internal/ml/anomaly_detectors/_stats
/internal/ml/anomaly_detectors/{jobId}/_stats
/internal/ml/anomaly_detectors/{jobId}
/internal/ml/anomaly_detectors/{jobId}/_update
/internal/ml/anomaly_detectors/{jobId}/_open
/internal/ml/anomaly_detectors/{jobId}/_close
/internal/ml/anomaly_detectors/{jobId}/_reset
/internal/ml/anomaly_detectors/{jobId}
/internal/ml/anomaly_detectors/_validate/detector
/internal/ml/anomaly_detectors/{jobId}/_forecast
/internal/ml/anomaly_detectors/{jobId}/results/records
/internal/ml/anomaly_detectors/{jobId}/results/buckets/{timestamp?}
/internal/ml/anomaly_detectors/{jobId}/results/overall_buckets
/internal/ml/anomaly_detectors/{jobId}/results/categories/{categoryId}
/internal/ml/anomaly_detectors/{jobId}/model_snapshots
/internal/ml/anomaly_detectors/{jobId}/model_snapshots/{snapshotId}
/internal/ml/anomaly_detectors/{jobId}/model_snapshots/{snapshotId}/_update
/internal/ml/anomaly_detectors/{jobId}/model_snapshots/{snapshotId}
/internal/ml/calendars
/internal/ml/calendars/{calendarIds}
/internal/ml/calendars
/internal/ml/calendars/{calendarId}
/internal/ml/calendars/{calendarId}
/internal/ml/data_frame/analytics
/internal/ml/data_frame/analytics/{analyticsId}
/internal/ml/data_frame/analytics/_stats
/internal/ml/data_frame/analytics/{analyticsId}/_stats
/internal/ml/data_frame/analytics/{analyticsId}
/internal/ml/data_frame/_evaluate
/internal/ml/data_frame/analytics/_explain
/internal/ml/data_frame/analytics/{analyticsId}
/internal/ml/data_frame/analytics/{analyticsId}/_start
/internal/ml/data_frame/analytics/{analyticsId}/_stop
/internal/ml/data_frame/analytics/{analyticsId}/_update
/internal/ml/data_frame/analytics/{analyticsId}/messages
/internal/ml/data_frame/analytics/jobs_exist
/internal/ml/data_frame/analytics/map/{analyticsId}
/internal/ml/data_frame/analytics/new_job_caps/{indexPattern}
/internal/ml/data_frame/analytics/validate
/internal/ml/data_visualizer/get_field_histograms/{indexPattern}
/internal/ml/datafeeds
/internal/ml/datafeeds/{datafeedId}
/internal/ml/datafeeds/_stats
/internal/ml/datafeeds/{datafeedId}/_stats
/internal/ml/datafeeds/{datafeedId}
/internal/ml/datafeeds/{datafeedId}/_update
/internal/ml/datafeeds/{datafeedId}
/internal/ml/datafeeds/{datafeedId}/_start
/internal/ml/datafeeds/{datafeedId}/_stop
/internal/ml/datafeeds/{datafeedId}/_preview
/internal/ml/fields_service/field_cardinality
/internal/ml/fields_service/time_field_range
/internal/ml/filters
/internal/ml/filters/{filterId}
/internal/ml/filters
/internal/ml/filters/{filterId}
/internal/ml/filters/{filterId}
/internal/ml/filters/_stats
/internal/ml/indices/field_caps
/internal/ml/job_audit_messages/messages/{jobId}
/internal/ml/job_audit_messages/messages
/internal/ml/job_audit_messages/clear_messages
/internal/ml/jobs/force_start_datafeeds
/internal/ml/jobs/stop_datafeeds
/internal/ml/jobs/delete_jobs
/internal/ml/jobs/close_jobs
/internal/ml/jobs/reset_jobs
/internal/ml/jobs/force_stop_and_close_job
/internal/ml/jobs/jobs_summary
/internal/ml/jobs/jobs_with_geo
/internal/ml/jobs/jobs_with_time_range
/internal/ml/jobs/job_for_cloning
/internal/ml/jobs/jobs
/internal/ml/jobs/groups
/internal/ml/jobs/update_groups
/internal/ml/jobs/blocking_jobs_tasks
/internal/ml/jobs/jobs_exist
/internal/ml/jobs/new_job_caps/{indexPattern}
/internal/ml/jobs/new_job_line_chart
/internal/ml/jobs/new_job_population_chart
/internal/ml/jobs/all_jobs_and_group_ids
/internal/ml/jobs/look_back_progress
/internal/ml/jobs/categorization_field_examples
/internal/ml/jobs/top_categories
/internal/ml/jobs/datafeed_preview
/internal/ml/jobs/revert_model_snapshot
/internal/ml/jobs/bulk_create
/internal/ml/validate/estimate_bucket_span
/internal/ml/validate/calculate_model_memory_limit
/internal/ml/validate/cardinality
/internal/ml/validate/job
/internal/ml/validate/datafeed_preview
/internal/ml/json_schema
/internal/ml/management/list/{listType}
/internal/ml/model_management/nodes_overview
/internal/ml/model_management/memory_usage
/internal/ml/modules/recognize/{indexPatternTitle}
/internal/ml/modules/get_module/{moduleId?}
/internal/ml/modules/setup/{moduleId}
/internal/ml/modules/jobs_exist/{moduleId}
/internal/ml/notifications
/internal/ml/notifications/count
/internal/ml/results/anomalies_table_data
/internal/ml/results/category_definition
/internal/ml/results/max_anomaly_score
/internal/ml/results/category_examples
/internal/ml/results/partition_fields_values
/internal/ml/results/anomaly_search
/internal/ml/results/{jobId}/categorizer_stats
/internal/ml/results/category_stopped_partitions
/internal/ml/results/datafeed_results_chart
/internal/ml/results/anomaly_charts
/internal/ml/results/anomaly_records
/internal/ml/saved_objects/status
/internal/ml/saved_objects/initialize
/internal/ml/saved_objects/sync_check
/internal/ml/saved_objects/update_jobs_spaces
/internal/ml/saved_objects/update_trained_models_spaces
/internal/ml/saved_objects/remove_item_from_current_space
/internal/ml/saved_objects/jobs_spaces
/internal/ml/saved_objects/trained_models_spaces
/internal/ml/saved_objects/can_delete_ml_space_aware_item/{jobType}
/internal/ml/_has_privileges
/internal/ml/ml_capabilities
/internal/ml/ml_node_count
/internal/ml/info
/internal/ml/es_search
/internal/ml/index_exists
/internal/ml/trained_models/{modelId?}
/internal/ml/trained_models/_stats
/internal/ml/trained_models/{modelId}/_stats
/internal/ml/trained_models/{modelId}/pipelines
/internal/ml/trained_models/{modelId}
/internal/ml/trained_models/{modelId}
/internal/ml/trained_models/{modelId}/deployment/_start
/internal/ml/trained_models/{modelId}/{deploymentId}/deployment/_update
/internal/ml/trained_models/{modelId}/{deploymentId}/deployment/_stop
/internal/ml/trained_models/pipeline_simulate
/internal/ml/trained_models/infer/{modelId}/{deploymentId}

jgowdyelastic · 2023-05-17T13:27:55Z

x-pack/plugins/ml/common/util/job_utils.ts

+ * Extract unique influencers from the job or collection of jobs
+ * @param jobs
+ */
+export function extractInfluencers(jobs: Job | Job[]): string[] {


moved from AnomalyDetectorService as it doesn't need to live inside the class.

jgowdyelastic · 2023-05-17T13:52:40Z

x-pack/plugins/ml/public/application/services/anomaly_detector_service.ts


-  constructor(private httpService: HttpService) {}
+  constructor(httpService: HttpService) {


I've updated this class to remove the API calls directly using http.
It now uses our standard api service where I've added a observable based version of getJobs.

I've also removed the extractInfluencers method as has no dependencies on class member data and so can live with our other job utils functions.

jgowdyelastic · 2023-05-17T13:54:46Z

x-pack/plugins/ml/public/embeddables/anomaly_swimlane/anomaly_swimlane_setup_flyout.tsx


  return new Promise(async (resolve, reject) => {
    try {
      const { jobIds } = await resolveJobSelection(coreStart, input?.jobIds);
      const title = input?.title ?? getDefaultSwimlanePanelTitle(jobIds);
-      const jobs = await lastValueFrom(anomalyDetectorService.getJobs$(jobIds));
-      const influencers = anomalyDetectorService.extractInfluencers(jobs);
+      const { jobs } = await getJobs({ jobId: jobIds.join(',') });


I've switched this to use our standard getJobs function as it doesn't need to use the observable based one supplied by the AnomalyDetectorService class.

x-pack/test/functional/services/ml/common_api.ts

shahzad31

Uptime Changes LGTM !!

alvarezmelissa87 · 2023-05-22T17:10:05Z

x-pack/plugins/ml/public/application/services/ml_api_service/saved_objects.ts

@@ -28,7 +28,7 @@ import type {
 export const savedObjectsApiProvider = (httpService: HttpService) => ({
  jobsSpaces() {
    return httpService.http<JobsSpacesResponse>({
-      path: `${basePath()}/saved_objects/jobs_spaces`,
+      path: `${ML_INTERNAL_BASE_PATH}/saved_objects/jobs_spaces`,
      method: 'GET',


Is version needed here?

10 points for discovering the deliberate mistake!
Route updated in df24ed4

alvarezmelissa87

LGTM ⚡

qn895 · 2023-05-22T19:24:40Z

For calls in packages/ml/date_picker like below, do we need to specify version?

export async function getTimeFieldRange(options: GetTimeFieldRangeOptions) {
  const { http, path, ...body } = options;

  return await http.fetch<GetTimeFieldRangeResponse>({
    path,
    method: 'POST',
    body: JSON.stringify(body),
  });
}

Usage is for FullTimeRangeSelector component.

jgowdyelastic · 2023-05-22T20:19:37Z

@qn895

For calls in packages/ml/date_picker like below, do we need to specify version?

This is a very good question.
For now I've left it versionless, which means "the most recent version"
This function is called from different plugins and they each specify the path, which can either be
/internal/file_upload/time_field_range or /internal/ml/fields_service/time_field_range.

The file upload plugin isn't versioned at the moment, but when it is the two versions may diverge at some point in the future.
IMO the way getTimeFieldRange is designed with a path parameter is unnecessarily confusing. I believe it was a quick fix when we noticed that the ml and file upload versions had been consolidated into one packaged version, but the originals actually had different behaviour.

We should do some refactoring to remove the need for the path to passed in.

jpdjere

Detections Response - changes tested, LGTM 👍

kibana-ci · 2023-05-23T14:02:47Z

💛 Build succeeded, but was flaky

Buildkite Build
Commit: 9671116

Failed CI Steps

Defend Workflows Cypress Tests

Metrics [docs]

Async chunks

Total size of all lazy-loaded chunks that will be downloaded as the user navigates the app

id	before	after	diff
`enterpriseSearch`	2.4MB	2.4MB	+36.0B
`infra`	2.0MB	2.0MB	+246.0B
`ml`	3.4MB	3.4MB	-1.3KB
`securitySolution`	9.2MB	9.2MB	+197.0B
`synthetics`	1.2MB	1.2MB	+25.0B
total			-828.0B

Page load bundle

Size of the bundles that are downloaded on every page load. Target size is below 100kb

id	before	after	diff
`ml`	71.5KB	73.1KB	+1.6KB

Unknown metric groups

ESLint disabled line counts

id	before	after	diff
`enterpriseSearch`	19	21	+2
`securitySolution`	399	403	+4
total			+6

Total ESLint disabled count

id	before	after	diff
`enterpriseSearch`	20	22	+2
`securitySolution`	479	483	+4
total			+6

History

💚 Build #129492 succeeded 8052aac
💔 Build #129385 failed de5f053
💔 Build #129206 failed 5ed56f3
💚 Build #128860 succeeded 8adac57
💚 Build #128706 succeeded a5bc2cc
💛 Build #128634 was flaky 7b1c693

To update your PR or re-run it, just comment with:
@elasticmachine merge upstream

cc @jgowdyelastic

qn895 · 2023-05-23T16:11:18Z

LGTM 🎉

miltonhultgren

Code review only check

Adds versioning to all of the ML kibana APIs. Versions are added to the server side routes and to the client side functions which call the routes. Makes some small refactors to ensure only the functions inside `ml/public/application/services/ml_api_service/` are where the ML APIs are called. Updates external plugins which call ML APIs to add the new versioning. Updates API tests to add the API version to the request headers. Our one public API has been given the version `'2023-05-15'`, all of the internal APIs have been given the version `'1'`. **Public APIs:** `/api/ml/saved_objects/sync` **Internal APIS:** `/internal/ml/alerting/preview` `/internal/ml/annotations` `/internal/ml/annotations/index` `/internal/ml/annotations/delete/{annotationId}` `/internal/ml/anomaly_detectors` `/internal/ml/anomaly_detectors/{jobId}` `/internal/ml/anomaly_detectors/_stats` `/internal/ml/anomaly_detectors/{jobId}/_stats` `/internal/ml/anomaly_detectors/{jobId}` `/internal/ml/anomaly_detectors/{jobId}/_update` `/internal/ml/anomaly_detectors/{jobId}/_open` `/internal/ml/anomaly_detectors/{jobId}/_close` `/internal/ml/anomaly_detectors/{jobId}/_reset` `/internal/ml/anomaly_detectors/{jobId}` `/internal/ml/anomaly_detectors/_validate/detector` `/internal/ml/anomaly_detectors/{jobId}/_forecast` `/internal/ml/anomaly_detectors/{jobId}/results/records` `/internal/ml/anomaly_detectors/{jobId}/results/buckets/{timestamp?}` `/internal/ml/anomaly_detectors/{jobId}/results/overall_buckets` `/internal/ml/anomaly_detectors/{jobId}/results/categories/{categoryId}` `/internal/ml/anomaly_detectors/{jobId}/model_snapshots` `/internal/ml/anomaly_detectors/{jobId}/model_snapshots/{snapshotId}` `/internal/ml/anomaly_detectors/{jobId}/model_snapshots/{snapshotId}/_update` `/internal/ml/anomaly_detectors/{jobId}/model_snapshots/{snapshotId}` `/internal/ml/calendars` `/internal/ml/calendars/{calendarIds}` `/internal/ml/calendars` `/internal/ml/calendars/{calendarId}` `/internal/ml/calendars/{calendarId}` `/internal/ml/data_frame/analytics` `/internal/ml/data_frame/analytics/{analyticsId}` `/internal/ml/data_frame/analytics/_stats` `/internal/ml/data_frame/analytics/{analyticsId}/_stats` `/internal/ml/data_frame/analytics/{analyticsId}` `/internal/ml/data_frame/_evaluate` `/internal/ml/data_frame/analytics/_explain` `/internal/ml/data_frame/analytics/{analyticsId}` `/internal/ml/data_frame/analytics/{analyticsId}/_start` `/internal/ml/data_frame/analytics/{analyticsId}/_stop` `/internal/ml/data_frame/analytics/{analyticsId}/_update` `/internal/ml/data_frame/analytics/{analyticsId}/messages` `/internal/ml/data_frame/analytics/jobs_exist` `/internal/ml/data_frame/analytics/map/{analyticsId}` `/internal/ml/data_frame/analytics/new_job_caps/{indexPattern}` `/internal/ml/data_frame/analytics/validate` `/internal/ml/data_visualizer/get_field_histograms/{indexPattern}` `/internal/ml/datafeeds` `/internal/ml/datafeeds/{datafeedId}` `/internal/ml/datafeeds/_stats` `/internal/ml/datafeeds/{datafeedId}/_stats` `/internal/ml/datafeeds/{datafeedId}` `/internal/ml/datafeeds/{datafeedId}/_update` `/internal/ml/datafeeds/{datafeedId}` `/internal/ml/datafeeds/{datafeedId}/_start` `/internal/ml/datafeeds/{datafeedId}/_stop` `/internal/ml/datafeeds/{datafeedId}/_preview` `/internal/ml/fields_service/field_cardinality` `/internal/ml/fields_service/time_field_range` `/internal/ml/filters` `/internal/ml/filters/{filterId}` `/internal/ml/filters` `/internal/ml/filters/{filterId}` `/internal/ml/filters/{filterId}` `/internal/ml/filters/_stats` `/internal/ml/indices/field_caps` `/internal/ml/job_audit_messages/messages/{jobId}` `/internal/ml/job_audit_messages/messages` `/internal/ml/job_audit_messages/clear_messages` `/internal/ml/jobs/force_start_datafeeds` `/internal/ml/jobs/stop_datafeeds` `/internal/ml/jobs/delete_jobs` `/internal/ml/jobs/close_jobs` `/internal/ml/jobs/reset_jobs` `/internal/ml/jobs/force_stop_and_close_job` `/internal/ml/jobs/jobs_summary` `/internal/ml/jobs/jobs_with_geo` `/internal/ml/jobs/jobs_with_time_range` `/internal/ml/jobs/job_for_cloning` `/internal/ml/jobs/jobs` `/internal/ml/jobs/groups` `/internal/ml/jobs/update_groups` `/internal/ml/jobs/blocking_jobs_tasks` `/internal/ml/jobs/jobs_exist` `/internal/ml/jobs/new_job_caps/{indexPattern}` `/internal/ml/jobs/new_job_line_chart` `/internal/ml/jobs/new_job_population_chart` `/internal/ml/jobs/all_jobs_and_group_ids` `/internal/ml/jobs/look_back_progress` `/internal/ml/jobs/categorization_field_examples` `/internal/ml/jobs/top_categories` `/internal/ml/jobs/datafeed_preview` `/internal/ml/jobs/revert_model_snapshot` `/internal/ml/jobs/bulk_create` `/internal/ml/validate/estimate_bucket_span` `/internal/ml/validate/calculate_model_memory_limit` `/internal/ml/validate/cardinality` `/internal/ml/validate/job` `/internal/ml/validate/datafeed_preview` `/internal/ml/json_schema` `/internal/ml/management/list/{listType}` `/internal/ml/model_management/nodes_overview` `/internal/ml/model_management/memory_usage` `/internal/ml/modules/recognize/{indexPatternTitle}` `/internal/ml/modules/get_module/{moduleId?}` `/internal/ml/modules/setup/{moduleId}` `/internal/ml/modules/jobs_exist/{moduleId}` `/internal/ml/notifications` `/internal/ml/notifications/count` `/internal/ml/results/anomalies_table_data` `/internal/ml/results/category_definition` `/internal/ml/results/max_anomaly_score` `/internal/ml/results/category_examples` `/internal/ml/results/partition_fields_values` `/internal/ml/results/anomaly_search` `/internal/ml/results/{jobId}/categorizer_stats` `/internal/ml/results/category_stopped_partitions` `/internal/ml/results/datafeed_results_chart` `/internal/ml/results/anomaly_charts` `/internal/ml/results/anomaly_records` `/internal/ml/saved_objects/status` `/internal/ml/saved_objects/initialize` `/internal/ml/saved_objects/sync_check` `/internal/ml/saved_objects/update_jobs_spaces` `/internal/ml/saved_objects/update_trained_models_spaces` `/internal/ml/saved_objects/remove_item_from_current_space` `/internal/ml/saved_objects/jobs_spaces` `/internal/ml/saved_objects/trained_models_spaces` `/internal/ml/saved_objects/can_delete_ml_space_aware_item/{jobType}` `/internal/ml/_has_privileges` `/internal/ml/ml_capabilities` `/internal/ml/ml_node_count` `/internal/ml/info` `/internal/ml/es_search` `/internal/ml/index_exists` `/internal/ml/trained_models/{modelId?}` `/internal/ml/trained_models/_stats` `/internal/ml/trained_models/{modelId}/_stats` `/internal/ml/trained_models/{modelId}/pipelines` `/internal/ml/trained_models/{modelId}` `/internal/ml/trained_models/{modelId}` `/internal/ml/trained_models/{modelId}/deployment/_start` `/internal/ml/trained_models/{modelId}/{deploymentId}/deployment/_update` `/internal/ml/trained_models/{modelId}/{deploymentId}/deployment/_stop` `/internal/ml/trained_models/pipeline_simulate` `/internal/ml/trained_models/infer/{modelId}/{deploymentId}`

## Summary Original ticket: #145776 Un-skip ML rule execution flaky tests. Currently these tests are failing due to these ML APIs changes (API versioning) #156949

[ML] Versioning all ML APIs

1ca33c2

jgowdyelastic self-assigned this May 7, 2023

jgowdyelastic added 16 commits May 7, 2023 12:21

removing constant from infra

072757d

Merge branch 'main' into versioning-all-ml-apis

0dd0794

updating server routes

f01bd5d

renaming api to internal

c1fa1f9

updating sync version

c266ab7

Merge branch 'main' into versioning-all-ml-apis

4d92c0e

fixing version for internal api

deb51ab

fixing tests

25a9f6f

small refactor

b979575

reverting test change

0c0e003

adding version header to api tests

0d767d0

rewriting AnomalyDetectorService to use standard ml api service

94e77fc

Merge branch 'main' into versioning-all-ml-apis

47f2185

reverting error message

b57f000

fixing transforms tests

e209129

fixing tests

c05264d

jgowdyelastic commented May 17, 2023

View reviewed changes

removing fetch call from index data viz

24c3818

jgowdyelastic commented May 17, 2023

View reviewed changes

jgowdyelastic requested review from darnautov, alvarezmelissa87, peteharverson and qn895 May 17, 2023 13:56

jgowdyelastic added release_note:enhancement :ml Project:Serverless Work as part of the Serverless project for its initial release v8.9.0 labels May 17, 2023

Merge branch 'main' into versioning-all-ml-apis

5ed56f3

pheyos reviewed May 22, 2023

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TattdCodeMonkey approved these changes May 22, 2023

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shahzad31 approved these changes May 22, 2023

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alvarezmelissa87 reviewed May 22, 2023

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alvarezmelissa87 approved these changes May 22, 2023

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jgowdyelastic added 3 commits May 22, 2023 19:30

adding missing version

df24ed4

Merge branch 'main' into versioning-all-ml-apis

87013eb

adding missing version

de5f053

jgowdyelastic added 2 commits May 23, 2023 09:30

Merge branch 'main' into versioning-all-ml-apis

ebb12df

fixing test

8052aac

jpdjere approved these changes May 23, 2023

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jgowdyelastic added 2 commits May 23, 2023 11:58

Merge branch 'main' into versioning-all-ml-apis

134c219

Merge branch 'main' into versioning-all-ml-apis

9671116

qn895 approved these changes May 23, 2023

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miltonhultgren approved these changes May 23, 2023

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jgowdyelastic merged commit 203d306 into elastic:main May 23, 2023

kibanamachine added the backport:skip This commit does not require backporting label May 23, 2023

peteharverson mentioned this pull request May 24, 2023

[ML] META Versioned APIs tasks #152125

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jgowdyelastic mentioned this pull request May 24, 2023

[ML] Adding version to the http service #158358

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This was referenced May 30, 2023

[session_view] Implement versioned HTTP API / translation layer #158687

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[cloud_defend] Implement versioned HTTP API / translation layer #158688

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[kubernetes_security] Implement versioned HTTP API / translation layer #158689

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e40pud mentioned this pull request Aug 4, 2023

[Security Solution] Flaky ML rule execution tests #163095

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[ML] Versioning all ML APIs #156949

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		constructor(private httpService: HttpService) {}
		constructor(httpService: HttpService) {

[ML] Versioning all ML APIs #156949

[ML] Versioning all ML APIs #156949

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