[ML] Add new performance journey for Index data visualizer (#164787)

## Summary

This PR adds a performance journey test for the Index data visualizer,
using the Kibana TSDB logs.

To run test:
```
node scripts/run_performance.js --journey-path x-pack/performance/journeys/tsdb_logs_data_visualizer.ts --skip-warmup
```


### Checklist

Delete any items that are not applicable to this PR.

- [ ] Any text added follows [EUI's writing
guidelines](https://elastic.github.io/eui/#/guidelines/writing), uses
sentence case text and includes [i18n
support](https://github.com/elastic/kibana/blob/main/packages/kbn-i18n/README.md)
- [ ]
[Documentation](https://www.elastic.co/guide/en/kibana/master/development-documentation.html)
was added for features that require explanation or tutorials
- [x] [Unit or functional
tests](https://www.elastic.co/guide/en/kibana/master/development-tests.html)
were updated or added to match the most common scenarios
- [ ] Any UI touched in this PR is usable by keyboard only (learn more
about [keyboard accessibility](https://webaim.org/techniques/keyboard/))
- [ ] Any UI touched in this PR does not create any new axe failures
(run axe in browser:
[FF](https://addons.mozilla.org/en-US/firefox/addon/axe-devtools/),
[Chrome](https://chrome.google.com/webstore/detail/axe-web-accessibility-tes/lhdoppojpmngadmnindnejefpokejbdd?hl=en-US))
- [ ] If a plugin configuration key changed, check if it needs to be
allowlisted in the cloud and added to the [docker
list](https://github.com/elastic/kibana/blob/main/src/dev/build/tasks/os_packages/docker_generator/resources/base/bin/kibana-docker)
- [ ] This renders correctly on smaller devices using a responsive
layout. (You can test this [in your
browser](https://www.browserstack.com/guide/responsive-testing-on-local-server))
- [ ] This was checked for [cross-browser
compatibility](https://www.elastic.co/support/matrix#matrix_browsers)


### Risk Matrix

Delete this section if it is not applicable to this PR.

Before closing this PR, invite QA, stakeholders, and other developers to
identify risks that should be tested prior to the change/feature
release.

When forming the risk matrix, consider some of the following examples
and how they may potentially impact the change:

| Risk | Probability | Severity | Mitigation/Notes |

|---------------------------|-------------|----------|-------------------------|
| Multiple Spaces—unexpected behavior in non-default Kibana Space.
| Low | High | Integration tests will verify that all features are still
supported in non-default Kibana Space and when user switches between
spaces. |
| Multiple nodes—Elasticsearch polling might have race conditions
when multiple Kibana nodes are polling for the same tasks. | High | Low
| Tasks are idempotent, so executing them multiple times will not result
in logical error, but will degrade performance. To test for this case we
add plenty of unit tests around this logic and document manual testing
procedure. |
| Code should gracefully handle cases when feature X or plugin Y are
disabled. | Medium | High | Unit tests will verify that any feature flag
or plugin combination still results in our service operational. |
| [See more potential risk
examples](https://github.com/elastic/kibana/blob/main/RISK_MATRIX.mdx) |


### For maintainers

- [ ] This was checked for breaking API changes and was [labeled
appropriately](https://www.elastic.co/guide/en/kibana/master/contributing.html#kibana-release-notes-process)

---------

Co-authored-by: Kibana Machine <42973632+kibanamachine@users.noreply.github.com>
Co-authored-by: Walter Rafelsberger <walter.rafelsberger@elastic.co>
Co-authored-by: Dzmitry Lemechko <dzmitry.lemechko@elastic.co>

.buildkite/ftr_configs.yml

@@ -417,6 +417,7 @@ enabled:
   - x-pack/performance/journeys/many_fields_discover.ts
   - x-pack/performance/journeys/many_fields_lens_editor.ts
   - x-pack/performance/journeys/many_fields_transform.ts
+  - x-pack/performance/journeys/tsdb_logs_data_visualizer.ts
   - x-pack/performance/journeys/promotion_tracking_dashboard.ts
   - x-pack/performance/journeys/web_logs_dashboard.ts
   - x-pack/performance/journeys/data_stress_test_lens.ts

x-pack/performance/journeys/tsdb_logs_data_visualizer.ts

@@ -0,0 +1,32 @@
+/*
+ * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one
+ * or more contributor license agreements. Licensed under the Elastic License
+ * 2.0; you may not use this file except in compliance with the Elastic License
+ * 2.0.
+ */
+
+import { Journey } from '@kbn/journeys';
+import { subj } from '@kbn/test-subj-selector';
+
+export const journey = new Journey({
+  kbnArchives: ['test/functional/fixtures/kbn_archiver/kibana_sample_data_logs_tsdb'],
+  esArchives: ['test/functional/fixtures/es_archiver/kibana_sample_data_logs_tsdb'],
+})
+  .step('Go to Data Visualizer', async ({ page, kbnUrl, kibanaPage }) => {
+    await page.goto(kbnUrl.get(`app/ml/datavisualizer`));
+    await kibanaPage.waitForHeader();
+    await page.waitForSelector(subj('mlDataVisualizerCardIndexData'));
+    await page.waitForSelector(subj('globalLoadingIndicator-hidden'));
+  })
+  .step('Go to data view selection', async ({ page }) => {
+    const createButtons = page.locator(subj('mlDataVisualizerSelectIndexButton'));
+    await createButtons.first().click();
+    await page.waitForSelector(subj('savedObjectsFinderTable'));
+  })
+  .step('Go to Index data visualizer', async ({ page, kibanaPage }) => {
+    await page.click(subj('savedObjectTitlekibana_sample_data_logstsdb'));
+    await page.click(subj('mlDatePickerButtonUseFullData'));
+    await kibanaPage.waitForHeader();
+    await page.waitForSelector(subj('dataVisualizerTable-loaded'), { timeout: 60000 });
+    await page.waitForSelector(subj('globalLoadingIndicator-hidden'), { timeout: 60000 });
+  });

x-pack/plugins/data_visualizer/public/application/common/components/stats_table/data_visualizer_stats_table.tsx

@@ -485,7 +485,7 @@ export const DataVisualizerTable = <T extends DataVisualizerTableItem>({
             itemIdToExpandedRowMap={itemIdToExpandedRowMap}
             isSelectable={false}
             onTableChange={onTableChange}
-            data-test-subj={'dataVisualizerTable'}
+            data-test-subj={`dataVisualizerTable-${loading ? 'loading' : 'loaded'}`}
             rowProps={(item) => ({
               'data-test-subj': `dataVisualizerRow row-${item.fieldName}`,
             })}

x-pack/plugins/data_visualizer/public/application/index_data_visualizer/hooks/use_data_visualizer_grid_data.ts

@@ -19,6 +19,7 @@ import { mlTimefilterRefresh$, useTimefilter } from '@kbn/ml-date-picker';
 import useObservable from 'react-use/lib/useObservable';
 import type { KibanaExecutionContext } from '@kbn/core-execution-context-common';
 import { useExecutionContext } from '@kbn/kibana-react-plugin/public';
+import { reportPerformanceMetricEvent } from '@kbn/ebt-tools';
 import { useTimeBuckets } from '../../common/hooks/use_time_buckets';
 import { DATA_VISUALIZER_GRID_EMBEDDABLE_TYPE } from '../embeddables/grid_embeddable/constants';
 import { filterFields } from '../../common/components/fields_stats_grid/filter_fields';
@@ -61,8 +62,9 @@ export const useDataVisualizerGridData = (
   savedRandomSamplerPreference?: RandomSamplerOption,
   onUpdate?: (params: Dictionary<unknown>) => void
 ) => {
+  const loadIndexDataStartTime = useRef<number | undefined>(window.performance.now());
   const { services } = useDataVisualizerKibana();
-  const { uiSettings, data, security, executionContext } = services;
+  const { uiSettings, data, security, executionContext, analytics } = services;
 
   const parentExecutionContext = useObservable(executionContext?.context$);
 
@@ -499,6 +501,21 @@ export const useDataVisualizerGridData = (
     // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [overallStats, showEmptyFields]);
 
+  useEffect(() => {
+    if (combinedProgress === 100 && loadIndexDataStartTime.current !== undefined) {
+      const loadIndexDataDuration = window.performance.now() - loadIndexDataStartTime.current;
+
+      // Set this to undefined so reporting the metric gets triggered only once.
+      loadIndexDataStartTime.current = undefined;
+
+      reportPerformanceMetricEvent(analytics, {
+        eventName: 'dataVisualizerDataLoaded',
+        duration: loadIndexDataDuration,
+      });
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [combinedProgress]);
+
   const configs = useMemo(
     () => {
       const fieldStats = strategyResponse.fieldStats;

x-pack/plugins/data_visualizer/public/plugin.ts

@@ -5,7 +5,7 @@
  * 2.0.
  */
 
-import { CoreSetup, CoreStart } from '@kbn/core/public';
+import type { AnalyticsServiceStart, CoreSetup, CoreStart } from '@kbn/core/public';
 import { ChartsPluginStart } from '@kbn/charts-plugin/public';
 import type { CloudStart } from '@kbn/cloud-plugin/public';
 import type { EmbeddableSetup, EmbeddableStart } from '@kbn/embeddable-plugin/public';
@@ -42,6 +42,7 @@ export interface DataVisualizerSetupDependencies {
   discover: DiscoverSetup;
 }
 export interface DataVisualizerStartDependencies {
+  analytics: AnalyticsServiceStart;
   data: DataPublicPluginStart;
   unifiedSearch: UnifiedSearchPublicPluginStart;
   fileUpload: FileUploadPluginStart;

x-pack/plugins/data_visualizer/tsconfig.json

@@ -68,7 +68,8 @@
     "@kbn/ml-string-hash",
     "@kbn/ml-random-sampler-utils",
     "@kbn/data-service",
-    "@kbn/core-notifications-browser"
+    "@kbn/core-notifications-browser",
+    "@kbn/ebt-tools"
   ],
   "exclude": [
     "target/**/*",

x-pack/test/functional/apps/ml/data_visualizer/index_data_visualizer.ts

@@ -246,7 +246,7 @@ export default function ({ getPageObject, getService }: FtrProviderContext) {
             lensMetricField.fieldName,
             'legacyMtrVis'
           );
-          await ml.navigation.browserBackTo('dataVisualizerTable');
+          await ml.navigation.browserBackTo('dataVisualizerTableContainer');
         }
         const lensNonMetricField = testData.expected.nonMetricFields?.find(
           (f) => f.type === ML_JOB_FIELD_TYPES.KEYWORD
@@ -257,7 +257,7 @@ export default function ({ getPageObject, getService }: FtrProviderContext) {
             lensNonMetricField.fieldName,
             'legacyMtrVis'
           );
-          await ml.navigation.browserBackTo('dataVisualizerTable');
+          await ml.navigation.browserBackTo('dataVisualizerTableContainer');
         }
       });
     });

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

@@ -136,7 +136,7 @@ export function MachineLearningDataVisualizerIndexBasedProvider({
 
     async assertDataVisualizerTableExist() {
       await retry.tryForTime(5000, async () => {
-        await testSubjects.existOrFail(`dataVisualizerTable`);
+        await testSubjects.existOrFail(`~dataVisualizerTable-loaded`);
       });
     },
 

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

@@ -24,7 +24,7 @@ export function MachineLearningDataVisualizerTableProvider(
 
   return new (class DataVisualizerTable {
     public async parseDataVisualizerTable() {
-      const table = await testSubjects.find('~dataVisualizerTable');
+      const table = await testSubjects.find('~dataVisualizerTable-loaded');
       const $ = await table.parseDomContent();
       const rows = [];
 
@@ -74,7 +74,7 @@ export function MachineLearningDataVisualizerTableProvider(
     }
 
     public rowSelector(fieldName: string, subSelector?: string) {
-      const row = `~dataVisualizerTable > ~row-${fieldName}`;
+      const row = `~dataVisualizerTableContainer > ~row-${fieldName}`;
       return !subSelector ? row : `${row} > ${subSelector}`;
     }
 
@@ -102,7 +102,7 @@ export function MachineLearningDataVisualizerTableProvider(
     }
 
     public detailsSelector(fieldName: string, subSelector?: string) {
-      const row = `~dataVisualizerTable > ~dataVisualizerFieldExpandedRow-${fieldName}`;
+      const row = `~dataVisualizerTableContainer > ~dataVisualizerFieldExpandedRow-${fieldName}`;
       return !subSelector ? row : `${row} > ${subSelector}`;
     }
 
@@ -566,7 +566,7 @@ export function MachineLearningDataVisualizerTableProvider(
     }
 
     public async ensureNumRowsPerPage(n: 10 | 25 | 50) {
-      const paginationButton = 'dataVisualizerTable > tablePaginationPopoverButton';
+      const paginationButton = 'dataVisualizerTableContainer > tablePaginationPopoverButton';
       await retry.tryForTime(10000, async () => {
         await testSubjects.existOrFail(paginationButton);
         await testSubjects.click(paginationButton);