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[7.x] [ML] Add option for anomaly charts for metric detector should p…
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7 changes: 7 additions & 0 deletions
7
...ugins/ml/public/application/timeseriesexplorer/components/plot_function_controls/index.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,7 @@ | ||
| /* | ||
| * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one | ||
| * or more contributor license agreements. Licensed under the Elastic License; | ||
| * you may not use this file except in compliance with the Elastic License. | ||
| */ | ||
|
|
||
| export { PlotByFunctionControls } from './plot_function_controls'; |
56 changes: 56 additions & 0 deletions
56
...plication/timeseriesexplorer/components/plot_function_controls/plot_function_controls.tsx
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,56 @@ | ||
| /* | ||
| * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one | ||
| * or more contributor license agreements. Licensed under the Elastic License; | ||
| * you may not use this file except in compliance with the Elastic License. | ||
| */ | ||
| import React from 'react'; | ||
| import { EuiFlexItem, EuiFormRow, EuiSelect } from '@elastic/eui'; | ||
| import { i18n } from '@kbn/i18n'; | ||
|
|
||
| const plotByFunctionOptions = [ | ||
| { | ||
| value: 'mean', | ||
| text: i18n.translate('xpack.ml.timeSeriesExplorer.plotByAvgOptionLabel', { | ||
| defaultMessage: 'mean', | ||
| }), | ||
| }, | ||
| { | ||
| value: 'min', | ||
| text: i18n.translate('xpack.ml.timeSeriesExplorer.plotByMinOptionLabel', { | ||
| defaultMessage: 'min', | ||
| }), | ||
| }, | ||
| { | ||
| value: 'max', | ||
| text: i18n.translate('xpack.ml.timeSeriesExplorer.plotByMaxOptionLabel', { | ||
| defaultMessage: 'max', | ||
| }), | ||
| }, | ||
| ]; | ||
| export const PlotByFunctionControls = ({ | ||
| functionDescription, | ||
| setFunctionDescription, | ||
| }: { | ||
| functionDescription: undefined | string; | ||
| setFunctionDescription: (func: string) => void; | ||
| }) => { | ||
| if (functionDescription === undefined) return null; | ||
| return ( | ||
| <EuiFlexItem grow={false}> | ||
| <EuiFormRow | ||
| label={i18n.translate('xpack.ml.timeSeriesExplorer.metricPlotByOption', { | ||
| defaultMessage: 'Function', | ||
| })} | ||
| > | ||
| <EuiSelect | ||
| options={plotByFunctionOptions} | ||
| value={functionDescription} | ||
| onChange={(e) => setFunctionDescription(e.target.value)} | ||
| aria-label={i18n.translate('xpack.ml.timeSeriesExplorer.metricPlotByOptionLabel', { | ||
| defaultMessage: 'Pick function to plot by (min, max, or average) if metric function', | ||
| })} | ||
| /> | ||
| </EuiFormRow> | ||
| </EuiFlexItem> | ||
| ); | ||
| }; |
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24 changes: 24 additions & 0 deletions
24
x-pack/plugins/ml/public/application/timeseriesexplorer/get_criteria_fields.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| /* | ||
| * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one | ||
| * or more contributor license agreements. Licensed under the Elastic License; | ||
| * you may not use this file except in compliance with the Elastic License. | ||
| */ | ||
|
|
||
| /** | ||
| * Updates criteria fields for API calls, e.g. getAnomaliesTableData | ||
| * @param detectorIndex | ||
| * @param entities | ||
| */ | ||
| export const getCriteriaFields = (detectorIndex: number, entities: Record<string, any>) => { | ||
| // Only filter on the entity if the field has a value. | ||
| const nonBlankEntities = entities.filter( | ||
| (entity: { fieldValue: any }) => entity.fieldValue !== null | ||
| ); | ||
| return [ | ||
| { | ||
| fieldName: 'detector_index', | ||
| fieldValue: detectorIndex, | ||
| }, | ||
| ...nonBlankEntities, | ||
| ]; | ||
| }; |
62 changes: 62 additions & 0 deletions
62
x-pack/plugins/ml/public/application/timeseriesexplorer/get_function_description.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,62 @@ | ||
| /* | ||
| * Copyright Elasticsearch B.V. and/or licensed to Elasticsearch B.V. under one | ||
| * or more contributor license agreements. Licensed under the Elastic License; | ||
| * you may not use this file except in compliance with the Elastic License. | ||
| */ | ||
|
|
||
| import { i18n } from '@kbn/i18n'; | ||
| import { mlResultsService } from '../services/results_service'; | ||
| import { ToastNotificationService } from '../services/toast_notification_service'; | ||
| import { getControlsForDetector } from './get_controls_for_detector'; | ||
| import { getCriteriaFields } from './get_criteria_fields'; | ||
| import { CombinedJob } from '../../../common/types/anomaly_detection_jobs'; | ||
| import { ML_JOB_AGGREGATION } from '../../../common/constants/aggregation_types'; | ||
|
|
||
| /** | ||
| * Get the function description from the record with the highest anomaly score | ||
| */ | ||
| export const getFunctionDescription = async ( | ||
| { | ||
| selectedDetectorIndex, | ||
| selectedEntities, | ||
| selectedJobId, | ||
| selectedJob, | ||
| }: { | ||
| selectedDetectorIndex: number; | ||
| selectedEntities: Record<string, any>; | ||
| selectedJobId: string; | ||
| selectedJob: CombinedJob; | ||
| }, | ||
| toastNotificationService: ToastNotificationService | ||
| ) => { | ||
| // if the detector's function is metric, fetch the highest scoring anomaly record | ||
| // and set to plot the function_description (avg/min/max) of that record by default | ||
| if ( | ||
| selectedJob?.analysis_config?.detectors[selectedDetectorIndex]?.function !== | ||
| ML_JOB_AGGREGATION.METRIC | ||
| ) | ||
| return; | ||
|
|
||
| const entityControls = getControlsForDetector( | ||
| selectedDetectorIndex, | ||
| selectedEntities, | ||
| selectedJobId | ||
| ); | ||
| const criteriaFields = getCriteriaFields(selectedDetectorIndex, entityControls); | ||
| try { | ||
| const resp = await mlResultsService | ||
| .getRecordsForCriteria([selectedJob.job_id], criteriaFields, 0, null, null, 1) | ||
| .toPromise(); | ||
| if (Array.isArray(resp?.records) && resp.records.length === 1) { | ||
| const highestScoringAnomaly = resp.records[0]; | ||
| return highestScoringAnomaly?.function_description; | ||
| } | ||
| } catch (error) { | ||
| toastNotificationService.displayErrorToast( | ||
| error, | ||
| i18n.translate('xpack.ml.timeSeriesExplorer.highestAnomalyScoreErrorToastTitle', { | ||
| defaultMessage: 'An error occurred getting record with the highest anomaly score', | ||
| }) | ||
| ); | ||
| } | ||
| }; |
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