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								import { cloneDeep } from 'lodash';
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								import { from, merge, Observable, of } from 'rxjs';
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								import { catchError, filter, finalize, map, mergeAll, mergeMap, reduce, takeUntil } from 'rxjs/operators';
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								import { AnnotationQuery, DataSourceApi } from '@grafana/data';
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								import { config, getDataSourceSrv } from '@grafana/runtime';
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								import { PublicAnnotationsDataSource } from 'app/features/query/state/DashboardQueryRunner/PublicAnnotationsDataSource';
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								import { AnnotationQueryFinished, AnnotationQueryStarted } from '../../../../types/events';
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								import { AnnotationsQueryRunner } from './AnnotationsQueryRunner';
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								import { getDashboardQueryRunner } from './DashboardQueryRunner';
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								import { LegacyAnnotationQueryRunner } from './LegacyAnnotationQueryRunner';
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								import {
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								  AnnotationQueryRunner,
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								  DashboardQueryRunnerOptions,
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								  DashboardQueryRunnerWorker,
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								  DashboardQueryRunnerWorkerResult,
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								} from './types';
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								import { emptyResult, handleDatasourceSrvError, translateQueryResult } from './utils';
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								export class AnnotationsWorker implements DashboardQueryRunnerWorker {
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								  constructor(
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								    private readonly runners: AnnotationQueryRunner[] = [
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								      new LegacyAnnotationQueryRunner(),
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								      new AnnotationsQueryRunner(),
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								    ]
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								  ) {}
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								  canWork({ dashboard }: DashboardQueryRunnerOptions): boolean {
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								    const annotations = dashboard.annotations.list.find(AnnotationsWorker.getAnnotationsToProcessFilter);
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								    return Boolean(annotations);
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								  }
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								  work(options: DashboardQueryRunnerOptions): Observable<DashboardQueryRunnerWorkerResult> {
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								    if (!this.canWork(options)) {
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								      return emptyResult();
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								    }
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								    const { dashboard, range } = options;
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								    let annotations = dashboard.annotations.list.filter(AnnotationsWorker.getAnnotationsToProcessFilter);
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								    // We only want to create a single PublicDashboardDatasource. This will get all annotations in one request.
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								    if (config.publicDashboardAccessToken && annotations.length > 0) {
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								      annotations = [annotations[0]];
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								    }
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								    const observables = annotations.map((annotation) => {
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								      let datasourceObservable;
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								      if (config.publicDashboardAccessToken) {
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								        const pubdashDatasource = new PublicAnnotationsDataSource();
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								        datasourceObservable = of(pubdashDatasource).pipe(catchError(handleDatasourceSrvError));
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								      } else {
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								        datasourceObservable = from(getDataSourceSrv().get(annotation.datasource)).pipe(
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								          catchError(handleDatasourceSrvError) // because of the reduce all observables need to be completed, so an erroneous observable wont do
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								        );
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								      }
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								      return datasourceObservable.pipe(
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								        mergeMap((datasource?: DataSourceApi) => {
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								          const runner = this.runners.find((r) => r.canRun(datasource));
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								          if (!runner) {
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								            return of([]);
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								          }
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								          dashboard.events.publish(new AnnotationQueryStarted(annotation));
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								          return runner.run({ annotation, datasource, dashboard, range }).pipe(
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								            takeUntil(
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								              getDashboardQueryRunner()
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								                .cancellations()
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								                .pipe(filter((a) => a === annotation))
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								            ),
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								            map((results) => {
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								              // store response in annotation object if this is a snapshot call
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								              if (dashboard.snapshot) {
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								                annotation.snapshotData = cloneDeep(results);
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								              }
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								              // translate result
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								              if (config.publicDashboardAccessToken) {
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								                return results;
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								              } else {
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								                return translateQueryResult(annotation, results);
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								              }
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								            }),
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								            finalize(() => {
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								              dashboard.events.publish(new AnnotationQueryFinished(annotation));
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								            })
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								          );
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								        })
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								      );
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								    });
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								    return merge(observables).pipe(
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								      mergeAll(),
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								      reduce((acc, value) => {
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								        // should we use scan or reduce here
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								        // reduce will only emit when all observables are completed
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								        // scan will emit when any observable is completed
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								        // choosing reduce to minimize re-renders
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								        return acc.concat(value);
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								      }),
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								      map((annotations) => {
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								        return { annotations, alertStates: [] };
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								      })
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								    );
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								  }
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								  private static getAnnotationsToProcessFilter(annotation: AnnotationQuery): boolean {
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								    return annotation.enable && !Boolean(annotation.snapshotData);
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								  }
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								}
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