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Elasticsearch: Add developer documentation (#89050)
* Elasticsearch: Add developer documentation * Update * Update * Add code comments * Update * Update public/app/plugins/datasource/elasticsearch/docs/developer_documentation.md
This commit is contained in:
Ivana Huckova
GitHub
parent
82aa000e9d
commit
375be77f32
@ -1,4 +1,4 @@
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import { cloneDeep, find, first as _first, isNumber, isObject, isString, map as _map } from 'lodash';
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import { cloneDeep, first as _first, isNumber, isObject, isString, map as _map, find } from 'lodash';
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import { from, generate, lastValueFrom, Observable, of } from 'rxjs';
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import { catchError, first, map, mergeMap, skipWhile, throwIfEmpty, tap } from 'rxjs/operators';
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import { SemVer } from 'semver';
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@ -121,7 +121,6 @@ export class ElasticDatasource
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queryBuilder: ElasticQueryBuilder;
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indexPattern: IndexPattern;
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intervalPattern?: Interval;
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logMessageField?: string;
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logLevelField?: string;
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dataLinks: DataLinkConfig[];
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languageProvider: LanguageProvider;
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@ -140,7 +139,7 @@ export class ElasticDatasource
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this.name = instanceSettings.name;
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this.isProxyAccess = instanceSettings.access === 'proxy';
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const settingsData = instanceSettings.jsonData || {};
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// instanceSettings.database is deprecated and should be removed in the future
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this.index = settingsData.index ?? instanceSettings.database ?? '';
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this.timeField = settingsData.timeField;
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this.indexPattern = new IndexPattern(this.index, settingsData.interval);
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@ -150,19 +149,15 @@ export class ElasticDatasource
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this.queryBuilder = new ElasticQueryBuilder({
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timeField: this.timeField,
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});
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this.logMessageField = settingsData.logMessageField || '';
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this.logLevelField = settingsData.logLevelField || '';
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this.dataLinks = settingsData.dataLinks || [];
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this.includeFrozen = settingsData.includeFrozen ?? false;
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// we want to cache the database version so we don't have to ask for it every time
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this.databaseVersion = null;
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this.annotations = {
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QueryEditor: ElasticsearchAnnotationsQueryEditor,
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};
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if (this.logMessageField === '') {
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this.logMessageField = undefined;
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}
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if (this.logLevelField === '') {
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this.logLevelField = undefined;
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}
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@ -181,6 +176,11 @@ export class ElasticDatasource
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return this.postResource(path, data, resourceOptions);
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}
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/**
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* Implemented as part of DataSourceWithQueryImportSupport.
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* Imports queries from AbstractQuery objects when switching between different data source types.
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* @returns A Promise that resolves to an array of ES queries.
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*/
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async importFromAbstractQueries(abstractQueries: AbstractQuery[]): Promise<ElasticsearchQuery[]> {
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return abstractQueries.map((abstractQuery) => this.languageProvider.importFromAbstractQuery(abstractQuery));
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}
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@ -235,6 +235,11 @@ export class ElasticDatasource
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);
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}
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/**
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* Implemented as part of the DataSourceAPI. It allows the datasource to serve as a source of annotations for a dashboard.
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* @returns A promise that resolves to an array of AnnotationEvent objects representing the annotations for the dashboard.
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* @todo This is deprecated and it is recommended to use the `AnnotationSupport` feature for annotations.
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*/
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annotationQuery(options: any): Promise<AnnotationEvent[]> {
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const payload = this.prepareAnnotationRequest(options);
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trackAnnotationQuery(options.annotation);
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@ -255,6 +260,7 @@ export class ElasticDatasource
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);
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}
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// Private method used in the `annotationQuery` to prepare the payload for the Elasticsearch annotation request
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private prepareAnnotationRequest(options: {
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annotation: ElasticsearchAnnotationQuery;
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// Should be DashboardModel but cannot import that here from the main app. This is a temporary solution as we need to move from deprecated annotations.
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@ -348,6 +354,7 @@ export class ElasticDatasource
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return payload;
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}
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// Private method used in the `annotationQuery` to process Elasticsearch hits into AnnotationEvents
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private processHitsToAnnotationEvents(annotation: ElasticsearchAnnotationQuery, hits: ElasticsearchHits) {
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const timeField = annotation.timeField || '@timestamp';
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const timeEndField = annotation.timeEndField || null;
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@ -416,10 +423,15 @@ export class ElasticDatasource
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return list;
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}
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// Replaces variables in a Lucene query string
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interpolateLuceneQuery(queryString: string, scopedVars?: ScopedVars) {
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return this.templateSrv.replace(queryString, scopedVars, 'lucene');
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}
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/**
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* Implemented as a part of DataSourceApi. Interpolates variables and adds ad hoc filters to a list of ES queries.
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* @returns An array of ES queries with interpolated variables and ad hoc filters using `applyTemplateVariables`.
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*/
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interpolateVariablesInQueries(
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queries: ElasticsearchQuery[],
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scopedVars: ScopedVars,
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@ -428,6 +440,9 @@ export class ElasticDatasource
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return queries.map((q) => this.applyTemplateVariables(q, scopedVars, filters));
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}
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/**
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* @todo Remove as we have health checks in the backend
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*/
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async testDatasource() {
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// we explicitly ask for uncached, "fresh" data here
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const dbVersion = await this.getDatabaseVersion(false);
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@ -456,7 +471,8 @@ export class ElasticDatasource
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);
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}
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getQueryHeader(searchType: string, timeFrom?: DateTime, timeTo?: DateTime): string {
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// Private method used in `getTerms` to get the header for the Elasticsearch query
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private getQueryHeader(searchType: string, timeFrom?: DateTime, timeTo?: DateTime): string {
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const queryHeader = {
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search_type: searchType,
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ignore_unavailable: true,
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@ -466,6 +482,11 @@ export class ElasticDatasource
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return JSON.stringify(queryHeader);
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}
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/**
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* Implemented as part of DataSourceApi. Converts a ES query to a simple text string.
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* Used, for example, in Query history.
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* @returns A text representation of the query.
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*/
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getQueryDisplayText(query: ElasticsearchQuery) {
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// TODO: This might be refactored a bit.
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const metricAggs = query.metrics;
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@ -517,6 +538,10 @@ export class ElasticDatasource
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return text;
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}
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/**
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* Part of `DataSourceWithLogsContextSupport`, used to retrieve log context for a log row.
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* @returns A promise that resolves to an object containing the log context data as DataFrames.
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*/
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getLogRowContext = async (row: LogRowModel, options?: LogRowContextOptions): Promise<{ data: DataFrame[] }> => {
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const contextRequest = this.makeLogContextDataRequest(row, options);
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return lastValueFrom(
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@ -552,10 +577,20 @@ export class ElasticDatasource
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}
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}
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/**
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* Implemented for DataSourceWithSupplementaryQueriesSupport.
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* It returns the supplementary types that the data source supports.
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* @returns An array of supported supplementary query types.
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*/
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getSupportedSupplementaryQueryTypes(): SupplementaryQueryType[] {
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return [SupplementaryQueryType.LogsVolume, SupplementaryQueryType.LogsSample];
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}
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/**
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* Implemented for DataSourceWithSupplementaryQueriesSupport.
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* It retrieves supplementary queries based on the provided options and ES query.
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* @returns A supplemented ES query or undefined if unsupported.
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*/
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getSupplementaryQuery(options: SupplementaryQueryOptions, query: ElasticsearchQuery): ElasticsearchQuery | undefined {
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let isQuerySuitable = false;
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@ -628,6 +663,10 @@ export class ElasticDatasource
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}
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}
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/**
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* Private method used in the `getDataProvider` for DataSourceWithSupplementaryQueriesSupport, specifically for Logs volume queries.
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* @returns An Observable of DataQueryResponse or undefined if no suitable queries are found.
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*/
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private getLogsVolumeDataProvider(
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request: DataQueryRequest<ElasticsearchQuery>
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): DataQueryRequest<ElasticsearchQuery> | undefined {
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@ -643,6 +682,10 @@ export class ElasticDatasource
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return { ...logsVolumeRequest, targets };
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}
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/**
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* Private method used in the `getDataProvider` for DataSourceWithSupplementaryQueriesSupport, specifically for Logs sample queries.
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* @returns An Observable of DataQueryResponse or undefined if no suitable queries are found.
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*/
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private getLogsSampleDataProvider(
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request: DataQueryRequest<ElasticsearchQuery>
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): DataQueryRequest<ElasticsearchQuery> | undefined {
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@ -659,6 +702,10 @@ export class ElasticDatasource
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return { ...logsSampleRequest, targets: elasticQueries };
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}
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/**
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* Required by DataSourceApi. It executes queries based on the provided DataQueryRequest.
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* @returns An Observable of DataQueryResponse containing the query results.
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*/
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query(request: DataQueryRequest<ElasticsearchQuery>): Observable<DataQueryResponse> {
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const start = new Date();
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return super.query(request).pipe(
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@ -672,6 +719,11 @@ export class ElasticDatasource
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);
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}
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/**
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* Filters out queries that are hidden. Used when running queries through backend.
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* It is called from DatasourceWithBackend.
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* @returns `true` if the query is not hidden.
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*/
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filterQuery(query: ElasticsearchQuery): boolean {
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if (query.hide) {
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return false;
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@ -679,13 +731,17 @@ export class ElasticDatasource
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return true;
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}
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isMetadataField(fieldName: string) {
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// Private method used in the `getFields` to check if a field is a metadata field.
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private isMetadataField(fieldName: string) {
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return ELASTIC_META_FIELDS.includes(fieldName);
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}
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// TODO: instead of being a string, this could be a custom type representing all the elastic types
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// FIXME: This doesn't seem to return actual MetricFindValues, we should either change the return type
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// or fix the implementation.
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/**
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* Get the list of the fields to display in query editor or used for example in getTagKeys.
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* @todo instead of being a string, this could be a custom type representing all the elastic types
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* @fixme This doesn't seem to return actual MetricFindValues, we should either change the return type
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* or fix the implementation.
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*/
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getFields(type?: string[], range?: TimeRange): Observable<MetricFindValue[]> {
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const typeMap: Record<string, string> = {
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float: 'number',
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@ -767,6 +823,10 @@ export class ElasticDatasource
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);
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}
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/**
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* Get values for a given field.
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* Used for example in getTagValues.
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*/
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getTerms(queryDef: TermsQuery, range = getDefaultTimeRange()): Observable<MetricFindValue[]> {
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const searchType = 'query_then_fetch';
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const header = this.getQueryHeader(searchType, range.from, range.to);
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@ -798,6 +858,7 @@ export class ElasticDatasource
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);
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}
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// Method used to create URL that includes correct parameters based on ES data source config.
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getMultiSearchUrl() {
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const searchParams = new URLSearchParams();
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@ -812,6 +873,10 @@ export class ElasticDatasource
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return ('_msearch?' + searchParams.toString()).replace(/\?$/, '');
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}
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/**
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* Implemented as part of DataSourceAPI and used for template variable queries.
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* @returns A Promise that resolves to an array of results from the metric find query.
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*/
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metricFindQuery(query: string, options?: { range: TimeRange }): Promise<MetricFindValue[]> {
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const range = options?.range;
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const parsedQuery = JSON.parse(query);
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@ -831,14 +896,26 @@ export class ElasticDatasource
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return Promise.resolve([]);
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}
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/**
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* Implemented as part of the DataSourceAPI. Retrieves tag keys that can be used for ad-hoc filtering.
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* @returns A Promise that resolves to an array of label names represented as MetricFindValue objects.
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*/
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getTagKeys() {
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return lastValueFrom(this.getFields());
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}
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/**
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* Implemented as part of the DataSourceAPI. Retrieves tag values that can be used for ad-hoc filtering.
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* @returns A Promise that resolves to an array of label values represented as MetricFindValue objects
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*/
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getTagValues(options: DataSourceGetTagValuesOptions<ElasticsearchQuery>) {
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return lastValueFrom(this.getTerms({ field: options.key }, options.timeRange));
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}
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/**
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* Implemented as part of the DataSourceAPI.
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* Used by alerting to check if query contains template variables.
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*/
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targetContainsTemplate(target: ElasticsearchQuery) {
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if (this.templateSrv.containsTemplate(target.query) || this.templateSrv.containsTemplate(target.alias)) {
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return true;
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@ -875,6 +952,7 @@ export class ElasticDatasource
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return false;
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}
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// Private method used in the `targetContainsTemplate` to check if an object contains template variables.
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private objectContainsTemplate(obj: any) {
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if (typeof obj === 'string') {
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return this.templateSrv.containsTemplate(obj);
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@ -898,6 +976,11 @@ export class ElasticDatasource
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return false;
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}
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/**
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* Implemented for `DataSourceWithToggleableQueryFiltersSupport`. Toggles a filter on or off based on the provided filter action.
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* It is used for example in Explore to toggle fields on and off trough log details.
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* @returns A new ES query with the filter toggled as specified.
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*/
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toggleQueryFilter(query: ElasticsearchQuery, filter: ToggleFilterAction): ElasticsearchQuery {
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let expression = query.query ?? '';
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switch (filter.type) {
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@ -921,11 +1004,20 @@ export class ElasticDatasource
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return { ...query, query: expression };
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}
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/**
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* Implemented for `DataSourceWithToggleableQueryFiltersSupport`. Checks if a query expression contains a filter based on the provided filter options.
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* @returns A boolean value indicating whether the filter exists in the query expression.
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*/
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queryHasFilter(query: ElasticsearchQuery, options: QueryFilterOptions): boolean {
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let expression = query.query ?? '';
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return queryHasFilter(expression, options.key, options.value);
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}
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/**
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* Implemented as part of `DataSourceWithQueryModificationSupport`. Used to modify a query based on the provided action.
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* It is used, for example, in the Query Builder to apply hints such as parsers, operations, etc.
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* @returns A new ES query with the specified modification applied.
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*/
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modifyQuery(query: ElasticsearchQuery, action: QueryFixAction): ElasticsearchQuery {
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if (!action.options) {
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return query;
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@ -954,10 +1046,18 @@ export class ElasticDatasource
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return { ...query, query: expression };
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}
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/**
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* Implemented as part of `DataSourceWithQueryModificationSupport`. Returns a list of operation
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* types that are supported by `modifyQuery()`.
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*/
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getSupportedQueryModifications() {
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return ['ADD_FILTER', 'ADD_FILTER_OUT', 'ADD_STRING_FILTER', 'ADD_STRING_FILTER_OUT'];
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}
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/**
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* Adds ad hoc filters to a query expression, handling proper escaping of filter values.
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* @returns The query expression with ad hoc filters and correctly escaped values.
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*/
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addAdHocFilters(query: string, adhocFilters?: AdHocVariableFilter[]) {
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if (!adhocFilters) {
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return query;
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@ -970,7 +1070,11 @@ export class ElasticDatasource
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return finalQuery;
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}
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// Used when running queries through backend
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/**
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* Applies template variables and add hoc filters to a query. Used when running queries through backend.
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* It is called from DatasourceWithBackend.
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* @returns A modified ES query with template variables and ad hoc filters applied.
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*/
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applyTemplateVariables(
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query: ElasticsearchQuery,
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scopedVars: ScopedVars,
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@ -1006,6 +1110,7 @@ export class ElasticDatasource
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return finalQuery;
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}
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// Private method used in the `getDatabaseVersion` to get the database version from the Elasticsearch API.
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private getDatabaseVersionUncached(): Promise<SemVer | null> {
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// we want this function to never fail
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const getDbVersionObservable = from(this.getResourceRequest(''));
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@ -1029,6 +1134,11 @@ export class ElasticDatasource
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);
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}
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/**
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* Method used to get the database version from cache or from the Elasticsearch API.
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* Elasticsearch data source supports only certain versions of Elasticsearch and we
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* want to check the version and notify the user if the version is not supported.
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* */
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async getDatabaseVersion(useCachedData = true): Promise<SemVer | null> {
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if (useCachedData) {
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const cached = this.databaseVersion;
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@ -1042,6 +1152,7 @@ export class ElasticDatasource
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return freshDatabaseVersion;
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}
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// private method used in the `getLogRowContext` to create a log context data request.
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private makeLogContextDataRequest = (row: LogRowModel, options?: LogRowContextOptions) => {
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const direction = options?.direction || LogRowContextQueryDirection.Backward;
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const logQuery: Logs = {
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@ -1087,6 +1198,7 @@ export class ElasticDatasource
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};
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}
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// Function to enhance the data frame with data links configured in the data source settings.
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export function enhanceDataFrameWithDataLinks(dataFrame: DataFrame, dataLinks: DataLinkConfig[]) {
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if (!dataLinks.length) {
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return;
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@ -0,0 +1,31 @@
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# ElasticSearch data source in Grafana
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ElasticSearch is the built-in core data source and one of the oldest and most popular data sources in Grafana. When refactoring and improving, it's important to consider that many users have legacy dashboards, annotations and configs that need to remain compatible.
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## Running queries using backend
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Queries in the ElasticSearch data source are now exclusively run through the backend. This change is detailed in [this document](https://docs.google.com/document/d/1oLfVh54gReZEN9FdlJ0Wuo7Ja8XhSbjJ15FkRisPGs8/edit#heading=h.nuqzkh8bfixf). The `enableElasticSearchBackendQuerying` feature toggle, which allowed switching between frontend and backend modes, was removed in Grafana 11.1.0. In case of reported issues, please refer to the linked document.
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## Development
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When developing for ElasticSearch, use `make devenv sources=elastic`. To specify a version, use `make devenv sources=elastic elastic_version=7.17.0`. In `devenv/docker/blocks/elastic/data/data.js`, you can update data to suit your debugging and testing needs. Additionally, ElasticSearch has a couple of debugging dashboards located in `devenv/dev-dashboards/datasource-ElasticSearch`.
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## Instrumentation
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The ElasticSearch data source has improved instrumentation with logs, metrics, traces, and dashboards. When debugging issues, it is useful to review the available telemetry signals.
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## Technical debt
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Here is a list of our current technical debt.
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### Database field
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Previously, users stored ElasticSearch indices in the `database` field, which has since been deprecated. It is now stored in `jsonData` (implemented in https://github.com/grafana/grafana/pull/62808), though we continue to support both fields. Eventually, support for the `database` field will need to be removed.
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## Supported Explore and Log features
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Many Explore and Log features are implemented through `DataSourceWithXXXSupport`, making it clear which functionalities are supported.
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## Supported ES Versions and version changes
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The supported ElasticSearch version is documented at https://grafana.com/docs/grafana/latest/datasources/ElasticSearch/#supported-ElasticSearch-versions. We typically update it with major Grafana versions, following ElasticSearch [Elastic Product End of Life Dates](https://www.elastic.co/support/eol) to the last supported versions of ElasticSearch available at the time of Grafana's release.
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