EVOLUTION-MANAGER
Edit File: datasource.ts
// Libraries import cloneDeep from 'lodash/cloneDeep'; import defaults from 'lodash/defaults'; import $ from 'jquery'; // Services & Utils import kbn from 'app/core/utils/kbn'; import { AnnotationEvent, CoreApp, DataQueryError, DataQueryRequest, DataQueryResponse, DataQueryResponseData, DataSourceApi, DataSourceInstanceSettings, dateMath, DateTime, LoadingState, ScopedVars, TimeRange, TimeSeries, } from '@grafana/data'; import { forkJoin, from, merge, Observable, of } from 'rxjs'; import { filter, map, tap } from 'rxjs/operators'; import PrometheusMetricFindQuery from './metric_find_query'; import { ResultTransformer } from './result_transformer'; import PrometheusLanguageProvider from './language_provider'; import { getBackendSrv } from 'app/core/services/backend_srv'; import addLabelToQuery from './add_label_to_query'; import { getQueryHints } from './query_hints'; import { expandRecordingRules } from './language_utils'; // Types import { PromOptions, PromQuery, PromQueryRequest } from './types'; import { safeStringifyValue } from 'app/core/utils/explore'; import templateSrv from 'app/features/templating/template_srv'; import { getTimeSrv } from 'app/features/dashboard/services/TimeSrv'; import TableModel from 'app/core/table_model'; export const ANNOTATION_QUERY_STEP_DEFAULT = '60s'; interface RequestOptions { method?: string; url?: string; headers?: Record<string, string>; transformRequest?: (data: any) => string; data?: any; withCredentials?: boolean; silent?: boolean; requestId?: string; } export interface PromDataQueryResponse { data: { status: string; data: { resultType: string; results?: DataQueryResponseData[]; result?: DataQueryResponseData[]; }; }; cancelled?: boolean; } export interface PromLabelQueryResponse { data: { status: string; data: string[]; }; cancelled?: boolean; } export class PrometheusDatasource extends DataSourceApi<PromQuery, PromOptions> { type: string; editorSrc: string; ruleMappings: { [index: string]: string }; url: string; directUrl: string; basicAuth: any; withCredentials: any; metricsNameCache: any; interval: string; queryTimeout: string; httpMethod: string; languageProvider: PrometheusLanguageProvider; resultTransformer: ResultTransformer; customQueryParameters: any; constructor(instanceSettings: DataSourceInstanceSettings<PromOptions>) { super(instanceSettings); this.type = 'prometheus'; this.editorSrc = 'app/features/prometheus/partials/query.editor.html'; this.url = instanceSettings.url; this.basicAuth = instanceSettings.basicAuth; this.withCredentials = instanceSettings.withCredentials; this.interval = instanceSettings.jsonData.timeInterval || '15s'; this.queryTimeout = instanceSettings.jsonData.queryTimeout; this.httpMethod = instanceSettings.jsonData.httpMethod || 'GET'; this.directUrl = instanceSettings.jsonData.directUrl; this.resultTransformer = new ResultTransformer(templateSrv); this.ruleMappings = {}; this.languageProvider = new PrometheusLanguageProvider(this); this.customQueryParameters = new URLSearchParams(instanceSettings.jsonData.customQueryParameters); } init = () => { this.loadRules(); }; getQueryDisplayText(query: PromQuery) { return query.expr; } _addTracingHeaders(httpOptions: PromQueryRequest, options: DataQueryRequest<PromQuery>) { httpOptions.headers = {}; const proxyMode = !this.url.match(/^http/); if (proxyMode) { httpOptions.headers['X-Dashboard-Id'] = options.dashboardId; httpOptions.headers['X-Panel-Id'] = options.panelId; } } _request(url: string, data: Record<string, string> = {}, options?: RequestOptions) { options = defaults(options || {}, { url: this.url + url, method: this.httpMethod, headers: {}, }); if (options.method === 'GET') { if (data && Object.keys(data).length) { options.url = options.url + '?' + Object.entries(data) .map(([k, v]) => `${encodeURIComponent(k)}=${encodeURIComponent(v)}`) .join('&'); } } else { options.headers['Content-Type'] = 'application/x-www-form-urlencoded'; options.transformRequest = (data: any) => $.param(data); options.data = data; } if (this.basicAuth || this.withCredentials) { options.withCredentials = true; } if (this.basicAuth) { options.headers.Authorization = this.basicAuth; } return getBackendSrv().datasourceRequest(options as Required<RequestOptions>); } // Use this for tab completion features, wont publish response to other components metadataRequest(url: string) { return this._request(url, null, { method: 'GET', silent: true }); } interpolateQueryExpr(value: string | string[] = [], variable: any) { // if no multi or include all do not regexEscape if (!variable.multi && !variable.includeAll) { return prometheusRegularEscape(value); } if (typeof value === 'string') { return prometheusSpecialRegexEscape(value); } const escapedValues = value.map(val => prometheusSpecialRegexEscape(val)); return escapedValues.join('|'); } targetContainsTemplate(target: PromQuery) { return templateSrv.variableExists(target.expr); } processResult = (response: any, query: PromQueryRequest, target: PromQuery, responseListLength: number) => { // Keeping original start/end for transformers const transformerOptions = { format: target.format, step: query.step, legendFormat: target.legendFormat, start: query.start, end: query.end, query: query.expr, responseListLength, refId: target.refId, valueWithRefId: target.valueWithRefId, }; const series = this.resultTransformer.transform(response, transformerOptions); return series; }; prepareTargets = (options: DataQueryRequest<PromQuery>, start: number, end: number) => { const queries: PromQueryRequest[] = []; const activeTargets: PromQuery[] = []; for (const target of options.targets) { if (!target.expr || target.hide) { continue; } target.requestId = options.panelId + target.refId; if (options.app !== CoreApp.Explore) { activeTargets.push(target); queries.push(this.createQuery(target, options, start, end)); continue; } if (target.showingTable) { // create instant target only if Table is showed in Explore const instantTarget: any = cloneDeep(target); instantTarget.format = 'table'; instantTarget.instant = true; instantTarget.valueWithRefId = true; delete instantTarget.maxDataPoints; instantTarget.requestId += '_instant'; activeTargets.push(instantTarget); queries.push(this.createQuery(instantTarget, options, start, end)); } if (target.showingGraph) { // create time series target only if Graph is showed in Explore target.format = 'time_series'; target.instant = false; activeTargets.push(target); queries.push(this.createQuery(target, options, start, end)); } } return { queries, activeTargets, }; }; query(options: DataQueryRequest<PromQuery>): Observable<DataQueryResponse> { const start = this.getPrometheusTime(options.range.from, false); const end = this.getPrometheusTime(options.range.to, true); const { queries, activeTargets } = this.prepareTargets(options, start, end); // No valid targets, return the empty result to save a round trip. if (!queries || !queries.length) { return of({ data: [], state: LoadingState.Done, }); } if (options.app === CoreApp.Explore) { return this.exploreQuery(queries, activeTargets, end); } return this.panelsQuery(queries, activeTargets, end, options.requestId); } private exploreQuery(queries: PromQueryRequest[], activeTargets: PromQuery[], end: number) { let runningQueriesCount = queries.length; const subQueries = queries.map((query, index) => { const target = activeTargets[index]; let observable: Observable<any> = null; if (query.instant) { observable = from(this.performInstantQuery(query, end)); } else { observable = from(this.performTimeSeriesQuery(query, query.start, query.end)); } return observable.pipe( // Decrease the counter here. We assume that each request returns only single value and then completes // (should hold until there is some streaming requests involved). tap(() => runningQueriesCount--), filter((response: any) => (response.cancelled ? false : true)), map((response: any) => { const data = this.processResult(response, query, target, queries.length); return { data, key: query.requestId, state: runningQueriesCount === 0 ? LoadingState.Done : LoadingState.Loading, } as DataQueryResponse; }) ); }); return merge(...subQueries); } private panelsQuery(queries: PromQueryRequest[], activeTargets: PromQuery[], end: number, requestId: string) { const observables: Array<Observable<Array<TableModel | TimeSeries>>> = queries.map((query, index) => { const target = activeTargets[index]; let observable: Observable<any> = null; if (query.instant) { observable = from(this.performInstantQuery(query, end)); } else { observable = from(this.performTimeSeriesQuery(query, query.start, query.end)); } return observable.pipe( filter((response: any) => (response.cancelled ? false : true)), map((response: any) => { const data = this.processResult(response, query, target, queries.length); return data; }) ); }); return forkJoin(observables).pipe( map((results: Array<Array<TableModel | TimeSeries>>) => { const data = results.reduce((result, current) => { return [...result, ...current]; }, []); return { data, key: requestId, state: LoadingState.Done, }; }) ); } createQuery(target: PromQuery, options: DataQueryRequest<PromQuery>, start: number, end: number) { const query: PromQueryRequest = { hinting: target.hinting, instant: target.instant, step: 0, expr: '', requestId: target.requestId, refId: target.refId, start: 0, end: 0, }; const range = Math.ceil(end - start); // options.interval is the dynamically calculated interval let interval = kbn.interval_to_seconds(options.interval); // Minimum interval ("Min step"), if specified for the query or datasource. or same as interval otherwise const minInterval = kbn.interval_to_seconds( templateSrv.replace(target.interval, options.scopedVars) || options.interval ); const intervalFactor = target.intervalFactor || 1; // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits const adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor); let scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars(options.range) }; // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars if (interval !== adjustedInterval) { interval = adjustedInterval; scopedVars = Object.assign({}, options.scopedVars, { __interval: { text: interval + 's', value: interval + 's' }, __interval_ms: { text: interval * 1000, value: interval * 1000 }, ...this.getRangeScopedVars(options.range), }); } query.step = interval; let expr = target.expr; // Apply adhoc filters const adhocFilters = templateSrv.getAdhocFilters(this.name); expr = adhocFilters.reduce((acc: string, filter: { key?: any; operator?: any; value?: any }) => { const { key, operator } = filter; let { value } = filter; if (operator === '=~' || operator === '!~') { value = prometheusRegularEscape(value); } return addLabelToQuery(acc, key, value, operator); }, expr); // Only replace vars in expression after having (possibly) updated interval vars query.expr = templateSrv.replace(expr, scopedVars, this.interpolateQueryExpr); // Align query interval with step to allow query caching and to ensure // that about-same-time query results look the same. const adjusted = alignRange( start, end, query.step, getTimeSrv() .timeRange() .to.utcOffset() * 60 ); query.start = adjusted.start; query.end = adjusted.end; this._addTracingHeaders(query, options); return query; } adjustInterval(interval: number, minInterval: number, range: number, intervalFactor: number) { // Prometheus will drop queries that might return more than 11000 data points. // Calculate a safe interval as an additional minimum to take into account. const safeInterval = Math.ceil(range / 11000); return Math.max(interval * intervalFactor, minInterval, safeInterval, 1); } performTimeSeriesQuery(query: PromQueryRequest, start: number, end: number) { if (start > end) { throw { message: 'Invalid time range' }; } const url = '/api/v1/query_range'; const data: any = { query: query.expr, start, end, step: query.step, }; if (this.queryTimeout) { data['timeout'] = this.queryTimeout; } for (const [key, value] of this.customQueryParameters) { if (data[key] == null) { data[key] = value; } } return this._request(url, data, { requestId: query.requestId, headers: query.headers }).catch((err: any) => { if (err.cancelled) { return err; } throw this.handleErrors(err, query); }); } performInstantQuery(query: PromQueryRequest, time: number) { const url = '/api/v1/query'; const data: any = { query: query.expr, time, }; if (this.queryTimeout) { data['timeout'] = this.queryTimeout; } for (const [key, value] of this.customQueryParameters) { if (data[key] == null) { data[key] = value; } } return this._request(url, data, { requestId: query.requestId, headers: query.headers }).catch((err: any) => { if (err.cancelled) { return err; } throw this.handleErrors(err, query); }); } handleErrors = (err: any, target: PromQuery) => { const error: DataQueryError = { message: (err && err.statusText) || 'Unknown error during query transaction. Please check JS console logs.', refId: target.refId, }; if (err.data) { if (typeof err.data === 'string') { error.message = err.data; } else if (err.data.error) { error.message = safeStringifyValue(err.data.error); } } else if (err.message) { error.message = err.message; } else if (typeof err === 'string') { error.message = err; } error.status = err.status; error.statusText = err.statusText; return error; }; async performSuggestQuery(query: string, cache = false) { if (cache && this.metricsNameCache?.expire > Date.now()) { return this.metricsNameCache.data.filter((metricName: any) => metricName.indexOf(query) !== 1); } const response: PromLabelQueryResponse = await this.metadataRequest('/api/v1/label/__name__/values'); this.metricsNameCache = { data: response.data.data, expire: Date.now() + 60 * 1000, }; return response.data.data.filter(metricName => metricName.indexOf(query) !== 1); } metricFindQuery(query: string) { if (!query) { return Promise.resolve([]); } const scopedVars = { __interval: { text: this.interval, value: this.interval }, __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) }, ...this.getRangeScopedVars(getTimeSrv().timeRange()), }; const interpolated = templateSrv.replace(query, scopedVars, this.interpolateQueryExpr); const metricFindQuery = new PrometheusMetricFindQuery(this, interpolated); return metricFindQuery.process(); } getRangeScopedVars(range: TimeRange = getTimeSrv().timeRange()) { const msRange = range.to.diff(range.from); const sRange = Math.round(msRange / 1000); const regularRange = kbn.secondsToHms(msRange / 1000); return { __range_ms: { text: msRange, value: msRange }, __range_s: { text: sRange, value: sRange }, __range: { text: regularRange, value: regularRange }, }; } createAnnotationQueryOptions = (options: any): DataQueryRequest<PromQuery> => { const annotation = options.annotation; const interval = annotation && annotation.step && typeof annotation.step === 'string' ? annotation.step : ANNOTATION_QUERY_STEP_DEFAULT; return { ...options, interval, }; }; async annotationQuery(options: any) { const annotation = options.annotation; const { expr = '', tagKeys = '', titleFormat = '', textFormat = '' } = annotation; if (!expr) { return Promise.resolve([]); } const start = this.getPrometheusTime(options.range.from, false); const end = this.getPrometheusTime(options.range.to, true); const queryOptions = this.createAnnotationQueryOptions(options); // Unsetting min interval for accurate event resolution const minStep = '1s'; const queryModel = { expr, interval: minStep, refId: 'X', requestId: `prom-query-${annotation.name}`, }; const query = this.createQuery(queryModel, queryOptions, start, end); const self = this; const response: PromDataQueryResponse = await this.performTimeSeriesQuery(query, query.start, query.end); const eventList: AnnotationEvent[] = []; const splitKeys = tagKeys.split(','); if (response.cancelled) { return []; } response?.data?.data?.result?.forEach(series => { const tags = Object.entries(series.metric) .filter(([k]) => splitKeys.includes(k)) .map(([_k, v]: [string, string]) => v); const dupCheck: Record<number, boolean> = {}; for (const value of series.values) { const valueIsTrue = value[1] === '1'; // e.g. ALERTS if (valueIsTrue || annotation.useValueForTime) { const event: AnnotationEvent = { annotation, title: self.resultTransformer.renderTemplate(titleFormat, series.metric), tags, text: self.resultTransformer.renderTemplate(textFormat, series.metric), }; if (annotation.useValueForTime) { const timestampValue = Math.floor(parseFloat(value[1])); if (dupCheck[timestampValue]) { continue; } dupCheck[timestampValue] = true; event.time = timestampValue; } else { event.time = Math.floor(parseFloat(value[0])) * 1000; } eventList.push(event); } } }); return eventList; } async getTagKeys() { const result = await this.metadataRequest('/api/v1/labels'); return result?.data?.data?.map((value: any) => ({ text: value })) ?? []; } async getTagValues(options: any = {}) { const result = await this.metadataRequest(`/api/v1/label/${options.key}/values`); return result?.data?.data?.map((value: any) => ({ text: value })) ?? []; } async testDatasource() { const now = new Date().getTime(); const query = { expr: '1+1' } as PromQueryRequest; const response = await this.performInstantQuery(query, now / 1000); return response.data.status === 'success' ? { status: 'success', message: 'Data source is working' } : { status: 'error', message: response.error }; } interpolateVariablesInQueries(queries: PromQuery[], scopedVars: ScopedVars): PromQuery[] { let expandedQueries = queries; if (queries && queries.length) { expandedQueries = queries.map(query => { const expandedQuery = { ...query, datasource: this.name, expr: templateSrv.replace(query.expr, scopedVars, this.interpolateQueryExpr), }; return expandedQuery; }); } return expandedQueries; } getQueryHints(query: PromQuery, result: any[]) { return getQueryHints(query.expr ?? '', result, this); } async loadRules() { try { const res = await this.metadataRequest('/api/v1/rules'); const body = res.data || res.json(); const groups = body?.data?.groups; if (groups) { this.ruleMappings = extractRuleMappingFromGroups(groups); } } catch (e) { console.log('Rules API is experimental. Ignore next error.'); console.error(e); } } modifyQuery(query: PromQuery, action: any): PromQuery { let expression = query.expr ?? ''; switch (action.type) { case 'ADD_FILTER': { expression = addLabelToQuery(expression, action.key, action.value); break; } case 'ADD_HISTOGRAM_QUANTILE': { expression = `histogram_quantile(0.95, sum(rate(${expression}[5m])) by (le))`; break; } case 'ADD_RATE': { expression = `rate(${expression}[5m])`; break; } case 'ADD_SUM': { expression = `sum(${expression.trim()}) by ($1)`; break; } case 'EXPAND_RULES': { if (action.mapping) { expression = expandRecordingRules(expression, action.mapping); } break; } default: break; } return { ...query, expr: expression }; } getPrometheusTime(date: string | DateTime, roundUp: boolean) { if (typeof date === 'string') { date = dateMath.parse(date, roundUp); } return Math.ceil(date.valueOf() / 1000); } getTimeRange(): { start: number; end: number } { const range = getTimeSrv().timeRange(); return { start: this.getPrometheusTime(range.from, false), end: this.getPrometheusTime(range.to, true), }; } getOriginalMetricName(labelData: { [key: string]: string }) { return this.resultTransformer.getOriginalMetricName(labelData); } } /** * Align query range to step. * Rounds start and end down to a multiple of step. * @param start Timestamp marking the beginning of the range. * @param end Timestamp marking the end of the range. * @param step Interval to align start and end with. * @param utcOffsetSec Number of seconds current timezone is offset from UTC */ export function alignRange( start: number, end: number, step: number, utcOffsetSec: number ): { end: number; start: number } { const alignedEnd = Math.floor((end + utcOffsetSec) / step) * step - utcOffsetSec; const alignedStart = Math.floor((start + utcOffsetSec) / step) * step - utcOffsetSec; return { end: alignedEnd, start: alignedStart, }; } export function extractRuleMappingFromGroups(groups: any[]) { return groups.reduce( (mapping, group) => group.rules .filter((rule: any) => rule.type === 'recording') .reduce( (acc: { [key: string]: string }, rule: any) => ({ ...acc, [rule.name]: rule.query, }), mapping ), {} ); } export function prometheusRegularEscape(value: any) { return typeof value === 'string' ? value.replace(/'/g, "\\\\'") : value; } export function prometheusSpecialRegexEscape(value: any) { return typeof value === 'string' ? prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()|]/g, '\\\\$&')) : value; }