datasource.ts 17 KB

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  1. // Libraries
  2. import _ from 'lodash';
  3. import $ from 'jquery';
  4. // Services & Utils
  5. import kbn from 'app/core/utils/kbn';
  6. import * as dateMath from 'app/core/utils/datemath';
  7. import PrometheusMetricFindQuery from './metric_find_query';
  8. import { ResultTransformer } from './result_transformer';
  9. import PrometheusLanguageProvider from './language_provider';
  10. import { BackendSrv } from 'app/core/services/backend_srv';
  11. import addLabelToQuery from './add_label_to_query';
  12. import { getQueryHints } from './query_hints';
  13. import { expandRecordingRules } from './language_utils';
  14. // Types
  15. import { PromQuery } from './types';
  16. import { DataQueryRequest, DataSourceApi, AnnotationEvent } from '@grafana/ui/src/types';
  17. import { ExploreUrlState } from 'app/types/explore';
  18. export class PrometheusDatasource implements DataSourceApi<PromQuery> {
  19. type: string;
  20. editorSrc: string;
  21. name: string;
  22. ruleMappings: { [index: string]: string };
  23. url: string;
  24. directUrl: string;
  25. basicAuth: any;
  26. withCredentials: any;
  27. metricsNameCache: any;
  28. interval: string;
  29. queryTimeout: string;
  30. httpMethod: string;
  31. languageProvider: PrometheusLanguageProvider;
  32. resultTransformer: ResultTransformer;
  33. /** @ngInject */
  34. constructor(instanceSettings, private $q, private backendSrv: BackendSrv, private templateSrv, private timeSrv) {
  35. this.type = 'prometheus';
  36. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  37. this.name = instanceSettings.name;
  38. this.url = instanceSettings.url;
  39. this.directUrl = instanceSettings.directUrl;
  40. this.basicAuth = instanceSettings.basicAuth;
  41. this.withCredentials = instanceSettings.withCredentials;
  42. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  43. this.queryTimeout = instanceSettings.jsonData.queryTimeout;
  44. this.httpMethod = instanceSettings.jsonData.httpMethod || 'GET';
  45. this.resultTransformer = new ResultTransformer(templateSrv);
  46. this.ruleMappings = {};
  47. this.languageProvider = new PrometheusLanguageProvider(this);
  48. }
  49. init() {
  50. this.loadRules();
  51. }
  52. getQueryDisplayText(query: PromQuery) {
  53. return query.expr;
  54. }
  55. _addTracingHeaders(httpOptions: any, options: any) {
  56. httpOptions.headers = options.headers || {};
  57. const proxyMode = !this.url.match(/^http/);
  58. if (proxyMode) {
  59. httpOptions.headers['X-Dashboard-Id'] = options.dashboardId;
  60. httpOptions.headers['X-Panel-Id'] = options.panelId;
  61. }
  62. }
  63. _request(url, data?, options?: any) {
  64. options = _.defaults(options || {}, {
  65. url: this.url + url,
  66. method: this.httpMethod,
  67. });
  68. if (options.method === 'GET') {
  69. if (!_.isEmpty(data)) {
  70. options.url =
  71. options.url +
  72. '?' +
  73. _.map(data, (v, k) => {
  74. return encodeURIComponent(k) + '=' + encodeURIComponent(v);
  75. }).join('&');
  76. }
  77. } else {
  78. options.headers['Content-Type'] = 'application/x-www-form-urlencoded';
  79. options.transformRequest = data => {
  80. return $.param(data);
  81. };
  82. options.data = data;
  83. }
  84. if (this.basicAuth || this.withCredentials) {
  85. options.withCredentials = true;
  86. }
  87. if (this.basicAuth) {
  88. options.headers.Authorization = this.basicAuth;
  89. }
  90. return this.backendSrv.datasourceRequest(options);
  91. }
  92. // Use this for tab completion features, wont publish response to other components
  93. metadataRequest(url) {
  94. return this._request(url, null, { method: 'GET', silent: true });
  95. }
  96. interpolateQueryExpr(value, variable, defaultFormatFn) {
  97. // if no multi or include all do not regexEscape
  98. if (!variable.multi && !variable.includeAll) {
  99. return prometheusRegularEscape(value);
  100. }
  101. if (typeof value === 'string') {
  102. return prometheusSpecialRegexEscape(value);
  103. }
  104. const escapedValues = _.map(value, prometheusSpecialRegexEscape);
  105. return escapedValues.join('|');
  106. }
  107. targetContainsTemplate(target) {
  108. return this.templateSrv.variableExists(target.expr);
  109. }
  110. query(options: DataQueryRequest<PromQuery>) {
  111. const start = this.getPrometheusTime(options.range.from, false);
  112. const end = this.getPrometheusTime(options.range.to, true);
  113. const queries = [];
  114. const activeTargets = [];
  115. options = _.clone(options);
  116. for (const target of options.targets) {
  117. if (!target.expr || target.hide) {
  118. continue;
  119. }
  120. activeTargets.push(target);
  121. queries.push(this.createQuery(target, options, start, end));
  122. }
  123. // No valid targets, return the empty result to save a round trip.
  124. if (_.isEmpty(queries)) {
  125. return this.$q.when({ data: [] });
  126. }
  127. const allQueryPromise = _.map(queries, query => {
  128. if (!query.instant) {
  129. return this.performTimeSeriesQuery(query, query.start, query.end);
  130. } else {
  131. return this.performInstantQuery(query, end);
  132. }
  133. });
  134. return this.$q.all(allQueryPromise).then(responseList => {
  135. let result = [];
  136. _.each(responseList, (response, index) => {
  137. if (response.status === 'error') {
  138. const error = {
  139. index,
  140. ...response.error,
  141. };
  142. throw error;
  143. }
  144. // Keeping original start/end for transformers
  145. const transformerOptions = {
  146. format: activeTargets[index].format,
  147. step: queries[index].step,
  148. legendFormat: activeTargets[index].legendFormat,
  149. start: queries[index].start,
  150. end: queries[index].end,
  151. query: queries[index].expr,
  152. responseListLength: responseList.length,
  153. refId: activeTargets[index].refId,
  154. valueWithRefId: activeTargets[index].valueWithRefId,
  155. };
  156. const series = this.resultTransformer.transform(response, transformerOptions);
  157. result = [...result, ...series];
  158. });
  159. return { data: result };
  160. });
  161. }
  162. createQuery(target, options, start, end) {
  163. const query: any = {
  164. hinting: target.hinting,
  165. instant: target.instant,
  166. };
  167. const range = Math.ceil(end - start);
  168. // options.interval is the dynamically calculated interval
  169. let interval = kbn.interval_to_seconds(options.interval);
  170. // Minimum interval ("Min step"), if specified for the query or datasource. or same as interval otherwise
  171. const minInterval = kbn.interval_to_seconds(
  172. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  173. );
  174. const intervalFactor = target.intervalFactor || 1;
  175. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  176. const adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  177. let scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars() };
  178. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  179. if (interval !== adjustedInterval) {
  180. interval = adjustedInterval;
  181. scopedVars = Object.assign({}, options.scopedVars, {
  182. __interval: { text: interval + 's', value: interval + 's' },
  183. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  184. ...this.getRangeScopedVars(),
  185. });
  186. }
  187. query.step = interval;
  188. let expr = target.expr;
  189. // Apply adhoc filters
  190. const adhocFilters = this.templateSrv.getAdhocFilters(this.name);
  191. expr = adhocFilters.reduce((acc, filter) => {
  192. const { key, operator } = filter;
  193. let { value } = filter;
  194. if (operator === '=~' || operator === '!~') {
  195. value = prometheusRegularEscape(value);
  196. }
  197. return addLabelToQuery(acc, key, value, operator);
  198. }, expr);
  199. // Only replace vars in expression after having (possibly) updated interval vars
  200. query.expr = this.templateSrv.replace(expr, scopedVars, this.interpolateQueryExpr);
  201. query.requestId = options.panelId + target.refId;
  202. // Align query interval with step to allow query caching and to ensure
  203. // that about-same-time query results look the same.
  204. const adjusted = alignRange(start, end, query.step);
  205. query.start = adjusted.start;
  206. query.end = adjusted.end;
  207. this._addTracingHeaders(query, options);
  208. return query;
  209. }
  210. adjustInterval(interval, minInterval, range, intervalFactor) {
  211. // Prometheus will drop queries that might return more than 11000 data points.
  212. // Calibrate interval if it is too small.
  213. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  214. interval = Math.ceil(range / intervalFactor / 11000);
  215. }
  216. return Math.max(interval * intervalFactor, minInterval, 1);
  217. }
  218. performTimeSeriesQuery(query, start, end) {
  219. if (start > end) {
  220. throw { message: 'Invalid time range' };
  221. }
  222. const url = '/api/v1/query_range';
  223. const data = {
  224. query: query.expr,
  225. start: start,
  226. end: end,
  227. step: query.step,
  228. };
  229. if (this.queryTimeout) {
  230. data['timeout'] = this.queryTimeout;
  231. }
  232. return this._request(url, data, { requestId: query.requestId, headers: query.headers });
  233. }
  234. performInstantQuery(query, time) {
  235. const url = '/api/v1/query';
  236. const data = {
  237. query: query.expr,
  238. time: time,
  239. };
  240. if (this.queryTimeout) {
  241. data['timeout'] = this.queryTimeout;
  242. }
  243. return this._request(url, data, { requestId: query.requestId, headers: query.headers });
  244. }
  245. performSuggestQuery(query, cache = false) {
  246. const url = '/api/v1/label/__name__/values';
  247. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  248. return this.$q.when(
  249. _.filter(this.metricsNameCache.data, metricName => {
  250. return metricName.indexOf(query) !== 1;
  251. })
  252. );
  253. }
  254. return this.metadataRequest(url).then(result => {
  255. this.metricsNameCache = {
  256. data: result.data.data,
  257. expire: Date.now() + 60 * 1000,
  258. };
  259. return _.filter(result.data.data, metricName => {
  260. return metricName.indexOf(query) !== 1;
  261. });
  262. });
  263. }
  264. metricFindQuery(query) {
  265. if (!query) {
  266. return this.$q.when([]);
  267. }
  268. const scopedVars = {
  269. __interval: { text: this.interval, value: this.interval },
  270. __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) },
  271. ...this.getRangeScopedVars(),
  272. };
  273. const interpolated = this.templateSrv.replace(query, scopedVars, this.interpolateQueryExpr);
  274. const metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  275. return metricFindQuery.process();
  276. }
  277. getRangeScopedVars() {
  278. const range = this.timeSrv.timeRange();
  279. const msRange = range.to.diff(range.from);
  280. const sRange = Math.round(msRange / 1000);
  281. const regularRange = kbn.secondsToHms(msRange / 1000);
  282. return {
  283. __range_ms: { text: msRange, value: msRange },
  284. __range_s: { text: sRange, value: sRange },
  285. __range: { text: regularRange, value: regularRange },
  286. };
  287. }
  288. annotationQuery(options) {
  289. const annotation = options.annotation;
  290. const expr = annotation.expr || '';
  291. let tagKeys = annotation.tagKeys || '';
  292. const titleFormat = annotation.titleFormat || '';
  293. const textFormat = annotation.textFormat || '';
  294. if (!expr) {
  295. return this.$q.when([]);
  296. }
  297. const step = annotation.step || '60s';
  298. const start = this.getPrometheusTime(options.range.from, false);
  299. const end = this.getPrometheusTime(options.range.to, true);
  300. const queryOptions = {
  301. ...options,
  302. interval: step,
  303. };
  304. // Unsetting min interval for accurate event resolution
  305. const minStep = '1s';
  306. const query = this.createQuery({ expr, interval: minStep }, queryOptions, start, end);
  307. const self = this;
  308. return this.performTimeSeriesQuery(query, query.start, query.end).then(results => {
  309. const eventList = [];
  310. tagKeys = tagKeys.split(',');
  311. _.each(results.data.data.result, series => {
  312. const tags = _.chain(series.metric)
  313. .filter((v, k) => {
  314. return _.includes(tagKeys, k);
  315. })
  316. .value();
  317. const dupCheck = {};
  318. for (const value of series.values) {
  319. const valueIsTrue = value[1] === '1'; // e.g. ALERTS
  320. if (valueIsTrue || annotation.useValueForTime) {
  321. const event: AnnotationEvent = {
  322. annotation: annotation,
  323. title: self.resultTransformer.renderTemplate(titleFormat, series.metric),
  324. tags: tags,
  325. text: self.resultTransformer.renderTemplate(textFormat, series.metric),
  326. };
  327. if (annotation.useValueForTime) {
  328. const timestampValue = Math.floor(parseFloat(value[1]));
  329. if (dupCheck[timestampValue]) {
  330. continue;
  331. }
  332. dupCheck[timestampValue] = true;
  333. event.time = timestampValue;
  334. } else {
  335. event.time = Math.floor(parseFloat(value[0])) * 1000;
  336. }
  337. eventList.push(event);
  338. }
  339. }
  340. });
  341. return eventList;
  342. });
  343. }
  344. getTagKeys(options) {
  345. const url = '/api/v1/labels';
  346. return this.metadataRequest(url).then(result => {
  347. return _.map(result.data.data, value => {
  348. return { text: value };
  349. });
  350. });
  351. }
  352. getTagValues(options) {
  353. const url = '/api/v1/label/' + options.key + '/values';
  354. return this.metadataRequest(url).then(result => {
  355. return _.map(result.data.data, value => {
  356. return { text: value };
  357. });
  358. });
  359. }
  360. testDatasource() {
  361. const now = new Date().getTime();
  362. return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
  363. if (response.data.status === 'success') {
  364. return { status: 'success', message: 'Data source is working' };
  365. } else {
  366. return { status: 'error', message: response.error };
  367. }
  368. });
  369. }
  370. getExploreState(queries: PromQuery[]): Partial<ExploreUrlState> {
  371. let state: Partial<ExploreUrlState> = { datasource: this.name };
  372. if (queries && queries.length > 0) {
  373. const expandedQueries = queries.map(query => ({
  374. ...query,
  375. expr: this.templateSrv.replace(query.expr, {}, this.interpolateQueryExpr),
  376. // null out values we don't support in Explore yet
  377. legendFormat: null,
  378. step: null,
  379. }));
  380. state = {
  381. ...state,
  382. queries: expandedQueries,
  383. };
  384. }
  385. return state;
  386. }
  387. getQueryHints(query: PromQuery, result: any[]) {
  388. return getQueryHints(query.expr || '', result, this);
  389. }
  390. loadRules() {
  391. this.metadataRequest('/api/v1/rules')
  392. .then(res => res.data || res.json())
  393. .then(body => {
  394. const groups = _.get(body, ['data', 'groups']);
  395. if (groups) {
  396. this.ruleMappings = extractRuleMappingFromGroups(groups);
  397. }
  398. })
  399. .catch(e => {
  400. console.log('Rules API is experimental. Ignore next error.');
  401. console.error(e);
  402. });
  403. }
  404. modifyQuery(query: PromQuery, action: any): PromQuery {
  405. let expression = query.expr || '';
  406. switch (action.type) {
  407. case 'ADD_FILTER': {
  408. expression = addLabelToQuery(expression, action.key, action.value);
  409. break;
  410. }
  411. case 'ADD_HISTOGRAM_QUANTILE': {
  412. expression = `histogram_quantile(0.95, sum(rate(${expression}[5m])) by (le))`;
  413. break;
  414. }
  415. case 'ADD_RATE': {
  416. expression = `rate(${expression}[5m])`;
  417. break;
  418. }
  419. case 'ADD_SUM': {
  420. expression = `sum(${expression.trim()}) by ($1)`;
  421. break;
  422. }
  423. case 'EXPAND_RULES': {
  424. if (action.mapping) {
  425. expression = expandRecordingRules(expression, action.mapping);
  426. }
  427. break;
  428. }
  429. default:
  430. break;
  431. }
  432. return { ...query, expr: expression };
  433. }
  434. getPrometheusTime(date, roundUp) {
  435. if (_.isString(date)) {
  436. date = dateMath.parse(date, roundUp);
  437. }
  438. return Math.ceil(date.valueOf() / 1000);
  439. }
  440. getTimeRange(): { start: number; end: number } {
  441. const range = this.timeSrv.timeRange();
  442. return {
  443. start: this.getPrometheusTime(range.from, false),
  444. end: this.getPrometheusTime(range.to, true),
  445. };
  446. }
  447. getOriginalMetricName(labelData) {
  448. return this.resultTransformer.getOriginalMetricName(labelData);
  449. }
  450. }
  451. /**
  452. * Align query range to step.
  453. * Rounds start and end down to a multiple of step.
  454. * @param start Timestamp marking the beginning of the range.
  455. * @param end Timestamp marking the end of the range.
  456. * @param step Interval to align start and end with.
  457. */
  458. export function alignRange(start: number, end: number, step: number): { end: number; start: number } {
  459. const alignedEnd = Math.floor(end / step) * step;
  460. const alignedStart = Math.floor(start / step) * step;
  461. return {
  462. end: alignedEnd,
  463. start: alignedStart,
  464. };
  465. }
  466. export function extractRuleMappingFromGroups(groups: any[]) {
  467. return groups.reduce(
  468. (mapping, group) =>
  469. group.rules
  470. .filter(rule => rule.type === 'recording')
  471. .reduce(
  472. (acc, rule) => ({
  473. ...acc,
  474. [rule.name]: rule.query,
  475. }),
  476. mapping
  477. ),
  478. {}
  479. );
  480. }
  481. export function prometheusRegularEscape(value) {
  482. if (typeof value === 'string') {
  483. return value.replace(/'/g, "\\\\'");
  484. }
  485. return value;
  486. }
  487. export function prometheusSpecialRegexEscape(value) {
  488. if (typeof value === 'string') {
  489. return prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()]/g, '\\\\$&'));
  490. }
  491. return value;
  492. }