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. headers: {},
  68. });
  69. if (options.method === 'GET') {
  70. if (!_.isEmpty(data)) {
  71. options.url =
  72. options.url +
  73. '?' +
  74. _.map(data, (v, k) => {
  75. return encodeURIComponent(k) + '=' + encodeURIComponent(v);
  76. }).join('&');
  77. }
  78. } else {
  79. options.headers['Content-Type'] = 'application/x-www-form-urlencoded';
  80. options.transformRequest = data => {
  81. return $.param(data);
  82. };
  83. options.data = data;
  84. }
  85. if (this.basicAuth || this.withCredentials) {
  86. options.withCredentials = true;
  87. }
  88. if (this.basicAuth) {
  89. options.headers.Authorization = this.basicAuth;
  90. }
  91. return this.backendSrv.datasourceRequest(options);
  92. }
  93. // Use this for tab completion features, wont publish response to other components
  94. metadataRequest(url) {
  95. return this._request(url, null, { method: 'GET', silent: true });
  96. }
  97. interpolateQueryExpr(value, variable, defaultFormatFn) {
  98. // if no multi or include all do not regexEscape
  99. if (!variable.multi && !variable.includeAll) {
  100. return prometheusRegularEscape(value);
  101. }
  102. if (typeof value === 'string') {
  103. return prometheusSpecialRegexEscape(value);
  104. }
  105. const escapedValues = _.map(value, prometheusSpecialRegexEscape);
  106. return escapedValues.join('|');
  107. }
  108. targetContainsTemplate(target) {
  109. return this.templateSrv.variableExists(target.expr);
  110. }
  111. query(options: DataQueryRequest<PromQuery>) {
  112. const start = this.getPrometheusTime(options.range.from, false);
  113. const end = this.getPrometheusTime(options.range.to, true);
  114. const queries = [];
  115. const activeTargets = [];
  116. options = _.clone(options);
  117. for (const target of options.targets) {
  118. if (!target.expr || target.hide) {
  119. continue;
  120. }
  121. activeTargets.push(target);
  122. queries.push(this.createQuery(target, options, start, end));
  123. }
  124. // No valid targets, return the empty result to save a round trip.
  125. if (_.isEmpty(queries)) {
  126. return this.$q.when({ data: [] });
  127. }
  128. const allQueryPromise = _.map(queries, query => {
  129. if (!query.instant) {
  130. return this.performTimeSeriesQuery(query, query.start, query.end);
  131. } else {
  132. return this.performInstantQuery(query, end);
  133. }
  134. });
  135. return this.$q.all(allQueryPromise).then(responseList => {
  136. let result = [];
  137. _.each(responseList, (response, index) => {
  138. if (response.status === 'error') {
  139. const error = {
  140. index,
  141. ...response.error,
  142. };
  143. throw error;
  144. }
  145. // Keeping original start/end for transformers
  146. const transformerOptions = {
  147. format: activeTargets[index].format,
  148. step: queries[index].step,
  149. legendFormat: activeTargets[index].legendFormat,
  150. start: queries[index].start,
  151. end: queries[index].end,
  152. query: queries[index].expr,
  153. responseListLength: responseList.length,
  154. refId: activeTargets[index].refId,
  155. valueWithRefId: activeTargets[index].valueWithRefId,
  156. };
  157. const series = this.resultTransformer.transform(response, transformerOptions);
  158. result = [...result, ...series];
  159. });
  160. return { data: result };
  161. });
  162. }
  163. createQuery(target, options, start, end) {
  164. const query: any = {
  165. hinting: target.hinting,
  166. instant: target.instant,
  167. };
  168. const range = Math.ceil(end - start);
  169. // options.interval is the dynamically calculated interval
  170. let interval = kbn.interval_to_seconds(options.interval);
  171. // Minimum interval ("Min step"), if specified for the query or datasource. or same as interval otherwise
  172. const minInterval = kbn.interval_to_seconds(
  173. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  174. );
  175. const intervalFactor = target.intervalFactor || 1;
  176. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  177. const adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  178. let scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars() };
  179. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  180. if (interval !== adjustedInterval) {
  181. interval = adjustedInterval;
  182. scopedVars = Object.assign({}, options.scopedVars, {
  183. __interval: { text: interval + 's', value: interval + 's' },
  184. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  185. ...this.getRangeScopedVars(),
  186. });
  187. }
  188. query.step = interval;
  189. let expr = target.expr;
  190. // Apply adhoc filters
  191. const adhocFilters = this.templateSrv.getAdhocFilters(this.name);
  192. expr = adhocFilters.reduce((acc, filter) => {
  193. const { key, operator } = filter;
  194. let { value } = filter;
  195. if (operator === '=~' || operator === '!~') {
  196. value = prometheusRegularEscape(value);
  197. }
  198. return addLabelToQuery(acc, key, value, operator);
  199. }, expr);
  200. // Only replace vars in expression after having (possibly) updated interval vars
  201. query.expr = this.templateSrv.replace(expr, scopedVars, this.interpolateQueryExpr);
  202. query.requestId = options.panelId + target.refId;
  203. // Align query interval with step to allow query caching and to ensure
  204. // that about-same-time query results look the same.
  205. const adjusted = alignRange(start, end, query.step);
  206. query.start = adjusted.start;
  207. query.end = adjusted.end;
  208. this._addTracingHeaders(query, options);
  209. return query;
  210. }
  211. adjustInterval(interval, minInterval, range, intervalFactor) {
  212. // Prometheus will drop queries that might return more than 11000 data points.
  213. // Calibrate interval if it is too small.
  214. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  215. interval = Math.ceil(range / intervalFactor / 11000);
  216. }
  217. return Math.max(interval * intervalFactor, minInterval, 1);
  218. }
  219. performTimeSeriesQuery(query, start, end) {
  220. if (start > end) {
  221. throw { message: 'Invalid time range' };
  222. }
  223. const url = '/api/v1/query_range';
  224. const data = {
  225. query: query.expr,
  226. start: start,
  227. end: end,
  228. step: query.step,
  229. };
  230. if (this.queryTimeout) {
  231. data['timeout'] = this.queryTimeout;
  232. }
  233. return this._request(url, data, { requestId: query.requestId, headers: query.headers });
  234. }
  235. performInstantQuery(query, time) {
  236. const url = '/api/v1/query';
  237. const data = {
  238. query: query.expr,
  239. time: time,
  240. };
  241. if (this.queryTimeout) {
  242. data['timeout'] = this.queryTimeout;
  243. }
  244. return this._request(url, data, { requestId: query.requestId, headers: query.headers });
  245. }
  246. performSuggestQuery(query, cache = false) {
  247. const url = '/api/v1/label/__name__/values';
  248. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  249. return this.$q.when(
  250. _.filter(this.metricsNameCache.data, metricName => {
  251. return metricName.indexOf(query) !== 1;
  252. })
  253. );
  254. }
  255. return this.metadataRequest(url).then(result => {
  256. this.metricsNameCache = {
  257. data: result.data.data,
  258. expire: Date.now() + 60 * 1000,
  259. };
  260. return _.filter(result.data.data, metricName => {
  261. return metricName.indexOf(query) !== 1;
  262. });
  263. });
  264. }
  265. metricFindQuery(query) {
  266. if (!query) {
  267. return this.$q.when([]);
  268. }
  269. const scopedVars = {
  270. __interval: { text: this.interval, value: this.interval },
  271. __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) },
  272. ...this.getRangeScopedVars(),
  273. };
  274. const interpolated = this.templateSrv.replace(query, scopedVars, this.interpolateQueryExpr);
  275. const metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  276. return metricFindQuery.process();
  277. }
  278. getRangeScopedVars() {
  279. const range = this.timeSrv.timeRange();
  280. const msRange = range.to.diff(range.from);
  281. const sRange = Math.round(msRange / 1000);
  282. const regularRange = kbn.secondsToHms(msRange / 1000);
  283. return {
  284. __range_ms: { text: msRange, value: msRange },
  285. __range_s: { text: sRange, value: sRange },
  286. __range: { text: regularRange, value: regularRange },
  287. };
  288. }
  289. annotationQuery(options) {
  290. const annotation = options.annotation;
  291. const expr = annotation.expr || '';
  292. let tagKeys = annotation.tagKeys || '';
  293. const titleFormat = annotation.titleFormat || '';
  294. const textFormat = annotation.textFormat || '';
  295. if (!expr) {
  296. return this.$q.when([]);
  297. }
  298. const step = annotation.step || '60s';
  299. const start = this.getPrometheusTime(options.range.from, false);
  300. const end = this.getPrometheusTime(options.range.to, true);
  301. const queryOptions = {
  302. ...options,
  303. interval: step,
  304. };
  305. // Unsetting min interval for accurate event resolution
  306. const minStep = '1s';
  307. const query = this.createQuery({ expr, interval: minStep }, queryOptions, start, end);
  308. const self = this;
  309. return this.performTimeSeriesQuery(query, query.start, query.end).then(results => {
  310. const eventList = [];
  311. tagKeys = tagKeys.split(',');
  312. _.each(results.data.data.result, series => {
  313. const tags = _.chain(series.metric)
  314. .filter((v, k) => {
  315. return _.includes(tagKeys, k);
  316. })
  317. .value();
  318. const dupCheck = {};
  319. for (const value of series.values) {
  320. const valueIsTrue = value[1] === '1'; // e.g. ALERTS
  321. if (valueIsTrue || annotation.useValueForTime) {
  322. const event: AnnotationEvent = {
  323. annotation: annotation,
  324. title: self.resultTransformer.renderTemplate(titleFormat, series.metric),
  325. tags: tags,
  326. text: self.resultTransformer.renderTemplate(textFormat, series.metric),
  327. };
  328. if (annotation.useValueForTime) {
  329. const timestampValue = Math.floor(parseFloat(value[1]));
  330. if (dupCheck[timestampValue]) {
  331. continue;
  332. }
  333. dupCheck[timestampValue] = true;
  334. event.time = timestampValue;
  335. } else {
  336. event.time = Math.floor(parseFloat(value[0])) * 1000;
  337. }
  338. eventList.push(event);
  339. }
  340. }
  341. });
  342. return eventList;
  343. });
  344. }
  345. getTagKeys(options) {
  346. const url = '/api/v1/labels';
  347. return this.metadataRequest(url).then(result => {
  348. return _.map(result.data.data, value => {
  349. return { text: value };
  350. });
  351. });
  352. }
  353. getTagValues(options) {
  354. const url = '/api/v1/label/' + options.key + '/values';
  355. return this.metadataRequest(url).then(result => {
  356. return _.map(result.data.data, value => {
  357. return { text: value };
  358. });
  359. });
  360. }
  361. testDatasource() {
  362. const now = new Date().getTime();
  363. return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
  364. if (response.data.status === 'success') {
  365. return { status: 'success', message: 'Data source is working' };
  366. } else {
  367. return { status: 'error', message: response.error };
  368. }
  369. });
  370. }
  371. getExploreState(queries: PromQuery[]): Partial<ExploreUrlState> {
  372. let state: Partial<ExploreUrlState> = { datasource: this.name };
  373. if (queries && queries.length > 0) {
  374. const expandedQueries = queries.map(query => ({
  375. ...query,
  376. expr: this.templateSrv.replace(query.expr, {}, this.interpolateQueryExpr),
  377. // null out values we don't support in Explore yet
  378. legendFormat: null,
  379. step: null,
  380. }));
  381. state = {
  382. ...state,
  383. queries: expandedQueries,
  384. };
  385. }
  386. return state;
  387. }
  388. getQueryHints(query: PromQuery, result: any[]) {
  389. return getQueryHints(query.expr || '', result, this);
  390. }
  391. loadRules() {
  392. this.metadataRequest('/api/v1/rules')
  393. .then(res => res.data || res.json())
  394. .then(body => {
  395. const groups = _.get(body, ['data', 'groups']);
  396. if (groups) {
  397. this.ruleMappings = extractRuleMappingFromGroups(groups);
  398. }
  399. })
  400. .catch(e => {
  401. console.log('Rules API is experimental. Ignore next error.');
  402. console.error(e);
  403. });
  404. }
  405. modifyQuery(query: PromQuery, action: any): PromQuery {
  406. let expression = query.expr || '';
  407. switch (action.type) {
  408. case 'ADD_FILTER': {
  409. expression = addLabelToQuery(expression, action.key, action.value);
  410. break;
  411. }
  412. case 'ADD_HISTOGRAM_QUANTILE': {
  413. expression = `histogram_quantile(0.95, sum(rate(${expression}[5m])) by (le))`;
  414. break;
  415. }
  416. case 'ADD_RATE': {
  417. expression = `rate(${expression}[5m])`;
  418. break;
  419. }
  420. case 'ADD_SUM': {
  421. expression = `sum(${expression.trim()}) by ($1)`;
  422. break;
  423. }
  424. case 'EXPAND_RULES': {
  425. if (action.mapping) {
  426. expression = expandRecordingRules(expression, action.mapping);
  427. }
  428. break;
  429. }
  430. default:
  431. break;
  432. }
  433. return { ...query, expr: expression };
  434. }
  435. getPrometheusTime(date, roundUp) {
  436. if (_.isString(date)) {
  437. date = dateMath.parse(date, roundUp);
  438. }
  439. return Math.ceil(date.valueOf() / 1000);
  440. }
  441. getTimeRange(): { start: number; end: number } {
  442. const range = this.timeSrv.timeRange();
  443. return {
  444. start: this.getPrometheusTime(range.from, false),
  445. end: this.getPrometheusTime(range.to, true),
  446. };
  447. }
  448. getOriginalMetricName(labelData) {
  449. return this.resultTransformer.getOriginalMetricName(labelData);
  450. }
  451. }
  452. /**
  453. * Align query range to step.
  454. * Rounds start and end down to a multiple of step.
  455. * @param start Timestamp marking the beginning of the range.
  456. * @param end Timestamp marking the end of the range.
  457. * @param step Interval to align start and end with.
  458. */
  459. export function alignRange(start: number, end: number, step: number): { end: number; start: number } {
  460. const alignedEnd = Math.floor(end / step) * step;
  461. const alignedStart = Math.floor(start / step) * step;
  462. return {
  463. end: alignedEnd,
  464. start: alignedStart,
  465. };
  466. }
  467. export function extractRuleMappingFromGroups(groups: any[]) {
  468. return groups.reduce(
  469. (mapping, group) =>
  470. group.rules
  471. .filter(rule => rule.type === 'recording')
  472. .reduce(
  473. (acc, rule) => ({
  474. ...acc,
  475. [rule.name]: rule.query,
  476. }),
  477. mapping
  478. ),
  479. {}
  480. );
  481. }
  482. export function prometheusRegularEscape(value) {
  483. if (typeof value === 'string') {
  484. return value.replace(/'/g, "\\\\'");
  485. }
  486. return value;
  487. }
  488. export function prometheusSpecialRegexEscape(value) {
  489. if (typeof value === 'string') {
  490. return prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()]/g, '\\\\$&'));
  491. }
  492. return value;
  493. }