datasource.ts 15 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509
  1. import _ from 'lodash';
  2. import $ from 'jquery';
  3. import kbn from 'app/core/utils/kbn';
  4. import * as dateMath from 'app/core/utils/datemath';
  5. import PrometheusMetricFindQuery from './metric_find_query';
  6. import { ResultTransformer } from './result_transformer';
  7. import PrometheusLanguageProvider from './language_provider';
  8. import { BackendSrv } from 'app/core/services/backend_srv';
  9. import addLabelToQuery from './add_label_to_query';
  10. import { getQueryHints } from './query_hints';
  11. import { expandRecordingRules } from './language_utils';
  12. import { DataQuery } from 'app/types';
  13. import { ExploreUrlState } from 'app/types/explore';
  14. export function alignRange(start, end, step) {
  15. const alignedEnd = Math.ceil(end / step) * step;
  16. const alignedStart = Math.floor(start / step) * step;
  17. return {
  18. end: alignedEnd,
  19. start: alignedStart,
  20. };
  21. }
  22. export function extractRuleMappingFromGroups(groups: any[]) {
  23. return groups.reduce(
  24. (mapping, group) =>
  25. group.rules.filter(rule => rule.type === 'recording').reduce(
  26. (acc, rule) => ({
  27. ...acc,
  28. [rule.name]: rule.query,
  29. }),
  30. mapping
  31. ),
  32. {}
  33. );
  34. }
  35. export function prometheusRegularEscape(value) {
  36. if (typeof value === 'string') {
  37. return value.replace(/'/g, "\\\\'");
  38. }
  39. return value;
  40. }
  41. export function prometheusSpecialRegexEscape(value) {
  42. if (typeof value === 'string') {
  43. return prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()]/g, '\\\\$&'));
  44. }
  45. return value;
  46. }
  47. export class PrometheusDatasource {
  48. type: string;
  49. editorSrc: string;
  50. name: string;
  51. ruleMappings: { [index: string]: string };
  52. url: string;
  53. directUrl: string;
  54. basicAuth: any;
  55. withCredentials: any;
  56. metricsNameCache: any;
  57. interval: string;
  58. queryTimeout: string;
  59. httpMethod: string;
  60. languageProvider: PrometheusLanguageProvider;
  61. resultTransformer: ResultTransformer;
  62. /** @ngInject */
  63. constructor(instanceSettings, private $q, private backendSrv: BackendSrv, private templateSrv, private timeSrv) {
  64. this.type = 'prometheus';
  65. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  66. this.name = instanceSettings.name;
  67. this.url = instanceSettings.url;
  68. this.directUrl = instanceSettings.directUrl;
  69. this.basicAuth = instanceSettings.basicAuth;
  70. this.withCredentials = instanceSettings.withCredentials;
  71. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  72. this.queryTimeout = instanceSettings.jsonData.queryTimeout;
  73. this.httpMethod = instanceSettings.jsonData.httpMethod || 'GET';
  74. this.resultTransformer = new ResultTransformer(templateSrv);
  75. this.ruleMappings = {};
  76. this.languageProvider = new PrometheusLanguageProvider(this);
  77. }
  78. init() {
  79. this.loadRules();
  80. }
  81. _request(url, data?, options?: any) {
  82. options = _.defaults(options || {}, {
  83. url: this.url + url,
  84. method: this.httpMethod,
  85. });
  86. if (options.method === 'GET') {
  87. if (!_.isEmpty(data)) {
  88. options.url =
  89. options.url +
  90. '?' +
  91. _.map(data, (v, k) => {
  92. return encodeURIComponent(k) + '=' + encodeURIComponent(v);
  93. }).join('&');
  94. }
  95. } else {
  96. options.headers = {
  97. 'Content-Type': 'application/x-www-form-urlencoded',
  98. };
  99. options.transformRequest = data => {
  100. return $.param(data);
  101. };
  102. options.data = data;
  103. }
  104. if (this.basicAuth || this.withCredentials) {
  105. options.withCredentials = true;
  106. }
  107. if (this.basicAuth) {
  108. options.headers = {
  109. Authorization: this.basicAuth,
  110. };
  111. }
  112. return this.backendSrv.datasourceRequest(options);
  113. }
  114. // Use this for tab completion features, wont publish response to other components
  115. metadataRequest(url) {
  116. return this._request(url, null, { method: 'GET', silent: true });
  117. }
  118. interpolateQueryExpr(value, variable, defaultFormatFn) {
  119. // if no multi or include all do not regexEscape
  120. if (!variable.multi && !variable.includeAll) {
  121. return prometheusRegularEscape(value);
  122. }
  123. if (typeof value === 'string') {
  124. return prometheusSpecialRegexEscape(value);
  125. }
  126. const escapedValues = _.map(value, prometheusSpecialRegexEscape);
  127. return escapedValues.join('|');
  128. }
  129. targetContainsTemplate(target) {
  130. return this.templateSrv.variableExists(target.expr);
  131. }
  132. query(options) {
  133. const start = this.getPrometheusTime(options.range.from, false);
  134. const end = this.getPrometheusTime(options.range.to, true);
  135. const queries = [];
  136. const activeTargets = [];
  137. options = _.clone(options);
  138. for (const target of options.targets) {
  139. if (!target.expr || target.hide) {
  140. continue;
  141. }
  142. activeTargets.push(target);
  143. queries.push(this.createQuery(target, options, start, end));
  144. }
  145. // No valid targets, return the empty result to save a round trip.
  146. if (_.isEmpty(queries)) {
  147. return this.$q.when({ data: [] });
  148. }
  149. const allQueryPromise = _.map(queries, query => {
  150. if (!query.instant) {
  151. return this.performTimeSeriesQuery(query, query.start, query.end);
  152. } else {
  153. return this.performInstantQuery(query, end);
  154. }
  155. });
  156. return this.$q.all(allQueryPromise).then(responseList => {
  157. let result = [];
  158. _.each(responseList, (response, index) => {
  159. if (response.status === 'error') {
  160. const error = {
  161. index,
  162. ...response.error,
  163. };
  164. throw error;
  165. }
  166. // Keeping original start/end for transformers
  167. const transformerOptions = {
  168. format: activeTargets[index].format,
  169. step: queries[index].step,
  170. legendFormat: activeTargets[index].legendFormat,
  171. start: queries[index].start,
  172. end: queries[index].end,
  173. query: queries[index].expr,
  174. responseListLength: responseList.length,
  175. refId: activeTargets[index].refId,
  176. valueWithRefId: activeTargets[index].valueWithRefId,
  177. };
  178. const series = this.resultTransformer.transform(response, transformerOptions);
  179. result = [...result, ...series];
  180. });
  181. return { data: result };
  182. });
  183. }
  184. createQuery(target, options, start, end) {
  185. const query: any = {
  186. hinting: target.hinting,
  187. instant: target.instant,
  188. };
  189. const range = Math.ceil(end - start);
  190. // options.interval is the dynamically calculated interval
  191. let interval = kbn.interval_to_seconds(options.interval);
  192. // Minimum interval ("Min step"), if specified for the query or datasource. or same as interval otherwise
  193. const minInterval = kbn.interval_to_seconds(
  194. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  195. );
  196. const intervalFactor = target.intervalFactor || 1;
  197. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  198. const adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  199. let scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars() };
  200. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  201. if (interval !== adjustedInterval) {
  202. interval = adjustedInterval;
  203. scopedVars = Object.assign({}, options.scopedVars, {
  204. __interval: { text: interval + 's', value: interval + 's' },
  205. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  206. ...this.getRangeScopedVars(),
  207. });
  208. }
  209. query.step = interval;
  210. let expr = target.expr;
  211. // Apply adhoc filters
  212. const adhocFilters = this.templateSrv.getAdhocFilters(this.name);
  213. expr = adhocFilters.reduce((acc, filter) => {
  214. const { key, operator } = filter;
  215. let { value } = filter;
  216. if (operator === '=~' || operator === '!~') {
  217. value = prometheusSpecialRegexEscape(value);
  218. }
  219. return addLabelToQuery(acc, key, value, operator);
  220. }, expr);
  221. // Only replace vars in expression after having (possibly) updated interval vars
  222. query.expr = this.templateSrv.replace(expr, scopedVars, this.interpolateQueryExpr);
  223. query.requestId = options.panelId + target.refId;
  224. // Align query interval with step
  225. const adjusted = alignRange(start, end, query.step);
  226. query.start = adjusted.start;
  227. query.end = adjusted.end;
  228. return query;
  229. }
  230. adjustInterval(interval, minInterval, range, intervalFactor) {
  231. // Prometheus will drop queries that might return more than 11000 data points.
  232. // Calibrate interval if it is too small.
  233. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  234. interval = Math.ceil(range / intervalFactor / 11000);
  235. }
  236. return Math.max(interval * intervalFactor, minInterval, 1);
  237. }
  238. performTimeSeriesQuery(query, start, end) {
  239. if (start > end) {
  240. throw { message: 'Invalid time range' };
  241. }
  242. const url = '/api/v1/query_range';
  243. const data = {
  244. query: query.expr,
  245. start: start,
  246. end: end,
  247. step: query.step,
  248. };
  249. if (this.queryTimeout) {
  250. data['timeout'] = this.queryTimeout;
  251. }
  252. return this._request(url, data, { requestId: query.requestId });
  253. }
  254. performInstantQuery(query, time) {
  255. const url = '/api/v1/query';
  256. const data = {
  257. query: query.expr,
  258. time: time,
  259. };
  260. if (this.queryTimeout) {
  261. data['timeout'] = this.queryTimeout;
  262. }
  263. return this._request(url, data, { requestId: query.requestId });
  264. }
  265. performSuggestQuery(query, cache = false) {
  266. const url = '/api/v1/label/__name__/values';
  267. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  268. return this.$q.when(
  269. _.filter(this.metricsNameCache.data, metricName => {
  270. return metricName.indexOf(query) !== 1;
  271. })
  272. );
  273. }
  274. return this.metadataRequest(url).then(result => {
  275. this.metricsNameCache = {
  276. data: result.data.data,
  277. expire: Date.now() + 60 * 1000,
  278. };
  279. return _.filter(result.data.data, metricName => {
  280. return metricName.indexOf(query) !== 1;
  281. });
  282. });
  283. }
  284. metricFindQuery(query) {
  285. if (!query) {
  286. return this.$q.when([]);
  287. }
  288. const scopedVars = {
  289. __interval: { text: this.interval, value: this.interval },
  290. __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) },
  291. ...this.getRangeScopedVars(),
  292. };
  293. const interpolated = this.templateSrv.replace(query, scopedVars, this.interpolateQueryExpr);
  294. const metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  295. return metricFindQuery.process();
  296. }
  297. getRangeScopedVars() {
  298. const range = this.timeSrv.timeRange();
  299. const msRange = range.to.diff(range.from);
  300. const sRange = Math.round(msRange / 1000);
  301. const regularRange = kbn.secondsToHms(msRange / 1000);
  302. return {
  303. __range_ms: { text: msRange, value: msRange },
  304. __range_s: { text: sRange, value: sRange },
  305. __range: { text: regularRange, value: regularRange },
  306. };
  307. }
  308. annotationQuery(options) {
  309. const annotation = options.annotation;
  310. const expr = annotation.expr || '';
  311. let tagKeys = annotation.tagKeys || '';
  312. const titleFormat = annotation.titleFormat || '';
  313. const textFormat = annotation.textFormat || '';
  314. if (!expr) {
  315. return this.$q.when([]);
  316. }
  317. const step = annotation.step || '60s';
  318. const start = this.getPrometheusTime(options.range.from, false);
  319. const end = this.getPrometheusTime(options.range.to, true);
  320. const queryOptions = {
  321. ...options,
  322. interval: step,
  323. };
  324. // Unsetting min interval for accurate event resolution
  325. const minStep = '1s';
  326. const query = this.createQuery({ expr, interval: minStep }, queryOptions, start, end);
  327. const self = this;
  328. return this.performTimeSeriesQuery(query, query.start, query.end).then(results => {
  329. const eventList = [];
  330. tagKeys = tagKeys.split(',');
  331. _.each(results.data.data.result, series => {
  332. const tags = _.chain(series.metric)
  333. .filter((v, k) => {
  334. return _.includes(tagKeys, k);
  335. })
  336. .value();
  337. for (const value of series.values) {
  338. const valueIsTrue = value[1] === '1'; // e.g. ALERTS
  339. if (valueIsTrue || annotation.useValueForTime) {
  340. const event = {
  341. annotation: annotation,
  342. title: self.resultTransformer.renderTemplate(titleFormat, series.metric),
  343. tags: tags,
  344. text: self.resultTransformer.renderTemplate(textFormat, series.metric),
  345. };
  346. if (annotation.useValueForTime) {
  347. event['time'] = Math.floor(parseFloat(value[1]));
  348. } else {
  349. event['time'] = Math.floor(parseFloat(value[0])) * 1000;
  350. }
  351. eventList.push(event);
  352. }
  353. }
  354. });
  355. return eventList;
  356. });
  357. }
  358. testDatasource() {
  359. const now = new Date().getTime();
  360. return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
  361. if (response.data.status === 'success') {
  362. return { status: 'success', message: 'Data source is working' };
  363. } else {
  364. return { status: 'error', message: response.error };
  365. }
  366. });
  367. }
  368. getExploreState(queries: DataQuery[]): Partial<ExploreUrlState> {
  369. let state: Partial<ExploreUrlState> = { datasource: this.name };
  370. if (queries && queries.length > 0) {
  371. const expandedQueries = queries.map(query => ({
  372. ...query,
  373. expr: this.templateSrv.replace(query.expr, {}, this.interpolateQueryExpr),
  374. }));
  375. state = {
  376. ...state,
  377. queries: expandedQueries,
  378. };
  379. }
  380. return state;
  381. }
  382. getQueryHints(query: DataQuery, result: any[]) {
  383. return getQueryHints(query.expr || '', result, this);
  384. }
  385. loadRules() {
  386. this.metadataRequest('/api/v1/rules')
  387. .then(res => res.data || res.json())
  388. .then(body => {
  389. const groups = _.get(body, ['data', 'groups']);
  390. if (groups) {
  391. this.ruleMappings = extractRuleMappingFromGroups(groups);
  392. }
  393. })
  394. .catch(e => {
  395. console.log('Rules API is experimental. Ignore next error.');
  396. console.error(e);
  397. });
  398. }
  399. modifyQuery(query: DataQuery, action: any): DataQuery {
  400. let expression = query.expr || '';
  401. switch (action.type) {
  402. case 'ADD_FILTER': {
  403. expression = addLabelToQuery(expression, action.key, action.value);
  404. break;
  405. }
  406. case 'ADD_HISTOGRAM_QUANTILE': {
  407. expression = `histogram_quantile(0.95, sum(rate(${expression}[5m])) by (le))`;
  408. break;
  409. }
  410. case 'ADD_RATE': {
  411. expression = `rate(${expression}[5m])`;
  412. break;
  413. }
  414. case 'ADD_SUM': {
  415. expression = `sum(${expression.trim()}) by ($1)`;
  416. break;
  417. }
  418. case 'EXPAND_RULES': {
  419. if (action.mapping) {
  420. expression = expandRecordingRules(expression, action.mapping);
  421. }
  422. break;
  423. }
  424. default:
  425. break;
  426. }
  427. return { ...query, expr: expression };
  428. }
  429. getPrometheusTime(date, roundUp) {
  430. if (_.isString(date)) {
  431. date = dateMath.parse(date, roundUp);
  432. }
  433. return Math.ceil(date.valueOf() / 1000);
  434. }
  435. getTimeRange(): { start: number; end: number } {
  436. const range = this.timeSrv.timeRange();
  437. return {
  438. start: this.getPrometheusTime(range.from, false),
  439. end: this.getPrometheusTime(range.to, true),
  440. };
  441. }
  442. getOriginalMetricName(labelData) {
  443. return this.resultTransformer.getOriginalMetricName(labelData);
  444. }
  445. }