datasource.ts 17 KB

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  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 { BackendSrv } from 'app/core/services/backend_srv';
  8. export function alignRange(start, end, step) {
  9. const alignedEnd = Math.ceil(end / step) * step;
  10. const alignedStart = Math.floor(start / step) * step;
  11. return {
  12. end: alignedEnd,
  13. start: alignedStart,
  14. };
  15. }
  16. const keywords = 'by|without|on|ignoring|group_left|group_right';
  17. // Duplicate from mode-prometheus.js, which can't be used in tests due to global ace not being loaded.
  18. const builtInWords = [
  19. keywords,
  20. 'count|count_values|min|max|avg|sum|stddev|stdvar|bottomk|topk|quantile',
  21. 'true|false|null|__name__|job',
  22. 'abs|absent|ceil|changes|clamp_max|clamp_min|count_scalar|day_of_month|day_of_week|days_in_month|delta|deriv',
  23. 'drop_common_labels|exp|floor|histogram_quantile|holt_winters|hour|idelta|increase|irate|label_replace|ln|log2',
  24. 'log10|minute|month|predict_linear|rate|resets|round|scalar|sort|sort_desc|sqrt|time|vector|year|avg_over_time',
  25. 'min_over_time|max_over_time|sum_over_time|count_over_time|quantile_over_time|stddev_over_time|stdvar_over_time',
  26. ]
  27. .join('|')
  28. .split('|');
  29. // addLabelToQuery('foo', 'bar', 'baz') => 'foo{bar="baz"}'
  30. export function addLabelToQuery(query: string, key: string, value: string): string {
  31. if (!key || !value) {
  32. throw new Error('Need label to add to query.');
  33. }
  34. // Add empty selector to bare metric name
  35. let previousWord;
  36. query = query.replace(/(\w+)\b(?![\({=",])/g, (match, word, offset) => {
  37. // Check if inside a selector
  38. const nextSelectorStart = query.slice(offset).indexOf('{');
  39. const nextSelectorEnd = query.slice(offset).indexOf('}');
  40. const insideSelector = nextSelectorEnd > -1 && (nextSelectorStart === -1 || nextSelectorStart > nextSelectorEnd);
  41. // Handle "sum by (key) (metric)"
  42. const previousWordIsKeyWord = previousWord && keywords.split('|').indexOf(previousWord) > -1;
  43. previousWord = word;
  44. if (!insideSelector && !previousWordIsKeyWord && builtInWords.indexOf(word) === -1) {
  45. return `${word}{}`;
  46. }
  47. return word;
  48. });
  49. // Adding label to existing selectors
  50. const selectorRegexp = /{([^{]*)}/g;
  51. let match = null;
  52. const parts = [];
  53. let lastIndex = 0;
  54. let suffix = '';
  55. while ((match = selectorRegexp.exec(query))) {
  56. const prefix = query.slice(lastIndex, match.index);
  57. const selectorParts = match[1].split(',');
  58. const labels = selectorParts.reduce((acc, label) => {
  59. const labelParts = label.split('=');
  60. if (labelParts.length === 2) {
  61. acc[labelParts[0]] = labelParts[1];
  62. }
  63. return acc;
  64. }, {});
  65. labels[key] = `"${value}"`;
  66. const selector = Object.keys(labels)
  67. .sort()
  68. .map(key => `${key}=${labels[key]}`)
  69. .join(',');
  70. lastIndex = match.index + match[1].length + 2;
  71. suffix = query.slice(match.index + match[0].length);
  72. parts.push(prefix, '{', selector, '}');
  73. }
  74. parts.push(suffix);
  75. return parts.join('');
  76. }
  77. export function determineQueryHints(series: any[]): any[] {
  78. const hints = series.map((s, i) => {
  79. const query: string = s.query;
  80. const index: number = s.responseIndex;
  81. if (query === undefined || index === undefined) {
  82. return null;
  83. }
  84. // ..._bucket metric needs a histogram_quantile()
  85. const histogramMetric = query.trim().match(/^\w+_bucket$/);
  86. if (histogramMetric) {
  87. const label = 'Time series has buckets, you probably wanted a histogram.';
  88. return {
  89. index,
  90. label,
  91. fix: {
  92. label: 'Fix by adding histogram_quantile().',
  93. action: {
  94. type: 'ADD_HISTOGRAM_QUANTILE',
  95. query,
  96. index,
  97. },
  98. },
  99. };
  100. }
  101. // Check for monotony
  102. const datapoints: [number, number][] = s.datapoints;
  103. const simpleMetric = query.trim().match(/^\w+$/);
  104. if (simpleMetric && datapoints.length > 1) {
  105. let increasing = false;
  106. const monotonic = datapoints.every((dp, index) => {
  107. if (index === 0) {
  108. return true;
  109. }
  110. increasing = increasing || dp[0] > datapoints[index - 1][0];
  111. // monotonic?
  112. return dp[0] >= datapoints[index - 1][0];
  113. });
  114. if (increasing && monotonic) {
  115. const label = 'Time series is monotonously increasing.';
  116. return {
  117. label,
  118. index,
  119. fix: {
  120. label: 'Fix by adding rate().',
  121. action: {
  122. type: 'ADD_RATE',
  123. query,
  124. index,
  125. },
  126. },
  127. };
  128. }
  129. }
  130. // No hint found
  131. return null;
  132. });
  133. return hints;
  134. }
  135. export function prometheusRegularEscape(value) {
  136. if (typeof value === 'string') {
  137. return value.replace(/'/g, "\\\\'");
  138. }
  139. return value;
  140. }
  141. export function prometheusSpecialRegexEscape(value) {
  142. if (typeof value === 'string') {
  143. return prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()]/g, '\\\\$&'));
  144. }
  145. return value;
  146. }
  147. export class PrometheusDatasource {
  148. type: string;
  149. editorSrc: string;
  150. name: string;
  151. supportsExplore: boolean;
  152. supportMetrics: boolean;
  153. url: string;
  154. directUrl: string;
  155. basicAuth: any;
  156. withCredentials: any;
  157. metricsNameCache: any;
  158. interval: string;
  159. queryTimeout: string;
  160. httpMethod: string;
  161. resultTransformer: ResultTransformer;
  162. /** @ngInject */
  163. constructor(instanceSettings, private $q, private backendSrv: BackendSrv, private templateSrv, private timeSrv) {
  164. this.type = 'prometheus';
  165. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  166. this.name = instanceSettings.name;
  167. this.supportsExplore = true;
  168. this.supportMetrics = true;
  169. this.url = instanceSettings.url;
  170. this.directUrl = instanceSettings.directUrl;
  171. this.basicAuth = instanceSettings.basicAuth;
  172. this.withCredentials = instanceSettings.withCredentials;
  173. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  174. this.queryTimeout = instanceSettings.jsonData.queryTimeout;
  175. this.httpMethod = instanceSettings.jsonData.httpMethod || 'GET';
  176. this.resultTransformer = new ResultTransformer(templateSrv);
  177. }
  178. _request(url, data?, options?: any) {
  179. var options: any = {
  180. url: this.url + url,
  181. method: this.httpMethod,
  182. ...options,
  183. };
  184. if (options.method === 'GET') {
  185. if (!_.isEmpty(data)) {
  186. options.url =
  187. options.url +
  188. '?' +
  189. _.map(data, (v, k) => {
  190. return encodeURIComponent(k) + '=' + encodeURIComponent(v);
  191. }).join('&');
  192. }
  193. } else {
  194. options.headers = {
  195. 'Content-Type': 'application/x-www-form-urlencoded',
  196. };
  197. options.transformRequest = data => {
  198. return $.param(data);
  199. };
  200. options.data = data;
  201. }
  202. if (this.basicAuth || this.withCredentials) {
  203. options.withCredentials = true;
  204. }
  205. if (this.basicAuth) {
  206. options.headers = {
  207. Authorization: this.basicAuth,
  208. };
  209. }
  210. return this.backendSrv.datasourceRequest(options);
  211. }
  212. // Use this for tab completion features, wont publish response to other components
  213. metadataRequest(url) {
  214. return this._request(url, null, { method: 'GET', silent: true });
  215. }
  216. interpolateQueryExpr(value, variable, defaultFormatFn) {
  217. // if no multi or include all do not regexEscape
  218. if (!variable.multi && !variable.includeAll) {
  219. return prometheusRegularEscape(value);
  220. }
  221. if (typeof value === 'string') {
  222. return prometheusSpecialRegexEscape(value);
  223. }
  224. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  225. return escapedValues.join('|');
  226. }
  227. targetContainsTemplate(target) {
  228. return this.templateSrv.variableExists(target.expr);
  229. }
  230. query(options) {
  231. var start = this.getPrometheusTime(options.range.from, false);
  232. var end = this.getPrometheusTime(options.range.to, true);
  233. var queries = [];
  234. var activeTargets = [];
  235. options = _.clone(options);
  236. for (let target of options.targets) {
  237. if (!target.expr || target.hide) {
  238. continue;
  239. }
  240. activeTargets.push(target);
  241. queries.push(this.createQuery(target, options, start, end));
  242. }
  243. // No valid targets, return the empty result to save a round trip.
  244. if (_.isEmpty(queries)) {
  245. return this.$q.when({ data: [] });
  246. }
  247. var allQueryPromise = _.map(queries, query => {
  248. if (!query.instant) {
  249. return this.performTimeSeriesQuery(query, query.start, query.end);
  250. } else {
  251. return this.performInstantQuery(query, end);
  252. }
  253. });
  254. return this.$q.all(allQueryPromise).then(responseList => {
  255. let result = [];
  256. let hints = [];
  257. _.each(responseList, (response, index) => {
  258. if (response.status === 'error') {
  259. const error = {
  260. index,
  261. ...response.error,
  262. };
  263. throw error;
  264. }
  265. // Keeping original start/end for transformers
  266. const transformerOptions = {
  267. format: activeTargets[index].format,
  268. step: queries[index].step,
  269. legendFormat: activeTargets[index].legendFormat,
  270. start: queries[index].start,
  271. end: queries[index].end,
  272. query: queries[index].expr,
  273. responseListLength: responseList.length,
  274. responseIndex: index,
  275. refId: activeTargets[index].refId,
  276. };
  277. const series = this.resultTransformer.transform(response, transformerOptions);
  278. result = [...result, ...series];
  279. if (queries[index].hinting) {
  280. const queryHints = determineQueryHints(series);
  281. hints = [...hints, ...queryHints];
  282. }
  283. });
  284. return { data: result, hints };
  285. });
  286. }
  287. createQuery(target, options, start, end) {
  288. const query: any = {
  289. hinting: target.hinting,
  290. instant: target.instant,
  291. };
  292. var range = Math.ceil(end - start);
  293. var interval = kbn.interval_to_seconds(options.interval);
  294. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  295. var minInterval = kbn.interval_to_seconds(
  296. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  297. );
  298. var intervalFactor = target.intervalFactor || 1;
  299. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  300. var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  301. var scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars() };
  302. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  303. if (interval !== adjustedInterval) {
  304. interval = adjustedInterval;
  305. scopedVars = Object.assign({}, options.scopedVars, {
  306. __interval: { text: interval + 's', value: interval + 's' },
  307. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  308. ...this.getRangeScopedVars(),
  309. });
  310. }
  311. query.step = interval;
  312. // Only replace vars in expression after having (possibly) updated interval vars
  313. query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
  314. query.requestId = options.panelId + target.refId;
  315. // Align query interval with step
  316. const adjusted = alignRange(start, end, query.step);
  317. query.start = adjusted.start;
  318. query.end = adjusted.end;
  319. return query;
  320. }
  321. adjustInterval(interval, minInterval, range, intervalFactor) {
  322. // Prometheus will drop queries that might return more than 11000 data points.
  323. // Calibrate interval if it is too small.
  324. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  325. interval = Math.ceil(range / intervalFactor / 11000);
  326. }
  327. return Math.max(interval * intervalFactor, minInterval, 1);
  328. }
  329. performTimeSeriesQuery(query, start, end) {
  330. if (start > end) {
  331. throw { message: 'Invalid time range' };
  332. }
  333. var url = '/api/v1/query_range';
  334. var data = {
  335. query: query.expr,
  336. start: start,
  337. end: end,
  338. step: query.step,
  339. };
  340. if (this.queryTimeout) {
  341. data['timeout'] = this.queryTimeout;
  342. }
  343. return this._request(url, data, { requestId: query.requestId });
  344. }
  345. performInstantQuery(query, time) {
  346. var url = '/api/v1/query';
  347. var data = {
  348. query: query.expr,
  349. time: time,
  350. };
  351. if (this.queryTimeout) {
  352. data['timeout'] = this.queryTimeout;
  353. }
  354. return this._request(url, data, { requestId: query.requestId });
  355. }
  356. performSuggestQuery(query, cache = false) {
  357. var url = '/api/v1/label/__name__/values';
  358. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  359. return this.$q.when(
  360. _.filter(this.metricsNameCache.data, metricName => {
  361. return metricName.indexOf(query) !== 1;
  362. })
  363. );
  364. }
  365. return this.metadataRequest(url).then(result => {
  366. this.metricsNameCache = {
  367. data: result.data.data,
  368. expire: Date.now() + 60 * 1000,
  369. };
  370. return _.filter(result.data.data, metricName => {
  371. return metricName.indexOf(query) !== 1;
  372. });
  373. });
  374. }
  375. metricFindQuery(query) {
  376. if (!query) {
  377. return this.$q.when([]);
  378. }
  379. let scopedVars = {
  380. __interval: { text: this.interval, value: this.interval },
  381. __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) },
  382. ...this.getRangeScopedVars(),
  383. };
  384. let interpolated = this.templateSrv.replace(query, scopedVars, this.interpolateQueryExpr);
  385. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  386. return metricFindQuery.process();
  387. }
  388. getRangeScopedVars() {
  389. let range = this.timeSrv.timeRange();
  390. let msRange = range.to.diff(range.from);
  391. let regularRange = kbn.secondsToHms(msRange / 1000);
  392. return {
  393. __range_ms: { text: msRange, value: msRange },
  394. __range: { text: regularRange, value: regularRange },
  395. };
  396. }
  397. annotationQuery(options) {
  398. var annotation = options.annotation;
  399. var expr = annotation.expr || '';
  400. var tagKeys = annotation.tagKeys || '';
  401. var titleFormat = annotation.titleFormat || '';
  402. var textFormat = annotation.textFormat || '';
  403. if (!expr) {
  404. return this.$q.when([]);
  405. }
  406. var step = annotation.step || '60s';
  407. var start = this.getPrometheusTime(options.range.from, false);
  408. var end = this.getPrometheusTime(options.range.to, true);
  409. // Unsetting min interval
  410. const queryOptions = {
  411. ...options,
  412. interval: '0s',
  413. };
  414. const query = this.createQuery({ expr, interval: step }, queryOptions, start, end);
  415. var self = this;
  416. return this.performTimeSeriesQuery(query, query.start, query.end).then(function(results) {
  417. var eventList = [];
  418. tagKeys = tagKeys.split(',');
  419. _.each(results.data.data.result, function(series) {
  420. var tags = _.chain(series.metric)
  421. .filter(function(v, k) {
  422. return _.includes(tagKeys, k);
  423. })
  424. .value();
  425. for (let value of series.values) {
  426. if (value[1] === '1') {
  427. var event = {
  428. annotation: annotation,
  429. time: Math.floor(parseFloat(value[0])) * 1000,
  430. title: self.resultTransformer.renderTemplate(titleFormat, series.metric),
  431. tags: tags,
  432. text: self.resultTransformer.renderTemplate(textFormat, series.metric),
  433. };
  434. eventList.push(event);
  435. }
  436. }
  437. });
  438. return eventList;
  439. });
  440. }
  441. testDatasource() {
  442. let now = new Date().getTime();
  443. return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
  444. if (response.data.status === 'success') {
  445. return { status: 'success', message: 'Data source is working' };
  446. } else {
  447. return { status: 'error', message: response.error };
  448. }
  449. });
  450. }
  451. getExploreState(panel) {
  452. let state = {};
  453. if (panel.targets) {
  454. const queries = panel.targets.map(t => ({
  455. query: this.templateSrv.replace(t.expr, {}, this.interpolateQueryExpr),
  456. format: t.format,
  457. }));
  458. state = {
  459. ...state,
  460. queries,
  461. datasource: this.name,
  462. };
  463. }
  464. return state;
  465. }
  466. modifyQuery(query: string, action: any): string {
  467. switch (action.type) {
  468. case 'ADD_FILTER': {
  469. return addLabelToQuery(query, action.key, action.value);
  470. }
  471. case 'ADD_HISTOGRAM_QUANTILE': {
  472. return `histogram_quantile(0.95, sum(rate(${query}[5m])) by (le))`;
  473. }
  474. case 'ADD_RATE': {
  475. return `rate(${query}[5m])`;
  476. }
  477. default:
  478. return query;
  479. }
  480. }
  481. getPrometheusTime(date, roundUp) {
  482. if (_.isString(date)) {
  483. date = dateMath.parse(date, roundUp);
  484. }
  485. return Math.ceil(date.valueOf() / 1000);
  486. }
  487. getOriginalMetricName(labelData) {
  488. return this.resultTransformer.getOriginalMetricName(labelData);
  489. }
  490. }