datasource.ts 15 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 prometheusRegularEscape(value) {
  78. if (typeof value === 'string') {
  79. return value.replace(/'/g, "\\\\'");
  80. }
  81. return value;
  82. }
  83. export function prometheusSpecialRegexEscape(value) {
  84. if (typeof value === 'string') {
  85. return prometheusRegularEscape(value.replace(/\\/g, '\\\\\\\\').replace(/[$^*{}\[\]+?.()]/g, '\\\\$&'));
  86. }
  87. return value;
  88. }
  89. export class PrometheusDatasource {
  90. type: string;
  91. editorSrc: string;
  92. name: string;
  93. supportsExplore: boolean;
  94. supportMetrics: boolean;
  95. url: string;
  96. directUrl: string;
  97. basicAuth: any;
  98. withCredentials: any;
  99. metricsNameCache: any;
  100. interval: string;
  101. queryTimeout: string;
  102. httpMethod: string;
  103. resultTransformer: ResultTransformer;
  104. /** @ngInject */
  105. constructor(instanceSettings, private $q, private backendSrv: BackendSrv, private templateSrv, private timeSrv) {
  106. this.type = 'prometheus';
  107. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  108. this.name = instanceSettings.name;
  109. this.supportsExplore = true;
  110. this.supportMetrics = true;
  111. this.url = instanceSettings.url;
  112. this.directUrl = instanceSettings.directUrl;
  113. this.basicAuth = instanceSettings.basicAuth;
  114. this.withCredentials = instanceSettings.withCredentials;
  115. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  116. this.queryTimeout = instanceSettings.jsonData.queryTimeout;
  117. this.httpMethod = instanceSettings.jsonData.httpMethod || 'GET';
  118. this.resultTransformer = new ResultTransformer(templateSrv);
  119. }
  120. _request(url, data?, options?: any) {
  121. var options: any = {
  122. url: this.url + url,
  123. method: this.httpMethod,
  124. ...options,
  125. };
  126. if (options.method === 'GET') {
  127. if (!_.isEmpty(data)) {
  128. options.url =
  129. options.url +
  130. '?' +
  131. _.map(data, (v, k) => {
  132. return encodeURIComponent(k) + '=' + encodeURIComponent(v);
  133. }).join('&');
  134. }
  135. } else {
  136. options.headers = {
  137. 'Content-Type': 'application/x-www-form-urlencoded',
  138. };
  139. options.transformRequest = data => {
  140. return $.param(data);
  141. };
  142. options.data = data;
  143. }
  144. if (this.basicAuth || this.withCredentials) {
  145. options.withCredentials = true;
  146. }
  147. if (this.basicAuth) {
  148. options.headers = {
  149. Authorization: this.basicAuth,
  150. };
  151. }
  152. return this.backendSrv.datasourceRequest(options);
  153. }
  154. // Use this for tab completion features, wont publish response to other components
  155. metadataRequest(url) {
  156. return this._request(url, null, { method: 'GET', silent: true });
  157. }
  158. interpolateQueryExpr(value, variable, defaultFormatFn) {
  159. // if no multi or include all do not regexEscape
  160. if (!variable.multi && !variable.includeAll) {
  161. return prometheusRegularEscape(value);
  162. }
  163. if (typeof value === 'string') {
  164. return prometheusSpecialRegexEscape(value);
  165. }
  166. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  167. return escapedValues.join('|');
  168. }
  169. targetContainsTemplate(target) {
  170. return this.templateSrv.variableExists(target.expr);
  171. }
  172. query(options) {
  173. var start = this.getPrometheusTime(options.range.from, false);
  174. var end = this.getPrometheusTime(options.range.to, true);
  175. var queries = [];
  176. var activeTargets = [];
  177. options = _.clone(options);
  178. for (let target of options.targets) {
  179. if (!target.expr || target.hide) {
  180. continue;
  181. }
  182. activeTargets.push(target);
  183. queries.push(this.createQuery(target, options, start, end));
  184. }
  185. // No valid targets, return the empty result to save a round trip.
  186. if (_.isEmpty(queries)) {
  187. return this.$q.when({ data: [] });
  188. }
  189. var allQueryPromise = _.map(queries, query => {
  190. if (!query.instant) {
  191. return this.performTimeSeriesQuery(query, query.start, query.end);
  192. } else {
  193. return this.performInstantQuery(query, end);
  194. }
  195. });
  196. return this.$q.all(allQueryPromise).then(responseList => {
  197. let result = [];
  198. _.each(responseList, (response, index) => {
  199. if (response.status === 'error') {
  200. throw response.error;
  201. }
  202. // Keeping original start/end for transformers
  203. const transformerOptions = {
  204. format: activeTargets[index].format,
  205. step: queries[index].step,
  206. legendFormat: activeTargets[index].legendFormat,
  207. start: queries[index].start,
  208. end: queries[index].end,
  209. query: queries[index].expr,
  210. responseListLength: responseList.length,
  211. responseIndex: index,
  212. refId: activeTargets[index].refId,
  213. };
  214. this.resultTransformer.transform(result, response, transformerOptions);
  215. });
  216. return { data: result };
  217. });
  218. }
  219. createQuery(target, options, start, end) {
  220. var query: any = {};
  221. query.instant = target.instant;
  222. var range = Math.ceil(end - start);
  223. var interval = kbn.interval_to_seconds(options.interval);
  224. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  225. var minInterval = kbn.interval_to_seconds(
  226. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  227. );
  228. var intervalFactor = target.intervalFactor || 1;
  229. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  230. var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  231. var scopedVars = { ...options.scopedVars, ...this.getRangeScopedVars() };
  232. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  233. if (interval !== adjustedInterval) {
  234. interval = adjustedInterval;
  235. scopedVars = Object.assign({}, options.scopedVars, {
  236. __interval: { text: interval + 's', value: interval + 's' },
  237. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  238. ...this.getRangeScopedVars(),
  239. });
  240. }
  241. query.step = interval;
  242. // Only replace vars in expression after having (possibly) updated interval vars
  243. query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
  244. query.requestId = options.panelId + target.refId;
  245. // Align query interval with step
  246. const adjusted = alignRange(start, end, query.step);
  247. query.start = adjusted.start;
  248. query.end = adjusted.end;
  249. return query;
  250. }
  251. adjustInterval(interval, minInterval, range, intervalFactor) {
  252. // Prometheus will drop queries that might return more than 11000 data points.
  253. // Calibrate interval if it is too small.
  254. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  255. interval = Math.ceil(range / intervalFactor / 11000);
  256. }
  257. return Math.max(interval * intervalFactor, minInterval, 1);
  258. }
  259. performTimeSeriesQuery(query, start, end) {
  260. if (start > end) {
  261. throw { message: 'Invalid time range' };
  262. }
  263. var url = '/api/v1/query_range';
  264. var data = {
  265. query: query.expr,
  266. start: start,
  267. end: end,
  268. step: query.step,
  269. };
  270. if (this.queryTimeout) {
  271. data['timeout'] = this.queryTimeout;
  272. }
  273. return this._request(url, data, { requestId: query.requestId });
  274. }
  275. performInstantQuery(query, time) {
  276. var url = '/api/v1/query';
  277. var data = {
  278. query: query.expr,
  279. time: time,
  280. };
  281. if (this.queryTimeout) {
  282. data['timeout'] = this.queryTimeout;
  283. }
  284. return this._request(url, data, { requestId: query.requestId });
  285. }
  286. performSuggestQuery(query, cache = false) {
  287. var url = '/api/v1/label/__name__/values';
  288. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  289. return this.$q.when(
  290. _.filter(this.metricsNameCache.data, metricName => {
  291. return metricName.indexOf(query) !== 1;
  292. })
  293. );
  294. }
  295. return this.metadataRequest(url).then(result => {
  296. this.metricsNameCache = {
  297. data: result.data.data,
  298. expire: Date.now() + 60 * 1000,
  299. };
  300. return _.filter(result.data.data, metricName => {
  301. return metricName.indexOf(query) !== 1;
  302. });
  303. });
  304. }
  305. metricFindQuery(query) {
  306. if (!query) {
  307. return this.$q.when([]);
  308. }
  309. let scopedVars = {
  310. __interval: { text: this.interval, value: this.interval },
  311. __interval_ms: { text: kbn.interval_to_ms(this.interval), value: kbn.interval_to_ms(this.interval) },
  312. ...this.getRangeScopedVars(),
  313. };
  314. let interpolated = this.templateSrv.replace(query, scopedVars, this.interpolateQueryExpr);
  315. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  316. return metricFindQuery.process();
  317. }
  318. getRangeScopedVars() {
  319. let range = this.timeSrv.timeRange();
  320. let msRange = range.to.diff(range.from);
  321. let regularRange = kbn.secondsToHms(msRange / 1000);
  322. return {
  323. __range_ms: { text: msRange, value: msRange },
  324. __range: { text: regularRange, value: regularRange },
  325. };
  326. }
  327. annotationQuery(options) {
  328. var annotation = options.annotation;
  329. var expr = annotation.expr || '';
  330. var tagKeys = annotation.tagKeys || '';
  331. var titleFormat = annotation.titleFormat || '';
  332. var textFormat = annotation.textFormat || '';
  333. if (!expr) {
  334. return this.$q.when([]);
  335. }
  336. var step = annotation.step || '60s';
  337. var start = this.getPrometheusTime(options.range.from, false);
  338. var end = this.getPrometheusTime(options.range.to, true);
  339. // Unsetting min interval
  340. const queryOptions = {
  341. ...options,
  342. interval: '0s',
  343. };
  344. const query = this.createQuery({ expr, interval: step }, queryOptions, start, end);
  345. var self = this;
  346. return this.performTimeSeriesQuery(query, query.start, query.end).then(function(results) {
  347. var eventList = [];
  348. tagKeys = tagKeys.split(',');
  349. _.each(results.data.data.result, function(series) {
  350. var tags = _.chain(series.metric)
  351. .filter(function(v, k) {
  352. return _.includes(tagKeys, k);
  353. })
  354. .value();
  355. for (let value of series.values) {
  356. if (value[1] === '1') {
  357. var event = {
  358. annotation: annotation,
  359. time: Math.floor(parseFloat(value[0])) * 1000,
  360. title: self.resultTransformer.renderTemplate(titleFormat, series.metric),
  361. tags: tags,
  362. text: self.resultTransformer.renderTemplate(textFormat, series.metric),
  363. };
  364. eventList.push(event);
  365. }
  366. }
  367. });
  368. return eventList;
  369. });
  370. }
  371. testDatasource() {
  372. let now = new Date().getTime();
  373. return this.performInstantQuery({ expr: '1+1' }, now / 1000).then(response => {
  374. if (response.data.status === 'success') {
  375. return { status: 'success', message: 'Data source is working' };
  376. } else {
  377. return { status: 'error', message: response.error };
  378. }
  379. });
  380. }
  381. getExploreState(panel) {
  382. let state = {};
  383. if (panel.targets) {
  384. const queries = panel.targets.map(t => ({
  385. query: this.templateSrv.replace(t.expr, {}, this.interpolateQueryExpr),
  386. format: t.format,
  387. }));
  388. state = {
  389. ...state,
  390. queries,
  391. datasource: this.name,
  392. };
  393. }
  394. return state;
  395. }
  396. modifyQuery(query: string, options: any): string {
  397. const { addFilter } = options;
  398. if (addFilter) {
  399. return addLabelToQuery(query, addFilter.key, addFilter.value);
  400. }
  401. return query;
  402. }
  403. getPrometheusTime(date, roundUp) {
  404. if (_.isString(date)) {
  405. date = dateMath.parse(date, roundUp);
  406. }
  407. return Math.ceil(date.valueOf() / 1000);
  408. }
  409. getOriginalMetricName(labelData) {
  410. return this.resultTransformer.getOriginalMetricName(labelData);
  411. }
  412. }