datasource.ts 13 KB

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  1. import _ from 'lodash';
  2. import kbn from 'app/core/utils/kbn';
  3. import * as dateMath from 'app/core/utils/datemath';
  4. import PrometheusMetricFindQuery from './metric_find_query';
  5. import TableModel from 'app/core/table_model';
  6. function prometheusSpecialRegexEscape(value) {
  7. return value.replace(/[\\^$*+?.()|[\]{}]/g, '\\\\$&');
  8. }
  9. export class PrometheusDatasource {
  10. type: string;
  11. editorSrc: string;
  12. name: string;
  13. supportMetrics: boolean;
  14. url: string;
  15. directUrl: string;
  16. basicAuth: any;
  17. withCredentials: any;
  18. metricsNameCache: any;
  19. interval: string;
  20. /** @ngInject */
  21. constructor(instanceSettings, private $q, private backendSrv, private templateSrv, private timeSrv) {
  22. this.type = 'prometheus';
  23. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  24. this.name = instanceSettings.name;
  25. this.supportMetrics = true;
  26. this.url = instanceSettings.url;
  27. this.directUrl = instanceSettings.directUrl;
  28. this.basicAuth = instanceSettings.basicAuth;
  29. this.withCredentials = instanceSettings.withCredentials;
  30. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  31. }
  32. _request(method, url, requestId?) {
  33. var options: any = {
  34. url: this.url + url,
  35. method: method,
  36. requestId: requestId,
  37. };
  38. if (this.basicAuth || this.withCredentials) {
  39. options.withCredentials = true;
  40. }
  41. if (this.basicAuth) {
  42. options.headers = {
  43. Authorization: this.basicAuth,
  44. };
  45. }
  46. return this.backendSrv.datasourceRequest(options);
  47. }
  48. interpolateQueryExpr(value, variable, defaultFormatFn) {
  49. // if no multi or include all do not regexEscape
  50. if (!variable.multi && !variable.includeAll) {
  51. return value;
  52. }
  53. if (typeof value === 'string') {
  54. return prometheusSpecialRegexEscape(value);
  55. }
  56. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  57. return escapedValues.join('|');
  58. }
  59. targetContainsTemplate(target) {
  60. return this.templateSrv.variableExists(target.expr);
  61. }
  62. clampRange(start, end, step) {
  63. return {
  64. start: start - start % step,
  65. end: end - end % step + step,
  66. };
  67. }
  68. query(options) {
  69. var self = this;
  70. var start = this.getPrometheusTime(options.range.from, false);
  71. var end = this.getPrometheusTime(options.range.to, true);
  72. var range = Math.ceil(end - start);
  73. var queries = [];
  74. var activeTargets = [];
  75. options = _.clone(options);
  76. for (let target of options.targets) {
  77. if (!target.expr || target.hide) {
  78. continue;
  79. }
  80. activeTargets.push(target);
  81. queries.push(this.createQuery(target, options, range));
  82. }
  83. // No valid targets, return the empty result to save a round trip.
  84. if (_.isEmpty(queries)) {
  85. return this.$q.when({ data: [] });
  86. }
  87. var allQueryPromise = _.map(queries, query => {
  88. if (!query.instant) {
  89. let range = this.clampRange(start, end, query.step);
  90. return this.performTimeSeriesQuery(query, range.start, range.end);
  91. } else {
  92. return this.performInstantQuery(query, end);
  93. }
  94. });
  95. return this.$q.all(allQueryPromise).then(responseList => {
  96. var result = [];
  97. _.each(responseList, (response, index) => {
  98. if (response.status === 'error') {
  99. throw response.error;
  100. }
  101. if (activeTargets[index].format === 'table') {
  102. result.push(self.transformMetricDataToTable(response.data.data.result, responseList.length, index));
  103. } else {
  104. for (let metricData of response.data.data.result) {
  105. if (response.data.data.resultType === 'matrix') {
  106. let step = queries[index].step;
  107. let range = this.clampRange(start, end, step);
  108. result.push(self.transformMetricData(metricData, activeTargets[index], range.start, range.end, step));
  109. } else if (response.data.data.resultType === 'vector') {
  110. result.push(self.transformInstantMetricData(metricData, activeTargets[index]));
  111. }
  112. }
  113. }
  114. });
  115. return { data: result };
  116. });
  117. }
  118. createQuery(target, options, range) {
  119. var query: any = {};
  120. query.instant = target.instant;
  121. var interval = kbn.interval_to_seconds(options.interval);
  122. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  123. var minInterval = kbn.interval_to_seconds(
  124. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  125. );
  126. var intervalFactor = target.intervalFactor || 1;
  127. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  128. var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  129. var scopedVars = options.scopedVars;
  130. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  131. if (interval !== adjustedInterval) {
  132. interval = adjustedInterval;
  133. scopedVars = Object.assign({}, options.scopedVars, {
  134. __interval: { text: interval + 's', value: interval + 's' },
  135. __interval_ms: { text: interval * 1000, value: interval * 1000 },
  136. });
  137. }
  138. query.step = interval;
  139. // Only replace vars in expression after having (possibly) updated interval vars
  140. query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
  141. query.requestId = options.panelId + target.refId;
  142. return query;
  143. }
  144. adjustInterval(interval, minInterval, range, intervalFactor) {
  145. // Prometheus will drop queries that might return more than 11000 data points.
  146. // Calibrate interval if it is too small.
  147. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  148. interval = Math.ceil(range / intervalFactor / 11000);
  149. }
  150. return Math.max(interval * intervalFactor, minInterval, 1);
  151. }
  152. performTimeSeriesQuery(query, start, end) {
  153. if (start > end) {
  154. throw { message: 'Invalid time range' };
  155. }
  156. var url =
  157. '/api/v1/query_range?query=' +
  158. encodeURIComponent(query.expr) +
  159. '&start=' +
  160. start +
  161. '&end=' +
  162. end +
  163. '&step=' +
  164. query.step;
  165. return this._request('GET', url, query.requestId);
  166. }
  167. performInstantQuery(query, time) {
  168. var url = '/api/v1/query?query=' + encodeURIComponent(query.expr) + '&time=' + time;
  169. return this._request('GET', url, query.requestId);
  170. }
  171. performSuggestQuery(query, cache = false) {
  172. var url = '/api/v1/label/__name__/values';
  173. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  174. return this.$q.when(
  175. _.filter(this.metricsNameCache.data, metricName => {
  176. return metricName.indexOf(query) !== 1;
  177. })
  178. );
  179. }
  180. return this._request('GET', url).then(result => {
  181. this.metricsNameCache = {
  182. data: result.data.data,
  183. expire: Date.now() + 60 * 1000,
  184. };
  185. return _.filter(result.data.data, metricName => {
  186. return metricName.indexOf(query) !== 1;
  187. });
  188. });
  189. }
  190. metricFindQuery(query) {
  191. if (!query) {
  192. return this.$q.when([]);
  193. }
  194. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  195. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  196. return metricFindQuery.process();
  197. }
  198. annotationQuery(options) {
  199. var annotation = options.annotation;
  200. var expr = annotation.expr || '';
  201. var tagKeys = annotation.tagKeys || '';
  202. var titleFormat = annotation.titleFormat || '';
  203. var textFormat = annotation.textFormat || '';
  204. if (!expr) {
  205. return this.$q.when([]);
  206. }
  207. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  208. var step = '60s';
  209. if (annotation.step) {
  210. step = this.templateSrv.replace(annotation.step);
  211. }
  212. var start = this.getPrometheusTime(options.range.from, false);
  213. var end = this.getPrometheusTime(options.range.to, true);
  214. var query = {
  215. expr: interpolated,
  216. step: this.adjustInterval(kbn.interval_to_seconds(step), 0, Math.ceil(end - start), 1),
  217. };
  218. let range = this.clampRange(start, end, query.step);
  219. var self = this;
  220. return this.performTimeSeriesQuery(query, range.start, range.end).then(function(results) {
  221. var eventList = [];
  222. tagKeys = tagKeys.split(',');
  223. _.each(results.data.data.result, function(series) {
  224. var tags = _.chain(series.metric)
  225. .filter(function(v, k) {
  226. return _.includes(tagKeys, k);
  227. })
  228. .value();
  229. for (let value of series.values) {
  230. if (value[1] === '1') {
  231. var event = {
  232. annotation: annotation,
  233. time: Math.floor(parseFloat(value[0])) * 1000,
  234. title: self.renderTemplate(titleFormat, series.metric),
  235. tags: tags,
  236. text: self.renderTemplate(textFormat, series.metric),
  237. };
  238. eventList.push(event);
  239. }
  240. }
  241. });
  242. return eventList;
  243. });
  244. }
  245. testDatasource() {
  246. return this.metricFindQuery('metrics(.*)').then(function() {
  247. return { status: 'success', message: 'Data source is working' };
  248. });
  249. }
  250. transformMetricData(md, options, start, end, step) {
  251. var dps = [],
  252. metricLabel = null;
  253. metricLabel = this.createMetricLabel(md.metric, options);
  254. var stepMs = step * 1000;
  255. var baseTimestamp = start * 1000;
  256. for (let value of md.values) {
  257. var dp_value = parseFloat(value[1]);
  258. if (_.isNaN(dp_value)) {
  259. dp_value = null;
  260. }
  261. var timestamp = parseFloat(value[0]) * 1000;
  262. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  263. dps.push([null, t]);
  264. }
  265. baseTimestamp = timestamp + stepMs;
  266. dps.push([dp_value, timestamp]);
  267. }
  268. var endTimestamp = end * 1000;
  269. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  270. dps.push([null, t]);
  271. }
  272. return { target: metricLabel, datapoints: dps };
  273. }
  274. transformMetricDataToTable(md, resultCount: number, resultIndex: number) {
  275. var table = new TableModel();
  276. var i, j;
  277. var metricLabels = {};
  278. if (md.length === 0) {
  279. return table;
  280. }
  281. // Collect all labels across all metrics
  282. _.each(md, function(series) {
  283. for (var label in series.metric) {
  284. if (!metricLabels.hasOwnProperty(label)) {
  285. metricLabels[label] = 1;
  286. }
  287. }
  288. });
  289. // Sort metric labels, create columns for them and record their index
  290. var sortedLabels = _.keys(metricLabels).sort();
  291. table.columns.push({ text: 'Time', type: 'time' });
  292. _.each(sortedLabels, function(label, labelIndex) {
  293. metricLabels[label] = labelIndex + 1;
  294. table.columns.push({ text: label });
  295. });
  296. let valueText = resultCount > 1 ? `Value #${String.fromCharCode(65 + resultIndex)}` : 'Value';
  297. table.columns.push({ text: valueText });
  298. // Populate rows, set value to empty string when label not present.
  299. _.each(md, function(series) {
  300. if (series.value) {
  301. series.values = [series.value];
  302. }
  303. if (series.values) {
  304. for (i = 0; i < series.values.length; i++) {
  305. var values = series.values[i];
  306. var reordered: any = [values[0] * 1000];
  307. if (series.metric) {
  308. for (j = 0; j < sortedLabels.length; j++) {
  309. var label = sortedLabels[j];
  310. if (series.metric.hasOwnProperty(label)) {
  311. reordered.push(series.metric[label]);
  312. } else {
  313. reordered.push('');
  314. }
  315. }
  316. }
  317. reordered.push(parseFloat(values[1]));
  318. table.rows.push(reordered);
  319. }
  320. }
  321. });
  322. return table;
  323. }
  324. transformInstantMetricData(md, options) {
  325. var dps = [],
  326. metricLabel = null;
  327. metricLabel = this.createMetricLabel(md.metric, options);
  328. dps.push([parseFloat(md.value[1]), md.value[0] * 1000]);
  329. return { target: metricLabel, datapoints: dps };
  330. }
  331. createMetricLabel(labelData, options) {
  332. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  333. return this.getOriginalMetricName(labelData);
  334. }
  335. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  336. }
  337. renderTemplate(aliasPattern, aliasData) {
  338. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  339. return aliasPattern.replace(aliasRegex, function(match, g1) {
  340. if (aliasData[g1]) {
  341. return aliasData[g1];
  342. }
  343. return g1;
  344. });
  345. }
  346. getOriginalMetricName(labelData) {
  347. var metricName = labelData.__name__ || '';
  348. delete labelData.__name__;
  349. var labelPart = _.map(_.toPairs(labelData), function(label) {
  350. return label[0] + '="' + label[1] + '"';
  351. }).join(',');
  352. return metricName + '{' + labelPart + '}';
  353. }
  354. getPrometheusTime(date, roundUp) {
  355. if (_.isString(date)) {
  356. date = dateMath.parse(date, roundUp);
  357. }
  358. return Math.ceil(date.valueOf() / 1000);
  359. }
  360. }