datasource.ts 12 KB

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