datasource.ts 12 KB

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