datasource.ts 11 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. 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. return this.performTimeSeriesQuery(query, start, end);
  96. });
  97. return this.$q.all(allQueryPromise).then(responseList => {
  98. var result = [];
  99. var index = 0;
  100. _.each(responseList, (response, index) => {
  101. if (response.status === 'error') {
  102. throw response.error;
  103. }
  104. if (activeTargets[index].format === "table") {
  105. result.push(self.transformMetricDataToTable(response.data.data.result));
  106. } else {
  107. for (let metricData of response.data.data.result) {
  108. result.push(self.transformMetricData(metricData, activeTargets[index], start, end));
  109. }
  110. }
  111. });
  112. return { data: result };
  113. });
  114. }
  115. adjustStep(step, autoStep, range) {
  116. // Prometheus drop query if range/step > 11000
  117. // calibrate step if it is too big
  118. if (step !== 0 && range / step > 11000) {
  119. step = Math.ceil(range / 11000);
  120. }
  121. return Math.max(step, autoStep);
  122. }
  123. performTimeSeriesQuery(query, start, end) {
  124. if (start > end) {
  125. throw { message: 'Invalid time range' };
  126. }
  127. var url = '/api/v1/query_range?query=' + encodeURIComponent(query.expr) + '&start=' + start + '&end=' + end + '&step=' + query.step;
  128. return this._request('GET', url, query.requestId);
  129. }
  130. performSuggestQuery(query, cache = false) {
  131. var url = '/api/v1/label/__name__/values';
  132. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  133. return this.$q.when(_.filter(this.metricsNameCache.data, metricName => {
  134. return metricName.indexOf(query) !== 1;
  135. }));
  136. }
  137. return this._request('GET', url).then(result => {
  138. this.metricsNameCache = {
  139. data: result.data.data,
  140. expire: Date.now() + (60 * 1000)
  141. };
  142. return _.filter(result.data.data, metricName => {
  143. return metricName.indexOf(query) !== 1;
  144. });
  145. });
  146. }
  147. metricFindQuery(query) {
  148. if (!query) { return this.$q.when([]); }
  149. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  150. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  151. return metricFindQuery.process();
  152. }
  153. annotationQuery(options) {
  154. var annotation = options.annotation;
  155. var expr = annotation.expr || '';
  156. var tagKeys = annotation.tagKeys || '';
  157. var titleFormat = annotation.titleFormat || '';
  158. var textFormat = annotation.textFormat || '';
  159. if (!expr) { return this.$q.when([]); }
  160. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  161. var step = '60s';
  162. if (annotation.step) {
  163. step = this.templateSrv.replace(annotation.step);
  164. }
  165. var start = this.getPrometheusTime(options.range.from, false);
  166. var end = this.getPrometheusTime(options.range.to, true);
  167. var query = {
  168. expr: interpolated,
  169. step: this.adjustStep(kbn.interval_to_seconds(step), 0, Math.ceil(end - start)) + 's'
  170. };
  171. var self = this;
  172. return this.performTimeSeriesQuery(query, start, end).then(function(results) {
  173. var eventList = [];
  174. tagKeys = tagKeys.split(',');
  175. _.each(results.data.data.result, function(series) {
  176. var tags = _.chain(series.metric)
  177. .filter(function(v, k) {
  178. return _.includes(tagKeys, k);
  179. }).value();
  180. for (let value of series.values) {
  181. if (value[1] === '1') {
  182. var event = {
  183. annotation: annotation,
  184. time: Math.floor(parseFloat(value[0])) * 1000,
  185. title: self.renderTemplate(titleFormat, series.metric),
  186. tags: tags,
  187. text: self.renderTemplate(textFormat, series.metric)
  188. };
  189. eventList.push(event);
  190. }
  191. }
  192. });
  193. return eventList;
  194. });
  195. }
  196. testDatasource() {
  197. return this.metricFindQuery('metrics(.*)').then(function() {
  198. return { status: 'success', message: 'Data source is working'};
  199. });
  200. }
  201. calculateInterval(interval, intervalFactor) {
  202. return Math.ceil(this.intervalSeconds(interval) * intervalFactor);
  203. }
  204. intervalSeconds(interval) {
  205. var m = interval.match(durationSplitRegexp);
  206. var dur = moment.duration(parseInt(m[1]), m[2]);
  207. var sec = dur.asSeconds();
  208. if (sec < 1) {
  209. sec = 1;
  210. }
  211. return sec;
  212. }
  213. transformMetricData(md, options, start, end) {
  214. var dps = [],
  215. metricLabel = null;
  216. metricLabel = this.createMetricLabel(md.metric, options);
  217. var stepMs = parseInt(options.step) * 1000;
  218. var baseTimestamp = start * 1000;
  219. for (let value of md.values) {
  220. var dp_value = parseFloat(value[1]);
  221. if (_.isNaN(dp_value)) {
  222. dp_value = null;
  223. }
  224. var timestamp = parseFloat(value[0]) * 1000;
  225. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  226. dps.push([null, t]);
  227. }
  228. baseTimestamp = timestamp + stepMs;
  229. dps.push([dp_value, timestamp]);
  230. }
  231. var endTimestamp = end * 1000;
  232. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  233. dps.push([null, t]);
  234. }
  235. return { target: metricLabel, datapoints: dps };
  236. }
  237. transformMetricDataToTable(md) {
  238. var table = new TableModel();
  239. var i, j;
  240. var metricLabels = {};
  241. if (md.length === 0) {
  242. return table;
  243. }
  244. // Collect all labels across all metrics
  245. _.each(md, function(series) {
  246. for (var label in series.metric) {
  247. if (!metricLabels.hasOwnProperty(label)) {
  248. metricLabels[label] = 1;
  249. }
  250. }
  251. });
  252. // Sort metric labels, create columns for them and record their index
  253. var sortedLabels = _.keys(metricLabels).sort();
  254. table.columns.push({text: 'Time', type: 'time'});
  255. _.each(sortedLabels, function(label, labelIndex) {
  256. metricLabels[label] = labelIndex + 1;
  257. table.columns.push({text: label});
  258. });
  259. table.columns.push({text: 'Value'});
  260. // Populate rows, set value to empty string when label not present.
  261. _.each(md, function(series) {
  262. if (series.values) {
  263. for (i = 0; i < series.values.length; i++) {
  264. var values = series.values[i];
  265. var reordered: any = [values[0] * 1000];
  266. if (series.metric) {
  267. for (j = 0; j < sortedLabels.length; j++) {
  268. var label = sortedLabels[j];
  269. if (series.metric.hasOwnProperty(label)) {
  270. reordered.push(series.metric[label]);
  271. } else {
  272. reordered.push('');
  273. }
  274. }
  275. }
  276. reordered.push(parseFloat(values[1]));
  277. table.rows.push(reordered);
  278. }
  279. }
  280. });
  281. return table;
  282. }
  283. createMetricLabel(labelData, options) {
  284. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  285. return this.getOriginalMetricName(labelData);
  286. }
  287. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  288. }
  289. renderTemplate(aliasPattern, aliasData) {
  290. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  291. return aliasPattern.replace(aliasRegex, function(match, g1) {
  292. if (aliasData[g1]) {
  293. return aliasData[g1];
  294. }
  295. return g1;
  296. });
  297. }
  298. getOriginalMetricName(labelData) {
  299. var metricName = labelData.__name__ || '';
  300. delete labelData.__name__;
  301. var labelPart = _.map(_.toPairs(labelData), function(label) {
  302. return label[0] + '="' + label[1] + '"';
  303. }).join(',');
  304. return metricName + '{' + labelPart + '}';
  305. }
  306. getPrometheusTime(date, roundUp) {
  307. if (_.isString(date)) {
  308. date = dateMath.parse(date, roundUp);
  309. }
  310. return Math.ceil(date.valueOf() / 1000);
  311. }
  312. }