datasource.ts 10 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. /** @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. var interval = this.templateSrv.replace(target.interval, options.scopedVars) || options.interval;
  83. var intervalFactor = target.intervalFactor || 1;
  84. target.step = query.step = this.calculateInterval(interval, intervalFactor);
  85. var range = Math.ceil(end - start);
  86. target.step = query.step = this.adjustStep(query.step, this.intervalSeconds(options.interval), range);
  87. queries.push(query);
  88. }
  89. // No valid targets, return the empty result to save a round trip.
  90. if (_.isEmpty(queries)) {
  91. return this.$q.when({ data: [] });
  92. }
  93. var allQueryPromise = _.map(queries, query => {
  94. return this.performTimeSeriesQuery(query, start, end);
  95. });
  96. return this.$q.all(allQueryPromise).then(responseList => {
  97. var result = [];
  98. var index = 0;
  99. _.each(responseList, (response, index) => {
  100. if (response.status === 'error') {
  101. throw response.error;
  102. }
  103. if (activeTargets[index].format === "table") {
  104. result.push(self.transformMetricDataToTable(response.data.data.result));
  105. } else {
  106. for (let metricData of response.data.data.result) {
  107. result.push(self.transformMetricData(metricData, activeTargets[index], start, end));
  108. }
  109. }
  110. });
  111. return { data: result };
  112. });
  113. }
  114. adjustStep(step, autoStep, range) {
  115. // Prometheus drop query if range/step > 11000
  116. // calibrate step if it is too big
  117. if (step !== 0 && range / step > 11000) {
  118. step = Math.ceil(range / 11000);
  119. }
  120. return Math.max(step, autoStep);
  121. }
  122. performTimeSeriesQuery(query, start, end) {
  123. if (start > end) {
  124. throw { message: 'Invalid time range' };
  125. }
  126. var url = '/api/v1/query_range?query=' + encodeURIComponent(query.expr) + '&start=' + start + '&end=' + end + '&step=' + query.step;
  127. return this._request('GET', url, query.requestId);
  128. }
  129. performSuggestQuery(query) {
  130. var url = '/api/v1/label/__name__/values';
  131. return this._request('GET', url).then(function(result) {
  132. return _.filter(result.data.data, function (metricName) {
  133. return metricName.indexOf(query) !== 1;
  134. });
  135. });
  136. }
  137. metricFindQuery(query) {
  138. if (!query) { return this.$q.when([]); }
  139. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  140. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  141. return metricFindQuery.process();
  142. }
  143. annotationQuery(options) {
  144. var annotation = options.annotation;
  145. var expr = annotation.expr || '';
  146. var tagKeys = annotation.tagKeys || '';
  147. var titleFormat = annotation.titleFormat || '';
  148. var textFormat = annotation.textFormat || '';
  149. if (!expr) { return this.$q.when([]); }
  150. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  151. var step = '60s';
  152. if (annotation.step) {
  153. step = this.templateSrv.replace(annotation.step);
  154. }
  155. var start = this.getPrometheusTime(options.range.from, false);
  156. var end = this.getPrometheusTime(options.range.to, true);
  157. var query = {
  158. expr: interpolated,
  159. step: this.adjustStep(kbn.interval_to_seconds(step), 0, Math.ceil(end - start)) + 's'
  160. };
  161. var self = this;
  162. return this.performTimeSeriesQuery(query, start, end).then(function(results) {
  163. var eventList = [];
  164. tagKeys = tagKeys.split(',');
  165. _.each(results.data.data.result, function(series) {
  166. var tags = _.chain(series.metric)
  167. .filter(function(v, k) {
  168. return _.includes(tagKeys, k);
  169. }).value();
  170. for (let value of series.values) {
  171. if (value[1] === '1') {
  172. var event = {
  173. annotation: annotation,
  174. time: Math.floor(parseFloat(value[0])) * 1000,
  175. title: self.renderTemplate(titleFormat, series.metric),
  176. tags: tags,
  177. text: self.renderTemplate(textFormat, series.metric)
  178. };
  179. eventList.push(event);
  180. }
  181. }
  182. });
  183. return eventList;
  184. });
  185. }
  186. testDatasource() {
  187. return this.metricFindQuery('metrics(.*)').then(function() {
  188. return { status: 'success', message: 'Data source is working', title: 'Success' };
  189. });
  190. }
  191. calculateInterval(interval, intervalFactor) {
  192. return Math.ceil(this.intervalSeconds(interval) * intervalFactor);
  193. }
  194. intervalSeconds(interval) {
  195. var m = interval.match(durationSplitRegexp);
  196. var dur = moment.duration(parseInt(m[1]), m[2]);
  197. var sec = dur.asSeconds();
  198. if (sec < 1) {
  199. sec = 1;
  200. }
  201. return sec;
  202. }
  203. transformMetricData(md, options, start, end) {
  204. var dps = [],
  205. metricLabel = null;
  206. metricLabel = this.createMetricLabel(md.metric, options);
  207. var stepMs = parseInt(options.step) * 1000;
  208. var baseTimestamp = start * 1000;
  209. for (let value of md.values) {
  210. var dp_value = parseFloat(value[1]);
  211. if (_.isNaN(dp_value)) {
  212. dp_value = null;
  213. }
  214. var timestamp = parseFloat(value[0]) * 1000;
  215. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  216. dps.push([null, t]);
  217. }
  218. baseTimestamp = timestamp + stepMs;
  219. dps.push([dp_value, timestamp]);
  220. }
  221. var endTimestamp = end * 1000;
  222. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  223. dps.push([null, t]);
  224. }
  225. return { target: metricLabel, datapoints: dps };
  226. }
  227. transformMetricDataToTable(md) {
  228. var table = new TableModel();
  229. var i, j;
  230. var metricLabels = {};
  231. if (md.length === 0) {
  232. return table;
  233. }
  234. // Collect all labels across all metrics
  235. _.each(md, function(series) {
  236. for (var label in series.metric) {
  237. if (!metricLabels.hasOwnProperty(label)) {
  238. metricLabels[label] = 1;
  239. }
  240. }
  241. });
  242. // Sort metric labels, create columns for them and record their index
  243. var sortedLabels = _.keys(metricLabels).sort();
  244. table.columns.push({text: 'Time', type: 'time'});
  245. _.each(sortedLabels, function(label, labelIndex) {
  246. metricLabels[label] = labelIndex + 1;
  247. table.columns.push({text: label});
  248. });
  249. table.columns.push({text: 'Value'});
  250. // Populate rows, set value to empty string when label not present.
  251. _.each(md, function(series) {
  252. if (series.values) {
  253. for (i = 0; i < series.values.length; i++) {
  254. var values = series.values[i];
  255. var reordered: any = [values[0] * 1000];
  256. if (series.metric) {
  257. for (j = 0; j < sortedLabels.length; j++) {
  258. var label = sortedLabels[j];
  259. if (series.metric.hasOwnProperty(label)) {
  260. reordered.push(series.metric[label]);
  261. } else {
  262. reordered.push('');
  263. }
  264. }
  265. }
  266. reordered.push(parseFloat(values[1]));
  267. table.rows.push(reordered);
  268. }
  269. }
  270. });
  271. return table;
  272. }
  273. createMetricLabel(labelData, options) {
  274. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  275. return this.getOriginalMetricName(labelData);
  276. }
  277. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  278. }
  279. renderTemplate(aliasPattern, aliasData) {
  280. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  281. return aliasPattern.replace(aliasRegex, function(match, g1) {
  282. if (aliasData[g1]) {
  283. return aliasData[g1];
  284. }
  285. return g1;
  286. });
  287. }
  288. getOriginalMetricName(labelData) {
  289. var metricName = labelData.__name__ || '';
  290. delete labelData.__name__;
  291. var labelPart = _.map(_.toPairs(labelData), function(label) {
  292. return label[0] + '="' + label[1] + '"';
  293. }).join(',');
  294. return metricName + '{' + labelPart + '}';
  295. }
  296. getPrometheusTime(date, roundUp) {
  297. if (_.isString(date)) {
  298. date = dateMath.parse(date, roundUp);
  299. }
  300. return Math.ceil(date.valueOf() / 1000);
  301. }
  302. }