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