datasource.ts 12 KB

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  1. import _ from 'lodash';
  2. import kbn from 'app/core/utils/kbn';
  3. import * as dateMath from 'app/core/utils/datemath';
  4. import PrometheusMetricFindQuery from './metric_find_query';
  5. import TableModel from 'app/core/table_model';
  6. function prometheusSpecialRegexEscape(value) {
  7. return value.replace(/[\\^$*+?.()|[\]{}]/g, '\\\\$&');
  8. }
  9. export class PrometheusDatasource {
  10. type: string;
  11. editorSrc: string;
  12. name: string;
  13. supportMetrics: boolean;
  14. url: string;
  15. directUrl: string;
  16. basicAuth: any;
  17. withCredentials: any;
  18. metricsNameCache: any;
  19. interval: string;
  20. /** @ngInject */
  21. constructor(instanceSettings,
  22. private $q,
  23. private backendSrv,
  24. private templateSrv,
  25. private timeSrv) {
  26. this.type = 'prometheus';
  27. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  28. this.name = instanceSettings.name;
  29. this.supportMetrics = true;
  30. this.url = instanceSettings.url;
  31. this.directUrl = instanceSettings.directUrl;
  32. this.basicAuth = instanceSettings.basicAuth;
  33. this.withCredentials = instanceSettings.withCredentials;
  34. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  35. }
  36. _request(method, url, requestId?) {
  37. var options: any = {
  38. url: this.url + url,
  39. method: method,
  40. requestId: requestId,
  41. };
  42. if (this.basicAuth || this.withCredentials) {
  43. options.withCredentials = true;
  44. }
  45. if (this.basicAuth) {
  46. options.headers = {
  47. "Authorization": this.basicAuth
  48. };
  49. }
  50. return this.backendSrv.datasourceRequest(options);
  51. }
  52. interpolateQueryExpr(value, variable, defaultFormatFn) {
  53. // if no multi or include all do not regexEscape
  54. if (!variable.multi && !variable.includeAll) {
  55. return value;
  56. }
  57. if (typeof value === 'string') {
  58. return prometheusSpecialRegexEscape(value);
  59. }
  60. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  61. return escapedValues.join('|');
  62. }
  63. targetContainsTemplate(target) {
  64. return this.templateSrv.variableExists(target.expr);
  65. }
  66. query(options) {
  67. var self = this;
  68. var start = this.getPrometheusTime(options.range.from, false);
  69. var end = this.getPrometheusTime(options.range.to, true);
  70. var range = Math.ceil(end - start);
  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. queries.push(this.createQuery(target, options, range));
  80. }
  81. // No valid targets, return the empty result to save a round trip.
  82. if (_.isEmpty(queries)) {
  83. return this.$q.when({ data: [] });
  84. }
  85. var allQueryPromise = _.map(queries, query => {
  86. if (!query.instant) {
  87. return this.performTimeSeriesQuery(query, start, end);
  88. } else {
  89. return this.performInstantQuery(query, end);
  90. }
  91. });
  92. return this.$q.all(allQueryPromise).then(responseList => {
  93. var result = [];
  94. _.each(responseList, (response, index) => {
  95. if (response.status === 'error') {
  96. throw response.error;
  97. }
  98. if (activeTargets[index].format === "table") {
  99. result.push(self.transformMetricDataToTable(response.data.data.result, responseList.length, index));
  100. } else {
  101. for (let metricData of response.data.data.result) {
  102. if (response.data.data.resultType === 'matrix') {
  103. result.push(self.transformMetricData(metricData, activeTargets[index], start, end, queries[index].step));
  104. } else if (response.data.data.resultType === 'vector') {
  105. result.push(self.transformInstantMetricData(metricData, activeTargets[index]));
  106. }
  107. }
  108. }
  109. });
  110. return { data: result };
  111. });
  112. }
  113. createQuery(target, options, range) {
  114. var query: any = {};
  115. query.instant = target.instant;
  116. var interval = kbn.interval_to_seconds(options.interval);
  117. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  118. var minInterval = kbn.interval_to_seconds(this.templateSrv.replace(target.interval, options.scopedVars) || options.interval);
  119. var intervalFactor = target.intervalFactor || 1;
  120. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  121. var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  122. var scopedVars = options.scopedVars;
  123. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  124. if (interval !== adjustedInterval) {
  125. interval = adjustedInterval;
  126. scopedVars = Object.assign({}, options.scopedVars, {
  127. "__interval": {text: interval + "s", value: interval + "s"},
  128. "__interval_ms": {text: interval * 1000, value: interval * 1000},
  129. });
  130. }
  131. query.step = interval;
  132. // Only replace vars in expression after having (possibly) updated interval vars
  133. query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
  134. query.requestId = options.panelId + target.refId;
  135. return query;
  136. }
  137. adjustInterval(interval, minInterval, range, intervalFactor) {
  138. // Prometheus will drop queries that might return more than 11000 data points.
  139. // Calibrate interval if it is too small.
  140. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  141. interval = Math.ceil(range / intervalFactor / 11000);
  142. }
  143. return Math.max(interval * intervalFactor, minInterval, 1);
  144. }
  145. performTimeSeriesQuery(query, start, end) {
  146. if (start > end) {
  147. throw { message: 'Invalid time range' };
  148. }
  149. var url = '/api/v1/query_range?query=' + encodeURIComponent(query.expr) + '&start=' + start + '&end=' + end + '&step=' + query.step;
  150. return this._request('GET', url, query.requestId);
  151. }
  152. performInstantQuery(query, time) {
  153. var url = '/api/v1/query?query=' + encodeURIComponent(query.expr) + '&time=' + time;
  154. return this._request('GET', url, query.requestId);
  155. }
  156. performSuggestQuery(query, cache = false) {
  157. var url = '/api/v1/label/__name__/values';
  158. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  159. return this.$q.when(_.filter(this.metricsNameCache.data, metricName => {
  160. return metricName.indexOf(query) !== 1;
  161. }));
  162. }
  163. return this._request('GET', url).then(result => {
  164. this.metricsNameCache = {
  165. data: result.data.data,
  166. expire: Date.now() + (60 * 1000)
  167. };
  168. return _.filter(result.data.data, metricName => {
  169. return metricName.indexOf(query) !== 1;
  170. });
  171. });
  172. }
  173. metricFindQuery(query) {
  174. if (!query) { return this.$q.when([]); }
  175. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  176. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  177. return metricFindQuery.process();
  178. }
  179. annotationQuery(options) {
  180. var annotation = options.annotation;
  181. var expr = annotation.expr || '';
  182. var tagKeys = annotation.tagKeys || '';
  183. var titleFormat = annotation.titleFormat || '';
  184. var textFormat = annotation.textFormat || '';
  185. if (!expr) { return this.$q.when([]); }
  186. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  187. var step = '60s';
  188. if (annotation.step) {
  189. step = this.templateSrv.replace(annotation.step);
  190. }
  191. var start = this.getPrometheusTime(options.range.from, false);
  192. var end = this.getPrometheusTime(options.range.to, true);
  193. var query = {
  194. expr: interpolated,
  195. step: this.adjustInterval(kbn.interval_to_seconds(step), 0, Math.ceil(end - start), 1) + 's'
  196. };
  197. var self = this;
  198. return this.performTimeSeriesQuery(query, start, end).then(function(results) {
  199. var eventList = [];
  200. tagKeys = tagKeys.split(',');
  201. _.each(results.data.data.result, function(series) {
  202. var tags = _.chain(series.metric)
  203. .filter(function(v, k) {
  204. return _.includes(tagKeys, k);
  205. }).value();
  206. for (let value of series.values) {
  207. if (value[1] === '1') {
  208. var event = {
  209. annotation: annotation,
  210. time: Math.floor(parseFloat(value[0])) * 1000,
  211. title: self.renderTemplate(titleFormat, series.metric),
  212. tags: tags,
  213. text: self.renderTemplate(textFormat, series.metric)
  214. };
  215. eventList.push(event);
  216. }
  217. }
  218. });
  219. return eventList;
  220. });
  221. }
  222. testDatasource() {
  223. return this.metricFindQuery('metrics(.*)').then(function() {
  224. return { status: 'success', message: 'Data source is working'};
  225. });
  226. }
  227. transformMetricData(md, options, start, end, step) {
  228. var dps = [],
  229. metricLabel = null;
  230. metricLabel = this.createMetricLabel(md.metric, options);
  231. var stepMs = step * 1000;
  232. var baseTimestamp = start * 1000;
  233. for (let value of md.values) {
  234. var dp_value = parseFloat(value[1]);
  235. if (_.isNaN(dp_value)) {
  236. dp_value = null;
  237. }
  238. var timestamp = parseFloat(value[0]) * 1000;
  239. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  240. dps.push([null, t]);
  241. }
  242. baseTimestamp = timestamp + stepMs;
  243. dps.push([dp_value, timestamp]);
  244. }
  245. var endTimestamp = end * 1000;
  246. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  247. dps.push([null, t]);
  248. }
  249. return { target: metricLabel, datapoints: dps };
  250. }
  251. transformMetricDataToTable(md, resultCount: number, resultIndex: number) {
  252. var table = new TableModel();
  253. var i, j;
  254. var metricLabels = {};
  255. if (md.length === 0) {
  256. return table;
  257. }
  258. // Collect all labels across all metrics
  259. _.each(md, function(series) {
  260. for (var label in series.metric) {
  261. if (!metricLabels.hasOwnProperty(label)) {
  262. metricLabels[label] = 1;
  263. }
  264. }
  265. });
  266. // Sort metric labels, create columns for them and record their index
  267. var sortedLabels = _.keys(metricLabels).sort();
  268. table.columns.push({text: 'Time', type: 'time'});
  269. _.each(sortedLabels, function(label, labelIndex) {
  270. metricLabels[label] = labelIndex + 1;
  271. table.columns.push({text: label});
  272. });
  273. let valueText = resultCount > 1 ? `Value #${String.fromCharCode(65 + resultIndex)}` : 'Value';
  274. table.columns.push({text: valueText});
  275. // Populate rows, set value to empty string when label not present.
  276. _.each(md, function(series) {
  277. if (series.value) {
  278. series.values = [series.value];
  279. }
  280. if (series.values) {
  281. for (i = 0; i < series.values.length; i++) {
  282. var values = series.values[i];
  283. var reordered: any = [values[0] * 1000];
  284. if (series.metric) {
  285. for (j = 0; j < sortedLabels.length; j++) {
  286. var label = sortedLabels[j];
  287. if (series.metric.hasOwnProperty(label)) {
  288. reordered.push(series.metric[label]);
  289. } else {
  290. reordered.push('');
  291. }
  292. }
  293. }
  294. reordered.push(parseFloat(values[1]));
  295. table.rows.push(reordered);
  296. }
  297. }
  298. });
  299. return table;
  300. }
  301. transformInstantMetricData(md, options) {
  302. var dps = [], metricLabel = null;
  303. metricLabel = this.createMetricLabel(md.metric, options);
  304. dps.push([parseFloat(md.value[1]), md.value[0] * 1000]);
  305. return { target: metricLabel, datapoints: dps };
  306. }
  307. createMetricLabel(labelData, options) {
  308. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  309. return this.getOriginalMetricName(labelData);
  310. }
  311. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  312. }
  313. renderTemplate(aliasPattern, aliasData) {
  314. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  315. return aliasPattern.replace(aliasRegex, function(match, g1) {
  316. if (aliasData[g1]) {
  317. return aliasData[g1];
  318. }
  319. return g1;
  320. });
  321. }
  322. getOriginalMetricName(labelData) {
  323. var metricName = labelData.__name__ || '';
  324. delete labelData.__name__;
  325. var labelPart = _.map(_.toPairs(labelData), function(label) {
  326. return label[0] + '="' + label[1] + '"';
  327. }).join(',');
  328. return metricName + '{' + labelPart + '}';
  329. }
  330. getPrometheusTime(date, roundUp) {
  331. if (_.isString(date)) {
  332. date = dateMath.parse(date, roundUp);
  333. }
  334. return Math.ceil(date.valueOf() / 1000);
  335. }
  336. }