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. /** @ngInject */
  20. constructor(instanceSettings,
  21. private $q,
  22. private backendSrv,
  23. private templateSrv,
  24. private timeSrv) {
  25. this.type = 'prometheus';
  26. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  27. this.name = instanceSettings.name;
  28. this.supportMetrics = true;
  29. this.url = instanceSettings.url;
  30. this.directUrl = instanceSettings.directUrl;
  31. this.basicAuth = instanceSettings.basicAuth;
  32. this.withCredentials = instanceSettings.withCredentials;
  33. }
  34. _request(method, url, requestId?) {
  35. var options: any = {
  36. url: this.url + url,
  37. method: method,
  38. requestId: requestId,
  39. };
  40. if (this.basicAuth || this.withCredentials) {
  41. options.withCredentials = true;
  42. }
  43. if (this.basicAuth) {
  44. options.headers = {
  45. "Authorization": this.basicAuth
  46. };
  47. }
  48. return this.backendSrv.datasourceRequest(options);
  49. }
  50. interpolateQueryExpr(value, variable, defaultFormatFn) {
  51. // if no multi or include all do not regexEscape
  52. if (!variable.multi && !variable.includeAll) {
  53. return value;
  54. }
  55. if (typeof value === 'string') {
  56. return prometheusSpecialRegexEscape(value);
  57. }
  58. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  59. return escapedValues.join('|');
  60. }
  61. targetContainsTemplate(target) {
  62. return this.templateSrv.variableExists(target.expr);
  63. }
  64. query(options) {
  65. var self = this;
  66. var start = this.getPrometheusTime(options.range.from, false);
  67. var end = this.getPrometheusTime(options.range.to, true);
  68. var range = Math.ceil(end - start);
  69. var queries = [];
  70. var activeTargets = [];
  71. options = _.clone(options);
  72. for (let target of options.targets) {
  73. if (!target.expr || target.hide) {
  74. continue;
  75. }
  76. activeTargets.push(target);
  77. queries.push(this.createQuery(target, options, range));
  78. }
  79. // No valid targets, return the empty result to save a round trip.
  80. if (_.isEmpty(queries)) {
  81. return this.$q.when({ data: [] });
  82. }
  83. var allQueryPromise = _.map(queries, query => {
  84. if (!query.instant) {
  85. return this.performTimeSeriesQuery(query, start, end);
  86. } else {
  87. return this.performInstantQuery(query, end);
  88. }
  89. });
  90. return this.$q.all(allQueryPromise).then(responseList => {
  91. var result = [];
  92. _.each(responseList, (response, index) => {
  93. if (response.status === 'error') {
  94. throw response.error;
  95. }
  96. if (activeTargets[index].format === "table") {
  97. result.push(self.transformMetricDataToTable(response.data.data.result));
  98. } else {
  99. for (let metricData of response.data.data.result) {
  100. if (response.data.data.resultType === 'matrix') {
  101. result.push(self.transformMetricData(metricData, activeTargets[index], start, end, queries[index].step));
  102. } else if (response.data.data.resultType === 'vector') {
  103. result.push(self.transformInstantMetricData(metricData, activeTargets[index]));
  104. }
  105. }
  106. }
  107. });
  108. return { data: result };
  109. });
  110. }
  111. createQuery(target, options, range) {
  112. var query: any = {};
  113. query.instant = target.instant;
  114. var interval = kbn.interval_to_seconds(options.interval);
  115. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  116. var minInterval = kbn.interval_to_seconds(this.templateSrv.replace(target.interval, options.scopedVars) || options.interval);
  117. var intervalFactor = target.intervalFactor || 1;
  118. // Adjust the interval to take into account any specified minimum and interval factor plus Prometheus limits
  119. var adjustedInterval = this.adjustInterval(interval, minInterval, range, intervalFactor);
  120. var scopedVars = options.scopedVars;
  121. // If the interval was adjusted, make a shallow copy of scopedVars with updated interval vars
  122. if (interval !== adjustedInterval) {
  123. interval = adjustedInterval;
  124. scopedVars = Object.assign({}, options.scopedVars, {
  125. "__interval": {text: interval + "s", value: interval + "s"},
  126. "__interval_ms": {text: interval * 1000, value: interval * 1000},
  127. });
  128. }
  129. query.step = interval;
  130. // Only replace vars in expression after having (possibly) updated interval vars
  131. query.expr = this.templateSrv.replace(target.expr, scopedVars, this.interpolateQueryExpr);
  132. query.requestId = options.panelId + target.refId;
  133. return query;
  134. }
  135. adjustInterval(interval, minInterval, range, intervalFactor) {
  136. // Prometheus will drop queries that might return more than 11000 data points.
  137. // Calibrate interval if it is too small.
  138. if (interval !== 0 && range / intervalFactor / interval > 11000) {
  139. interval = Math.ceil(range / intervalFactor / 11000);
  140. }
  141. return Math.max(interval * intervalFactor, minInterval, 1);
  142. }
  143. performTimeSeriesQuery(query, start, end) {
  144. if (start > end) {
  145. throw { message: 'Invalid time range' };
  146. }
  147. var url = '/api/v1/query_range?query=' + encodeURIComponent(query.expr) + '&start=' + start + '&end=' + end + '&step=' + query.step;
  148. return this._request('GET', url, query.requestId);
  149. }
  150. performInstantQuery(query, time) {
  151. var url = '/api/v1/query?query=' + encodeURIComponent(query.expr) + '&time=' + time;
  152. return this._request('GET', url, query.requestId);
  153. }
  154. performSuggestQuery(query, cache = false) {
  155. var url = '/api/v1/label/__name__/values';
  156. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  157. return this.$q.when(_.filter(this.metricsNameCache.data, metricName => {
  158. return metricName.indexOf(query) !== 1;
  159. }));
  160. }
  161. return this._request('GET', url).then(result => {
  162. this.metricsNameCache = {
  163. data: result.data.data,
  164. expire: Date.now() + (60 * 1000)
  165. };
  166. return _.filter(result.data.data, metricName => {
  167. return metricName.indexOf(query) !== 1;
  168. });
  169. });
  170. }
  171. metricFindQuery(query) {
  172. if (!query) { return this.$q.when([]); }
  173. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  174. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  175. return metricFindQuery.process();
  176. }
  177. annotationQuery(options) {
  178. var annotation = options.annotation;
  179. var expr = annotation.expr || '';
  180. var tagKeys = annotation.tagKeys || '';
  181. var titleFormat = annotation.titleFormat || '';
  182. var textFormat = annotation.textFormat || '';
  183. if (!expr) { return this.$q.when([]); }
  184. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  185. var step = '60s';
  186. if (annotation.step) {
  187. step = this.templateSrv.replace(annotation.step);
  188. }
  189. var start = this.getPrometheusTime(options.range.from, false);
  190. var end = this.getPrometheusTime(options.range.to, true);
  191. var query = {
  192. expr: interpolated,
  193. step: this.adjustInterval(kbn.interval_to_seconds(step), 0, Math.ceil(end - start), 1) + 's'
  194. };
  195. var self = this;
  196. return this.performTimeSeriesQuery(query, start, end).then(function(results) {
  197. var eventList = [];
  198. tagKeys = tagKeys.split(',');
  199. _.each(results.data.data.result, function(series) {
  200. var tags = _.chain(series.metric)
  201. .filter(function(v, k) {
  202. return _.includes(tagKeys, k);
  203. }).value();
  204. for (let value of series.values) {
  205. if (value[1] === '1') {
  206. var event = {
  207. annotation: annotation,
  208. time: Math.floor(parseFloat(value[0])) * 1000,
  209. title: self.renderTemplate(titleFormat, series.metric),
  210. tags: tags,
  211. text: self.renderTemplate(textFormat, series.metric)
  212. };
  213. eventList.push(event);
  214. }
  215. }
  216. });
  217. return eventList;
  218. });
  219. }
  220. testDatasource() {
  221. return this.metricFindQuery('metrics(.*)').then(function() {
  222. return { status: 'success', message: 'Data source is working'};
  223. });
  224. }
  225. transformMetricData(md, options, start, end, step) {
  226. var dps = [],
  227. metricLabel = null;
  228. metricLabel = this.createMetricLabel(md.metric, options);
  229. var stepMs = step * 1000;
  230. var baseTimestamp = start * 1000;
  231. for (let value of md.values) {
  232. var dp_value = parseFloat(value[1]);
  233. if (_.isNaN(dp_value)) {
  234. dp_value = null;
  235. }
  236. var timestamp = parseFloat(value[0]) * 1000;
  237. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  238. dps.push([null, t]);
  239. }
  240. baseTimestamp = timestamp + stepMs;
  241. dps.push([dp_value, timestamp]);
  242. }
  243. var endTimestamp = end * 1000;
  244. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  245. dps.push([null, t]);
  246. }
  247. return { target: metricLabel, datapoints: dps };
  248. }
  249. transformMetricDataToTable(md) {
  250. var table = new TableModel();
  251. var i, j;
  252. var metricLabels = {};
  253. if (md.length === 0) {
  254. return table;
  255. }
  256. // Collect all labels across all metrics
  257. _.each(md, function(series) {
  258. for (var label in series.metric) {
  259. if (!metricLabels.hasOwnProperty(label)) {
  260. metricLabels[label] = 1;
  261. }
  262. }
  263. });
  264. // Sort metric labels, create columns for them and record their index
  265. var sortedLabels = _.keys(metricLabels).sort();
  266. table.columns.push({text: 'Time', type: 'time'});
  267. _.each(sortedLabels, function(label, labelIndex) {
  268. metricLabels[label] = labelIndex + 1;
  269. table.columns.push({text: label});
  270. });
  271. table.columns.push({text: 'Value'});
  272. // Populate rows, set value to empty string when label not present.
  273. _.each(md, function(series) {
  274. if (series.value) {
  275. series.values = [series.value];
  276. }
  277. if (series.values) {
  278. for (i = 0; i < series.values.length; i++) {
  279. var values = series.values[i];
  280. var reordered: any = [values[0] * 1000];
  281. if (series.metric) {
  282. for (j = 0; j < sortedLabels.length; j++) {
  283. var label = sortedLabels[j];
  284. if (series.metric.hasOwnProperty(label)) {
  285. reordered.push(series.metric[label]);
  286. } else {
  287. reordered.push('');
  288. }
  289. }
  290. }
  291. reordered.push(parseFloat(values[1]));
  292. table.rows.push(reordered);
  293. }
  294. }
  295. });
  296. return table;
  297. }
  298. transformInstantMetricData(md, options) {
  299. var dps = [], metricLabel = null;
  300. metricLabel = this.createMetricLabel(md.metric, options);
  301. dps.push([parseFloat(md.value[1]), md.value[0] * 1000]);
  302. return { target: metricLabel, datapoints: dps };
  303. }
  304. createMetricLabel(labelData, options) {
  305. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  306. return this.getOriginalMetricName(labelData);
  307. }
  308. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  309. }
  310. renderTemplate(aliasPattern, aliasData) {
  311. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  312. return aliasPattern.replace(aliasRegex, function(match, g1) {
  313. if (aliasData[g1]) {
  314. return aliasData[g1];
  315. }
  316. return g1;
  317. });
  318. }
  319. getOriginalMetricName(labelData) {
  320. var metricName = labelData.__name__ || '';
  321. delete labelData.__name__;
  322. var labelPart = _.map(_.toPairs(labelData), function(label) {
  323. return label[0] + '="' + label[1] + '"';
  324. }).join(',');
  325. return metricName + '{' + labelPart + '}';
  326. }
  327. getPrometheusTime(date, roundUp) {
  328. if (_.isString(date)) {
  329. date = dateMath.parse(date, roundUp);
  330. }
  331. return Math.ceil(date.valueOf() / 1000);
  332. }
  333. }