datasource.ts 12 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414
  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, private $q, private backendSrv, private templateSrv, private timeSrv) {
  22. this.type = 'prometheus';
  23. this.editorSrc = 'app/features/prometheus/partials/query.editor.html';
  24. this.name = instanceSettings.name;
  25. this.supportMetrics = true;
  26. this.url = instanceSettings.url;
  27. this.directUrl = instanceSettings.directUrl;
  28. this.basicAuth = instanceSettings.basicAuth;
  29. this.withCredentials = instanceSettings.withCredentials;
  30. this.interval = instanceSettings.jsonData.timeInterval || '15s';
  31. }
  32. _request(method, url, requestId?) {
  33. var options: any = {
  34. url: this.url + url,
  35. method: method,
  36. requestId: requestId,
  37. };
  38. if (this.basicAuth || this.withCredentials) {
  39. options.withCredentials = true;
  40. }
  41. if (this.basicAuth) {
  42. options.headers = {
  43. Authorization: this.basicAuth,
  44. };
  45. }
  46. return this.backendSrv.datasourceRequest(options);
  47. }
  48. interpolateQueryExpr(value, variable, defaultFormatFn) {
  49. // if no multi or include all do not regexEscape
  50. if (!variable.multi && !variable.includeAll) {
  51. return value;
  52. }
  53. if (typeof value === 'string') {
  54. return prometheusSpecialRegexEscape(value);
  55. }
  56. var escapedValues = _.map(value, prometheusSpecialRegexEscape);
  57. return escapedValues.join('|');
  58. }
  59. targetContainsTemplate(target) {
  60. return this.templateSrv.variableExists(target.expr);
  61. }
  62. query(options) {
  63. var self = this;
  64. var start = this.getPrometheusTime(options.range.from, false);
  65. var end = this.getPrometheusTime(options.range.to, true);
  66. var range = Math.ceil(end - start);
  67. var queries = [];
  68. var activeTargets = [];
  69. options = _.clone(options);
  70. for (let target of options.targets) {
  71. if (!target.expr || target.hide) {
  72. continue;
  73. }
  74. activeTargets.push(target);
  75. queries.push(this.createQuery(target, options, range));
  76. }
  77. // No valid targets, return the empty result to save a round trip.
  78. if (_.isEmpty(queries)) {
  79. return this.$q.when({ data: [] });
  80. }
  81. var allQueryPromise = _.map(queries, query => {
  82. if (!query.instant) {
  83. return this.performTimeSeriesQuery(query, start, end);
  84. } else {
  85. return this.performInstantQuery(query, end);
  86. }
  87. });
  88. return this.$q.all(allQueryPromise).then(responseList => {
  89. var result = [];
  90. _.each(responseList, (response, index) => {
  91. if (response.status === 'error') {
  92. throw response.error;
  93. }
  94. if (activeTargets[index].format === 'table') {
  95. result.push(self.transformMetricDataToTable(response.data.data.result, responseList.length, index));
  96. } else {
  97. for (let metricData of response.data.data.result) {
  98. if (response.data.data.resultType === 'matrix') {
  99. result.push(self.transformMetricData(metricData, activeTargets[index], start, end, queries[index].step));
  100. } else if (response.data.data.resultType === 'vector') {
  101. result.push(self.transformInstantMetricData(metricData, activeTargets[index]));
  102. }
  103. }
  104. }
  105. });
  106. return { data: result };
  107. });
  108. }
  109. createQuery(target, options, range) {
  110. var query: any = {};
  111. query.instant = target.instant;
  112. var interval = kbn.interval_to_seconds(options.interval);
  113. // Minimum interval ("Min step"), if specified for the query. or same as interval otherwise
  114. var minInterval = kbn.interval_to_seconds(
  115. this.templateSrv.replace(target.interval, options.scopedVars) || options.interval
  116. );
  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 =
  148. '/api/v1/query_range?query=' +
  149. encodeURIComponent(query.expr) +
  150. '&start=' +
  151. start +
  152. '&end=' +
  153. end +
  154. '&step=' +
  155. query.step;
  156. return this._request('GET', url, query.requestId);
  157. }
  158. performInstantQuery(query, time) {
  159. var url = '/api/v1/query?query=' + encodeURIComponent(query.expr) + '&time=' + time;
  160. return this._request('GET', url, query.requestId);
  161. }
  162. performSuggestQuery(query, cache = false) {
  163. var url = '/api/v1/label/__name__/values';
  164. if (cache && this.metricsNameCache && this.metricsNameCache.expire > Date.now()) {
  165. return this.$q.when(
  166. _.filter(this.metricsNameCache.data, metricName => {
  167. return metricName.indexOf(query) !== 1;
  168. })
  169. );
  170. }
  171. return this._request('GET', url).then(result => {
  172. this.metricsNameCache = {
  173. data: result.data.data,
  174. expire: Date.now() + 60 * 1000,
  175. };
  176. return _.filter(result.data.data, metricName => {
  177. return metricName.indexOf(query) !== 1;
  178. });
  179. });
  180. }
  181. metricFindQuery(query) {
  182. if (!query) {
  183. return this.$q.when([]);
  184. }
  185. let interpolated = this.templateSrv.replace(query, {}, this.interpolateQueryExpr);
  186. var metricFindQuery = new PrometheusMetricFindQuery(this, interpolated, this.timeSrv);
  187. return metricFindQuery.process();
  188. }
  189. annotationQuery(options) {
  190. var annotation = options.annotation;
  191. var expr = annotation.expr || '';
  192. var tagKeys = annotation.tagKeys || '';
  193. var titleFormat = annotation.titleFormat || '';
  194. var textFormat = annotation.textFormat || '';
  195. if (!expr) {
  196. return this.$q.when([]);
  197. }
  198. var interpolated = this.templateSrv.replace(expr, {}, this.interpolateQueryExpr);
  199. var step = '60s';
  200. if (annotation.step) {
  201. step = this.templateSrv.replace(annotation.step);
  202. }
  203. var start = this.getPrometheusTime(options.range.from, false);
  204. var end = this.getPrometheusTime(options.range.to, true);
  205. var query = {
  206. expr: interpolated,
  207. step: this.adjustInterval(kbn.interval_to_seconds(step), 0, Math.ceil(end - start), 1) + 's',
  208. };
  209. var self = this;
  210. return this.performTimeSeriesQuery(query, start, end).then(function(results) {
  211. var eventList = [];
  212. tagKeys = tagKeys.split(',');
  213. _.each(results.data.data.result, function(series) {
  214. var tags = _.chain(series.metric)
  215. .filter(function(v, k) {
  216. return _.includes(tagKeys, k);
  217. })
  218. .value();
  219. for (let value of series.values) {
  220. if (value[1] === '1') {
  221. var event = {
  222. annotation: annotation,
  223. time: Math.floor(parseFloat(value[0])) * 1000,
  224. title: self.renderTemplate(titleFormat, series.metric),
  225. tags: tags,
  226. text: self.renderTemplate(textFormat, series.metric),
  227. };
  228. eventList.push(event);
  229. }
  230. }
  231. });
  232. return eventList;
  233. });
  234. }
  235. testDatasource() {
  236. return this.metricFindQuery('metrics(.*)').then(function() {
  237. return { status: 'success', message: 'Data source is working' };
  238. });
  239. }
  240. transformMetricData(md, options, start, end, step) {
  241. var dps = [],
  242. metricLabel = null;
  243. metricLabel = this.createMetricLabel(md.metric, options);
  244. var stepMs = step * 1000;
  245. var baseTimestamp = start * 1000;
  246. for (let value of md.values) {
  247. var dp_value = parseFloat(value[1]);
  248. if (_.isNaN(dp_value)) {
  249. dp_value = null;
  250. }
  251. var timestamp = parseFloat(value[0]) * 1000;
  252. for (let t = baseTimestamp; t < timestamp; t += stepMs) {
  253. dps.push([null, t]);
  254. }
  255. baseTimestamp = timestamp + stepMs;
  256. dps.push([dp_value, timestamp]);
  257. }
  258. var endTimestamp = end * 1000;
  259. for (let t = baseTimestamp; t <= endTimestamp; t += stepMs) {
  260. dps.push([null, t]);
  261. }
  262. return { target: metricLabel, datapoints: dps };
  263. }
  264. transformMetricDataToTable(md, resultCount: number, resultIndex: number) {
  265. var table = new TableModel();
  266. var i, j;
  267. var metricLabels = {};
  268. if (md.length === 0) {
  269. return table;
  270. }
  271. // Collect all labels across all metrics
  272. _.each(md, function(series) {
  273. for (var label in series.metric) {
  274. if (!metricLabels.hasOwnProperty(label)) {
  275. metricLabels[label] = 1;
  276. }
  277. }
  278. });
  279. // Sort metric labels, create columns for them and record their index
  280. var sortedLabels = _.keys(metricLabels).sort();
  281. table.columns.push({ text: 'Time', type: 'time' });
  282. _.each(sortedLabels, function(label, labelIndex) {
  283. metricLabels[label] = labelIndex + 1;
  284. table.columns.push({ text: label });
  285. });
  286. let valueText = resultCount > 1 ? `Value #${String.fromCharCode(65 + resultIndex)}` : 'Value';
  287. table.columns.push({ text: valueText });
  288. // Populate rows, set value to empty string when label not present.
  289. _.each(md, function(series) {
  290. if (series.value) {
  291. series.values = [series.value];
  292. }
  293. if (series.values) {
  294. for (i = 0; i < series.values.length; i++) {
  295. var values = series.values[i];
  296. var reordered: any = [values[0] * 1000];
  297. if (series.metric) {
  298. for (j = 0; j < sortedLabels.length; j++) {
  299. var label = sortedLabels[j];
  300. if (series.metric.hasOwnProperty(label)) {
  301. reordered.push(series.metric[label]);
  302. } else {
  303. reordered.push('');
  304. }
  305. }
  306. }
  307. reordered.push(parseFloat(values[1]));
  308. table.rows.push(reordered);
  309. }
  310. }
  311. });
  312. return table;
  313. }
  314. transformInstantMetricData(md, options) {
  315. var dps = [],
  316. metricLabel = null;
  317. metricLabel = this.createMetricLabel(md.metric, options);
  318. dps.push([parseFloat(md.value[1]), md.value[0] * 1000]);
  319. return { target: metricLabel, datapoints: dps };
  320. }
  321. createMetricLabel(labelData, options) {
  322. if (_.isUndefined(options) || _.isEmpty(options.legendFormat)) {
  323. return this.getOriginalMetricName(labelData);
  324. }
  325. return this.renderTemplate(this.templateSrv.replace(options.legendFormat), labelData) || '{}';
  326. }
  327. renderTemplate(aliasPattern, aliasData) {
  328. var aliasRegex = /\{\{\s*(.+?)\s*\}\}/g;
  329. return aliasPattern.replace(aliasRegex, function(match, g1) {
  330. if (aliasData[g1]) {
  331. return aliasData[g1];
  332. }
  333. return g1;
  334. });
  335. }
  336. getOriginalMetricName(labelData) {
  337. var metricName = labelData.__name__ || '';
  338. delete labelData.__name__;
  339. var labelPart = _.map(_.toPairs(labelData), function(label) {
  340. return label[0] + '="' + label[1] + '"';
  341. }).join(',');
  342. return metricName + '{' + labelPart + '}';
  343. }
  344. getPrometheusTime(date, roundUp) {
  345. if (_.isString(date)) {
  346. date = dateMath.parse(date, roundUp);
  347. }
  348. return Math.ceil(date.valueOf() / 1000);
  349. }
  350. }