datasource.js 11 KB

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  1. define([
  2. 'angular',
  3. 'lodash',
  4. 'app/core/utils/datemath',
  5. 'moment',
  6. ],
  7. function (angular, _, dateMath) {
  8. 'use strict';
  9. /** @ngInject */
  10. function OpenTsDatasource(instanceSettings, $q, backendSrv, templateSrv) {
  11. this.type = 'opentsdb';
  12. this.url = instanceSettings.url;
  13. this.name = instanceSettings.name;
  14. this.withCredentials = instanceSettings.withCredentials;
  15. this.basicAuth = instanceSettings.basicAuth;
  16. instanceSettings.jsonData = instanceSettings.jsonData || {};
  17. this.tsdbVersion = instanceSettings.jsonData.tsdbVersion || 1;
  18. this.supportMetrics = true;
  19. this.tagKeys = {};
  20. // Called once per panel (graph)
  21. this.query = function(options) {
  22. var start = convertToTSDBTime(options.rangeRaw.from, false);
  23. var end = convertToTSDBTime(options.rangeRaw.to, true);
  24. var qs = [];
  25. _.each(options.targets, function(target) {
  26. if (!target.metric) { return; }
  27. qs.push(convertTargetToQuery(target, options));
  28. });
  29. var queries = _.compact(qs);
  30. // No valid targets, return the empty result to save a round trip.
  31. if (_.isEmpty(queries)) {
  32. var d = $q.defer();
  33. d.resolve({ data: [] });
  34. return d.promise;
  35. }
  36. var groupByTags = {};
  37. _.each(queries, function(query) {
  38. if (query.filters && query.filters.length > 0) {
  39. _.each(query.filters, function(val) {
  40. groupByTags[val.tagk] = true;
  41. });
  42. } else {
  43. _.each(query.tags, function(val, key) {
  44. groupByTags[key] = true;
  45. });
  46. }
  47. });
  48. return this.performTimeSeriesQuery(queries, start, end).then(function(response) {
  49. var metricToTargetMapping = mapMetricsToTargets(response.data, options);
  50. var result = _.map(response.data, function(metricData, index) {
  51. index = metricToTargetMapping[index];
  52. if (index === -1) {
  53. index = 0;
  54. }
  55. this._saveTagKeys(metricData);
  56. return transformMetricData(metricData, groupByTags, options.targets[index], options);
  57. }.bind(this));
  58. return { data: result };
  59. }.bind(this));
  60. };
  61. this.performTimeSeriesQuery = function(queries, start, end) {
  62. var reqBody = {
  63. start: start,
  64. queries: queries
  65. };
  66. // Relative queries (e.g. last hour) don't include an end time
  67. if (end) {
  68. reqBody.end = end;
  69. }
  70. var options = {
  71. method: 'POST',
  72. url: this.url + '/api/query',
  73. data: reqBody
  74. };
  75. if (this.basicAuth || this.withCredentials) {
  76. options.withCredentials = true;
  77. }
  78. if (this.basicAuth) {
  79. options.headers = {"Authorization": this.basicAuth};
  80. }
  81. // In case the backend is 3rd-party hosted and does not suport OPTIONS, urlencoded requests
  82. // go as POST rather than OPTIONS+POST
  83. options.headers = { 'Content-Type': 'application/x-www-form-urlencoded' };
  84. return backendSrv.datasourceRequest(options);
  85. };
  86. this.suggestTagKeys = function(metric) {
  87. return $q.when(this.tagKeys[metric] || []);
  88. };
  89. this._saveTagKeys = function(metricData) {
  90. var tagKeys = Object.keys(metricData.tags);
  91. _.each(metricData.aggregateTags, function(tag) {
  92. tagKeys.push(tag);
  93. });
  94. this.tagKeys[metricData.metric] = tagKeys;
  95. };
  96. this._performSuggestQuery = function(query, type) {
  97. return this._get('/api/suggest', {type: type, q: query, max: 1000}).then(function(result) {
  98. return result.data;
  99. });
  100. };
  101. this._performMetricKeyValueLookup = function(metric, key) {
  102. if(!metric || !key) {
  103. return $q.when([]);
  104. }
  105. var m = metric + "{" + key + "=*}";
  106. return this._get('/api/search/lookup', {m: m, limit: 3000}).then(function(result) {
  107. result = result.data.results;
  108. var tagvs = [];
  109. _.each(result, function(r) {
  110. if (tagvs.indexOf(r.tags[key]) === -1) {
  111. tagvs.push(r.tags[key]);
  112. }
  113. });
  114. return tagvs;
  115. });
  116. };
  117. this._performMetricKeyLookup = function(metric) {
  118. if(!metric) { return $q.when([]); }
  119. return this._get('/api/search/lookup', {m: metric, limit: 1000}).then(function(result) {
  120. result = result.data.results;
  121. var tagks = [];
  122. _.each(result, function(r) {
  123. _.each(r.tags, function(tagv, tagk) {
  124. if(tagks.indexOf(tagk) === -1) {
  125. tagks.push(tagk);
  126. }
  127. });
  128. });
  129. return tagks;
  130. });
  131. };
  132. this._get = function(relativeUrl, params) {
  133. return backendSrv.datasourceRequest({
  134. method: 'GET',
  135. url: this.url + relativeUrl,
  136. params: params,
  137. });
  138. };
  139. this.metricFindQuery = function(query) {
  140. if (!query) { return $q.when([]); }
  141. var interpolated;
  142. try {
  143. interpolated = templateSrv.replace(query);
  144. }
  145. catch (err) {
  146. return $q.reject(err);
  147. }
  148. var responseTransform = function(result) {
  149. return _.map(result, function(value) {
  150. return {text: value};
  151. });
  152. };
  153. var metrics_regex = /metrics\((.*)\)/;
  154. var tag_names_regex = /tag_names\((.*)\)/;
  155. var tag_values_regex = /tag_values\((.*),\s?(.*)\)/;
  156. var tag_names_suggest_regex = /suggest_tagk\((.*)\)/;
  157. var tag_values_suggest_regex = /suggest_tagv\((.*)\)/;
  158. var metrics_query = interpolated.match(metrics_regex);
  159. if (metrics_query) {
  160. return this._performSuggestQuery(metrics_query[1], 'metrics').then(responseTransform);
  161. }
  162. var tag_names_query = interpolated.match(tag_names_regex);
  163. if (tag_names_query) {
  164. return this._performMetricKeyLookup(tag_names_query[1]).then(responseTransform);
  165. }
  166. var tag_values_query = interpolated.match(tag_values_regex);
  167. if (tag_values_query) {
  168. return this._performMetricKeyValueLookup(tag_values_query[1], tag_values_query[2]).then(responseTransform);
  169. }
  170. var tag_names_suggest_query = interpolated.match(tag_names_suggest_regex);
  171. if (tag_names_suggest_query) {
  172. return this._performSuggestQuery(tag_names_suggest_query[1], 'tagk').then(responseTransform);
  173. }
  174. var tag_values_suggest_query = interpolated.match(tag_values_suggest_regex);
  175. if (tag_values_suggest_query) {
  176. return this._performSuggestQuery(tag_values_suggest_query[1], 'tagv').then(responseTransform);
  177. }
  178. return $q.when([]);
  179. };
  180. this.testDatasource = function() {
  181. return this._performSuggestQuery('cpu', 'metrics').then(function () {
  182. return { status: "success", message: "Data source is working", title: "Success" };
  183. });
  184. };
  185. var aggregatorsPromise = null;
  186. this.getAggregators = function() {
  187. if (aggregatorsPromise) { return aggregatorsPromise; }
  188. aggregatorsPromise = this._get('/api/aggregators').then(function(result) {
  189. if (result.data && _.isArray(result.data)) {
  190. return result.data.sort();
  191. }
  192. return [];
  193. });
  194. return aggregatorsPromise;
  195. };
  196. var filterTypesPromise = null;
  197. this.getFilterTypes = function() {
  198. if (filterTypesPromise) { return filterTypesPromise; }
  199. filterTypesPromise = this._get('/api/config/filters').then(function(result) {
  200. if (result.data) {
  201. return Object.keys(result.data).sort();
  202. }
  203. return [];
  204. });
  205. return filterTypesPromise;
  206. };
  207. function transformMetricData(md, groupByTags, target, options) {
  208. var metricLabel = createMetricLabel(md, target, groupByTags, options);
  209. var dps = [];
  210. // TSDB returns datapoints has a hash of ts => value.
  211. // Can't use _.pairs(invert()) because it stringifies keys/values
  212. _.each(md.dps, function (v, k) {
  213. dps.push([v, k * 1000]);
  214. });
  215. return { target: metricLabel, datapoints: dps };
  216. }
  217. function createMetricLabel(md, target, groupByTags, options) {
  218. if (target.alias) {
  219. var scopedVars = _.clone(options.scopedVars || {});
  220. _.each(md.tags, function(value, key) {
  221. scopedVars['tag_' + key] = {value: value};
  222. });
  223. return templateSrv.replace(target.alias, scopedVars);
  224. }
  225. var label = md.metric;
  226. var tagData = [];
  227. if (!_.isEmpty(md.tags)) {
  228. _.each(_.pairs(md.tags), function(tag) {
  229. if (_.has(groupByTags, tag[0])) {
  230. tagData.push(tag[0] + "=" + tag[1]);
  231. }
  232. });
  233. }
  234. if (!_.isEmpty(tagData)) {
  235. label += "{" + tagData.join(", ") + "}";
  236. }
  237. return label;
  238. }
  239. function convertTargetToQuery(target, options) {
  240. if (!target.metric || target.hide) {
  241. return null;
  242. }
  243. var query = {
  244. metric: templateSrv.replace(target.metric, options.scopedVars),
  245. aggregator: "avg"
  246. };
  247. if (target.aggregator) {
  248. query.aggregator = templateSrv.replace(target.aggregator);
  249. }
  250. if (target.shouldComputeRate) {
  251. query.rate = true;
  252. query.rateOptions = {
  253. counter: !!target.isCounter
  254. };
  255. if (target.counterMax && target.counterMax.length) {
  256. query.rateOptions.counterMax = parseInt(target.counterMax);
  257. }
  258. if (target.counterResetValue && target.counterResetValue.length) {
  259. query.rateOptions.resetValue = parseInt(target.counterResetValue);
  260. }
  261. }
  262. if (!target.disableDownsampling) {
  263. var interval = templateSrv.replace(target.downsampleInterval || options.interval);
  264. if (interval.match(/\.[0-9]+s/)) {
  265. interval = parseFloat(interval)*1000 + "ms";
  266. }
  267. query.downsample = interval + "-" + target.downsampleAggregator;
  268. if (target.downsampleFillPolicy && target.downsampleFillPolicy !== "none") {
  269. query.downsample += "-" + target.downsampleFillPolicy;
  270. }
  271. }
  272. if (target.filters && target.filters.length > 0) {
  273. query.filters = angular.copy(target.filters);
  274. } else {
  275. query.tags = angular.copy(target.tags);
  276. if(query.tags){
  277. for(var key in query.tags){
  278. query.tags[key] = templateSrv.replace(query.tags[key], options.scopedVars);
  279. }
  280. }
  281. }
  282. return query;
  283. }
  284. function mapMetricsToTargets(metrics, options) {
  285. var interpolatedTagValue;
  286. return _.map(metrics, function(metricData) {
  287. return _.findIndex(options.targets, function(target) {
  288. if (target.filters && target.filters.length > 0) {
  289. return target.metric === metricData.metric &&
  290. _.all(target.filters, function(filter) {
  291. return filter.tagk === interpolatedTagValue === "*";
  292. });
  293. } else {
  294. return target.metric === metricData.metric &&
  295. _.all(target.tags, function(tagV, tagK) {
  296. interpolatedTagValue = templateSrv.replace(tagV, options.scopedVars);
  297. return metricData.tags[tagK] === interpolatedTagValue || interpolatedTagValue === "*";
  298. });
  299. }
  300. });
  301. });
  302. }
  303. function convertToTSDBTime(date, roundUp) {
  304. if (date === 'now') {
  305. return null;
  306. }
  307. date = dateMath.parse(date, roundUp);
  308. return date.valueOf();
  309. }
  310. }
  311. return {
  312. OpenTsDatasource: OpenTsDatasource
  313. };
  314. });