datasource.js 10 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. this.tsdbVersions = [
  17. {name: '<=2.1', value: 1},
  18. {name: '>=2.2', value: 2},
  19. ];
  20. this.tsdbVersion = instanceSettings.jsonData.tsdbVersion;
  21. this.supportMetrics = true;
  22. this.tagKeys = {};
  23. // Called once per panel (graph)
  24. this.query = function(options) {
  25. var start = convertToTSDBTime(options.rangeRaw.from, false);
  26. var end = convertToTSDBTime(options.rangeRaw.to, true);
  27. var qs = [];
  28. _.each(options.targets, function(target) {
  29. if (!target.metric) { return; }
  30. qs.push(convertTargetToQuery(target, options));
  31. });
  32. var queries = _.compact(qs);
  33. // No valid targets, return the empty result to save a round trip.
  34. if (_.isEmpty(queries)) {
  35. var d = $q.defer();
  36. d.resolve({ data: [] });
  37. return d.promise;
  38. }
  39. var groupByTags = {};
  40. _.each(queries, function(query) {
  41. _.each(query.tags, function(val, key) {
  42. groupByTags[key] = true;
  43. });
  44. });
  45. return this.performTimeSeriesQuery(queries, start, end).then(function(response) {
  46. var metricToTargetMapping = mapMetricsToTargets(response.data, options);
  47. var result = _.map(response.data, function(metricData, index) {
  48. index = metricToTargetMapping[index];
  49. if (index === -1) {
  50. index = 0;
  51. }
  52. this._saveTagKeys(metricData);
  53. return transformMetricData(metricData, groupByTags, options.targets[index], options);
  54. }.bind(this));
  55. return { data: result };
  56. }.bind(this));
  57. };
  58. this.performTimeSeriesQuery = function(queries, start, end) {
  59. var reqBody = {
  60. start: start,
  61. queries: queries
  62. };
  63. // Relative queries (e.g. last hour) don't include an end time
  64. if (end) {
  65. reqBody.end = end;
  66. }
  67. var options = {
  68. method: 'POST',
  69. url: this.url + '/api/query',
  70. data: reqBody
  71. };
  72. if (this.basicAuth || this.withCredentials) {
  73. options.withCredentials = true;
  74. }
  75. if (this.basicAuth) {
  76. options.headers = {"Authorization": this.basicAuth};
  77. }
  78. // In case the backend is 3rd-party hosted and does not suport OPTIONS, urlencoded requests
  79. // go as POST rather than OPTIONS+POST
  80. options.headers = { 'Content-Type': 'application/x-www-form-urlencoded' };
  81. return backendSrv.datasourceRequest(options);
  82. };
  83. this.suggestTagKeys = function(metric) {
  84. return $q.when(this.tagKeys[metric] || []);
  85. };
  86. this._saveTagKeys = function(metricData) {
  87. var tagKeys = Object.keys(metricData.tags);
  88. _.each(metricData.aggregateTags, function(tag) {
  89. tagKeys.push(tag);
  90. });
  91. this.tagKeys[metricData.metric] = tagKeys;
  92. };
  93. this._performSuggestQuery = function(query, type) {
  94. return this._get('/api/suggest', {type: type, q: query, max: 1000}).then(function(result) {
  95. return result.data;
  96. });
  97. };
  98. this._performMetricKeyValueLookup = function(metric, key) {
  99. if(!metric || !key) {
  100. return $q.when([]);
  101. }
  102. var m = metric + "{" + key + "=*}";
  103. return this._get('/api/search/lookup', {m: m, limit: 3000}).then(function(result) {
  104. result = result.data.results;
  105. var tagvs = [];
  106. _.each(result, function(r) {
  107. if (tagvs.indexOf(r.tags[key]) === -1) {
  108. tagvs.push(r.tags[key]);
  109. }
  110. });
  111. return tagvs;
  112. });
  113. };
  114. this._performMetricKeyLookup = function(metric) {
  115. if(!metric) { return $q.when([]); }
  116. return this._get('/api/search/lookup', {m: metric, limit: 1000}).then(function(result) {
  117. result = result.data.results;
  118. var tagks = [];
  119. _.each(result, function(r) {
  120. _.each(r.tags, function(tagv, tagk) {
  121. if(tagks.indexOf(tagk) === -1) {
  122. tagks.push(tagk);
  123. }
  124. });
  125. });
  126. return tagks;
  127. });
  128. };
  129. this._get = function(relativeUrl, params) {
  130. return backendSrv.datasourceRequest({
  131. method: 'GET',
  132. url: this.url + relativeUrl,
  133. params: params,
  134. });
  135. };
  136. this.metricFindQuery = function(query) {
  137. if (!query) { return $q.when([]); }
  138. var interpolated;
  139. try {
  140. interpolated = templateSrv.replace(query);
  141. }
  142. catch (err) {
  143. return $q.reject(err);
  144. }
  145. var responseTransform = function(result) {
  146. return _.map(result, function(value) {
  147. return {text: value};
  148. });
  149. };
  150. var metrics_regex = /metrics\((.*)\)/;
  151. var tag_names_regex = /tag_names\((.*)\)/;
  152. var tag_values_regex = /tag_values\((.*),\s?(.*)\)/;
  153. var tag_names_suggest_regex = /suggest_tagk\((.*)\)/;
  154. var tag_values_suggest_regex = /suggest_tagv\((.*)\)/;
  155. var metrics_query = interpolated.match(metrics_regex);
  156. if (metrics_query) {
  157. return this._performSuggestQuery(metrics_query[1], 'metrics').then(responseTransform);
  158. }
  159. var tag_names_query = interpolated.match(tag_names_regex);
  160. if (tag_names_query) {
  161. return this._performMetricKeyLookup(tag_names_query[1]).then(responseTransform);
  162. }
  163. var tag_values_query = interpolated.match(tag_values_regex);
  164. if (tag_values_query) {
  165. return this._performMetricKeyValueLookup(tag_values_query[1], tag_values_query[2]).then(responseTransform);
  166. }
  167. var tag_names_suggest_query = interpolated.match(tag_names_suggest_regex);
  168. if (tag_names_suggest_query) {
  169. return this._performSuggestQuery(tag_names_suggest_query[1], 'tagk').then(responseTransform);
  170. }
  171. var tag_values_suggest_query = interpolated.match(tag_values_suggest_regex);
  172. if (tag_values_suggest_query) {
  173. return this._performSuggestQuery(tag_values_suggest_query[1], 'tagv').then(responseTransform);
  174. }
  175. return $q.when([]);
  176. };
  177. this.testDatasource = function() {
  178. return this._performSuggestQuery('cpu', 'metrics').then(function () {
  179. return { status: "success", message: "Data source is working", title: "Success" };
  180. });
  181. };
  182. var aggregatorsPromise = null;
  183. this.getAggregators = function() {
  184. if (aggregatorsPromise) { return aggregatorsPromise; }
  185. aggregatorsPromise = this._get('/api/aggregators').then(function(result) {
  186. if (result.data && _.isArray(result.data)) {
  187. return result.data.sort();
  188. }
  189. return [];
  190. });
  191. return aggregatorsPromise;
  192. };
  193. function transformMetricData(md, groupByTags, target, options) {
  194. var metricLabel = createMetricLabel(md, target, groupByTags, options);
  195. var dps = [];
  196. // TSDB returns datapoints has a hash of ts => value.
  197. // Can't use _.pairs(invert()) because it stringifies keys/values
  198. _.each(md.dps, function (v, k) {
  199. dps.push([v, k * 1000]);
  200. });
  201. return { target: metricLabel, datapoints: dps };
  202. }
  203. function createMetricLabel(md, target, groupByTags, options) {
  204. if (target.alias) {
  205. var scopedVars = _.clone(options.scopedVars || {});
  206. _.each(md.tags, function(value, key) {
  207. scopedVars['tag_' + key] = {value: value};
  208. });
  209. return templateSrv.replace(target.alias, scopedVars);
  210. }
  211. var label = md.metric;
  212. var tagData = [];
  213. if (!_.isEmpty(md.tags)) {
  214. _.each(_.pairs(md.tags), function(tag) {
  215. if (_.has(groupByTags, tag[0])) {
  216. tagData.push(tag[0] + "=" + tag[1]);
  217. }
  218. });
  219. }
  220. if (!_.isEmpty(tagData)) {
  221. label += "{" + tagData.join(", ") + "}";
  222. }
  223. return label;
  224. }
  225. function convertTargetToQuery(target, options) {
  226. if (!target.metric || target.hide) {
  227. return null;
  228. }
  229. var query = {
  230. metric: templateSrv.replace(target.metric, options.scopedVars),
  231. aggregator: "avg"
  232. };
  233. if (target.aggregator) {
  234. query.aggregator = templateSrv.replace(target.aggregator);
  235. }
  236. if (target.shouldComputeRate) {
  237. query.rate = true;
  238. query.rateOptions = {
  239. counter: !!target.isCounter
  240. };
  241. if (target.counterMax && target.counterMax.length) {
  242. query.rateOptions.counterMax = parseInt(target.counterMax);
  243. }
  244. if (target.counterResetValue && target.counterResetValue.length) {
  245. query.rateOptions.resetValue = parseInt(target.counterResetValue);
  246. }
  247. }
  248. if (!target.disableDownsampling) {
  249. var interval = templateSrv.replace(target.downsampleInterval || options.interval);
  250. if (interval.match(/\.[0-9]+s/)) {
  251. interval = parseFloat(interval)*1000 + "ms";
  252. }
  253. query.downsample = interval + "-" + target.downsampleAggregator;
  254. if (target.downsampleFillPolicy && target.downsampleFillPolicy !== "none") {
  255. query.downsample += "-" + target.downsampleFillPolicy;
  256. }
  257. }
  258. query.tags = angular.copy(target.tags);
  259. if(query.tags){
  260. for(var key in query.tags){
  261. query.tags[key] = templateSrv.replace(query.tags[key], options.scopedVars);
  262. }
  263. }
  264. return query;
  265. }
  266. function mapMetricsToTargets(metrics, options) {
  267. var interpolatedTagValue;
  268. return _.map(metrics, function(metricData) {
  269. return _.findIndex(options.targets, function(target) {
  270. return target.metric === metricData.metric &&
  271. _.all(target.tags, function(tagV, tagK) {
  272. interpolatedTagValue = templateSrv.replace(tagV, options.scopedVars);
  273. return metricData.tags[tagK] === interpolatedTagValue || interpolatedTagValue === "*";
  274. });
  275. });
  276. });
  277. }
  278. function convertToTSDBTime(date, roundUp) {
  279. if (date === 'now') {
  280. return null;
  281. }
  282. date = dateMath.parse(date, roundUp);
  283. return date.valueOf();
  284. }
  285. }
  286. return {
  287. OpenTsDatasource: OpenTsDatasource
  288. };
  289. });