datasource.ts 11 KB

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  1. ///<reference path="../../../headers/common.d.ts" />
  2. import angular from 'angular';
  3. import _ from 'lodash';
  4. import moment from 'moment';
  5. import {ElasticQueryBuilder} from './query_builder';
  6. import {IndexPattern} from './index_pattern';
  7. import {ElasticResponse} from './elastic_response';
  8. export class ElasticDatasource {
  9. basicAuth: string;
  10. withCredentials: boolean;
  11. url: string;
  12. name: string;
  13. index: string;
  14. timeField: string;
  15. esVersion: number;
  16. interval: string;
  17. queryBuilder: ElasticQueryBuilder;
  18. indexPattern: IndexPattern;
  19. /** @ngInject */
  20. constructor(instanceSettings, private $q, private backendSrv, private templateSrv, private timeSrv) {
  21. this.basicAuth = instanceSettings.basicAuth;
  22. this.withCredentials = instanceSettings.withCredentials;
  23. this.url = instanceSettings.url;
  24. this.name = instanceSettings.name;
  25. this.index = instanceSettings.index;
  26. this.timeField = instanceSettings.jsonData.timeField;
  27. this.esVersion = instanceSettings.jsonData.esVersion;
  28. this.indexPattern = new IndexPattern(instanceSettings.index, instanceSettings.jsonData.interval);
  29. this.interval = instanceSettings.jsonData.timeInterval;
  30. this.queryBuilder = new ElasticQueryBuilder({
  31. timeField: this.timeField,
  32. esVersion: this.esVersion,
  33. });
  34. }
  35. private request(method, url, data?) {
  36. var options: any = {
  37. url: this.url + "/" + url,
  38. method: method,
  39. data: data
  40. };
  41. if (this.basicAuth || this.withCredentials) {
  42. options.withCredentials = true;
  43. }
  44. if (this.basicAuth) {
  45. options.headers = {
  46. "Authorization": this.basicAuth
  47. };
  48. }
  49. return this.backendSrv.datasourceRequest(options);
  50. }
  51. private get(url) {
  52. var range = this.timeSrv.timeRange();
  53. var index_list = this.indexPattern.getIndexList(range.from.valueOf(), range.to.valueOf());
  54. if (_.isArray(index_list) && index_list.length) {
  55. return this.request('GET', index_list[0] + url).then(function(results) {
  56. results.data.$$config = results.config;
  57. return results.data;
  58. });
  59. } else {
  60. return this.request('GET', this.indexPattern.getIndexForToday() + url).then(function(results) {
  61. results.data.$$config = results.config;
  62. return results.data;
  63. });
  64. }
  65. }
  66. private post(url, data) {
  67. return this.request('POST', url, data).then(function(results) {
  68. results.data.$$config = results.config;
  69. return results.data;
  70. }).catch(err => {
  71. if (err.data && err.data.error) {
  72. throw {message: 'Elasticsearch error: ' + err.data.error.reason, error: err.data.error};
  73. }
  74. throw err;
  75. });
  76. }
  77. annotationQuery(options) {
  78. var annotation = options.annotation;
  79. var timeField = annotation.timeField || '@timestamp';
  80. var queryString = annotation.query || '*';
  81. var tagsField = annotation.tagsField || 'tags';
  82. var textField = annotation.textField || null;
  83. var range = {};
  84. range[timeField]= {
  85. from: options.range.from.valueOf(),
  86. to: options.range.to.valueOf(),
  87. format: "epoch_millis",
  88. };
  89. var queryInterpolated = this.templateSrv.replace(queryString, {}, 'lucene');
  90. var query = {
  91. "bool": {
  92. "filter": [
  93. { "range": range },
  94. {
  95. "query_string": {
  96. "query": queryInterpolated
  97. }
  98. }
  99. ]
  100. }
  101. };
  102. var data = {
  103. "query" : query,
  104. "size": 10000
  105. };
  106. // fields field not supported on ES 5.x
  107. if (this.esVersion < 5) {
  108. data["fields"] = [timeField, "_source"];
  109. }
  110. var header: any = {search_type: "query_then_fetch", "ignore_unavailable": true};
  111. // old elastic annotations had index specified on them
  112. if (annotation.index) {
  113. header.index = annotation.index;
  114. } else {
  115. header.index = this.indexPattern.getIndexList(options.range.from, options.range.to);
  116. }
  117. var payload = angular.toJson(header) + '\n' + angular.toJson(data) + '\n';
  118. return this.post('_msearch', payload).then(res => {
  119. var list = [];
  120. var hits = res.responses[0].hits.hits;
  121. var getFieldFromSource = function(source, fieldName) {
  122. if (!fieldName) { return; }
  123. var fieldNames = fieldName.split('.');
  124. var fieldValue = source;
  125. for (var i = 0; i < fieldNames.length; i++) {
  126. fieldValue = fieldValue[fieldNames[i]];
  127. if (!fieldValue) {
  128. console.log('could not find field in annotation: ', fieldName);
  129. return '';
  130. }
  131. }
  132. return fieldValue;
  133. };
  134. for (var i = 0; i < hits.length; i++) {
  135. var source = hits[i]._source;
  136. var time = source[timeField];
  137. if (typeof hits[i].fields !== 'undefined') {
  138. var fields = hits[i].fields;
  139. if (_.isString(fields[timeField]) || _.isNumber(fields[timeField])) {
  140. time = fields[timeField];
  141. }
  142. }
  143. var event = {
  144. annotation: annotation,
  145. time: moment.utc(time).valueOf(),
  146. text: getFieldFromSource(source, textField),
  147. tags: getFieldFromSource(source, tagsField),
  148. };
  149. // legacy support for title tield
  150. if (annotation.titleField) {
  151. const title = getFieldFromSource(source, annotation.titleField);
  152. if (title) {
  153. event.text = title + '\n' + event.text;
  154. }
  155. }
  156. if (typeof event.tags === 'string') {
  157. event.tags = event.tags.split(',');
  158. }
  159. list.push(event);
  160. }
  161. return list;
  162. });
  163. }
  164. testDatasource() {
  165. this.timeSrv.setTime({ from: 'now-1m', to: 'now' }, true);
  166. // validate that the index exist and has date field
  167. return this.getFields({type: 'date'}).then(function(dateFields) {
  168. var timeField = _.find(dateFields, {text: this.timeField});
  169. if (!timeField) {
  170. return { status: "error", message: "No date field named " + this.timeField + ' found' };
  171. }
  172. return { status: "success", message: "Index OK. Time field name OK." };
  173. }.bind(this), function(err) {
  174. console.log(err);
  175. if (err.data && err.data.error) {
  176. var message = angular.toJson(err.data.error);
  177. if (err.data.error.reason) {
  178. message = err.data.error.reason;
  179. }
  180. return { status: "error", message: message };
  181. } else {
  182. return { status: "error", message: err.status };
  183. }
  184. });
  185. }
  186. getQueryHeader(searchType, timeFrom, timeTo) {
  187. return angular.toJson({
  188. search_type: searchType,
  189. "ignore_unavailable": true,
  190. index: this.indexPattern.getIndexList(timeFrom, timeTo),
  191. });
  192. }
  193. query(options) {
  194. var payload = "";
  195. var target;
  196. var sentTargets = [];
  197. // add global adhoc filters to timeFilter
  198. var adhocFilters = this.templateSrv.getAdhocFilters(this.name);
  199. for (var i = 0; i < options.targets.length; i++) {
  200. target = options.targets[i];
  201. if (target.hide) {continue;}
  202. var queryString = this.templateSrv.replace(target.query || '*', options.scopedVars, 'lucene');
  203. var queryObj = this.queryBuilder.build(target, adhocFilters, queryString);
  204. var esQuery = angular.toJson(queryObj);
  205. var searchType = (queryObj.size === 0 && this.esVersion < 5) ? 'count' : 'query_then_fetch';
  206. var header = this.getQueryHeader(searchType, options.range.from, options.range.to);
  207. payload += header + '\n';
  208. payload += esQuery + '\n';
  209. sentTargets.push(target);
  210. }
  211. if (sentTargets.length === 0) {
  212. return this.$q.when([]);
  213. }
  214. payload = payload.replace(/\$timeFrom/g, options.range.from.valueOf());
  215. payload = payload.replace(/\$timeTo/g, options.range.to.valueOf());
  216. payload = this.templateSrv.replace(payload, options.scopedVars);
  217. return this.post('_msearch', payload).then(function(res) {
  218. return new ElasticResponse(sentTargets, res).getTimeSeries();
  219. });
  220. }
  221. getFields(query) {
  222. return this.get('/_mapping').then(function(result) {
  223. var typeMap = {
  224. 'float': 'number',
  225. 'double': 'number',
  226. 'integer': 'number',
  227. 'long': 'number',
  228. 'date': 'date',
  229. 'string': 'string',
  230. 'text': 'string',
  231. 'scaled_float': 'number',
  232. 'nested': 'nested'
  233. };
  234. function shouldAddField(obj, key, query) {
  235. if (key[0] === '_') {
  236. return false;
  237. }
  238. if (!query.type) {
  239. return true;
  240. }
  241. // equal query type filter, or via typemap translation
  242. return query.type === obj.type || query.type === typeMap[obj.type];
  243. }
  244. // Store subfield names: [system, process, cpu, total] -> system.process.cpu.total
  245. var fieldNameParts = [];
  246. var fields = {};
  247. function getFieldsRecursively(obj) {
  248. for (var key in obj) {
  249. var subObj = obj[key];
  250. // Check mapping field for nested fields
  251. if (_.isObject(subObj.properties)) {
  252. fieldNameParts.push(key);
  253. getFieldsRecursively(subObj.properties);
  254. }
  255. if (_.isObject(subObj.fields)) {
  256. fieldNameParts.push(key);
  257. getFieldsRecursively(subObj.fields);
  258. }
  259. if (_.isString(subObj.type)) {
  260. var fieldName = fieldNameParts.concat(key).join('.');
  261. // Hide meta-fields and check field type
  262. if (shouldAddField(subObj, key, query)) {
  263. fields[fieldName] = {
  264. text: fieldName,
  265. type: subObj.type
  266. };
  267. }
  268. }
  269. }
  270. fieldNameParts.pop();
  271. }
  272. for (var indexName in result) {
  273. var index = result[indexName];
  274. if (index && index.mappings) {
  275. var mappings = index.mappings;
  276. for (var typeName in mappings) {
  277. var properties = mappings[typeName].properties;
  278. getFieldsRecursively(properties);
  279. }
  280. }
  281. }
  282. // transform to array
  283. return _.map(fields, function(value) {
  284. return value;
  285. });
  286. });
  287. }
  288. getTerms(queryDef) {
  289. var range = this.timeSrv.timeRange();
  290. var searchType = this.esVersion >= 5 ? 'query_then_fetch' : 'count' ;
  291. var header = this.getQueryHeader(searchType, range.from, range.to);
  292. var esQuery = angular.toJson(this.queryBuilder.getTermsQuery(queryDef));
  293. esQuery = esQuery.replace(/\$timeFrom/g, range.from.valueOf());
  294. esQuery = esQuery.replace(/\$timeTo/g, range.to.valueOf());
  295. esQuery = header + '\n' + esQuery + '\n';
  296. return this.post('_msearch?search_type=' + searchType, esQuery).then(function(res) {
  297. if (!res.responses[0].aggregations) {
  298. return [];
  299. }
  300. var buckets = res.responses[0].aggregations["1"].buckets;
  301. return _.map(buckets, function(bucket) {
  302. return {
  303. text: bucket.key_as_string || bucket.key,
  304. value: bucket.key
  305. };
  306. });
  307. });
  308. }
  309. metricFindQuery(query) {
  310. query = angular.fromJson(query);
  311. if (!query) {
  312. return this.$q.when([]);
  313. }
  314. if (query.find === 'fields') {
  315. query.field = this.templateSrv.replace(query.field, {}, 'lucene');
  316. return this.getFields(query);
  317. }
  318. if (query.find === 'terms') {
  319. query.query = this.templateSrv.replace(query.query || '*', {}, 'lucene');
  320. return this.getTerms(query);
  321. }
  322. }
  323. getTagKeys() {
  324. return this.getFields({});
  325. }
  326. getTagValues(options) {
  327. return this.getTerms({field: options.key, query: '*'});
  328. }
  329. }