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