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