query_builder.js 8.2 KB

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  1. define([
  2. './query_def',
  3. 'lodash',
  4. ],
  5. function (queryDef, _) {
  6. 'use strict';
  7. function ElasticQueryBuilder(options) {
  8. this.timeField = options.timeField;
  9. this.esVersion = options.esVersion;
  10. }
  11. ElasticQueryBuilder.prototype.getRangeFilter = function() {
  12. var filter = {};
  13. filter[this.timeField] = {
  14. gte: "$timeFrom",
  15. lte: "$timeTo",
  16. format: "epoch_millis",
  17. };
  18. return filter;
  19. };
  20. ElasticQueryBuilder.prototype.buildTermsAgg = function(aggDef, queryNode, target) {
  21. var metricRef, metric, y;
  22. queryNode.terms = { "field": aggDef.field };
  23. if (!aggDef.settings) {
  24. return queryNode;
  25. }
  26. queryNode.terms.size = parseInt(aggDef.settings.size, 10) === 0 ? 500 : parseInt(aggDef.settings.size, 10);
  27. if (aggDef.settings.orderBy !== void 0) {
  28. queryNode.terms.order = {};
  29. queryNode.terms.order[aggDef.settings.orderBy] = aggDef.settings.order;
  30. // if metric ref, look it up and add it to this agg level
  31. metricRef = parseInt(aggDef.settings.orderBy, 10);
  32. if (!isNaN(metricRef)) {
  33. for (y = 0; y < target.metrics.length; y++) {
  34. metric = target.metrics[y];
  35. if (metric.id === aggDef.settings.orderBy) {
  36. queryNode.aggs = {};
  37. queryNode.aggs[metric.id] = {};
  38. queryNode.aggs[metric.id][metric.type] = {field: metric.field};
  39. break;
  40. }
  41. }
  42. }
  43. }
  44. if (aggDef.settings.min_doc_count !== void 0) {
  45. queryNode.terms.min_doc_count = parseInt(aggDef.settings.min_doc_count, 10);
  46. }
  47. if (aggDef.settings.missing) {
  48. queryNode.terms.missing = aggDef.settings.missing;
  49. }
  50. return queryNode;
  51. };
  52. ElasticQueryBuilder.prototype.getDateHistogramAgg = function(aggDef) {
  53. var esAgg = {};
  54. var settings = aggDef.settings || {};
  55. esAgg.interval = settings.interval;
  56. esAgg.field = this.timeField;
  57. esAgg.min_doc_count = settings.min_doc_count || 0;
  58. esAgg.extended_bounds = {min: "$timeFrom", max: "$timeTo"};
  59. esAgg.format = "epoch_millis";
  60. if (esAgg.interval === 'auto') {
  61. esAgg.interval = "$__interval";
  62. }
  63. if (settings.missing) {
  64. esAgg.missing = settings.missing;
  65. }
  66. return esAgg;
  67. };
  68. ElasticQueryBuilder.prototype.getHistogramAgg = function(aggDef) {
  69. var esAgg = {};
  70. var settings = aggDef.settings || {};
  71. esAgg.interval = settings.interval;
  72. esAgg.field = aggDef.field;
  73. esAgg.min_doc_count = settings.min_doc_count || 0;
  74. if (settings.missing) {
  75. esAgg.missing = settings.missing;
  76. }
  77. return esAgg;
  78. };
  79. ElasticQueryBuilder.prototype.getFiltersAgg = function(aggDef) {
  80. var filterObj = {};
  81. for (var i = 0; i < aggDef.settings.filters.length; i++) {
  82. var query = aggDef.settings.filters[i].query;
  83. var label = aggDef.settings.filters[i].label;
  84. label = label === '' || label === undefined ? query : label;
  85. filterObj[label] = {
  86. query_string: {
  87. query: query,
  88. analyze_wildcard: true
  89. }
  90. };
  91. }
  92. return filterObj;
  93. };
  94. ElasticQueryBuilder.prototype.documentQuery = function(query, size) {
  95. query.size = size;
  96. query.sort = {};
  97. query.sort[this.timeField] = {order: 'desc', unmapped_type: 'boolean'};
  98. // fields field not supported on ES 5.x
  99. if (this.esVersion < 5) {
  100. query.fields = ["*", "_source"];
  101. }
  102. query.script_fields = {};
  103. if (this.esVersion < 5) {
  104. query.fielddata_fields = [this.timeField];
  105. } else {
  106. query.docvalue_fields = [this.timeField];
  107. }
  108. return query;
  109. };
  110. ElasticQueryBuilder.prototype.addAdhocFilters = function(query, adhocFilters) {
  111. if (!adhocFilters) {
  112. return;
  113. }
  114. var i, filter, condition, queryCondition;
  115. for (i = 0; i < adhocFilters.length; i++) {
  116. filter = adhocFilters[i];
  117. condition = {};
  118. condition[filter.key] = filter.value;
  119. queryCondition = {};
  120. queryCondition[filter.key] = {query: filter.value};
  121. switch(filter.operator){
  122. case "=":
  123. _.set(query, "query.bool.must.match_phrase", queryCondition);
  124. break;
  125. case "!=":
  126. _.set(query, "query.bool.must_not.match_phrase", queryCondition);
  127. break;
  128. case "<":
  129. condition[filter.key] = {"lt": filter.value};
  130. query.query.bool.filter.push({"range": condition});
  131. break;
  132. case ">":
  133. condition[filter.key] = {"gt": filter.value};
  134. query.query.bool.filter.push({"range": condition});
  135. break;
  136. case "=~":
  137. query.query.bool.filter.push({"regexp": condition});
  138. break;
  139. case "!~":
  140. query.query.bool.filter.push({"bool": {"must_not": {"regexp": condition}}});
  141. break;
  142. }
  143. }
  144. };
  145. ElasticQueryBuilder.prototype.build = function(target, adhocFilters, queryString) {
  146. // make sure query has defaults;
  147. target.metrics = target.metrics || [{ type: 'count', id: '1' }];
  148. target.dsType = 'elasticsearch';
  149. target.bucketAggs = target.bucketAggs || [{type: 'date_histogram', id: '2', settings: {interval: 'auto'}}];
  150. target.timeField = this.timeField;
  151. var i, nestedAggs, metric;
  152. var query = {
  153. "size": 0,
  154. "query": {
  155. "bool": {
  156. "filter": [
  157. {"range": this.getRangeFilter()},
  158. {
  159. "query_string": {
  160. "analyze_wildcard": true,
  161. "query": queryString,
  162. }
  163. }
  164. ]
  165. }
  166. }
  167. };
  168. this.addAdhocFilters(query, adhocFilters);
  169. // handle document query
  170. if (target.bucketAggs.length === 0) {
  171. metric = target.metrics[0];
  172. if (!metric || metric.type !== 'raw_document') {
  173. throw {message: 'Invalid query'};
  174. }
  175. var size = (metric.settings && metric.settings.size) || 500;
  176. return this.documentQuery(query, size);
  177. }
  178. nestedAggs = query;
  179. for (i = 0; i < target.bucketAggs.length; i++) {
  180. var aggDef = target.bucketAggs[i];
  181. var esAgg = {};
  182. switch(aggDef.type) {
  183. case 'date_histogram': {
  184. esAgg["date_histogram"] = this.getDateHistogramAgg(aggDef);
  185. break;
  186. }
  187. case 'histogram': {
  188. esAgg["histogram"] = this.getHistogramAgg(aggDef);
  189. break;
  190. }
  191. case 'filters': {
  192. esAgg["filters"] = {filters: this.getFiltersAgg(aggDef)};
  193. break;
  194. }
  195. case 'terms': {
  196. this.buildTermsAgg(aggDef, esAgg, target);
  197. break;
  198. }
  199. case 'geohash_grid': {
  200. esAgg['geohash_grid'] = {field: aggDef.field, precision: aggDef.settings.precision};
  201. break;
  202. }
  203. }
  204. nestedAggs.aggs = nestedAggs.aggs || {};
  205. nestedAggs.aggs[aggDef.id] = esAgg;
  206. nestedAggs = esAgg;
  207. }
  208. nestedAggs.aggs = {};
  209. for (i = 0; i < target.metrics.length; i++) {
  210. metric = target.metrics[i];
  211. if (metric.type === 'count') {
  212. continue;
  213. }
  214. var aggField = {};
  215. var metricAgg = null;
  216. if (queryDef.isPipelineAgg(metric.type)) {
  217. if (metric.pipelineAgg && /^\d*$/.test(metric.pipelineAgg)) {
  218. metricAgg = { buckets_path: metric.pipelineAgg };
  219. } else {
  220. continue;
  221. }
  222. } else {
  223. metricAgg = {field: metric.field};
  224. }
  225. for (var prop in metric.settings) {
  226. if (metric.settings.hasOwnProperty(prop) && metric.settings[prop] !== null) {
  227. metricAgg[prop] = metric.settings[prop];
  228. }
  229. }
  230. aggField[metric.type] = metricAgg;
  231. nestedAggs.aggs[metric.id] = aggField;
  232. }
  233. return query;
  234. };
  235. ElasticQueryBuilder.prototype.getTermsQuery = function(queryDef) {
  236. var query = {
  237. "size": 0,
  238. "query": {
  239. "bool": {
  240. "filter": [{"range": this.getRangeFilter()}]
  241. }
  242. }
  243. };
  244. if (queryDef.query) {
  245. query.query.bool.filter.push({
  246. "query_string": {
  247. "analyze_wildcard": true,
  248. "query": queryDef.query,
  249. }
  250. });
  251. }
  252. var size = 500;
  253. if (queryDef.size) {
  254. size = queryDef.size;
  255. }
  256. query.aggs = {
  257. "1": {
  258. "terms": {
  259. "field": queryDef.field,
  260. "size": size,
  261. "order": {
  262. "_term": "asc"
  263. }
  264. },
  265. }
  266. };
  267. return query;
  268. };
  269. return ElasticQueryBuilder;
  270. });