query_builder.js 6.5 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259
  1. define([
  2. './query_def'
  3. ],
  4. function (queryDef) {
  5. 'use strict';
  6. function ElasticQueryBuilder(options) {
  7. this.timeField = options.timeField;
  8. this.esVersion = options.esVersion;
  9. }
  10. ElasticQueryBuilder.prototype.getRangeFilter = function() {
  11. var filter = {};
  12. filter[this.timeField] = {
  13. gte: "$timeFrom",
  14. lte: "$timeTo",
  15. format: "epoch_millis",
  16. };
  17. return filter;
  18. };
  19. ElasticQueryBuilder.prototype.buildTermsAgg = function(aggDef, queryNode, target) {
  20. var metricRef, metric, y;
  21. queryNode.terms = { "field": aggDef.field };
  22. if (!aggDef.settings) {
  23. return queryNode;
  24. }
  25. queryNode.terms.size = parseInt(aggDef.settings.size, 10) === 0 ? 500 : parseInt(aggDef.settings.size, 10);
  26. if (aggDef.settings.orderBy !== void 0) {
  27. queryNode.terms.order = {};
  28. queryNode.terms.order[aggDef.settings.orderBy] = aggDef.settings.order;
  29. // if metric ref, look it up and add it to this agg level
  30. metricRef = parseInt(aggDef.settings.orderBy, 10);
  31. if (!isNaN(metricRef)) {
  32. for (y = 0; y < target.metrics.length; y++) {
  33. metric = target.metrics[y];
  34. if (metric.id === aggDef.settings.orderBy) {
  35. queryNode.aggs = {};
  36. queryNode.aggs[metric.id] = {};
  37. queryNode.aggs[metric.id][metric.type] = {field: metric.field};
  38. break;
  39. }
  40. }
  41. }
  42. }
  43. if (aggDef.settings.missing) {
  44. queryNode.terms.missing = aggDef.settings.missing;
  45. }
  46. return queryNode;
  47. };
  48. ElasticQueryBuilder.prototype.getDateHistogramAgg = function(aggDef) {
  49. var esAgg = {};
  50. var settings = aggDef.settings || {};
  51. esAgg.interval = settings.interval;
  52. esAgg.field = this.timeField;
  53. esAgg.min_doc_count = settings.min_doc_count || 0;
  54. esAgg.extended_bounds = {min: "$timeFrom", max: "$timeTo"};
  55. esAgg.format = "epoch_millis";
  56. if (esAgg.interval === 'auto') {
  57. esAgg.interval = "$__interval";
  58. }
  59. if (settings.missing) {
  60. esAgg.missing = settings.missing;
  61. }
  62. return esAgg;
  63. };
  64. ElasticQueryBuilder.prototype.getFiltersAgg = function(aggDef) {
  65. var filterObj = {};
  66. for (var i = 0; i < aggDef.settings.filters.length; i++) {
  67. var query = aggDef.settings.filters[i].query;
  68. filterObj[query] = {
  69. query_string: {
  70. query: query,
  71. analyze_wildcard: true
  72. }
  73. };
  74. }
  75. return filterObj;
  76. };
  77. ElasticQueryBuilder.prototype.documentQuery = function(query) {
  78. query.size = 500;
  79. query.sort = {};
  80. query.sort[this.timeField] = {order: 'desc', unmapped_type: 'boolean'};
  81. // fields field not supported on ES 5.x
  82. if (this.esVersion < 5) {
  83. query.fields = ["*", "_source"];
  84. }
  85. query.script_fields = {},
  86. query.fielddata_fields = [this.timeField];
  87. return query;
  88. };
  89. ElasticQueryBuilder.prototype.addAdhocFilters = function(query, adhocFilters) {
  90. if (!adhocFilters) {
  91. return;
  92. }
  93. var i, filter, condition;
  94. for (i = 0; i < adhocFilters.length; i++) {
  95. filter = adhocFilters[i];
  96. condition = {};
  97. condition[filter.key] = filter.value;
  98. query.query.bool.filter.push({"term": condition});
  99. }
  100. };
  101. ElasticQueryBuilder.prototype.build = function(target, adhocFilters, queryString) {
  102. // make sure query has defaults;
  103. target.metrics = target.metrics || [{ type: 'count', id: '1' }];
  104. target.dsType = 'elasticsearch';
  105. target.bucketAggs = target.bucketAggs || [{type: 'date_histogram', id: '2', settings: {interval: 'auto'}}];
  106. target.timeField = this.timeField;
  107. var i, nestedAggs, metric;
  108. var query = {
  109. "size": 0,
  110. "query": {
  111. "bool": {
  112. "filter": [
  113. {"range": this.getRangeFilter()},
  114. {
  115. "query_string": {
  116. "analyze_wildcard": true,
  117. "query": queryString,
  118. }
  119. }
  120. ]
  121. }
  122. }
  123. };
  124. this.addAdhocFilters(query, adhocFilters);
  125. // handle document query
  126. if (target.bucketAggs.length === 0) {
  127. metric = target.metrics[0];
  128. if (metric && metric.type !== 'raw_document') {
  129. throw {message: 'Invalid query'};
  130. }
  131. return this.documentQuery(query, target);
  132. }
  133. nestedAggs = query;
  134. for (i = 0; i < target.bucketAggs.length; i++) {
  135. var aggDef = target.bucketAggs[i];
  136. var esAgg = {};
  137. switch(aggDef.type) {
  138. case 'date_histogram': {
  139. esAgg["date_histogram"] = this.getDateHistogramAgg(aggDef);
  140. break;
  141. }
  142. case 'filters': {
  143. esAgg["filters"] = {filters: this.getFiltersAgg(aggDef)};
  144. break;
  145. }
  146. case 'terms': {
  147. this.buildTermsAgg(aggDef, esAgg, target);
  148. break;
  149. }
  150. case 'geohash_grid': {
  151. esAgg['geohash_grid'] = {field: aggDef.field, precision: aggDef.settings.precision};
  152. break;
  153. }
  154. }
  155. nestedAggs.aggs = nestedAggs.aggs || {};
  156. nestedAggs.aggs[aggDef.id] = esAgg;
  157. nestedAggs = esAgg;
  158. }
  159. nestedAggs.aggs = {};
  160. for (i = 0; i < target.metrics.length; i++) {
  161. metric = target.metrics[i];
  162. if (metric.type === 'count') {
  163. continue;
  164. }
  165. var aggField = {};
  166. var metricAgg = null;
  167. if (queryDef.isPipelineAgg(metric.type)) {
  168. if (metric.pipelineAgg && /^\d*$/.test(metric.pipelineAgg)) {
  169. metricAgg = { buckets_path: metric.pipelineAgg };
  170. } else {
  171. continue;
  172. }
  173. } else {
  174. metricAgg = {field: metric.field};
  175. }
  176. for (var prop in metric.settings) {
  177. if (metric.settings.hasOwnProperty(prop) && metric.settings[prop] !== null) {
  178. metricAgg[prop] = metric.settings[prop];
  179. }
  180. }
  181. aggField[metric.type] = metricAgg;
  182. nestedAggs.aggs[metric.id] = aggField;
  183. }
  184. return query;
  185. };
  186. ElasticQueryBuilder.prototype.getTermsQuery = function(queryDef) {
  187. var query = {
  188. "size": 0,
  189. "query": {
  190. "bool": {
  191. "filter": [{"range": this.getRangeFilter()}]
  192. }
  193. }
  194. };
  195. if (queryDef.query) {
  196. query.query.bool.filter.push({
  197. "query_string": {
  198. "analyze_wildcard": true,
  199. "query": queryDef.query,
  200. }
  201. });
  202. }
  203. query.aggs = {
  204. "1": {
  205. "terms": {
  206. "field": queryDef.field,
  207. "size": 500,
  208. "order": {
  209. "_term": "asc"
  210. }
  211. },
  212. }
  213. };
  214. return query;
  215. };
  216. return ElasticQueryBuilder;
  217. });