query_builder.ts 8.0 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314
  1. import * as queryDef from './query_def';
  2. export class ElasticQueryBuilder {
  3. timeField: string;
  4. esVersion: number;
  5. constructor(options) {
  6. this.timeField = options.timeField;
  7. this.esVersion = options.esVersion;
  8. }
  9. getRangeFilter() {
  10. var filter = {};
  11. filter[this.timeField] = {
  12. gte: "$timeFrom",
  13. lte: "$timeTo",
  14. format: "epoch_millis",
  15. };
  16. return filter;
  17. }
  18. buildTermsAgg(aggDef, queryNode, target) {
  19. var metricRef, metric, y;
  20. queryNode.terms = { "field": aggDef.field };
  21. if (!aggDef.settings) {
  22. return queryNode;
  23. }
  24. queryNode.terms.size = parseInt(aggDef.settings.size, 10) === 0 ? 500 : parseInt(aggDef.settings.size, 10);
  25. if (aggDef.settings.orderBy !== void 0) {
  26. queryNode.terms.order = {};
  27. queryNode.terms.order[aggDef.settings.orderBy] = aggDef.settings.order;
  28. // if metric ref, look it up and add it to this agg level
  29. metricRef = parseInt(aggDef.settings.orderBy, 10);
  30. if (!isNaN(metricRef)) {
  31. for (y = 0; y < target.metrics.length; y++) {
  32. metric = target.metrics[y];
  33. if (metric.id === aggDef.settings.orderBy) {
  34. queryNode.aggs = {};
  35. queryNode.aggs[metric.id] = {};
  36. queryNode.aggs[metric.id][metric.type] = {field: metric.field};
  37. break;
  38. }
  39. }
  40. }
  41. }
  42. if (aggDef.settings.min_doc_count !== void 0) {
  43. queryNode.terms.min_doc_count = parseInt(aggDef.settings.min_doc_count, 10);
  44. }
  45. if (aggDef.settings.missing) {
  46. queryNode.terms.missing = aggDef.settings.missing;
  47. }
  48. return queryNode;
  49. }
  50. getDateHistogramAgg(aggDef) {
  51. var esAgg: any = {};
  52. var settings = aggDef.settings || {};
  53. esAgg.interval = settings.interval;
  54. esAgg.field = this.timeField;
  55. esAgg.min_doc_count = settings.min_doc_count || 0;
  56. esAgg.extended_bounds = {min: "$timeFrom", max: "$timeTo"};
  57. esAgg.format = "epoch_millis";
  58. if (esAgg.interval === 'auto') {
  59. esAgg.interval = "$__interval";
  60. }
  61. if (settings.missing) {
  62. esAgg.missing = settings.missing;
  63. }
  64. return esAgg;
  65. }
  66. getHistogramAgg(aggDef) {
  67. var esAgg: any = {};
  68. var settings = aggDef.settings || {};
  69. esAgg.interval = settings.interval;
  70. esAgg.field = aggDef.field;
  71. esAgg.min_doc_count = settings.min_doc_count || 0;
  72. if (settings.missing) {
  73. esAgg.missing = settings.missing;
  74. }
  75. return esAgg;
  76. }
  77. getFiltersAgg(aggDef) {
  78. var filterObj = {};
  79. for (var i = 0; i < aggDef.settings.filters.length; i++) {
  80. var query = aggDef.settings.filters[i].query;
  81. var label = aggDef.settings.filters[i].label;
  82. label = label === '' || label === undefined ? query : label;
  83. filterObj[label] = {
  84. query_string: {
  85. query: query,
  86. analyze_wildcard: true
  87. }
  88. };
  89. }
  90. return filterObj;
  91. }
  92. documentQuery(query, size) {
  93. query.size = size;
  94. query.sort = {};
  95. query.sort[this.timeField] = {order: 'desc', unmapped_type: 'boolean'};
  96. // fields field not supported on ES 5.x
  97. if (this.esVersion < 5) {
  98. query.fields = ["*", "_source"];
  99. }
  100. query.script_fields = {};
  101. if (this.esVersion < 5) {
  102. query.fielddata_fields = [this.timeField];
  103. } else {
  104. query.docvalue_fields = [this.timeField];
  105. }
  106. return query;
  107. }
  108. addAdhocFilters(query, adhocFilters) {
  109. if (!adhocFilters) {
  110. return;
  111. }
  112. var i, filter, condition, queryCondition;
  113. for (i = 0; i < adhocFilters.length; i++) {
  114. filter = adhocFilters[i];
  115. condition = {};
  116. condition[filter.key] = filter.value;
  117. queryCondition = {};
  118. queryCondition[filter.key] = {query: filter.value};
  119. switch (filter.operator){
  120. case "=":
  121. if (!query.query.bool.must) { query.query.bool.must = []; }
  122. query.query.bool.must.push({match_phrase: queryCondition});
  123. break;
  124. case "!=":
  125. if (!query.query.bool.must_not) { query.query.bool.must_not = []; }
  126. query.query.bool.must_not.push({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. build(target, adhocFilters?, queryString?) {
  146. // make sure query has defaults;
  147. target.metrics = target.metrics || [{ type: 'count', id: '1' }];
  148. target.bucketAggs = target.bucketAggs || [{type: 'date_histogram', id: '2', settings: {interval: 'auto'}}];
  149. target.timeField = this.timeField;
  150. var i, nestedAggs, metric;
  151. var query = {
  152. "size": 0,
  153. "query": {
  154. "bool": {
  155. "filter": [
  156. {"range": this.getRangeFilter()},
  157. {
  158. "query_string": {
  159. "analyze_wildcard": true,
  160. "query": queryString,
  161. }
  162. }
  163. ]
  164. }
  165. }
  166. };
  167. this.addAdhocFilters(query, adhocFilters);
  168. // handle document query
  169. if (target.bucketAggs.length === 0) {
  170. metric = target.metrics[0];
  171. if (!metric || metric.type !== 'raw_document') {
  172. throw {message: 'Invalid query'};
  173. }
  174. var size = (metric.settings && metric.settings.size) || 500;
  175. return this.documentQuery(query, size);
  176. }
  177. nestedAggs = query;
  178. for (i = 0; i < target.bucketAggs.length; i++) {
  179. var aggDef = target.bucketAggs[i];
  180. var esAgg = {};
  181. switch (aggDef.type) {
  182. case 'date_histogram': {
  183. esAgg["date_histogram"] = this.getDateHistogramAgg(aggDef);
  184. break;
  185. }
  186. case 'histogram': {
  187. esAgg["histogram"] = this.getHistogramAgg(aggDef);
  188. break;
  189. }
  190. case 'filters': {
  191. esAgg["filters"] = {filters: this.getFiltersAgg(aggDef)};
  192. break;
  193. }
  194. case 'terms': {
  195. this.buildTermsAgg(aggDef, esAgg, target);
  196. break;
  197. }
  198. case 'geohash_grid': {
  199. esAgg['geohash_grid'] = {field: aggDef.field, precision: aggDef.settings.precision};
  200. break;
  201. }
  202. }
  203. nestedAggs.aggs = nestedAggs.aggs || {};
  204. nestedAggs.aggs[aggDef.id] = esAgg;
  205. nestedAggs = esAgg;
  206. }
  207. nestedAggs.aggs = {};
  208. for (i = 0; i < target.metrics.length; i++) {
  209. metric = target.metrics[i];
  210. if (metric.type === 'count') {
  211. continue;
  212. }
  213. var aggField = {};
  214. var metricAgg = null;
  215. if (queryDef.isPipelineAgg(metric.type)) {
  216. if (metric.pipelineAgg && /^\d*$/.test(metric.pipelineAgg)) {
  217. metricAgg = { buckets_path: metric.pipelineAgg };
  218. } else {
  219. continue;
  220. }
  221. } else {
  222. metricAgg = {field: metric.field};
  223. }
  224. for (var prop in metric.settings) {
  225. if (metric.settings.hasOwnProperty(prop) && metric.settings[prop] !== null) {
  226. metricAgg[prop] = metric.settings[prop];
  227. }
  228. }
  229. aggField[metric.type] = metricAgg;
  230. nestedAggs.aggs[metric.id] = aggField;
  231. }
  232. return query;
  233. }
  234. getTermsQuery(queryDef) {
  235. var query: any = {
  236. "size": 0,
  237. "query": {
  238. "bool": {
  239. "filter": [{"range": this.getRangeFilter()}]
  240. }
  241. }
  242. };
  243. if (queryDef.query) {
  244. query.query.bool.filter.push({
  245. "query_string": {
  246. "analyze_wildcard": true,
  247. "query": queryDef.query,
  248. }
  249. });
  250. }
  251. var size = 500;
  252. if (queryDef.size) {
  253. size = queryDef.size;
  254. }
  255. query.aggs = {
  256. "1": {
  257. "terms": {
  258. "field": queryDef.field,
  259. "size": size,
  260. "order": {
  261. "_term": "asc"
  262. }
  263. },
  264. }
  265. };
  266. return query;
  267. }
  268. }