query_builder.ts 8.2 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334
  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 =
  25. parseInt(aggDef.settings.size, 10) === 0
  26. ? 500
  27. : parseInt(aggDef.settings.size, 10);
  28. if (aggDef.settings.orderBy !== void 0) {
  29. queryNode.terms.order = {};
  30. queryNode.terms.order[aggDef.settings.orderBy] = aggDef.settings.order;
  31. // if metric ref, look it up and add it to this agg level
  32. metricRef = parseInt(aggDef.settings.orderBy, 10);
  33. if (!isNaN(metricRef)) {
  34. for (y = 0; y < target.metrics.length; y++) {
  35. metric = target.metrics[y];
  36. if (metric.id === aggDef.settings.orderBy) {
  37. queryNode.aggs = {};
  38. queryNode.aggs[metric.id] = {};
  39. queryNode.aggs[metric.id][metric.type] = { field: metric.field };
  40. break;
  41. }
  42. }
  43. }
  44. }
  45. if (aggDef.settings.min_doc_count !== void 0) {
  46. queryNode.terms.min_doc_count = parseInt(
  47. aggDef.settings.min_doc_count,
  48. 10
  49. );
  50. }
  51. if (aggDef.settings.missing) {
  52. queryNode.terms.missing = aggDef.settings.missing;
  53. }
  54. return queryNode;
  55. }
  56. getDateHistogramAgg(aggDef) {
  57. var esAgg: any = {};
  58. var settings = aggDef.settings || {};
  59. esAgg.interval = settings.interval;
  60. esAgg.field = this.timeField;
  61. esAgg.min_doc_count = settings.min_doc_count || 0;
  62. esAgg.extended_bounds = { min: '$timeFrom', max: '$timeTo' };
  63. esAgg.format = 'epoch_millis';
  64. if (esAgg.interval === 'auto') {
  65. esAgg.interval = '$__interval';
  66. }
  67. if (settings.missing) {
  68. esAgg.missing = settings.missing;
  69. }
  70. return esAgg;
  71. }
  72. getHistogramAgg(aggDef) {
  73. var esAgg: any = {};
  74. var settings = aggDef.settings || {};
  75. esAgg.interval = settings.interval;
  76. esAgg.field = aggDef.field;
  77. esAgg.min_doc_count = settings.min_doc_count || 0;
  78. if (settings.missing) {
  79. esAgg.missing = settings.missing;
  80. }
  81. return esAgg;
  82. }
  83. getFiltersAgg(aggDef) {
  84. var filterObj = {};
  85. for (var i = 0; i < aggDef.settings.filters.length; i++) {
  86. var query = aggDef.settings.filters[i].query;
  87. var label = aggDef.settings.filters[i].label;
  88. label = label === '' || label === undefined ? query : label;
  89. filterObj[label] = {
  90. query_string: {
  91. query: query,
  92. analyze_wildcard: true,
  93. },
  94. };
  95. }
  96. return filterObj;
  97. }
  98. documentQuery(query, size) {
  99. query.size = size;
  100. query.sort = {};
  101. query.sort[this.timeField] = { order: 'desc', unmapped_type: 'boolean' };
  102. // fields field not supported on ES 5.x
  103. if (this.esVersion < 5) {
  104. query.fields = ['*', '_source'];
  105. }
  106. query.script_fields = {};
  107. if (this.esVersion < 5) {
  108. query.fielddata_fields = [this.timeField];
  109. } else {
  110. query.docvalue_fields = [this.timeField];
  111. }
  112. return query;
  113. }
  114. addAdhocFilters(query, adhocFilters) {
  115. if (!adhocFilters) {
  116. return;
  117. }
  118. var i, filter, condition, queryCondition;
  119. for (i = 0; i < adhocFilters.length; i++) {
  120. filter = adhocFilters[i];
  121. condition = {};
  122. condition[filter.key] = filter.value;
  123. queryCondition = {};
  124. queryCondition[filter.key] = { query: filter.value };
  125. switch (filter.operator) {
  126. case '=':
  127. if (!query.query.bool.must) {
  128. query.query.bool.must = [];
  129. }
  130. query.query.bool.must.push({ match_phrase: queryCondition });
  131. break;
  132. case '!=':
  133. if (!query.query.bool.must_not) {
  134. query.query.bool.must_not = [];
  135. }
  136. query.query.bool.must_not.push({ match_phrase: queryCondition });
  137. break;
  138. case '<':
  139. condition[filter.key] = { lt: filter.value };
  140. query.query.bool.filter.push({ range: condition });
  141. break;
  142. case '>':
  143. condition[filter.key] = { gt: filter.value };
  144. query.query.bool.filter.push({ range: condition });
  145. break;
  146. case '=~':
  147. query.query.bool.filter.push({ regexp: condition });
  148. break;
  149. case '!~':
  150. query.query.bool.filter.push({
  151. bool: { must_not: { regexp: condition } },
  152. });
  153. break;
  154. }
  155. }
  156. }
  157. build(target, adhocFilters?, queryString?) {
  158. // make sure query has defaults;
  159. target.metrics = target.metrics || [{ type: 'count', id: '1' }];
  160. target.bucketAggs = target.bucketAggs || [
  161. { type: 'date_histogram', id: '2', settings: { interval: 'auto' } },
  162. ];
  163. target.timeField = this.timeField;
  164. var i, nestedAggs, metric;
  165. var query = {
  166. size: 0,
  167. query: {
  168. bool: {
  169. filter: [
  170. { range: this.getRangeFilter() },
  171. {
  172. query_string: {
  173. analyze_wildcard: true,
  174. query: queryString,
  175. },
  176. },
  177. ],
  178. },
  179. },
  180. };
  181. this.addAdhocFilters(query, adhocFilters);
  182. // handle document query
  183. if (target.bucketAggs.length === 0) {
  184. metric = target.metrics[0];
  185. if (!metric || metric.type !== 'raw_document') {
  186. throw { message: 'Invalid query' };
  187. }
  188. var size = (metric.settings && metric.settings.size) || 500;
  189. return this.documentQuery(query, size);
  190. }
  191. nestedAggs = query;
  192. for (i = 0; i < target.bucketAggs.length; i++) {
  193. var aggDef = target.bucketAggs[i];
  194. var esAgg = {};
  195. switch (aggDef.type) {
  196. case 'date_histogram': {
  197. esAgg['date_histogram'] = this.getDateHistogramAgg(aggDef);
  198. break;
  199. }
  200. case 'histogram': {
  201. esAgg['histogram'] = this.getHistogramAgg(aggDef);
  202. break;
  203. }
  204. case 'filters': {
  205. esAgg['filters'] = { filters: this.getFiltersAgg(aggDef) };
  206. break;
  207. }
  208. case 'terms': {
  209. this.buildTermsAgg(aggDef, esAgg, target);
  210. break;
  211. }
  212. case 'geohash_grid': {
  213. esAgg['geohash_grid'] = {
  214. field: aggDef.field,
  215. precision: aggDef.settings.precision,
  216. };
  217. break;
  218. }
  219. }
  220. nestedAggs.aggs = nestedAggs.aggs || {};
  221. nestedAggs.aggs[aggDef.id] = esAgg;
  222. nestedAggs = esAgg;
  223. }
  224. nestedAggs.aggs = {};
  225. for (i = 0; i < target.metrics.length; i++) {
  226. metric = target.metrics[i];
  227. if (metric.type === 'count') {
  228. continue;
  229. }
  230. var aggField = {};
  231. var metricAgg = null;
  232. if (queryDef.isPipelineAgg(metric.type)) {
  233. if (metric.pipelineAgg && /^\d*$/.test(metric.pipelineAgg)) {
  234. metricAgg = { buckets_path: metric.pipelineAgg };
  235. } else {
  236. continue;
  237. }
  238. } else {
  239. metricAgg = { field: metric.field };
  240. }
  241. for (var prop in metric.settings) {
  242. if (
  243. metric.settings.hasOwnProperty(prop) &&
  244. metric.settings[prop] !== null
  245. ) {
  246. metricAgg[prop] = metric.settings[prop];
  247. }
  248. }
  249. aggField[metric.type] = metricAgg;
  250. nestedAggs.aggs[metric.id] = aggField;
  251. }
  252. return query;
  253. }
  254. getTermsQuery(queryDef) {
  255. var query: any = {
  256. size: 0,
  257. query: {
  258. bool: {
  259. filter: [{ range: this.getRangeFilter() }],
  260. },
  261. },
  262. };
  263. if (queryDef.query) {
  264. query.query.bool.filter.push({
  265. query_string: {
  266. analyze_wildcard: true,
  267. query: queryDef.query,
  268. },
  269. });
  270. }
  271. var size = 500;
  272. if (queryDef.size) {
  273. size = queryDef.size;
  274. }
  275. query.aggs = {
  276. '1': {
  277. terms: {
  278. field: queryDef.field,
  279. size: size,
  280. order: {
  281. _term: 'asc',
  282. },
  283. },
  284. },
  285. };
  286. return query;
  287. }
  288. }