query_builder.ts 8.1 KB

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  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. const 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. let 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. const esAgg: any = {};
  52. const 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. const esAgg: any = {};
  68. const 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. const filterObj = {};
  79. for (let i = 0; i < aggDef.settings.filters.length; i++) {
  80. const query = aggDef.settings.filters[i].query;
  81. let 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. let 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) {
  122. query.query.bool.must = [];
  123. }
  124. query.query.bool.must.push({ match_phrase: queryCondition });
  125. break;
  126. case '!=':
  127. if (!query.query.bool.must_not) {
  128. query.query.bool.must_not = [];
  129. }
  130. query.query.bool.must_not.push({ match_phrase: queryCondition });
  131. break;
  132. case '<':
  133. condition[filter.key] = { lt: filter.value };
  134. query.query.bool.filter.push({ range: condition });
  135. break;
  136. case '>':
  137. condition[filter.key] = { gt: filter.value };
  138. query.query.bool.filter.push({ range: condition });
  139. break;
  140. case '=~':
  141. query.query.bool.filter.push({ regexp: condition });
  142. break;
  143. case '!~':
  144. query.query.bool.filter.push({
  145. bool: { must_not: { regexp: condition } },
  146. });
  147. break;
  148. }
  149. }
  150. }
  151. build(target, adhocFilters?, queryString?) {
  152. // make sure query has defaults;
  153. target.metrics = target.metrics || [{ type: 'count', id: '1' }];
  154. target.bucketAggs = target.bucketAggs || [{ type: 'date_histogram', id: '2', settings: { interval: 'auto' } }];
  155. target.timeField = this.timeField;
  156. let i, nestedAggs, metric;
  157. const query = {
  158. size: 0,
  159. query: {
  160. bool: {
  161. filter: [
  162. { range: this.getRangeFilter() },
  163. {
  164. query_string: {
  165. analyze_wildcard: true,
  166. query: queryString,
  167. },
  168. },
  169. ],
  170. },
  171. },
  172. };
  173. this.addAdhocFilters(query, adhocFilters);
  174. // handle document query
  175. if (target.bucketAggs.length === 0) {
  176. metric = target.metrics[0];
  177. if (!metric || metric.type !== 'raw_document') {
  178. throw { message: 'Invalid query' };
  179. }
  180. const size = (metric.settings && metric.settings.size) || 500;
  181. return this.documentQuery(query, size);
  182. }
  183. nestedAggs = query;
  184. for (i = 0; i < target.bucketAggs.length; i++) {
  185. const aggDef = target.bucketAggs[i];
  186. const esAgg = {};
  187. switch (aggDef.type) {
  188. case 'date_histogram': {
  189. esAgg['date_histogram'] = this.getDateHistogramAgg(aggDef);
  190. break;
  191. }
  192. case 'histogram': {
  193. esAgg['histogram'] = this.getHistogramAgg(aggDef);
  194. break;
  195. }
  196. case 'filters': {
  197. esAgg['filters'] = { filters: this.getFiltersAgg(aggDef) };
  198. break;
  199. }
  200. case 'terms': {
  201. this.buildTermsAgg(aggDef, esAgg, target);
  202. break;
  203. }
  204. case 'geohash_grid': {
  205. esAgg['geohash_grid'] = {
  206. field: aggDef.field,
  207. precision: aggDef.settings.precision,
  208. };
  209. break;
  210. }
  211. }
  212. nestedAggs.aggs = nestedAggs.aggs || {};
  213. nestedAggs.aggs[aggDef.id] = esAgg;
  214. nestedAggs = esAgg;
  215. }
  216. nestedAggs.aggs = {};
  217. for (i = 0; i < target.metrics.length; i++) {
  218. metric = target.metrics[i];
  219. if (metric.type === 'count') {
  220. continue;
  221. }
  222. const aggField = {};
  223. let metricAgg = null;
  224. if (queryDef.isPipelineAgg(metric.type)) {
  225. if (metric.pipelineAgg && /^\d*$/.test(metric.pipelineAgg)) {
  226. metricAgg = { buckets_path: metric.pipelineAgg };
  227. } else {
  228. continue;
  229. }
  230. } else {
  231. metricAgg = { field: metric.field };
  232. }
  233. for (const prop in metric.settings) {
  234. if (metric.settings.hasOwnProperty(prop) && metric.settings[prop] !== null) {
  235. metricAgg[prop] = metric.settings[prop];
  236. }
  237. }
  238. aggField[metric.type] = metricAgg;
  239. nestedAggs.aggs[metric.id] = aggField;
  240. }
  241. return query;
  242. }
  243. getTermsQuery(queryDef) {
  244. const query: any = {
  245. size: 0,
  246. query: {
  247. bool: {
  248. filter: [{ range: this.getRangeFilter() }],
  249. },
  250. },
  251. };
  252. if (queryDef.query) {
  253. query.query.bool.filter.push({
  254. query_string: {
  255. analyze_wildcard: true,
  256. query: queryDef.query,
  257. },
  258. });
  259. }
  260. let size = 500;
  261. if (queryDef.size) {
  262. size = queryDef.size;
  263. }
  264. query.aggs = {
  265. '1': {
  266. terms: {
  267. field: queryDef.field,
  268. size: size,
  269. order: {
  270. _term: 'asc',
  271. },
  272. },
  273. },
  274. };
  275. return query;
  276. }
  277. }