query_builder.ts 8.4 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. if (aggDef.settings.orderBy === '_term' && this.esVersion >= 60) {
  28. queryNode.terms.order['_key'] = aggDef.settings.order;
  29. } else {
  30. queryNode.terms.order[aggDef.settings.orderBy] = aggDef.settings.order;
  31. }
  32. // if metric ref, look it up and add it to this agg level
  33. metricRef = parseInt(aggDef.settings.orderBy, 10);
  34. if (!isNaN(metricRef)) {
  35. for (y = 0; y < target.metrics.length; y++) {
  36. metric = target.metrics[y];
  37. if (metric.id === aggDef.settings.orderBy) {
  38. queryNode.aggs = {};
  39. queryNode.aggs[metric.id] = {};
  40. queryNode.aggs[metric.id][metric.type] = { field: metric.field };
  41. break;
  42. }
  43. }
  44. }
  45. }
  46. if (aggDef.settings.min_doc_count !== void 0) {
  47. queryNode.terms.min_doc_count = parseInt(aggDef.settings.min_doc_count, 10);
  48. }
  49. if (aggDef.settings.missing) {
  50. queryNode.terms.missing = aggDef.settings.missing;
  51. }
  52. return queryNode;
  53. }
  54. getDateHistogramAgg(aggDef) {
  55. const esAgg: any = {};
  56. const settings = aggDef.settings || {};
  57. esAgg.interval = settings.interval;
  58. esAgg.field = this.timeField;
  59. esAgg.min_doc_count = settings.min_doc_count || 0;
  60. esAgg.extended_bounds = { min: '$timeFrom', max: '$timeTo' };
  61. esAgg.format = 'epoch_millis';
  62. esAgg.offset = settings.offset || '0';
  63. if (esAgg.interval === 'auto') {
  64. esAgg.interval = '$__interval';
  65. }
  66. if (settings.missing) {
  67. esAgg.missing = settings.missing;
  68. }
  69. return esAgg;
  70. }
  71. getHistogramAgg(aggDef) {
  72. const esAgg: any = {};
  73. const settings = aggDef.settings || {};
  74. esAgg.interval = settings.interval;
  75. esAgg.field = aggDef.field;
  76. esAgg.min_doc_count = settings.min_doc_count || 0;
  77. if (settings.missing) {
  78. esAgg.missing = settings.missing;
  79. }
  80. return esAgg;
  81. }
  82. getFiltersAgg(aggDef) {
  83. const filterObj = {};
  84. for (let i = 0; i < aggDef.settings.filters.length; i++) {
  85. const query = aggDef.settings.filters[i].query;
  86. let label = aggDef.settings.filters[i].label;
  87. label = label === '' || label === undefined ? query : label;
  88. filterObj[label] = {
  89. query_string: {
  90. query: query,
  91. analyze_wildcard: true,
  92. },
  93. };
  94. }
  95. return filterObj;
  96. }
  97. documentQuery(query, size) {
  98. query.size = size;
  99. query.sort = {};
  100. query.sort[this.timeField] = { order: 'desc', unmapped_type: 'boolean' };
  101. // fields field not supported on ES 5.x
  102. if (this.esVersion < 5) {
  103. query.fields = ['*', '_source'];
  104. }
  105. query.script_fields = {};
  106. if (this.esVersion < 5) {
  107. query.fielddata_fields = [this.timeField];
  108. } else {
  109. query.docvalue_fields = [this.timeField];
  110. }
  111. return query;
  112. }
  113. addAdhocFilters(query, adhocFilters) {
  114. if (!adhocFilters) {
  115. return;
  116. }
  117. let i, filter, condition, queryCondition;
  118. for (i = 0; i < adhocFilters.length; i++) {
  119. filter = adhocFilters[i];
  120. condition = {};
  121. condition[filter.key] = filter.value;
  122. queryCondition = {};
  123. queryCondition[filter.key] = { query: filter.value };
  124. switch (filter.operator) {
  125. case '=':
  126. if (!query.query.bool.must) {
  127. query.query.bool.must = [];
  128. }
  129. query.query.bool.must.push({ match_phrase: queryCondition });
  130. break;
  131. case '!=':
  132. if (!query.query.bool.must_not) {
  133. query.query.bool.must_not = [];
  134. }
  135. query.query.bool.must_not.push({ match_phrase: queryCondition });
  136. break;
  137. case '<':
  138. condition[filter.key] = { lt: filter.value };
  139. query.query.bool.filter.push({ range: condition });
  140. break;
  141. case '>':
  142. condition[filter.key] = { gt: filter.value };
  143. query.query.bool.filter.push({ range: condition });
  144. break;
  145. case '=~':
  146. query.query.bool.filter.push({ regexp: condition });
  147. break;
  148. case '!~':
  149. query.query.bool.filter.push({
  150. bool: { must_not: { regexp: condition } },
  151. });
  152. break;
  153. }
  154. }
  155. }
  156. build(target, adhocFilters?, queryString?) {
  157. // make sure query has defaults;
  158. target.metrics = target.metrics || [queryDef.defaultMetricAgg()];
  159. target.bucketAggs = target.bucketAggs || [queryDef.defaultBucketAgg()];
  160. target.timeField = this.timeField;
  161. let i, nestedAggs, metric;
  162. const query = {
  163. size: 0,
  164. query: {
  165. bool: {
  166. filter: [
  167. { range: this.getRangeFilter() },
  168. {
  169. query_string: {
  170. analyze_wildcard: true,
  171. query: queryString,
  172. },
  173. },
  174. ],
  175. },
  176. },
  177. };
  178. this.addAdhocFilters(query, adhocFilters);
  179. // handle document query
  180. if (target.bucketAggs.length === 0) {
  181. metric = target.metrics[0];
  182. if (!metric || metric.type !== 'raw_document') {
  183. throw { message: 'Invalid query' };
  184. }
  185. const size = (metric.settings && metric.settings.size) || 500;
  186. return this.documentQuery(query, size);
  187. }
  188. nestedAggs = query;
  189. for (i = 0; i < target.bucketAggs.length; i++) {
  190. const aggDef = target.bucketAggs[i];
  191. const esAgg = {};
  192. switch (aggDef.type) {
  193. case 'date_histogram': {
  194. esAgg['date_histogram'] = this.getDateHistogramAgg(aggDef);
  195. break;
  196. }
  197. case 'histogram': {
  198. esAgg['histogram'] = this.getHistogramAgg(aggDef);
  199. break;
  200. }
  201. case 'filters': {
  202. esAgg['filters'] = { filters: this.getFiltersAgg(aggDef) };
  203. break;
  204. }
  205. case 'terms': {
  206. this.buildTermsAgg(aggDef, esAgg, target);
  207. break;
  208. }
  209. case 'geohash_grid': {
  210. esAgg['geohash_grid'] = {
  211. field: aggDef.field,
  212. precision: aggDef.settings.precision,
  213. };
  214. break;
  215. }
  216. }
  217. nestedAggs.aggs = nestedAggs.aggs || {};
  218. nestedAggs.aggs[aggDef.id] = esAgg;
  219. nestedAggs = esAgg;
  220. }
  221. nestedAggs.aggs = {};
  222. for (i = 0; i < target.metrics.length; i++) {
  223. metric = target.metrics[i];
  224. if (metric.type === 'count') {
  225. continue;
  226. }
  227. const aggField = {};
  228. let metricAgg = null;
  229. if (queryDef.isPipelineAgg(metric.type)) {
  230. if (metric.pipelineAgg && /^\d*$/.test(metric.pipelineAgg)) {
  231. metricAgg = { buckets_path: metric.pipelineAgg };
  232. } else {
  233. continue;
  234. }
  235. } else {
  236. metricAgg = { field: metric.field };
  237. }
  238. for (const prop in metric.settings) {
  239. if (metric.settings.hasOwnProperty(prop) && metric.settings[prop] !== null) {
  240. metricAgg[prop] = metric.settings[prop];
  241. }
  242. }
  243. aggField[metric.type] = metricAgg;
  244. nestedAggs.aggs[metric.id] = aggField;
  245. }
  246. return query;
  247. }
  248. getTermsQuery(queryDef) {
  249. const query: any = {
  250. size: 0,
  251. query: {
  252. bool: {
  253. filter: [{ range: this.getRangeFilter() }],
  254. },
  255. },
  256. };
  257. if (queryDef.query) {
  258. query.query.bool.filter.push({
  259. query_string: {
  260. analyze_wildcard: true,
  261. query: queryDef.query,
  262. },
  263. });
  264. }
  265. let size = 500;
  266. if (queryDef.size) {
  267. size = queryDef.size;
  268. }
  269. query.aggs = {
  270. '1': {
  271. terms: {
  272. field: queryDef.field,
  273. size: size,
  274. order: {
  275. _term: 'asc',
  276. },
  277. },
  278. },
  279. };
  280. if (this.esVersion >= 60) {
  281. query.aggs['1'].terms.order = {
  282. _key: 'asc',
  283. };
  284. }
  285. return query;
  286. }
  287. }