query-dsl-queries.asciidoc 13 KB

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  1. [[query-dsl-queries]]
  2. == Query DSL - Queries
  3. elasticsearch provides a full Java query dsl in a similar manner to the
  4. REST {ref}/query-dsl.html[Query DSL]. The factory for query
  5. builders is `QueryBuilders`. Once your query is ready, you can use the
  6. <<search,Search API>>.
  7. See also how to build <<query-dsl-filters,Filters>>
  8. To use `QueryBuilders` just import them in your class:
  9. [source,java]
  10. --------------------------------------------------
  11. import org.elasticsearch.index.query.QueryBuilders.*;
  12. --------------------------------------------------
  13. Note that you can easily print (aka debug) JSON generated queries using
  14. `toString()` method on `QueryBuilder` object.
  15. The `QueryBuilder` can then be used with any API that accepts a query,
  16. such as `count` and `search`.
  17. [[match]]
  18. === Match Query
  19. See {ref}/query-dsl-match-query.html[Match Query]
  20. [source,java]
  21. --------------------------------------------------
  22. QueryBuilder qb = QueryBuilders.matchQuery("name", "kimchy elasticsearch");
  23. --------------------------------------------------
  24. [[multimatch]]
  25. === MultiMatch Query
  26. See {ref}/query-dsl-multi-match-query.html[MultiMatch
  27. Query]
  28. [source,java]
  29. --------------------------------------------------
  30. QueryBuilder qb = QueryBuilders.multiMatchQuery(
  31. "kimchy elasticsearch", // Text you are looking for
  32. "user", "message" // Fields you query on
  33. );
  34. --------------------------------------------------
  35. [[bool]]
  36. === Boolean Query
  37. See {ref}/query-dsl-bool-query.html[Boolean Query]
  38. [source,java]
  39. --------------------------------------------------
  40. QueryBuilder qb = QueryBuilders
  41. .boolQuery()
  42. .must(termQuery("content", "test1"))
  43. .must(termQuery("content", "test4"))
  44. .mustNot(termQuery("content", "test2"))
  45. .should(termQuery("content", "test3"));
  46. --------------------------------------------------
  47. [[boosting]]
  48. === Boosting Query
  49. See {ref}/query-dsl-boosting-query.html[Boosting Query]
  50. [source,java]
  51. --------------------------------------------------
  52. QueryBuilders.boostingQuery()
  53. .positive(QueryBuilders.termQuery("name","kimchy"))
  54. .negative(QueryBuilders.termQuery("name","dadoonet"))
  55. .negativeBoost(0.2f);
  56. --------------------------------------------------
  57. [[ids]]
  58. === IDs Query
  59. See {ref}/query-dsl-ids-query.html[IDs Query]
  60. [source,java]
  61. --------------------------------------------------
  62. QueryBuilders.idsQuery().ids("1", "2");
  63. --------------------------------------------------
  64. [[constant-score]]
  65. === Constant Score Query
  66. See {ref}/query-dsl-constant-score-query.html[Constant
  67. Score Query]
  68. [source,java]
  69. --------------------------------------------------
  70. // Using with Filters
  71. QueryBuilders.constantScoreQuery(FilterBuilders.termFilter("name","kimchy"))
  72. .boost(2.0f);
  73. // With Queries
  74. QueryBuilders.constantScoreQuery(QueryBuilders.termQuery("name","kimchy"))
  75. .boost(2.0f);
  76. --------------------------------------------------
  77. [[dismax]]
  78. === Disjunction Max Query
  79. See {ref}/query-dsl-dis-max-query.html[Disjunction Max
  80. Query]
  81. [source,java]
  82. --------------------------------------------------
  83. QueryBuilders.disMaxQuery()
  84. .add(QueryBuilders.termQuery("name","kimchy")) // Your queries
  85. .add(QueryBuilders.termQuery("name","elasticsearch")) // Your queries
  86. .boost(1.2f)
  87. .tieBreaker(0.7f);
  88. --------------------------------------------------
  89. [[flt]]
  90. === Fuzzy Like This (Field) Query (flt and flt_field)
  91. See:
  92. * {ref}/query-dsl-flt-query.html[Fuzzy Like This Query]
  93. * {ref}/query-dsl-flt-field-query.html[Fuzzy Like This Field Query]
  94. [source,java]
  95. --------------------------------------------------
  96. // flt Query
  97. QueryBuilders.fuzzyLikeThisQuery("name.first", "name.last") // Fields
  98. .likeText("text like this one") // Text
  99. .maxQueryTerms(12); // Max num of Terms
  100. // in generated queries
  101. // flt_field Query
  102. QueryBuilders.fuzzyLikeThisFieldQuery("name.first") // Only on single field
  103. .likeText("text like this one")
  104. .maxQueryTerms(12);
  105. --------------------------------------------------
  106. [[fuzzy]]
  107. === FuzzyQuery
  108. See {ref}/query-dsl-fuzzy-query.html[Fuzzy Query]
  109. [source,java]
  110. --------------------------------------------------
  111. QueryBuilder qb = QueryBuilders.fuzzyQuery("name", "kimzhy");
  112. --------------------------------------------------
  113. [[has-child-parent]]
  114. === Has Child / Has Parent
  115. See:
  116. * {ref}/query-dsl-has-child-query.html[Has Child Query]
  117. * {ref}/query-dsl-has-parent-query.html[Has Parent]
  118. [source,java]
  119. --------------------------------------------------
  120. // Has Child
  121. QueryBuilders.hasChildQuery("blog_tag",
  122. QueryBuilders.termQuery("tag","something"))
  123. // Has Parent
  124. QueryBuilders.hasParentQuery("blog",
  125. QueryBuilders.termQuery("tag","something"));
  126. --------------------------------------------------
  127. [[match-all]]
  128. === MatchAll Query
  129. See {ref}/query-dsl-match-all-query.html[Match All
  130. Query]
  131. [source,java]
  132. --------------------------------------------------
  133. QueryBuilder qb = QueryBuilders.matchAllQuery();
  134. --------------------------------------------------
  135. [[mlt]]
  136. === More Like This (Field) Query (mlt and mlt_field)
  137. See:
  138. * {ref}/query-dsl-mlt-query.html[More Like This Query]
  139. * {ref}/query-dsl-mlt-field-query.html[More Like This Field Query]
  140. [source,java]
  141. --------------------------------------------------
  142. // mlt Query
  143. QueryBuilders.moreLikeThisQuery("name.first", "name.last") // Fields
  144. .likeText("text like this one") // Text
  145. .minTermFreq(1) // Ignore Threshold
  146. .maxQueryTerms(12); // Max num of Terms
  147. // in generated queries
  148. // mlt_field Query
  149. QueryBuilders.moreLikeThisFieldQuery("name.first") // Only on single field
  150. .likeText("text like this one")
  151. .minTermFreq(1)
  152. .maxQueryTerms(12);
  153. --------------------------------------------------
  154. [[prefix]]
  155. === Prefix Query
  156. See {ref}/query-dsl-prefix-query.html[Prefix Query]
  157. [source,java]
  158. --------------------------------------------------
  159. QueryBuilders.prefixQuery("brand", "heine");
  160. --------------------------------------------------
  161. [[query-string]]
  162. === QueryString Query
  163. See {ref}/query-dsl-query-string-query.html[QueryString Query]
  164. [source,java]
  165. --------------------------------------------------
  166. QueryBuilder qb = QueryBuilders.queryString("+kimchy -elasticsearch");
  167. --------------------------------------------------
  168. [[java-range]]
  169. === Range Query
  170. See {ref}/query-dsl-range-query.html[Range Query]
  171. [source,java]
  172. --------------------------------------------------
  173. QueryBuilder qb = QueryBuilders
  174. .rangeQuery("price")
  175. .from(5)
  176. .to(10)
  177. .includeLower(true)
  178. .includeUpper(false);
  179. --------------------------------------------------
  180. === Span Queries (first, near, not, or, term)
  181. See:
  182. * {ref}/query-dsl-span-first-query.html[Span First Query]
  183. * {ref}/query-dsl-span-near-query.html[Span Near Query]
  184. * {ref}/query-dsl-span-not-query.html[Span Not Query]
  185. * {ref}/query-dsl-span-or-query.html[Span Or Query]
  186. * {ref}/query-dsl-span-term-query.html[Span Term Query]
  187. [source,java]
  188. --------------------------------------------------
  189. // Span First
  190. QueryBuilders.spanFirstQuery(
  191. QueryBuilders.spanTermQuery("user", "kimchy"), // Query
  192. 3 // Max End position
  193. );
  194. // Span Near
  195. QueryBuilders.spanNearQuery()
  196. .clause(QueryBuilders.spanTermQuery("field","value1")) // Span Term Queries
  197. .clause(QueryBuilders.spanTermQuery("field","value2"))
  198. .clause(QueryBuilders.spanTermQuery("field","value3"))
  199. .slop(12) // Slop factor
  200. .inOrder(false)
  201. .collectPayloads(false);
  202. // Span Not
  203. QueryBuilders.spanNotQuery()
  204. .include(QueryBuilders.spanTermQuery("field","value1"))
  205. .exclude(QueryBuilders.spanTermQuery("field","value2"));
  206. // Span Or
  207. QueryBuilders.spanOrQuery()
  208. .clause(QueryBuilders.spanTermQuery("field","value1"))
  209. .clause(QueryBuilders.spanTermQuery("field","value2"))
  210. .clause(QueryBuilders.spanTermQuery("field","value3"));
  211. // Span Term
  212. QueryBuilders.spanTermQuery("user","kimchy");
  213. --------------------------------------------------
  214. [[term]]
  215. === Term Query
  216. See {ref}/query-dsl-term-query.html[Term Query]
  217. [source,java]
  218. --------------------------------------------------
  219. QueryBuilder qb = QueryBuilders.termQuery("name", "kimchy");
  220. --------------------------------------------------
  221. [[java-terms]]
  222. === Terms Query
  223. See {ref}/query-dsl-terms-query.html[Terms Query]
  224. [source,java]
  225. --------------------------------------------------
  226. QueryBuilders.termsQuery("tags", // field
  227. "blue", "pill") // values
  228. .minimumMatch(1); // How many terms must match
  229. --------------------------------------------------
  230. [[top-children]]
  231. === Top Children Query
  232. See {ref}/query-dsl-top-children-query.html[Top Children Query]
  233. [source,java]
  234. --------------------------------------------------
  235. QueryBuilders.topChildrenQuery(
  236. "blog_tag", // field
  237. QueryBuilders.termQuery("tag", "something") // Query
  238. )
  239. .score("max") // max, sum or avg
  240. .factor(5)
  241. .incrementalFactor(2);
  242. --------------------------------------------------
  243. [[wildcard]]
  244. === Wildcard Query
  245. See {ref}/query-dsl-wildcard-query.html[Wildcard Query]
  246. [source,java]
  247. --------------------------------------------------
  248. QueryBuilders.wildcardQuery("user", "k?mc*");
  249. --------------------------------------------------
  250. [[nested]]
  251. === Nested Query
  252. See {ref}/query-dsl-nested-query.html[Nested Query]
  253. [source,java]
  254. --------------------------------------------------
  255. QueryBuilders.nestedQuery("obj1", // Path
  256. QueryBuilders.boolQuery() // Your query
  257. .must(QueryBuilders.matchQuery("obj1.name", "blue"))
  258. .must(QueryBuilders.rangeQuery("obj1.count").gt(5))
  259. )
  260. .scoreMode("avg"); // max, total, avg or none
  261. --------------------------------------------------
  262. [[indices]]
  263. === Indices Query
  264. See {ref}/query-dsl-indices-query.html[Indices Query]
  265. [source,java]
  266. --------------------------------------------------
  267. // Using another query when no match for the main one
  268. QueryBuilders.indicesQuery(
  269. QueryBuilders.termQuery("tag", "wow"),
  270. "index1", "index2"
  271. )
  272. .noMatchQuery(QueryBuilders.termQuery("tag", "kow"));
  273. // Using all (match all) or none (match no documents)
  274. QueryBuilders.indicesQuery(
  275. QueryBuilders.termQuery("tag", "wow"),
  276. "index1", "index2"
  277. )
  278. .noMatchQuery("all"); // all or none
  279. --------------------------------------------------
  280. [[geo-shape]]
  281. === GeoShape Query
  282. See {ref}/query-dsl-geo-shape-query.html[GeoShape Query]
  283. Note: the `geo_shape` type uses `Spatial4J` and `JTS`, both of which are
  284. optional dependencies. Consequently you must add `Spatial4J` and `JTS`
  285. to your classpath in order to use this type:
  286. [source,java]
  287. --------------------------------------------------
  288. <dependency>
  289. <groupId>com.spatial4j</groupId>
  290. <artifactId>spatial4j</artifactId>
  291. <version>0.3</version>
  292. </dependency>
  293. <dependency>
  294. <groupId>com.vividsolutions</groupId>
  295. <artifactId>jts</artifactId>
  296. <version>1.12</version>
  297. <exclusions>
  298. <exclusion>
  299. <groupId>xerces</groupId>
  300. <artifactId>xercesImpl</artifactId>
  301. </exclusion>
  302. </exclusions>
  303. </dependency>
  304. --------------------------------------------------
  305. [source,java]
  306. --------------------------------------------------
  307. // Import Spatial4J shapes
  308. import com.spatial4j.core.context.SpatialContext;
  309. import com.spatial4j.core.shape.Shape;
  310. import com.spatial4j.core.shape.impl.RectangleImpl;
  311. // Also import ShapeRelation
  312. import org.elasticsearch.common.geo.ShapeRelation;
  313. --------------------------------------------------
  314. [source,java]
  315. --------------------------------------------------
  316. // Shape within another
  317. QueryBuilders.geoShapeQuery("location",
  318. new RectangleImpl(0,10,0,10,SpatialContext.GEO))
  319. .relation(ShapeRelation.WITHIN);
  320. // Intersect shapes
  321. QueryBuilders.geoShapeQuery("location",
  322. new PointImpl(0, 0, SpatialContext.GEO))
  323. .relation(ShapeRelation.INTERSECTS);
  324. // Using pre-indexed shapes
  325. QueryBuilders.geoShapeQuery("location", "New Zealand", "countries")
  326. .relation(ShapeRelation.DISJOINT);
  327. --------------------------------------------------