query-dsl-queries.asciidoc 15 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 link:{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. [float]
  18. === Match Query
  19. See link:{ref}/query-dsl-match-query.html[Match Query]
  20. [source,java]
  21. --------------------------------------------------
  22. QueryBuilder qb = QueryBuilders.matchQuery("name", "kimchy elasticsearch");
  23. --------------------------------------------------
  24. [float]
  25. === MultiMatch Query
  26. See link:{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. [float]
  36. === Boolean Query
  37. See link:{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. [float]
  48. === Boosting Query
  49. See link:{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. [float]
  58. === IDs Query
  59. See link:{ref}/query-dsl-ids-query.html[IDs Query]
  60. [source,java]
  61. --------------------------------------------------
  62. QueryBuilders.idsQuery().ids("1", "2");
  63. --------------------------------------------------
  64. [float]
  65. === Custom Score Query
  66. See link:{ref}/query-dsl-custom-score-query.html[Custom Score
  67. Query]
  68. [source,java]
  69. --------------------------------------------------
  70. QueryBuilders.customScoreQuery(QueryBuilders.matchAllQuery()) // Your query here
  71. .script("_score * doc['price'].value"); // Your script here
  72. // If the script have parameters, use the same script and provide parameters to it.
  73. QueryBuilders.customScoreQuery(QueryBuilders.matchAllQuery())
  74. .script("_score * doc['price'].value / pow(param1, param2)")
  75. .param("param1", 2)
  76. .param("param2", 3.1);
  77. --------------------------------------------------
  78. [float]
  79. === Custom Boost Factor Query
  80. See
  81. link:{ref}/query-dsl-custom-boost-factor-query.html[Custom
  82. Boost Factor Query]
  83. [source,java]
  84. --------------------------------------------------
  85. QueryBuilders.customBoostFactorQuery(QueryBuilders.matchAllQuery()) // Your query
  86. .boostFactor(3.1f);
  87. --------------------------------------------------
  88. [float]
  89. === Constant Score Query
  90. See link:{ref}/query-dsl-constant-score-query.html[Constant
  91. Score Query]
  92. [source,java]
  93. --------------------------------------------------
  94. // Using with Filters
  95. QueryBuilders.constantScoreQuery(FilterBuilders.termFilter("name","kimchy"))
  96. .boost(2.0f);
  97. // With Queries
  98. QueryBuilders.constantScoreQuery(QueryBuilders.termQuery("name","kimchy"))
  99. .boost(2.0f);
  100. --------------------------------------------------
  101. [float]
  102. === Disjunction Max Query
  103. See link:{ref}/query-dsl-dis-max-query.html[Disjunction Max
  104. Query]
  105. [source,java]
  106. --------------------------------------------------
  107. QueryBuilders.disMaxQuery()
  108. .add(QueryBuilders.termQuery("name","kimchy")) // Your queries
  109. .add(QueryBuilders.termQuery("name","elasticsearch")) // Your queries
  110. .boost(1.2f)
  111. .tieBreaker(0.7f);
  112. --------------------------------------------------
  113. [float]
  114. === Field Query
  115. See link:{ref}/query-dsl-field-query.html[Field Query]
  116. [source,java]
  117. --------------------------------------------------
  118. QueryBuilders.fieldQuery("name", "+kimchy -dadoonet");
  119. // Note that you can write the same query using queryString query.
  120. QueryBuilders.queryString("+kimchy -dadoonet").field("name");
  121. --------------------------------------------------
  122. [float]
  123. === Fuzzy Like This (Field) Query (flt and flt_field)
  124. See:
  125. * link:{ref}/query-dsl-flt-query.html[Fuzzy Like This Query]
  126. * link:{ref}/query-dsl-flt-field-query.html[Fuzzy Like This Field Query]
  127. [source,java]
  128. --------------------------------------------------
  129. // flt Query
  130. QueryBuilders.fuzzyLikeThisQuery("name.first", "name.last") // Fields
  131. .likeText("text like this one") // Text
  132. .maxQueryTerms(12); // Max num of Terms
  133. // in generated queries
  134. // flt_field Query
  135. QueryBuilders.fuzzyLikeThisFieldQuery("name.first") // Only on single field
  136. .likeText("text like this one")
  137. .maxQueryTerms(12);
  138. --------------------------------------------------
  139. [float]
  140. === FuzzyQuery
  141. See link:{ref}/query-dsl-fuzzy-query.html[Fuzzy Query]
  142. [source,java]
  143. --------------------------------------------------
  144. QueryBuilder qb = QueryBuilders.fuzzyQuery("name", "kimzhy");
  145. --------------------------------------------------
  146. [float]
  147. === Has Child / Has Parent
  148. See:
  149. * link:{ref}/query-dsl-has-child-query.html[Has Child Query]
  150. * link:{ref}/query-dsl-has-parent-query.html[Has Parent]
  151. [source,java]
  152. --------------------------------------------------
  153. // Has Child
  154. QueryBuilders.hasChildQuery("blog_tag",
  155. QueryBuilders.termQuery("tag","something"))
  156. // Has Parent
  157. QueryBuilders.hasParentQuery("blog",
  158. QueryBuilders.termQuery("tag","something"));
  159. --------------------------------------------------
  160. [float]
  161. === MatchAll Query
  162. See link:{ref}/query-dsl-match-all-query.html[Match All
  163. Query]
  164. [source,java]
  165. --------------------------------------------------
  166. QueryBuilder qb = QueryBuilders.matchAllQuery();
  167. --------------------------------------------------
  168. [float]
  169. === Fuzzy Like This (Field) Query (flt and flt_field)
  170. See:
  171. * link:{ref}/query-dsl-mlt-query.html[More Like This Query]
  172. * link:{ref}/query-dsl-mlt-field-query.html[More Like This Field Query]
  173. [source,java]
  174. --------------------------------------------------
  175. // mlt Query
  176. QueryBuilders.moreLikeThisQuery("name.first", "name.last") // Fields
  177. .likeText("text like this one") // Text
  178. .minTermFreq(1) // Ignore Threshold
  179. .maxQueryTerms(12); // Max num of Terms
  180. // in generated queries
  181. // mlt_field Query
  182. QueryBuilders.moreLikeThisFieldQuery("name.first") // Only on single field
  183. .likeText("text like this one")
  184. .minTermFreq(1)
  185. .maxQueryTerms(12);
  186. --------------------------------------------------
  187. [float]
  188. === Prefix Query
  189. See link:{ref}/query-dsl-prefix-query.html[Prefix Query]
  190. [source,java]
  191. --------------------------------------------------
  192. QueryBuilders.prefixQuery("brand", "heine");
  193. --------------------------------------------------
  194. [float]
  195. === QueryString Query
  196. See link:{ref}/query-dsl-query-string-query.html[QueryString Query]
  197. [source,java]
  198. --------------------------------------------------
  199. QueryBuilder qb = QueryBuilders.queryString("+kimchy -elasticsearch");
  200. --------------------------------------------------
  201. [float]
  202. === Range Query
  203. See link:{ref}/query-dsl-range-query.html[Range Query]
  204. [source,java]
  205. --------------------------------------------------
  206. QueryBuilder qb = QueryBuilders
  207. .rangeQuery("price")
  208. .from(5)
  209. .to(10)
  210. .includeLower(true)
  211. .includeUpper(false);
  212. --------------------------------------------------
  213. [float]
  214. === Span Queries (first, near, not, or, term)
  215. See:
  216. * link:{ref}/query-dsl-span-first-query.html[Span First Query]
  217. * link:{ref}/query-dsl-span-near-query.html[Span Near Query]
  218. * link:{ref}/query-dsl-span-not-query.html[Span Not Query]
  219. * link:{ref}/query-dsl-span-or-query.html[Span Or Query]
  220. * link:{ref}/query-dsl-span-term-query.html[Span Term Query]
  221. [source,java]
  222. --------------------------------------------------
  223. // Span First
  224. QueryBuilders.spanFirstQuery(
  225. QueryBuilders.spanTermQuery("user", "kimchy"), // Query
  226. 3 // Max End position
  227. );
  228. // Span Near
  229. QueryBuilders.spanNearQuery()
  230. .clause(QueryBuilders.spanTermQuery("field","value1")) // Span Term Queries
  231. .clause(QueryBuilders.spanTermQuery("field","value2"))
  232. .clause(QueryBuilders.spanTermQuery("field","value3"))
  233. .slop(12) // Slop factor
  234. .inOrder(false)
  235. .collectPayloads(false);
  236. // Span Not
  237. QueryBuilders.spanNotQuery()
  238. .include(QueryBuilders.spanTermQuery("field","value1"))
  239. .exclude(QueryBuilders.spanTermQuery("field","value2"));
  240. // Span Or
  241. QueryBuilders.spanOrQuery()
  242. .clause(QueryBuilders.spanTermQuery("field","value1"))
  243. .clause(QueryBuilders.spanTermQuery("field","value2"))
  244. .clause(QueryBuilders.spanTermQuery("field","value3"));
  245. // Span Term
  246. QueryBuilders.spanTermQuery("user","kimchy");
  247. --------------------------------------------------
  248. [float]
  249. === Term Query
  250. See link:{ref}/query-dsl-term-query.html[Term Query]
  251. [source,java]
  252. --------------------------------------------------
  253. QueryBuilder qb = QueryBuilders.termQuery("name", "kimchy");
  254. --------------------------------------------------
  255. [float]
  256. === Terms Query
  257. See link:{ref}/query-dsl-terms-query.html[Terms Query]
  258. [source,java]
  259. --------------------------------------------------
  260. QueryBuilders.termsQuery("tags", // field
  261. "blue", "pill") // values
  262. .minimumMatch(1); // How many terms must match
  263. --------------------------------------------------
  264. [float]
  265. === Top Children Query
  266. See link:{ref}/query-dsl-top-children-query.html[Top Children Query]
  267. [source,java]
  268. --------------------------------------------------
  269. QueryBuilders.topChildrenQuery(
  270. "blog_tag", // field
  271. QueryBuilders.termQuery("tag", "something") // Query
  272. )
  273. .score("max") // max, sum or avg
  274. .factor(5)
  275. .incrementalFactor(2);
  276. --------------------------------------------------
  277. [float]
  278. === Wildcard Query
  279. See link:{ref}/query-dsl-wildcard-query.html[Wildcard Query]
  280. [source,java]
  281. --------------------------------------------------
  282. QueryBuilders.wildcardQuery("user", "k?mc*");
  283. --------------------------------------------------
  284. [float]
  285. === Nested Query
  286. See link:{ref}/query-dsl-nested-query.html[Nested Query]
  287. [source,java]
  288. --------------------------------------------------
  289. QueryBuilders.nestedQuery("obj1", // Path
  290. QueryBuilders.boolQuery() // Your query
  291. .must(QueryBuilders.matchQuery("obj1.name", "blue"))
  292. .must(QueryBuilders.rangeQuery("obj1.count").gt(5))
  293. )
  294. .scoreMode("avg"); // max, total, avg or none
  295. --------------------------------------------------
  296. [float]
  297. === Custom Filters Score Query
  298. See
  299. link:{ref}/query-dsl-custom-filters-score-query.html[Custom Filters Score Query]
  300. [source,java]
  301. --------------------------------------------------
  302. QueryBuilders.customFiltersScoreQuery(
  303. QueryBuilders.matchAllQuery()) // Query
  304. // Filters with their boost factors
  305. .add(FilterBuilders.rangeFilter("age").from(0).to(10), 3)
  306. .add(FilterBuilders.rangeFilter("age").from(10).to(20), 2)
  307. .scoreMode("first"); // first, min, max, total, avg or multiply
  308. --------------------------------------------------
  309. [float]
  310. === Indices Query
  311. See link:{ref}/query-dsl-indices-query.html[Indices Query]
  312. [source,java]
  313. --------------------------------------------------
  314. // Using another query when no match for the main one
  315. QueryBuilders.indicesQuery(
  316. QueryBuilders.termQuery("tag", "wow"),
  317. "index1", "index2"
  318. )
  319. .noMatchQuery(QueryBuilders.termQuery("tag", "kow"));
  320. // Using all (match all) or none (match no documents)
  321. QueryBuilders.indicesQuery(
  322. QueryBuilders.termQuery("tag", "wow"),
  323. "index1", "index2"
  324. )
  325. .noMatchQuery("all"); // all or none
  326. --------------------------------------------------
  327. [float]
  328. === GeoShape Query
  329. See link:{ref}/query-dsl-geo-shape-query.html[GeoShape Query]
  330. Note: the `geo_shape` type uses `Spatial4J` and `JTS`, both of which are
  331. optional dependencies. Consequently you must add `Spatial4J` and `JTS`
  332. to your classpath in order to use this type:
  333. [source,java]
  334. --------------------------------------------------
  335. <dependency>
  336. <groupId>com.spatial4j</groupId>
  337. <artifactId>spatial4j</artifactId>
  338. <version>0.3</version>
  339. </dependency>
  340. <dependency>
  341. <groupId>com.vividsolutions</groupId>
  342. <artifactId>jts</artifactId>
  343. <version>1.12</version>
  344. <exclusions>
  345. <exclusion>
  346. <groupId>xerces</groupId>
  347. <artifactId>xercesImpl</artifactId>
  348. </exclusion>
  349. </exclusions>
  350. </dependency>
  351. --------------------------------------------------
  352. [source,java]
  353. --------------------------------------------------
  354. // Import Spatial4J shapes
  355. import com.spatial4j.core.context.SpatialContext;
  356. import com.spatial4j.core.shape.Shape;
  357. import com.spatial4j.core.shape.impl.RectangleImpl;
  358. // Also import ShapeRelation
  359. import org.elasticsearch.common.geo.ShapeRelation;
  360. --------------------------------------------------
  361. [source,java]
  362. --------------------------------------------------
  363. // Shape within another
  364. QueryBuilders.geoShapeQuery("location",
  365. new RectangleImpl(0,10,0,10,SpatialContext.GEO))
  366. .relation(ShapeRelation.WITHIN);
  367. // Intersect shapes
  368. QueryBuilders.geoShapeQuery("location",
  369. new PointImpl(0, 0, SpatialContext.GEO))
  370. .relation(ShapeRelation.INTERSECTS);
  371. // Using pre-indexed shapes
  372. QueryBuilders.geoShapeQuery("location", "New Zealand", "countries")
  373. .relation(ShapeRelation.DISJOINT);
  374. --------------------------------------------------