Spring Data Elastic Search with Nested Fields and mapping

问题:

I am using spring-data-elasticsearch and elasticsearch together to query documents. I'd like to do nested queries on nested documents.

I have this in java :

@Document(indexName = "as", type = "a", indexStoreType = "memory", shards = 1, replicas = 0, refreshInterval = "-1") class A {       @Id      private String Id;       @Field(type = String, index = analyzed, store = true)      private String field1;       // ... Many more Fields.       @NestedField(type = FieldType.Object, index = analyzed, store = true, dotSuffix = "accounts")      private List<B> bs;       // ... getters and setters } 

And

class B { // some normal pojo } 

When I let spring-data do the mapping, I get :

"a": {     "properties": {         "bs": {             "properties": {                 "someBProperty": {                     "type": "string"                 },                 "BId": {                     "type": "string"                 }             }         },         "id": { ... },         ... } 

When I am trying to query the document, I get the classical inner vs nested documents problems and it doesn't recognize the nested element.

When I try to update mapping to use nested document I get "can't be changed from non-nested to nested".

Should I tell spring-data-es somehow that @NestedField => type: "nested" into mapping ? Is there a way to add custom mapping to spring-data when it create index & mapping ?

Also, I am initializing indexes via :

elasticsearchTemplate.deleteIndex(A.class); elasticsearchTemplate.createIndex(A.class); elasticsearchTemplate.putMapping(A.class); elasticsearchTemplate.refresh(A.class,true); 

And then querying using spring-data repository :

QueryBuilder builder = QueryBuilders.nestedQuery( "bs", QueryBuilders.boolQuery().must(QueryBuilders.matchQuery("as.field1", "A1")).must(QueryBuilders.matchQuery("as.field2", "B1")));  Iterable<DenormalizedRelationshipDocument> res = aRepository.search(builder); 

Here the res has 0 element in the Iterable but via REST I get the error on the nested query not supported (as I don't have it in mapping).

finally,

Does Spring-Data-ElasticSearch supports nested mappings via ES QueryBuilders API ? When should I make that mapping happens ?

回答1:

Spring data elasticsearch now supports most of the common feature set of elasticsearch including Nested, Inner Objects and Parent Child(recently)

Detailed explanation can be found at managing relationship in elasticsearch

Nested document Example

Person Entity

  
   @Document( indexName = "person" , type = "user")      public class Person {          @Id         private String id;          private String name;          @Field( type = FieldType.Nested)         private List<Car> car;          // setters-getters      } 
  

Car Entity

      public class Car {     private String name;     private String model;     //setters and getters      }  

Setting Up Data

      Person foo = new Person();     foo.setName("Foo");     foo.setId("1");      List cars = new ArrayList();     Car subaru = new Car();     subaru.setName("Subaru");     subaru.setModel("Imprezza");     cars.add(subaru);     foo.setCar(cars);  

Indexing

          IndexQuery indexQuery = new IndexQuery();         indexQuery.setId(foo.getId());         indexQuery.setObject(foo);         //creating mapping        elasticsearchTemplate.putMapping(Person.class);        //indexing document        elasticsearchTemplate.index(indexQuery);        //refresh        elasticsearchTemplate.refresh(Person.class, true);  

Searching

       QueryBuilder builder = nestedQuery("car", boolQuery().must(termQuery("car.name",      "subaru")).must(termQuery("car.model", "imprezza")));      SearchQuery searchQuery = new NativeSearchQueryBuilder().withQuery(builder).build();     List persons = elasticsearchTemplate.queryForList(searchQuery, Person.class);  

you can find more test cases about Nested and Inner Object at Nested Object Tests

文章来源: Spring Data Elastic Search with Nested Fields and mapping