如何使用 Spring 数据从 elasticsearch 中读取文档?

How to read documents from elasticsearch using Spring Data?

我创建了一个类型为 "apartments" 的索引(房子),其中包含 20 个文档。我使用邮递员将 Json 作为二进制文件上传到 elasticsearch 中。我有一个 Spring 引导项目,它具有以下内容 类:

  1. EsConfig.java - 我已经配置了 clustername,它是 application.properties 文件中的默认名称。

    @Configuration
    @EnableElasticsearchRepositories(basePackages = "com.search.repository")
    public class EsConfig {
    
    @Value("${elasticsearch.clustername}")
    private String EsClusterName;
    
    @Bean
    public Client esClient() throws UnknownHostException {
        Settings esSettings = Settings.builder()
                .put("cluster.name", EsClusterName)
                .put("client.transport.sniff", true)
                .put("client.transport.ignore_cluster_name", false)
                .build();
    
    
       TransportClient  client = new PreBuiltTransportClient(esSettings)
        .addTransportAddress(new InetSocketTransportAddress(InetAddress.getByName("localhost"), 9300));
        return client;
    
    }
    
    @Bean
    public ElasticsearchOperations elasticsearchTemplate() throws Exception{
        return new ElasticsearchTemplate(esClient()); 
      }
    }
    
  2. Apartments.java - 这是我的数据模型。这些文件在 elasticsearch 中有以下字段。

    @Document(indexName = "house", type = "apartments")
    @JsonIgnoreProperties(ignoreUnknown=true)
    public class Apartments {
    
       @Id
       private String id;
       @JsonProperty("Apartment_Name")
       private String apartmentName;
       @JsonProperty("Apartment_ID")
       private String apartmentId;
       @JsonProperty("Area_Name")
       private String areaName;
    
       //constructors along with getters and setters
    }
    
  3. ApartmentSearchRepository.java - 这是一个扩展 ElasticsearchRepository 接口以执行 crud 操作的接口。

    public interface ApartmentSearchRepository extends ElasticsearchRepository<Apartments, String> {
    List<Apartments> findByApartmentName(String apartmentName);
    }
    
  4. EsApartmentService.java -

    @Service
    public class EsApartmentService {
    
    @Autowired
    ApartmentSearchRepository apartmentSearchRepository;
    
    public List<Apartments> getApartmentByName(String apartmentName) {
        return apartmentSearchRepository.findByApartmentName(apartmentName);
       }
    }
    
  5. ApartmentController.java - 我创建了一个端点,它应该从 elasticsearch 返回这 20 个文档。 (此外,Apartment 在我的项目中是一个 POJO,Apartments 是数据模型。)

    @Autowired
    EsApartmentService esApartmentService;
    @GetMapping(path = "/search",produces = "application/json")
    public Set<Apartment> searchApartmentByName(
      @RequestParam(value = "apartmentName", defaultValue = "") String apartmentName) throws IOException {
      List<Apartment> apartments= new ArrayList<>();
      esApartmentService.getApartmentByName(apartmentName).forEach(apartment-> {
            apartments.add(new Apartment(apartment.getApartmentName(), apartment.getApartmentId(), apartment.getAreaName()));
        });
      return apartments.stream()
              .collect(Collectors.toCollection(() -> new TreeSet<>(Comparator.comparing(Apartment::getApartmentId))));
    }
    

此代码返回状态 200,但响应为空。我试过调试,但似乎无法从 elasticsearch 中读取这些文档。我经历了几个解决方案,但大多数解决方案都是从代码本身设置文档数据。

我无法通过点击我在控制器中指定的端点来检索这些文档。有人可以让我知道我可能会错过什么吗?谢谢! :)

编辑: 下面的屏幕截图显示了 Postman 中的查询和响应。

据我所知,您可以使用@JsonProperty 将 POJO 映射到查询响应,但您将失去使用 spring 的动态查找器方法 (findBy*) 的能力数据。 spring 数据的动态查找器生成依赖于反射,因此 POJO 中的字段名称变得很重要。

您是否介意更改您的 POJO 或文档中的字段名称以验证这一点?或者只是定义一个自定义查询?还有一个强大的 java api ,您可以在其中定义更复杂的查询:https://docs.spring.io/spring-data/elasticsearch/docs/current/reference/html/#elasticsearch.misc.filter

正如@ibexit 上面提到的,我删除了@JsonProperty 并在我的服务中使用了本机搜索查询生成器。此外,它没有使用 Apartment_Name,当我提供 apartment_Name 时它起作用了。 (好像 Elasticsearch 有大小写问题,所以我用 Camel Case 给了它。)

我的改动:

  1. Apartments.java - 删除了@JsonProperty

    @Document(indexName = "house", type = "apartments")
    //@JsonIgnoreProperties(ignoreUnknown=true)
    public class Apartments {
    
     @Id
     private String id;
    
     //@JsonProperty("apartment_ID")
     private String apartment_ID;
    
     //@JsonProperty("Area_Name")
     private String area_Name;
    
     //@JsonProperty("Apartment_Name")
     private String apartment_Name;
    }
    
  2. EsApartmentService.java -

    @Service
    public class EsApartmentService {
    @Autowired
    private  ElasticsearchTemplate elasticsearchTemplate; 
    
    public List<Apartments> getApartmentByName(String apartmentName) {
       SearchQuery searchQuery = new NativeSearchQueryBuilder()           
      .withQuery(org.elasticsearch.index.query.QueryBuilders
        .matchQuery("apartment_Name", apartmentName)).build();
    Page<Apartments> sampleEntities = 
        elasticsearchTemplate.queryForPage(searchQuery,Apartments.class);      
    return sampleEntities.getContent();
      }
    }
    
  3. 已删除 ApartmentSearchRepository.java 文件。

这些更改给了我所需的响应! :)