Spring Boot整合Elasticsearch实现全文搜索引擎案例解析

时间:2019-04-07
本文章向大家介绍Spring Boot整合Elasticsearch实现全文搜索引擎案例解析,主要包括Spring Boot整合Elasticsearch实现全文搜索引擎案例解析使用实例、应用技巧、基本知识点总结和需要注意事项,具有一定的参考价值,需要的朋友可以参考一下。

简单说,ElasticSearch(简称 ES)是搜索引擎,是结构化数据的分布式搜索引擎。Elastic Search是一个开源的,分布式,实时搜索和分析引擎。Spring Boot为Elasticsearch及Spring Data Elasticsearch提供的基于它的抽象提供了基本的配置。Spring Boot提供了一个用于聚集依赖的spring-boot-starter-data-elasticsearch 'StarterPOM'。

引入spring-boot-starter-data-elasticsearch依赖,在pom.xml配置文件中增加如下内容(基于之前章节“Spring Boot 构建框架”中的pom.xml文件):

<dependency>
 <groupId>org.springframework.boot</groupId>
 <artifactId>spring-boot-starter-data-elasticsearch</artifactId>
</dependency>

可以像其他Spring beans那样注入一个自动配置的ElasticsearchTemplate或Elasticsearch客户端实例。默认情况下,该实例将尝试连接到一个本地内存服务器(在Elasticsearch项目中的一个NodeClient),但可以通过设置spring.data.elasticsearch.clusterNodes为一个以逗号分割的host:port列表来将其切换到一个远程服务器(比如,TransportClient)。

@Component
public class MyBean {
 private ElasticsearchTemplate template;
 
 @Autowired
 public MyBean(ElasticsearchTemplate template) {
 this.template = template;
 }
 // ...
}

如果添加一个自己的ElasticsearchTemplate类型的@Bean,它将替换默认的。

应用集成ElasticSearch案例

新建elasticsearch.properties配置文件,添加如下配置内容:

elasticsearch.host=localhost
elasticsearch.port=9300

ElasticSearch配置,读取elasticsearch.properties配置文件信息,具体代码如下:

@Configuration@PropertySource(value = "classpath:elasticsearch.properties")
@EnableElasticsearchRepositories(basePackages = "co.paan.repository")
public class ElasticsearchConfiguration {
 @Resource
private Environment environment;
@Bean
public Client client() {
TransportClient client = new TransportClient();
TransportAddress address = new InetSocketTransportAddress(environment.getProperty("elasticsearch.host"), Integer.parseInt(environment.getProperty("elasticsearch.port")));
client.addTransportAddress(address); 
return client;
}
 @Beanpublic ElasticsearchOperations elasticsearchTemplate() {
 return new ElasticsearchTemplate(client());
 }
}

两个实体类,具体代码如下:

@Document(indexName = "post", type = "post", shards = 1, replicas = 0)
public class Post {
@Id
private String id;
 private String title;
@Field(type= FieldType.Nested)
private List<Tag> tags; 
 public String getId() {
return id;
}
 public void setId(String id) {
 this.id = id;
}
 public String getTitle() {
 return title;
}
 public void setTitle(String title) {
 this.title = title;
}
 public List<Tag> getTags() {
 return tags;
}
 public void setTags(List<Tag> tags) {
 this.tags = tags;
}
}
public class Tag {
private String id; 
private String name; 
public String getId() {
 return id;
 }
 public void setId(String id) {
 this.id = id;
 }
 public String getName() {
 return name;
 }
 public void setName(String name) {
 this.name = name;
 }
}

数据源继承ElasticsearchRepository类,封装接口代码如下:

public interface PostRepository extends ElasticsearchRepository<Post, String>{
 Page<Post> findByTagsName(String name, Pageable pageable);
}

数据服务接口及实现类,代码如下:

public interface PostService {
 Post save(Post post);
 Post findOne(String id);
 Iterable<Post> findAll();
 Page<Post> findByTagsName(String tagName, PageRequest pageRequest);
}
@Servicepublic class PostServiceImpl implements PostService{
 @Autowired
private PostRepository postRepository;
@Override
public Post save(Post post) {
 postRepository.save(post); 
 return post;
 }
 @Overridepublic Post findOne(String id) {
 return postRepository.findOne(id);
 }
 @Overridepublic Iterable<Post> findAll() {
 return postRepository.findAll();
 }
 @Overridepublic Page<Post> findByTagsName(String tagName, PageRequest pageRequest) {
 return postRepository.findByTagsName(tagName, pageRequest);
 }
}

测试代码如下:

@Test
public void testFindByTagsName() throws Exception {
 Tag tag = new Tag();
 tag.setId("1");
 tag.setName("tech");
 Tag tag2 = new Tag();
 tag2.setId("2");
 tag2.setName("elasticsearch");
 Post post = new Post();
 post.setId("1");
 post.setTitle("Bigining with spring boot application and elasticsearch");
 post.setTags(Arrays.asList(tag, tag2));
 postService.save(post);
 Post post2 = new Post();
 post2.setId("1");
 post2.setTitle("Bigining with spring boot application");
 post2.setTags(Arrays.asList(tag));
 postService.save(post);
 Page<Post> posts = postService.findByTagsName("tech", new PageRequest(0,10));
 Page<Post> posts2 = postService.findByTagsName("tech", new PageRequest(0,10));
 Page<Post> posts3 = postService.findByTagsName("maz", new PageRequest(0,10));
 assertThat(posts.getTotalElements(), is(1L));
 assertThat(posts2.getTotalElements(), is(1L));
 assertThat(posts3.getTotalElements(), is(0L));
}

总结

以上所述是小编给大家介绍的Spring Boot整合Elasticsearch实现全文搜索引擎案例解析,希望对大家有所帮助,如果大家有任何疑问请给我留言,小编会及时回复大家的。在此也非常感谢大家对脚本之家网站的支持!