java

关注公众号 jb51net

关闭
首页 > 软件编程 > java > SpringBoot Elastic Search搜索引擎

详解Elastic Search搜索引擎在SpringBoot中的实践

作者:hansonwang99

本篇文章主要介绍了Elastic Search搜索引擎在SpringBoot中的实践,小编觉得挺不错的,现在分享给大家,也给大家做个参考。一起跟随小编过来看看吧

实验环境

  1. ES版本:5.3.0
  2. spring bt版本:1.5.9

首先当然需要安装好elastic search环境,最好再安装上可视化插件 elasticsearch-head来便于我们直观地查看数据。

当然这部分可以参考本人的帖子: 《centos7上elastic search安装填坑记》

我的ES安装在http://113.209.119.170:9200/这个地址(该地址需要配到springboot项目中去)

Spring工程创建

这部分没有特殊要交代的,但有几个注意点一定要当心

注意在新建项目时记得勾选web和NoSQL中的Elasticsearch依赖,来张图说明一下吧:

创建工程时勾选Nosql中的es依赖选项

项目自动生成以后pom.xml中会自动添加spring-boot-starter-data-elasticsearch的依赖:

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

本项目中我们使用开源的基于restful的es java客户端jest,所以还需要在pom.xml中添加jest依赖:

    <dependency>
      <groupId>io.searchbox</groupId>
      <artifactId>jest</artifactId>
    </dependency>

除此之外还必须添加jna的依赖:

    <dependency>
      <groupId>net.java.dev.jna</groupId>
      <artifactId>jna</artifactId>
    </dependency>

否则启动spring项目的时候会报JNA not found. native methods will be disabled.的错误:

JNA not found. native methods will be disabled.

项目的配置文件application.yml中需要把es服务器地址配置对

server:
 port: 6325

spring:
 elasticsearch:
  jest:
   uris:
   - http://113.209.119.170:9200 # ES服务器的地址!
   read-timeout: 5000

代码组织

我的项目代码组织如下:

项目代码组织

各部分代码详解如下,注释都有:

Entity.java

package com.hansonwang99.springboot_es_demo.entity;
import java.io.Serializable;
import org.springframework.data.elasticsearch.annotations.Document;
public class Entity implements Serializable{
  private static final long serialVersionUID = -763638353551774166L;
  public static final String INDEX_NAME = "index_entity";
  public static final String TYPE = "tstype";
  private Long id;
  private String name;
  public Entity() {
    super();
  }

  public Entity(Long id, String name) {
    this.id = id;
    this.name = name;
  }

  public Long getId() {
    return id;
  }

  public void setId(Long id) {
    this.id = id;
  }

  public String getName() {
    return name;
  }

  public void setName(String name) {
    this.name = name;
  }
}

TestService.java

package com.hansonwang99.springboot_es_demo.service;
import com.hansonwang99.springboot_es_demo.entity.Entity;
import java.util.List;
public interface TestService {
  void saveEntity(Entity entity);
  void saveEntity(List<Entity> entityList);
  List<Entity> searchEntity(String searchContent);
}

TestServiceImpl.java

package com.hansonwang99.springboot_es_demo.service.impl;
import java.io.IOException;
import java.util.List;
import com.hansonwang99.springboot_es_demo.entity.Entity;
import com.hansonwang99.springboot_es_demo.service.TestService;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import io.searchbox.client.JestClient;
import io.searchbox.client.JestResult;
import io.searchbox.core.Bulk;
import io.searchbox.core.Index;
import io.searchbox.core.Search;

@Service
public class TestServiceImpl implements TestService {

  private static final Logger LOGGER = LoggerFactory.getLogger(TestServiceImpl.class);

  @Autowired
  private JestClient jestClient;

  @Override
  public void saveEntity(Entity entity) {
    Index index = new Index.Builder(entity).index(Entity.INDEX_NAME).type(Entity.TYPE).build();
    try {
      jestClient.execute(index);
      LOGGER.info("ES 插入完成");
    } catch (IOException e) {
      e.printStackTrace();
      LOGGER.error(e.getMessage());
    }
  }


  /**
   * 批量保存内容到ES
   */
  @Override
  public void saveEntity(List<Entity> entityList) {
    Bulk.Builder bulk = new Bulk.Builder();
    for(Entity entity : entityList) {
      Index index = new Index.Builder(entity).index(Entity.INDEX_NAME).type(Entity.TYPE).build();
      bulk.addAction(index);
    }
    try {
      jestClient.execute(bulk.build());
      LOGGER.info("ES 插入完成");
    } catch (IOException e) {
      e.printStackTrace();
      LOGGER.error(e.getMessage());
    }
  }

  /**
   * 在ES中搜索内容
   */
  @Override
  public List<Entity> searchEntity(String searchContent){
    SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
    //searchSourceBuilder.query(QueryBuilders.queryStringQuery(searchContent));
    //searchSourceBuilder.field("name");
    searchSourceBuilder.query(QueryBuilders.matchQuery("name",searchContent));
    Search search = new Search.Builder(searchSourceBuilder.toString())
        .addIndex(Entity.INDEX_NAME).addType(Entity.TYPE).build();
    try {
      JestResult result = jestClient.execute(search);
      return result.getSourceAsObjectList(Entity.class);
    } catch (IOException e) {
      LOGGER.error(e.getMessage());
      e.printStackTrace();
    }
    return null;
  }
}

EntityController.java

package com.hansonwang99.springboot_es_demo.controller;
import java.util.ArrayList;
import java.util.List;
import com.hansonwang99.springboot_es_demo.entity.Entity;
import com.hansonwang99.springboot_es_demo.service.TestService;
import org.apache.commons.lang.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestMethod;
import org.springframework.web.bind.annotation.RestController;
@RestController
@RequestMapping("/entityController")
public class EntityController {
  @Autowired
  TestService cityESService;
  @RequestMapping(value="/save", method=RequestMethod.GET)
  public String save(long id, String name) {
    System.out.println("save 接口");
    if(id>0 && StringUtils.isNotEmpty(name)) {
      Entity newEntity = new Entity(id,name);
      List<Entity> addList = new ArrayList<Entity>();
      addList.add(newEntity);
      cityESService.saveEntity(addList);
      return "OK";
    }else {
      return "Bad input value";
    }
  }

  @RequestMapping(value="/search", method=RequestMethod.GET)
  public List<Entity> save(String name) {
    List<Entity> entityList = null;
    if(StringUtils.isNotEmpty(name)) {
      entityList = cityESService.searchEntity(name);
    }
    return entityList;
  }
}

实际实验

增加几条数据,可以使用postman工具,也可以直接在浏览器中输入,如增加以下5条数据:

http://localhost:6325/entityController/save?id=1&name=南京中山陵
http://localhost:6325/entityController/save?id=2&name=中国南京师范大学
http://localhost:6325/entityController/save?id=3&name=南京夫子庙
http://localhost:6325/entityController/save?id=4&name=杭州也非常不错
http://localhost:6325/entityController/save?id=5&name=中国南边好像没有叫带京字的城市了

数据插入效果如下(使用可视化插件elasticsearch-head观看):

数据插入效果

我们来做一下搜索的测试:例如我要搜索关键字“南京”

我们在浏览器中输入:

http://localhost:6325/entityController/search?name=南京

搜索结果如下:

关键字“南京”的搜索结果

刚才插入的5条记录中包含关键字“南京”的四条记录均被搜索出来了!

当然这里用的是standard分词方式,将每个中文都作为了一个term,凡是包含“南”、“京”关键字的记录都被搜索了出来,只是评分不同而已,当然还有其他的一些分词方式,此时需要其他分词插件的支持,此处暂不涉及,后文中再做探索。

以上就是本文的全部内容,希望对大家的学习有所帮助,也希望大家多多支持脚本之家。

您可能感兴趣的文章:
阅读全文