Elasticsearch与数据库交流

pom.xml依赖

<parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.1.2.RELEASE</version>
        <relativePath/>
    </parent>
    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
        <java.version>1.8</java.version>
    </properties>
    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
        </dependency>
        <!--es依赖-->
        <dependency>
            <groupId>org.elasticsearch.client</groupId>
            <artifactId>elasticsearch-rest-client</artifactId>
            <version>7.4.0</version>
        </dependency>
        <dependency>
            <groupId>org.elasticsearch</groupId>
            <artifactId>elasticsearch</artifactId>
            <version>7.4.0</version>
        </dependency>
        <dependency>
            <groupId>org.elasticsearch.client</groupId>
            <artifactId>elasticsearch-rest-high-level-client</artifactId>
            <version>7.4.0</version>
        </dependency>
        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
            <version>1.2.56</version>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-configuration-processor</artifactId>
        </dependency>
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
            <version>1.1.1</version>
        </dependency>
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
        </dependency>
    </dependencies>

application.yaml文件配置

elasticsearch:
  host: 127.0.0.1
  port: 9200
spring:
  datasource:
    url: jdbc:mysql:///es?serverTimezone=UTC
    driver-class-name: com.mysql.cj.jdbc.Driver
    username: root
    password: root
mybatis:
  type-aliases-package: com.atguigu.pojo
  mapper-locations: classpath:mapper/*Dao.xml

goodDao.xml文件配置

<?xml version="1.0" encoding="UTF-8" ?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.atguigu.dao.GoodsDao">
    <!--List<Goods> fineAll();-->
    <select id="fineAll" resultType="goods">
        select
              id,
      title,
      price,
      stock,
      saleNum,
      createTime,
      categoryName,
      brandName,
      spec as specString
      from goods
    </select>

启动类配置

@SpringBootApplication
public class Application {
    public static void main(String[] args) {
        SpringApplication.run(Application.class,args);
    }
}

pojo设置

@Data
public class Goods {
    private int id;
    private String title;
    private double price;
    private int stock;
    private int saleNum;
    private Date createTime;
    private String categoryName;
    private String brandName;
    private Map spec;
    //该注解可以使该字段不会被序列化
    @JSONField(serialize = false)
    private String specString;

}

dao层的类设置

@Mapper
@Component
public interface GoodsDao {

    List<Goods> fineAll();
}

客户端配置文件类

@Configuration
@ConfigurationProperties(prefix = "elasticsearch")
@Data
public class ElasticSearchConfig {
    private String host;
    private Integer port;

    //创建客户端
    @Bean
    public RestHighLevelClient client(){
        return new RestHighLevelClient(RestClient.builder(new HttpHost(host,port,"http")));
    }

}

测试类的设置

@SpringBootTest
@RunWith(SpringRunner.class)
public class EsTest {
    @Autowired
    private GoodsDao goodsDao;
    //导入客户端
    @Autowired
    private RestHighLevelClient client;

    /**
     * 将数据库的数据查询放到es数据库中
     * @throws Exception
     */
    @Test
    public void test1()throws Exception{
        List<Goods> goods = goodsDao.fineAll();
        //将数据返回来的数据进行绑定一起发送
        BulkRequest bulkRequest = new BulkRequest();
        for (Goods good : goods) {
            //将javabean的spec与specString进行交换数据
            String specString = good.getSpecString();
            Map map = JSON.parseObject(specString, Map.class);
            good.setSpec(map);
            //将good转成json格式
            String string = JSON.toJSONString(good);
            //创建添加请求
            IndexRequest indexRequest = new IndexRequest("goods").id(good.getId() + "").source(string, XContentType.JSON);
            bulkRequest.add(indexRequest);
        }
        System.out.println(bulkRequest);
        //捆绑提交
        BulkResponse bulk1 = client.bulk(bulkRequest, RequestOptions.DEFAULT);
        System.out.println(bulk1.status());
    }

    /**
     * 将es数据查询出来
     */
    @Test
    public void test2()throws Exception{
       //创建查询请求
        SearchRequest searchRequest = new SearchRequest("goods");
        //创建查询资源构造条件
        SearchSourceBuilder searchSourceBuilder = new SearchSourceBuilder();
        //资源请求条件设置
        //创建查询所有文档对象,并添加
        MatchAllQueryBuilder matchAllQueryBuilder = QueryBuilders.matchAllQuery();
        searchSourceBuilder.query(matchAllQueryBuilder);
        //添加分页语句,当前页以及每页条数
        searchSourceBuilder.size(10);
        searchSourceBuilder.from(1);
        //将资源构造条件对象添加到查询请求中
        searchRequest.source(searchSourceBuilder);
        //发送查询请求
        SearchResponse search = client.search(searchRequest, RequestOptions.DEFAULT);
        //接收数据
       // System.out.println(search);
        //遍历我们自己想要的数据
        SearchHits hits = search.getHits();
        //获取总数
        TotalHits totalHits = hits.getTotalHits();
        System.out.println("totalHits = " + totalHits);
        SearchHit[] hits1 = hits.getHits();
        //创建一个map集合存返回来的数据
        ArrayList<Goods> list = new ArrayList<>();
        for (SearchHit documentFields : hits1) {
            Integer id = Integer.parseInt(documentFields.getId());
            String sourceAsString = documentFields.getSourceAsString();
            //将_source字段的资源转成Goods
            Goods goods = JSON.parseObject(sourceAsString, Goods.class);
            goods.setId(id);
            list.add(goods);
        }
        for (Goods goods : list) {
            System.out.println(goods);
        }
    }
}
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