SpringBoot 快速集成 Elasticsearch 实战

来源:https://www.cnblogs.com/cjsblog/p/9756978.html

1. 前言

1.1. 集成方式

Spring Boot中集成Elasticsearch有4种方式:

  • REST Client
  • Jest
  • Spring Data
  • Spring Data Elasticsearch Repositories

本文用后面两种方式来分别连接并操作Elasticsearch

1.2. 环境与配置

服务端:elasticsearch-6.3.2 1台

客户端:elasticsearch 6.4.1

服务端配置文件:elasticsearch.yml

<code>cluster.name: my-application
network.host: 192.168.1.134
http.port: 9200/<code>

/etc/security/limits.conf

<code>cheng soft nofile 65536
cheng hard nofile 65536/<code>

/etc/sysctl.conf

<code>vm.max_map_count=262144/<code>

1.3. 版本

Spring Boot 2.0.5默认的elasticsearch版本很低,这里我们用最新版本6.4.1

如果启动过程中出现

java.lang.NoClassDefFoundError: org/elasticsearch/common/transport/InetSocketTransportAddress

则说明,elasticsearch依赖的jar包版本不一致,统一改成6.4.1即可

另外,Spring Boot 2.0.5依赖的spring-data-elasticsearch版本是3.0.1,需要升级到3.1.0

SpringBoot 快速集成 Elasticsearch 实战

2. 依赖


SpringBoot 快速集成 Elasticsearch 实战


SpringBoot 快速集成 Elasticsearch 实战

3. application.properties

<code>spring.data.elasticsearch.cluster-name=my-application
spring.data.elasticsearch.cluster-nodes=192.168.1.134:9300/<code>

也许,大家会疑惑,配置文件中明明写的端口是9200,为何这里配置文件中连接的时候写的端口是9300呢?

因为,配置9200是通过HTTP连接的端口,9300是TCP连接的端口

SpringBoot 快速集成 Elasticsearch 实战

4. 操作

4.1. 使用Spring Data Elasticsearch Repositories操作Elasticsearch

首先,定义一个实体类

<code>package com.cjs.example.entity;

import lombok.Data;
import org.springframework.data.annotation.Id;
import org.springframework.data.elasticsearch.annotations.Document;

import java.io.Serializable;

@Data
@Document(indexName = "commodity")
public class Commodity implements Serializable {

    @Id
    private String skuId;


    private String name;

    private String category;

    private Integer price;

    private String brand;

    private Integer stock;

}/<code>

这里定义了Commodity实例,表示商品。在Elasticsearch 6.X 版本中,不建议使用type,而且在7.X版本中将会彻底废弃type,所以此处我只指定了indexName,没有指定type。这里,一个Commodity代表一个商品,同时代表一条索引记录。

类比关系型数据库的话,Index相当于表,Document相当于记录

然后,需要自己定义一个接口,并继承ElasticsearchRepository

SpringBoot 快速集成 Elasticsearch 实战

<code>package com.cjs.example.dao;

import com.cjs.example.entity.Commodity;
import org.springframework.data.elasticsearch.repository.ElasticsearchRepository;
import org.springframework.stereotype.Repository;

@Repository
public interface CommodityRepository extends ElasticsearchRepository<commodity> {

}/<commodity>/<code>

这里的Repository相当于DAO,操作mysql还是elasticsearch都是一样的

接下来,定义service接口

<code>package com.cjs.example.service;

import com.cjs.example.entity.Commodity;
import org.springframework.data.domain.Page;

import java.util.List;

public interface CommodityService {

    long count();

    Commodity save(Commodity commodity);

    void delete(Commodity commodity);

    Iterable<commodity> getAll();

    List<commodity> getByName(String name);

    Page<commodity> pageQuery(Integer pageNo, Integer pageSize, String kw);

}/<commodity>/<commodity>/<commodity>/<code>

实现类

<code>package com.cjs.example.service.impl;

import com.cjs.example.entity.Commodity;
import com.cjs.example.dao.CommodityRepository;
import com.cjs.example.service.CommodityService;
import org.elasticsearch.index.query.MatchQueryBuilder;

import org.elasticsearch.index.query.QueryBuilders;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.PageRequest;
import org.springframework.data.elasticsearch.core.query.NativeSearchQueryBuilder;
import org.springframework.data.elasticsearch.core.query.SearchQuery;
import org.springframework.stereotype.Service;

import java.util.ArrayList;
import java.util.List;

@Service
public class CommodityServiceImpl implements CommodityService {

    @Autowired
    private CommodityRepository commodityRepository;


    @Override
    public long count() {
        return commodityRepository.count();
    }

    @Override
    public Commodity save(Commodity commodity) {
        return commodityRepository.save(commodity);
    }

    @Override
    public void delete(Commodity commodity) {
        commodityRepository.delete(commodity);
//        commodityRepository.deleteById(commodity.getSkuId());
    }

    @Override
    public Iterable<commodity> getAll() {
        return commodityRepository.findAll();
    }

    @Override
    public List<commodity> getByName(String name) {
        List<commodity> list = new ArrayList<>();
        MatchQueryBuilder matchQueryBuilder = new MatchQueryBuilder("name", name);
        Iterable<commodity> iterable = commodityRepository.search(matchQueryBuilder);
        iterable.forEach(e->list.add(e));
        return list;
    }

    @Override
    public Page<commodity> pageQuery(Integer pageNo, Integer pageSize, String kw) {

        SearchQuery searchQuery = new NativeSearchQueryBuilder()
                .withQuery(QueryBuilders.matchPhraseQuery("name", kw))
                .withPageable(PageRequest.of(pageNo, pageSize))
                .build();
        return commodityRepository.search(searchQuery);
    }


}/<commodity>/<commodity>/<commodity>/<commodity>/<commodity>/<code>

在这个Service中演示了增删查改操作,还有分页查询

最后,写一个测试类测试其中的方法

<code>package com.cjs.example;

import com.cjs.example.entity.Commodity;
import com.cjs.example.service.CommodityService;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.data.domain.Page;
import org.springframework.test.context.junit4.SpringRunner;

import java.util.List;

@RunWith(SpringRunner.class)
@SpringBootTest
public class CjsElasticsearchExampleApplicationTests {

    @Autowired
    private CommodityService commodityService;

    @Test
    public void contextLoads() {
        System.out.println(commodityService.count());
    }

    @Test
    public void testInsert() {
        Commodity commodity = new Commodity();
        commodity.setSkuId("1501009001");
        commodity.setName("原味切片面包(10片装)");
        commodity.setCategory("101");
        commodity.setPrice(880);

        commodity.setBrand("良品铺子");
        commodityService.save(commodity);

        commodity = new Commodity();
        commodity.setSkuId("1501009002");
        commodity.setName("原味切片面包(6片装)");
        commodity.setCategory("101");
        commodity.setPrice(680);
        commodity.setBrand("良品铺子");
        commodityService.save(commodity);

        commodity = new Commodity();
        commodity.setSkuId("1501009004");
        commodity.setName("元气吐司850g");
        commodity.setCategory("101");
        commodity.setPrice(120);
        commodity.setBrand("百草味");
        commodityService.save(commodity);

    }

    @Test
    public void testDelete() {
        Commodity commodity = new Commodity();
        commodity.setSkuId("1501009002");
        commodityService.delete(commodity);
    }

    @Test
    public void testGetAll() {
        Iterable<commodity> iterable = commodityService.getAll();
        iterable.forEach(e->System.out.println(e.toString()));
    }

    @Test
    public void testGetByName() {
        List<commodity> list = commodityService.getByName("面包");
        System.out.println(list);
    }

    @Test
    public void testPage() {
        Page<commodity> page = commodityService.pageQuery(0, 10, "切片");
        System.out.println(page.getTotalPages());
        System.out.println(page.getNumber());
        System.out.println(page.getContent());
    }
}/<commodity>/<commodity>/<commodity>/<code>

以上,便是使用Elasticsearch Repositories的方式

4.2. 使用ElasticsearchTemplate方式操作Elasticsearch

<code>package com.cjs.example;

import com.cjs.example.entity.Commodity;
import org.elasticsearch.index.query.QueryBuilders;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import org.springframework.data.elasticsearch.core.ElasticsearchTemplate;
import org.springframework.data.elasticsearch.core.query.*;
import org.springframework.test.context.junit4.SpringRunner;

import java.util.List;

@RunWith(SpringRunner.class)
@SpringBootTest
public class ElasticsearchTemplateTest {

    @Autowired
    public ElasticsearchTemplate elasticsearchTemplate;

    @Test
    public void testInsert() {
        Commodity commodity = new Commodity();
        commodity.setSkuId("1501009005");
        commodity.setName("葡萄吐司面包(10片装)");
        commodity.setCategory("101");
        commodity.setPrice(160);
        commodity.setBrand("良品铺子");

        IndexQuery indexQuery = new IndexQueryBuilder().withObject(commodity).build();
        elasticsearchTemplate.index(indexQuery);
    }

    @Test
    public void testQuery() {
        SearchQuery searchQuery = new NativeSearchQueryBuilder()
                .withQuery(QueryBuilders.matchQuery("name", "吐司"))
                .build();
        List<commodity> list = elasticsearchTemplate.queryForList(searchQuery, Commodity.class);
        System.out.println(list);
    }


}/<commodity>/<code>

ElasticsearchTemplate是自动配置的

SpringBoot 快速集成 Elasticsearch 实战

5. 演示

SpringBoot 快速集成 Elasticsearch 实战

6. 工程结构

SpringBoot 快速集成 Elasticsearch 实战


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