SpringBoot 快速集成 Elasticsearch 實戰

來源: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種方式:

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

本文用後面兩種方式來分別連接並操作Elasticsearch

1.2. 環境與配置

服務端:elasticsearch-6.3.2 1臺

客戶端:elasticsearch 6.4.1

服務端配置文件: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默認的elasticsearch版本很低,這裡我們用最新版本6.4.1

如果啟動過程中出現

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

則說明,elasticsearch依賴的jar包版本不一致,統一改成6.4.1即可

另外,Spring Boot 2.0.5依賴的spring-data-elasticsearch版本是3.0.1,需要升級到3.1.0

SpringBoot 快速集成 Elasticsearch 實戰

2. 依賴


SpringBoot 快速集成 Elasticsearch 實戰


SpringBoot 快速集成 Elasticsearch 實戰

3. application.properties

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

也許,大家會疑惑,配置文件中明明寫的端口是9200,為何這裡配置文件中連接的時候寫的端口是9300呢?

因為,配置9200是通過HTTP連接的端口,9300是TCP連接的端口

SpringBoot 快速集成 Elasticsearch 實戰

4. 操作

4.1. 使用Spring Data Elasticsearch Repositories操作Elasticsearch

首先,定義一個實體類

<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>

這裡定義了Commodity實例,表示商品。在Elasticsearch 6.X 版本中,不建議使用type,而且在7.X版本中將會徹底廢棄type,所以此處我只指定了indexName,沒有指定type。這裡,一個Commodity代表一個商品,同時代表一條索引記錄。

類比關係型數據庫的話,Index相當於表,Document相當於記錄

然後,需要自己定義一個接口,並繼承ElasticsearchRepository

SpringBoot 快速集成 Elasticsearch 實戰

<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>

這裡的Repository相當於DAO,操作mysql還是elasticsearch都是一樣的

接下來,定義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>

實現類

<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>

在這個Service中演示了增刪查改操作,還有分頁查詢

最後,寫一個測試類測試其中的方法

<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片裝)");
        commodity.setCategory("101");
        commodity.setPrice(880);

        commodity.setBrand("良品鋪子");
        commodityService.save(commodity);

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

        commodity = new Commodity();
        commodity.setSkuId("1501009004");
        commodity.setName("元氣吐司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("麵包");
        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("葡萄吐司麵包(10片裝)");
        commodity.setCategory("101");
        commodity.setPrice(160);
        commodity.setBrand("良品鋪子");

        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是自動配置的

SpringBoot 快速集成 Elasticsearch 實戰

5. 演示

SpringBoot 快速集成 Elasticsearch 實戰

6. 工程結構

SpringBoot 快速集成 Elasticsearch 實戰


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