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ElasticSearch+SpringBoot

ElasticSearch+SpringBoot

作者: WebGiser | 来源:发表于2021-12-16 21:45 被阅读0次

    软件环境：docker、es7.6.1、kibana7.6.1、SpringBoot 2.3.2.RELEASE

    1、项目结构

    1639661783(1).png

    2、pom.xml

    <?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.3.2.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>

    <groupId>com.geovis</groupId>
    <artifactId>elasticsearch-api</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>elasticsearch-api</name>
    <description>Demo project for Spring Boot</description>

    <properties>
        <java.version>1.8</java.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>org.elasticsearch.client</groupId>
            <artifactId>elasticsearch-rest-high-level-client</artifactId>
            <version>7.6.1</version>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <version>1.18.20</version>
            <scope>provided</scope>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
            <version>1.2.76</version>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
        </plugins>
    </build>
</project>

    3、application.properties

    server.port=8080
server.servlet.context-path=/es

    4、ElasticSearchClientConfig.java

    package com.geovis.elasticsearchapi.config;


import org.apache.http.HttpHost;
import org.elasticsearch.client.RestClient;
import org.elasticsearch.client.RestHighLevelClient;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

@Configuration
public class ElasticSearchClientConfig {

    @Bean
    public RestHighLevelClient restHighLevelClient() {
        RestHighLevelClient client = new RestHighLevelClient(
                RestClient.builder(
                        new HttpHost("127.0.0.1", 9200, "http")
                )
        );
        return client;
    }
}

    5、ElasticsearchApiApplicationTests.java

    package com.geovis.elasticsearchapi;

import com.alibaba.fastjson.JSON;
import com.geovis.elasticsearchapi.pojo.User;
import org.elasticsearch.action.admin.indices.delete.DeleteIndexRequest;
import org.elasticsearch.action.bulk.BulkRequest;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.delete.DeleteRequest;
import org.elasticsearch.action.delete.DeleteResponse;
import org.elasticsearch.action.get.GetRequest;
import org.elasticsearch.action.get.GetResponse;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.index.IndexResponse;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.support.master.AcknowledgedResponse;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.action.update.UpdateResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.client.indices.CreateIndexRequest;
import org.elasticsearch.client.indices.CreateIndexResponse;
import org.elasticsearch.client.indices.GetIndexRequest;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.unit.TimeValue;
import org.elasticsearch.common.xcontent.XContentType;
import org.elasticsearch.index.query.QueryBuilders;
import org.elasticsearch.index.query.TermQueryBuilder;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.elasticsearch.search.fetch.subphase.FetchSourceContext;
import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.boot.test.context.SpringBootTest;

import java.io.IOException;
import java.util.ArrayList;
import java.util.Map;
import java.util.concurrent.TimeUnit;

@SpringBootTest
class ElasticsearchApiApplicationTests {

    @Autowired
    @Qualifier("restHighLevelClient")
    private RestHighLevelClient client;

    // 创建索引
    @Test
    public void testCreateIndex() throws IOException {
        // 创建索引请求
        CreateIndexRequest request = new CreateIndexRequest("test_index");
        // 设置索引的settings
        request.settings(
                Settings.builder()
                .put("index.number_of_shards", 5)
                .put("index.number_of_replicas", 1)
                .put("analysis.analyzer.default.tokenizer", "ik_smart")
        );
        request.mapping(
                "{\n" +
                            "\"properties\":{\n" +
                                "\"name\":{\n" +
                                    "\"type\": \"keyword\",\n"+
                                    "\"store\": true\n"+
                                "},\n"+
                                "\"age\":{\n" +
                                    "\"type\": \"long\",\n"+
                                    "\"store\": true\n"+
                                "}\n"+
                            "}\n" +
                        "}\n",
                XContentType.JSON
        );
        // 执行创建请求,请求后获取响应
        CreateIndexResponse response = client.indices().create(request, RequestOptions.DEFAULT);
        System.out.println(response);
    }

    // 获取索引，判断是否存在
    @Test
    public void testExistIndex() throws IOException {
        GetIndexRequest request = new GetIndexRequest("test_index");
        boolean exists = client.indices().exists(request, RequestOptions.DEFAULT);
        System.out.println(exists);
    }

    // 删除索引
    @Test
    public void testDeleteIndex() throws IOException {
        DeleteIndexRequest request = new DeleteIndexRequest("test_index");
        AcknowledgedResponse acknowledgedResponse = client.indices().delete(request, RequestOptions.DEFAULT);
        System.out.println(acknowledgedResponse.isAcknowledged());
    }


    // 创建文档
    @Test
    public void testCreateDocument() throws IOException {
        User user = User.builder().name("aaa").age(10).build();
        IndexRequest request = new IndexRequest("test_index");
        // 规则 put /test_index/_doc/1
        request.id("1");
        request.timeout(TimeValue.timeValueSeconds(1));
        request.source(JSON.toJSONString(user), XContentType.JSON);
        // 客户端发起请求，获取响应结果
        IndexResponse indexResponse = client.index(request, RequestOptions.DEFAULT);
        System.out.println(indexResponse.status());
    }

    // 获取文档，判断是否存在
    @Test
    public void testExistDocument() throws IOException {
        GetRequest request = new GetRequest("test_index", "1");
        // 不返回 _source的上下文了
        request.fetchSourceContext(new FetchSourceContext(false));
        request.storedFields("_none_");
        boolean exists = client.exists(request, RequestOptions.DEFAULT);
        System.out.println(exists);
    }

    // 获取文档信息
    @Test
    public void testGetDocument() throws IOException {
        GetRequest request = new GetRequest("test_index", "1");
        GetResponse response = client.get(request, RequestOptions.DEFAULT);
        Map<String, Object> map = response.getSourceAsMap();
        System.out.println(map);
    }

    // 更新文档信息
    @Test
    public void testUpdateDocument() throws IOException {
        User user = User.builder().name("bbb").age(100).build();
        UpdateRequest request = new UpdateRequest("test_index", "1");
        request.timeout("1s");
        request.doc(JSON.toJSONString(user), XContentType.JSON);
        UpdateResponse response = client.update(request, RequestOptions.DEFAULT);
        System.out.println(response.status());
    }

    // 删除文档
    @Test
    public void testDeleteDocument() throws IOException {
        DeleteRequest request = new DeleteRequest("test_index", "1");
        request.timeout("1s");
        DeleteResponse delete = client.delete(request, RequestOptions.DEFAULT);
        System.out.println(delete.status());
    }


    // 批量插入
    @Test
    public void testBulkCreateDocument() throws IOException {
        ArrayList<User> list = new ArrayList<>();
        list.add(new User("111", 1));
        list.add(new User("222", 2));
        list.add(new User("333", 3));

        BulkRequest request = new BulkRequest();
        request.timeout("10s");

        for (int i = 0; i < list.size(); i++) {
            IndexRequest request1 = new IndexRequest("test_index")
                    .id(""+i)
                    .source(JSON.toJSONString(list.get(i)), XContentType.JSON);
            request.add(request1);
        }

        BulkResponse response = client.bulk(request, RequestOptions.DEFAULT);
        System.out.println(response.hasFailures());
    }


    // 查询
    @Test
    public void testSearch() throws IOException {
        SearchRequest searchRequest = new SearchRequest("test_index");
        // 构建搜索条件
        SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();
        // 查询条件，我们可以使用 QueryBuilders 工具实现
        // QueryBuilders.termQuery 精确匹配
        // QueryBuilders.matchAllQuery() 匹配所有
        TermQueryBuilder termQueryBuilder = QueryBuilders.termQuery("name", "111");
        sourceBuilder.query(termQueryBuilder);
//      sourceBuilder.from();
//      sourceBuilder.size();
//      new HighlightBuilder();
//      sourceBuilder.highlighter();
        sourceBuilder.timeout(new TimeValue(60, TimeUnit.SECONDS));

        searchRequest.source(sourceBuilder);

        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);
        System.out.println(JSON.toJSONString(searchResponse.getHits()));

        System.out.println("===============================");

        for (SearchHit hit: searchResponse.getHits().getHits()){
            System.out.println(hit.getSourceAsMap());
        }
    }


    // 添加测试数据
    @Test
    void addTestData() throws IOException {
        ArrayList<User> list = new ArrayList<>();
        for (int i = 0; i <20; i++) {
            list.add(new User("java"+i, i));
        }

        ArrayList<User> list2 = new ArrayList<>();
        for (int i = 0; i <20; i++) {
            list2.add(new User("vue"+i, i));
        }

        BulkRequest request = new BulkRequest();
        request.timeout("10s");

        for (int i = 0; i < list.size(); i++) {
            IndexRequest request1 = new IndexRequest("test_index")
                    .source(JSON.toJSONString(list.get(i)), XContentType.JSON);
            request.add(request1);
        }

        for (int i = 0; i < list2.size(); i++) {
            IndexRequest request2 = new IndexRequest("test_index")
                    .source(JSON.toJSONString(list2.get(i)), XContentType.JSON);
            request.add(request2);
        }

        BulkResponse response = client.bulk(request, RequestOptions.DEFAULT);
        System.out.println(response.hasFailures());
    }
}

    6、TestController.java

    package com.geovis.elasticsearchapi.controller;


import com.geovis.elasticsearchapi.service.TestService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

import java.io.IOException;
import java.util.List;
import java.util.Map;

@RestController
@RequestMapping("/test")
public class TestController {

    @Autowired
    private TestService testService;

    @GetMapping("/searchPage")
    public List<Map<String, Object>> searchPage(@RequestParam String keyword, @RequestParam int pageNo, @RequestParam int pageSize) throws IOException {
        return testService.searchPage(keyword, pageNo, pageSize);
    }
}

    7、TestService.java

    package com.geovis.elasticsearchapi.service;


import org.apache.lucene.queryparser.xml.builders.BooleanQueryBuilder;
import org.elasticsearch.action.search.SearchRequest;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.client.RequestOptions;
import org.elasticsearch.client.RestHighLevelClient;
import org.elasticsearch.common.unit.TimeValue;
import org.elasticsearch.index.query.*;
import org.elasticsearch.search.SearchHit;
import org.elasticsearch.search.builder.SearchSourceBuilder;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.stereotype.Service;

import java.io.IOException;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.TimeUnit;

@Service
public class TestService {

    @Autowired
    @Qualifier("restHighLevelClient")
    private RestHighLevelClient client;

    // ElasticSearch 5.0以后，String字段被拆分成两种新的数据类型: text用于全文搜索，会分词,而keyword用于关键词搜索，不进行分词
    // term：精确查询， 这种查询适合keyword、numeric、date等明确值的
    public List<Map<String, Object>> searchPage(String keyword, int pageNo, int pageSize) throws IOException {
        // 创建搜索
        SearchRequest searchRequest = new SearchRequest("test_index");
        SearchSourceBuilder sourceBuilder = new SearchSourceBuilder();

        // 模糊匹配
        BoolQueryBuilder booleanQueryBuilder = new BoolQueryBuilder();
//        TermQueryBuilder termQueryBuilder = QueryBuilders.termQuery("name", "*"+keyword+"*");
        WildcardQueryBuilder wildcardQueryBuilder = QueryBuilders.wildcardQuery("name", "*"+keyword+"*");
        booleanQueryBuilder.must(wildcardQueryBuilder);
        sourceBuilder.query(booleanQueryBuilder);
        sourceBuilder.timeout(new TimeValue(60, TimeUnit.SECONDS));

        // 分页
        sourceBuilder.from(pageNo);
        sourceBuilder.size(pageSize);

        // 执行搜索
        searchRequest.source(sourceBuilder);
        SearchResponse searchResponse = client.search(searchRequest, RequestOptions.DEFAULT);

        // 封装结果
        ArrayList<Map<String, Object>> result = new ArrayList<>();
        SearchHit[] hits = searchResponse.getHits().getHits();
        for (int i = 0; i < hits.length; i++) {
            Map<String, Object> map = hits[i].getSourceAsMap();
            result.add(map);
        }
        return result;
    }
}

    8、User.java

    package com.geovis.elasticsearchapi.pojo;


import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;

@Data
@Builder
@AllArgsConstructor
@NoArgsConstructor
public class User {

    private String name;
    private int age;
}
    1639662223(1).png 1639662303(1).png

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