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Commit 758102e

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add elasticsearch example
1 parent 4dbdb96 commit 758102e

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9 files changed

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‎spring-boot-elasticsearch/pom.xml

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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<groupId>com.neo</groupId>
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<artifactId>spring-boot-elasticsearch</artifactId>
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<version>1.0</version>
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<packaging>jar</packaging>
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<name>spring-boot-elasticsearch</name>
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<description>Demo project for Spring Boot</description>
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<parent>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-parent</artifactId>
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<version>2.1.0.RELEASE</version>
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</parent>
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<properties>
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<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
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<java.version>1.8</java.version>
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</properties>
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<dependencies>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-data-elasticsearch</artifactId>
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</dependency>
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<dependency>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-starter-test</artifactId>
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<scope>test</scope>
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</dependency>
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</dependencies>
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<build>
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<plugins>
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<plugin>
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<groupId>org.springframework.boot</groupId>
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<artifactId>spring-boot-maven-plugin</artifactId>
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</plugin>
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</plugins>
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</build>
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</project>
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package com.neo;
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import org.springframework.boot.SpringApplication;
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import org.springframework.boot.autoconfigure.SpringBootApplication;
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@SpringBootApplication
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public class ElasticsearchApplication {
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public static void main(String[] args) {
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SpringApplication.run(ElasticsearchApplication.class, args);
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}
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}
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package com.neo.model;
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import org.springframework.data.annotation.Id;
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import org.springframework.data.elasticsearch.annotations.Document;
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import org.springframework.data.elasticsearch.annotations.Field;
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@Document(indexName = "customer", type = "customer", shards = 1, replicas = 0, refreshInterval = "-1")
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public class Customer {
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//Id注解加上后,在Elasticsearch里相应于该列就是主键了,在查询时就可以直接用主键查询
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@Id
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private String id;
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private String userName;
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private String address;
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private int age;
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public Customer() {
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}
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public Customer(String userName, String address, int age) {
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this.userName = userName;
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this.address = address;
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this.age = age;
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}
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public String getId() {
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return this.id;
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}
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public void setId(String id) {
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this.id = id;
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}
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public String getUserName() {
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return userName;
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}
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public void setUserName(String userName) {
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this.userName = userName;
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}
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public String getAddress() {
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return address;
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}
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public int getAge() {
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return age;
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}
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public void setAge(int age) {
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this.age = age;
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}
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public void setAddress(String address) {
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this.address = address;
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}
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@Override
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public String toString() {
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return "Customer{" +
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"id='" + id + '\'' +
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", userName='" + userName + '\'' +
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", address='" + address + '\'' +
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", age=" + age +
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'}';
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}
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}
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package com.neo.repository;
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import com.neo.model.Customer;
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import org.springframework.data.domain.Page;
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import org.springframework.data.domain.Pageable;
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import org.springframework.data.elasticsearch.repository.ElasticsearchRepository;
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import java.util.List;
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public interface CustomerRepository extends ElasticsearchRepository<Customer, String> {
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public List<Customer> findByAddress(String address);
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public Customer findByUserName(String userName);
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public int deleteByUserName(String userName);
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public Page<Customer> findByAddress(String address, Pageable pageable);
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}
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package com.neo.service;
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import com.neo.model.Customer;
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import java.util.List;
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public interface CustomersInterface {
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public List<Customer> searchCity(Integer pageNumber, Integer pageSize, String searchContent);
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}
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package com.neo.service.impl;
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import com.neo.model.Customer;
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import com.neo.repository.CustomerRepository;
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import com.neo.service.CustomersInterface;
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import org.elasticsearch.index.query.QueryBuilders;
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import org.elasticsearch.index.query.functionscore.FunctionScoreQueryBuilder;
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import org.elasticsearch.index.query.functionscore.ScoreFunctionBuilders;
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import org.slf4j.Logger;
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import org.slf4j.LoggerFactory;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.data.domain.Page;
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import org.springframework.data.domain.PageRequest;
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import org.springframework.data.domain.Pageable;
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import org.springframework.data.elasticsearch.core.query.NativeSearchQueryBuilder;
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import org.springframework.data.elasticsearch.core.query.SearchQuery;
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import java.util.List;
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public class CustomersInterfaceImpl implements CustomersInterface {
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Logger logger= LoggerFactory.getLogger(this.getClass());
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@Autowired
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private CustomerRepository customerRepository;
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@Override
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public List<Customer> searchCity(Integer pageNumber, Integer pageSize, String searchContent) {
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/* // 分页参数
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Pageable pageable = new PageRequest(pageNumber, pageSize);
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// Function Score Query
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FunctionScoreQueryBuilder functionScoreQueryBuilder = QueryBuilders.functionScoreQuery()
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.add(QueryBuilders.boolQuery().should(QueryBuilders.matchQuery("cityname", searchContent)),
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ScoreFunctionBuilders.weightFactorFunction(1000))
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.add(QueryBuilders.boolQuery().should(QueryBuilders.matchQuery("description", searchContent)),
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ScoreFunctionBuilders.weightFactorFunction(100));
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// 创建搜索 DSL 查询
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SearchQuery searchQuery = new NativeSearchQueryBuilder()
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.withPageable(pageable)
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.withQuery(functionScoreQueryBuilder).build();
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logger.info("\n searchCity(): searchContent [" + searchContent + "] \n DSL = \n " + searchQuery.getQuery().toString());
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Page<Customer> searchPageResults = customerRepository.search(searchQuery);
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return searchPageResults.getContent();
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*/
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return null;
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}
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}
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spring.data.elasticsearch.cluster-name=es-mongodb
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spring.data.elasticsearch.cluster-nodes=192.168.0.53:9300
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package com.neo;
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import org.junit.Test;
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import org.junit.runner.RunWith;
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import org.springframework.boot.test.context.SpringBootTest;
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import org.springframework.test.context.junit4.SpringJUnit4ClassRunner;
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import org.springframework.test.context.junit4.SpringRunner;
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@RunWith(SpringRunner.class)
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@SpringBootTest
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public class ElasticsearchApplicationTests {
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@Test
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public void contextLoads() {
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System.out.println("Spring Boot Test");
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}
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}
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package com.neo.repository;
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import com.neo.model.Customer;
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import org.elasticsearch.action.search.SearchResponse;
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import org.elasticsearch.index.query.QueryBuilder;
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import org.elasticsearch.index.query.QueryBuilders;
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import org.elasticsearch.search.aggregations.Aggregation;
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import org.elasticsearch.search.aggregations.AggregationBuilders;
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import org.elasticsearch.search.aggregations.Aggregations;
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import org.elasticsearch.search.aggregations.metrics.sum.InternalSum;
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import org.elasticsearch.search.aggregations.metrics.sum.SumAggregationBuilder;
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import org.junit.Test;
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import org.junit.runner.RunWith;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.boot.test.context.SpringBootTest;
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import org.springframework.data.domain.Page;
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import org.springframework.data.domain.PageRequest;
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import org.springframework.data.domain.Pageable;
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import org.springframework.data.domain.Sort;
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import org.springframework.data.elasticsearch.core.ElasticsearchTemplate;
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import org.springframework.data.elasticsearch.core.ResultsExtractor;
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import org.springframework.data.elasticsearch.core.query.NativeSearchQueryBuilder;
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import org.springframework.data.elasticsearch.core.query.SearchQuery;
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import org.springframework.test.context.junit4.SpringRunner;
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import java.util.List;
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import java.util.Map;
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@RunWith(SpringRunner.class)
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@SpringBootTest
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public class CustomerRepositoryTest {
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@Autowired
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private CustomerRepository repository;
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@Autowired
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private ElasticsearchTemplate elasticsearchTemplate;
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@Test
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public void saveCustomers() {
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repository.save(new Customer("Alice", "北京",13));
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repository.save(new Customer("Bob", "北京",23));
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repository.save(new Customer("neo", "西安",30));
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repository.save(new Customer("summer", "烟台",22));
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}
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@Test
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public void fetchAllCustomers() {
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System.out.println("Customers found with findAll():");
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System.out.println("-------------------------------");
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Iterable<Customer> iterable=repository.findAll();
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for (Customer customer :iterable) {
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System.out.println(customer);
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}
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}
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@Test
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public void deleteCustomers() {
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repository.deleteAll();
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// repository.deleteByUserName("neo");
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}
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@Test
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public void updateCustomers() {
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Customer customer= repository.findByUserName("summer");
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System.out.println(customer);
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customer.setAddress("北京市海淀区西直门");
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repository.save(customer);
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Customer xcustomer=repository.findByUserName("summer");
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System.out.println(xcustomer);
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}
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@Test
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public void fetchIndividualCustomers() {
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System.out.println("Customer found with findByUserName('summer'):");
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System.out.println("--------------------------------");
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System.out.println(repository.findByUserName("summer"));
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System.out.println("--------------------------------");
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System.out.println("Customers found with findByAddress(\"北京\"):");
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String q="北京";
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for (Customer customer : repository.findByAddress(q)) {
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System.out.println(customer);
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}
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}
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@Test
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public void fetchPageCustomers() {
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System.out.println("Customers found with fetchPageCustomers:");
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System.out.println("-------------------------------");
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Sort sort = new Sort(Sort.Direction.DESC, "address.keyword");
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Pageable pageable = PageRequest.of(0, 10, sort);
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Page<Customer> customers=repository.findByAddress("北京", pageable);
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System.out.println("Page customers "+customers.getContent().toString());
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}
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@Test
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public void fetchPage2Customers() {
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System.out.println("Customers found with fetchPageCustomers:");
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System.out.println("-------------------------------");
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QueryBuilder customerQuery = QueryBuilders.boolQuery()
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.must(QueryBuilders.matchQuery("address", "北京"));
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Page<Customer> page = repository.search(customerQuery, PageRequest.of(0, 10));
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System.out.println("Page customers "+page.getContent().toString());
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page = repository.search(customerQuery, PageRequest.of(1, 10));
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System.out.println("Page customers "+page.getContent().toString());
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}
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@Test
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public void fetchAggregation() {
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System.out.println("Customers found with fetchAggregation:");
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System.out.println("-------------------------------");
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QueryBuilder customerQuery = QueryBuilders.boolQuery()
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.must(QueryBuilders.matchQuery("address", "北京"));
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SumAggregationBuilder sumBuilder = AggregationBuilders.sum("sumAge").field("age");
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SearchQuery searchQuery = new NativeSearchQueryBuilder()
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.withQuery(customerQuery)
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.addAggregation(sumBuilder)
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.build();
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Aggregations aggregations = elasticsearchTemplate.query(searchQuery, new ResultsExtractor<Aggregations>() {
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@Override
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public Aggregations extract(SearchResponse response) {
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return response.getAggregations();
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}
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});
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//转换成map集合
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Map<String, Aggregation> aggregationMap = aggregations.asMap();
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//获得对应的聚合函数的聚合子类,该聚合子类也是个map集合,里面的value就是桶Bucket,我们要获得Bucket
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InternalSum sumAge = (InternalSum) aggregationMap.get("sumAge");
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System.out.println("sum age is "+sumAge.getValue());
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}
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}

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