SpringBoot框架集成ElasticSearch实现过程示例详解
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2022-11-05 17:56:05
目录依赖与springboot集成配置类实体类测试例子resthighlevelclient直接操作索引操作文档操作检索操作依赖springboot版本：2.4.2
依赖
springboot版本：2.4.2
<dependencies>
<!--lombok-->
<dependency>
<groupid>org.projectlombok</groupid>
<artifactid>lombok</artifactid>
<optional>true</optional>
</dependency>
<dependency>
<groupid>org.springframework.boot</groupid>
<artifactid>spring-boot-starter-data-elasticsearch</artifactid>
</dependency>
<dependency>
<groupid>org.springframework.boot</groupid>
<artifactid>spring-boot-starter-web</artifactid>
</dependency>
<dependency>
<groupid>org.springframework.boot</groupid>
<artifactid>spring-boot-devtools</artifactid>
<optional>true</optional>
<scope>true</scope>
</dependency>
<dependency>
<groupid>com.alibaba</groupid>
<artifactid>fastjson</artifactid>
<version>1.2.47</version>
</dependency>
</dependencies>
<dependencymanagement>
<dependencies>
<dependency>
<groupid>org.springframework.cloud</groupid>
<artifactid>spring-cloud-dependencies</artifactid>
<version>2020.0.1</version>
<type>pom</type>
<scope>import</scope>
</dependency>
<dependency>
<groupid>com.alibaba.cloud</groupid>
<artifactid>spring-cloud-alibaba-dependencies</artifactid>
<version>2021.1</version>
<type>pom</type>
<scope>import</scope>
</dependency>
</dependencies>
</dependencymanagement>
先了解一下curl方式操作es
与springboot集成
配置类
import org.elasticsearch.client.resthighlevelclient;
import org.springframework.context.annotation.bean;
import org.springframework.context.annotation.configuration;
import org.springframework.data.elasticsearch.client.clientconfiguration;
import org.springframework.data.elasticsearch.client.restclients;
import org.springframework.data.elasticsearch.config.abstractelasticsearchconfiguration;
@configuration
public class elasticsearchconfig extends abstractelasticsearchconfiguration {
@override
@bean
public resthighlevelclient elasticsearchclient() {
final clientconfiguration clientconfiguration = clientconfiguration.builder()
.connectedto("localhost:9200")
.build();
return restclients.create(clientconfiguration).rest();
}
}
实体类
import lombok.data;
import org.springframework.data.annotation.id;
import org.springframework.data.elasticsearch.annotations.document;
import org.springframework.data.elasticsearch.annotations.field;
import org.springframework.data.elasticsearch.annotations.fieldtype;
@data
@document(indexname = "product", shards = 3, replicas = 1)
public class product {
//必须有 id,这里的 id 是全局唯一的标识，等同于 es 中的"_id"
@id
private long id;//商品唯一标识
/**
* type : 字段数据类型
* analyzer : 分词器类型
* index : 是否索引(默认:true)
* keyword : 短语,不进行分词
*/
@field(type = fieldtype.text, analyzer = "ik_max_word")
private string title;//商品名称
@field(type = fieldtype.keyword)
private string category;//分类名称
@field(type = fieldtype.double)
private double price;//商品价格
@field(type = fieldtype.keyword, index = false)
private string images;//图片地址
}
测试例子
@restcontroller
@requestmapping
public class testescontroller {
@autowired
private elasticsearchresttemplate elasticsearchresttemplate;
@resource
productmapper productmapper;
@getmapping
public void createindex() {
//创建索引，系统初始化会自动创建索引
system.out.println("创建索引");
}
@deletemapping
public void deleteindex() {
//创建索引，系统初始化会自动创建索引
boolean flg = elasticsearchresttemplate.deleteindex(product.class);
system.out.println("删除索引 = " + flg);
}
@postmapping
public void save(){
product product = new product();
product.setid(1l);
product.settitle("华为手机");
product.setcategory("手机");
product.setprice(2999.0);
product.setimages("http://www.atguigu/hw.jpg");
productmapper.save(product);
}
@putmapping
public void update(){
product product = new product();
product.setid(1l);
product.settitle("小米 2 手机");
product.setcategory("手机");
product.setprice(9999.0);
product.setimages("http://www.atguigu/xm.jpg");
productmapper.save(product);
}
@getmapping("/findbyid")
public void findbyid(){
product product = productmapper.findbyid(1l).get();
system.out.println(product);
}
@getmapping("/findall")
public void findall(){
iterable<product> products = productmapper.findall();
for (product product : products) {
system.out.println(product);
}
}
//删除
@deletemapping("/deldocument")
public void delete(){
product product = new product();
product.setid(1l);
productmapper.delete(product);
}
//批量新增
@postmapping("/addbatch")
public void saveall(){
list<product> productlist = new arraylist<>();
for (int i = 0; i < 10; i++) {
product product = new product();
product.setid(long.valueof(i));
product.settitle("["+i+"]小米手机");
product.setcategory("手机");
product.setprice(1999.0+i);
product.setimages("http://www.atguigu/xm.jpg");
productlist.add(product);
}
productmapper.saveall(productlist);
}
//分页查询
@getmapping("/findbypageable")
public void findbypageable(){
//设置排序(排序方式，正序还是倒序，排序的 id)
sort sort = sort.by(sort.direction.desc,"id");
int currentpage=0;//当前页，第一页从 0 开始， 1 表示第二页
int pagesize = 5;//每页显示多少条
//设置查询分页
pagerequest pagerequest = pagerequest.of(currentpage, pagesize,sort);
//分页查询
page<product> productpage = productmapper.findall(pagerequest);
for (product product : productpage.getcontent()) {
system.out.println(product);
}
}
}
resthighlevelclient直接操作
这些操作，就是javaapi，和上图中，通过http方式和es交互式类似的
索引操作
/**
* 这里时测试，开发时：通过 estemplate操作。spring进行了封装
*/
@slf4j
public class esindextestcase {
public static void main(string[] args) throws ioexception {
// 创建客户端
resthighlevelclient esclient = new resthighlevelclient(restclient.builder(new httphost("localhost", 9200)));
// 创建索引
// createindexrequest indexrequest = new createindexrequest("book");
// createindexresponse indexresponse = esclient.indices().create(indexrequest, requestoptions.default);
// boolean acknowledged = indexresponse.isacknowledged();
// log.error("响应{}",acknowledged);
// 查询索引
// getindexrequest getindexrequest = new getindexrequest("book");
// getindexresponse getindexresponse = esclient.indices().get(getindexrequest, requestoptions.default);
// log.info("getaliases:{}",getindexresponse.getaliases());
// log.info("getmappings:{}",getindexresponse.getmappings());
// log.info("getsettings:{}",getindexresponse.getsettings());
// 删除索引
acknowledgedresponse deleteres = esclient.indices().delete(new deleteindexrequest("book"), requestoptions.default);
boolean delack = deleteres.isacknowledged();
log.error("delack:{}",delack);
esclient.close();
}
}
文档操作
@slf4j
public class esdocmenttestcase {
public static void main(string[] args) throws ioexception {
// 创建客户端
resthighlevelclient esclient = new resthighlevelclient(restclient.builder(new httphost("localhost", 9200)));
// 新增文档
// indexrequest indexrequest = new indexrequest("user");
// indexrequest.id("1001");
// // 准备文档
// user user = new user();
// user.setname("张三");
// user.setage(22);
// user.setsex("男");
// string userjson = jsonobject.tojsonstring(user);
// indexrequest.source(userjson, xcontenttype.json);
// indexresponse indexresponse = esclient.index(indexrequest, requestoptions.default);
// log.error("getresult:==========>:{}",indexresponse.getresult());
// 批量新增文档
bulkrequest bulkrequest = new bulkrequest();
bulkrequest.add(new indexrequest("user").id("2001").source(xcontenttype.json,"name","张三","age","40","sex","男"));
bulkrequest.add(new indexrequest("user").id("2002").source(xcontenttype.json,"name","222","age","10","sex","女"));
bulkrequest.add(new indexrequest("user").id("2003").source(xcontenttype.json,"name","33333","age","20","sex","男"));
bulkrequest.add(new indexrequest("user").id("2004").source(xcontenttype.json,"name","111","age","30","sex","男"));
bulkrequest.add(new indexrequest("user").id("2005").source(xcontenttype.json,"name","2222","age","31","sex","女"));
bulkresponse bulkresponse = esclient.bulk(bulkrequest, requestoptions.default);
log.error("getresult:==========>:{}",bulkresponse.gettook());
// 更新文档（全量更新，局部更新）
// updaterequest updaterequest = new updaterequest("user", "1001");
// updaterequest.doc("sex","dddddd");
// updateresponse updateresponse = esclient.update(updaterequest, requestoptions.default);
// log.error("getresult:==========>:{}",updateresponse.getresult());
// 根据_id查询文档
// getrequest getrequest = new getrequest("user", "1001");
// getresponse getresponse = esclient.get(getrequest, requestoptions.default);
// log.error("getresult:==========>:{}",getresponse.getsource());
// 根据_id 删除数据
// deleterequest deleterequest = new deleterequest("user", "1001");
// deleteresponse deleteresponse = esclient.delete(deleterequest, requestoptions.default);
// log.error("getresult:==========>:{}",deleteresponse.getresult());
// 批量删除（和批量新增类似）
esclient.close();
}
}
检索操作
@slf4j
public class essearchtest {
public static void main(string[] args) throws ioexception {
// 创建客户端
resthighlevelclient esclient = new resthighlevelclient(restclient.builder(new httphost("localhost", 9200)));
// 查询所有
// searchrequest searchrequest = new searchrequest("user");
// searchsourcebuilder querybuilder = new searchsourcebuilder().query(querybuilders.matchallquery());
// querybuilder.from(0);
// querybuilder.size(4);
// queryabuilder.sort("age", sortorder.desc);
// searchrequest sourcerequest = searchrequest.source(querybuilder);
// searchresponse searchresponse = esclient.search(sourcerequest, requestoptions.default);
// log.error("gethits:======>{}", searchresponse.gethits().gettotalhits());
// searchresponse.gethits().foreach(hit -> system.out.println(hit.getsourceasstring()));
// 2-组合查询
// searchrequest searchrequest = new searchrequest("user");
// boolquerybuilder boolquerybuilder = querybuilders.boolquery();
// // 这里就是组合条件。和mysql where 组合类似
// boolquerybuilder.should(querybuilders.matchquery("age","30"));
// boolquerybuilder.should(querybuilders.matchquery("age","40"));
// searchsourcebuilder sourcebuilder = new searchsourcebuilder().query(boolquerybuilder);
// searchrequest.source(sourcebuilder);
// searchresponse searchresponse = esclient.search(searchrequest, requestoptions.default);
// searchresponse.gethits().foreach(hit -> system.err.println(hit.getsourceasstring()));
// 3-范围查询
// searchrequest searchrequest = new searchrequest("user");
// searchsourcebuilder sourcebuilder = new searchsourcebuilder();
// rangequerybuilder rangequery = querybuilders.rangequery("age");
// rangequery.gte("30");
// sourcebuilder.query(rangequery);
// searchrequest.source(sourcebuilder);
// searchresponse searchresponse = esclient.search(searchrequest, requestoptions.default);
// searchresponse.gethits().foreach(hit -> system.out.println(hit.getsourceasstring()));
//4-模糊查询+高亮
searchrequest searchrequest = new searchrequest("user");
searchsourcebuilder sourcebuilder = new searchsourcebuilder();
fuzzyquerybuilder fuzzyquery = querybuilders.fuzzyquery("name", "张三");
sourcebuilder.query(fuzzyquery);
highlightbuilder highlightbuilder = new highlightbuilder();
highlightbuilder.pretags("<font color='red'>");
highlightbuilder.posttags("</font>");
highlightbuilder.field("name");
sourcebuilder.highlighter(highlightbuilder);
searchrequest.source(sourcebuilder);
searchresponse searchresponse = esclient.search(searchrequest, requestoptions.default);
searchresponse.gethits().foreach(system.out::println);
// 5-聚合查询
esclient.close();
}
}
内容来自b站
https://www.bilibili.com/video/bv1hh411d7sb?p=62
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