springboot2.1.6集成elasticsearch6.4.3如何实现全文搜索
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由于项目需要elasticsearch做全文搜索,其基本介绍如下:
简介:ElasticSearch是一个基于Lucene的搜索服务器。它提供了一个分布式多用户能力的全文搜索引擎,基于RESTful web接口。Elasticsearch是用Java开发的,并作为Apache许可条款下的开放源码发布,是当前流行的企业级搜索引擎。设计用于云计算中,能够达到实时搜索,稳定,可靠,快速,安装使用方便。官方客户端在Java、.NET(C#)、PHP、Python、Apache Groovy、Ruby和许多其他语言中都是可用的。根据DB-Engines的排名显示,Elasticsearch是最受欢迎的企业搜索引擎,其次是Apache Solr,也是基于Lucene。
springboot整合elasticsearch常有方式主要有三种:
1.Java API基于TCP和ES通信,官方已经明确表示在ES 7.0版本中将弃用TransportClient客户端,且在8.0版本中完全移除它,所以不提倡。2.REST Client上面的方式1是基于TCP和ES通信的(而且TransPort将来会被抛弃……),官方也给出了基于HTTP的客户端REST Client(推荐使用),官方给出来的REST Client有Java Low Level REST Client和Java Hight Level REST Client两个,前者兼容所有版本的ES,后者是基于前者开发出来的,只暴露了部分API.3.spring-data-elasticsearch除了上述方式,Spring也提供了本身基于SpringData实现的一套方案spring-data-elasticsearch
spring-data-elasticsearch集成Es这种方式,封装了比较常见的es操作,和JPA操作数据库一样便捷,只需要继承 ElasticsearchRepository就可以实现常见的es操作了。
public interface UserESRepository extends ElasticsearchRepository{}
在测试的过程中,鼓捣了两天多都好无进展,始终报如下错误:
Caused by: org.elasticsearch.client.transport.NoNodeAvailableException: None of the configured nodes are available: [{#transport#-1}{kgdgqCDKRlm9rjdj2B_s8A}{47.89.250.94}{47.89.250.94:9300}]
看了很多博客,基本上说是端口和cluster-name 不对应的造成的,可是改了之后还是报错,后来才知道版本不对应造成的。
1.使用IDEA创建springboot项目
依赖文件build.gradle:
plugins { id 'org.springframework.boot' version '2.1.6.RELEASE' id 'java'}apply plugin: 'io.spring.dependency-management'group = 'com.example'version = '0.0.1-SNAPSHOT'sourceCompatibility = '1.8'repositories { mavenCentral()}dependencies { implementation 'org.springframework.boot:spring-boot-starter-data-elasticsearch' implementation 'org.springframework.boot:spring-boot-starter-web' testImplementation 'org.springframework.boot:spring-boot-starter-test'}
配置文件application.yml:
spring: data: elasticsearch: cluster-name: EStest cluster-nodes: 127.0.0.1:9300server: port: 8080
2.下载elasticsearch
到官网:https://www.elastic.co/cn/downloads/past-releases/官网
可以下载历史版本,最新版本为(7.2.0),不建议使用最新的
我使用的版本:
springboot版本 | Elasticsearch版本 |
---|---|
2.1.6 | 6.4.3 |
下载后文件目录:
进入config文件夹后,修改 elasticsearch.yml :
# ======================== Elasticsearch Configuration =========================## NOTE: Elasticsearch comes with reasonable defaults for most settings.# Before you set out to tweak and tune the configuration, make sure you# understand what are you trying to accomplish and the consequences.## The primary way of configuring a node is via this file. This template lists# the most important settings you may want to configure for a production cluster.## Please consult the documentation for further information on configuration options:# https://www.elastic.co/guide/en/elasticsearch/reference/index.html## ---------------------------------- Cluster -----------------------------------## Use a descriptive name for your cluster:#cluster.name: EStest## ------------------------------------ Node ------------------------------------## Use a descriptive name for the node:#node.name: node-1## Add custom attributes to the node:##node.attr.rack: r1## ----------------------------------- Paths ------------------------------------## Path to directory where to store the data (separate multiple locations by comma):##path.data: /path/to/data## Path to log files:##path.logs: /path/to/logs## ----------------------------------- Memory -----------------------------------## Lock the memory on startup:##bootstrap.memory_lock: true## Make sure that the heap size is set to about half the memory available# on the system and that the owner of the process is allowed to use this# limit.## Elasticsearch performs poorly when the system is swapping the memory.## ---------------------------------- Network -----------------------------------## Set the bind address to a specific IP (IPv4 or IPv6):#network.host: 0.0.0.0## Set a custom port for HTTP:#http.port: 9200## For more information, consult the network module documentation.## --------------------------------- Discovery ----------------------------------## Pass an initial list of hosts to perform discovery when new node is started:# The default list of hosts is ["127.0.0.1", "[::1]"]##discovery.zen.ping.unicast.hosts: ["host1", "host2"]## Prevent the "split brain" by configuring the majority of nodes (total number of master-eligible nodes / 2 + 1):##discovery.zen.minimum_master_nodes:## For more information, consult the zen discovery module documentation.## ---------------------------------- Gateway -----------------------------------## Block initial recovery after a full cluster restart until N nodes are started:##gateway.recover_after_nodes: 3## For more information, consult the gateway module documentation.## ---------------------------------- Various -----------------------------------## Require explicit names when deleting indices:##action.destructive_requires_name: truehttp.cors.enabled: truehttp.cors.allow-origin: "*"node.master: truenode.data: true
提示: 这里的cluster.name: EStest 要与application.yml中的cluster-name: EStest保持一致
启动 elasticsearch 脚本,双击即可启动
在浏览器中输入http://localhost:9200/ ,出现如下就说明启动成功:
3.添加数据到es,并实现搜索
<1>创建实体:
package com.example.demo;import com.fasterxml.jackson.annotation.JsonFormat;import lombok.Data;import lombok.experimental.Accessors;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;import java.io.Serializable;/* *@Description: Blog实体 *@ClassName: BlogModel *@Author: zzq *@Date: 2019/7/19 17:47 *@Version: 1.0 */@Data@Accessors(chain = true)@Document(indexName = "blog", type = "user")public class BlogModel implements Serializable { private static final long serialVersionUID = 1L; @Id private Long id; @Field(type = FieldType.Text, analyzer = "ik_max_word") private String title; //@Field(type = FieldType.Date, format = DateFormat.basic_date) public BlogModel(){ } public BlogModel(Long id, String title) { this.id = id; this.title = title; } public Long getId() { return id; } public void setId(Long id) { this.id = id; } public String getTitle() { return title; } public void setTitle(String title) { this.title = title; } @Override public String toString() { return "BlogModel{" + "id='" + id + '\'' + ", title='" + title + '\'' + '}'; }}
<2> 创建操作数据的Repository
package com.example.demo;import org.springframework.data.elasticsearch.repository.ElasticsearchRepository;/* *@Description: 数据仓库 *@ClassName: BlogRepository *@Author: zzq *@Date: 2019/7/19 17:48 *@Version: 1.0 */public interface BlogRepository extends ElasticsearchRepository{}
<3>创建controller
package com.example.demo;import org.springframework.beans.factory.annotation.Autowired;import org.springframework.stereotype.Repository;import org.springframework.web.bind.annotation.GetMapping;import org.springframework.web.bind.annotation.RequestMapping;import org.springframework.web.bind.annotation.RestController;import java.util.List;/* *@Description: controller *@ClassName: BlogController *@Author: zzq *@Date: 2019/7/19 17:49 *@Version: 1.0 */@RestController@RequestMapping("/blog")@Repositorypublic class BlogController { @Autowired private BlogRepository blogRepository; @GetMapping("/save") public String add() { BlogModel blogModel = new BlogModel(); blogModel.setTitle("superheros"); blogRepository.save(blogModel); return "ok"; } private String title = ""; @GetMapping("/get") public String get(){ Iterablelist = (List ) blogRepository.findAll(); list.forEach(blogModel -> { title += blogModel.toString() + "\n"; }); return title; }}
<4>启动入口
package com.example.demo;import org.springframework.boot.SpringApplication;import org.springframework.boot.autoconfigure.SpringBootApplication;@SpringBootApplicationpublic class ElasticsearchApplication { public static void main(String[] args) { SpringApplication.run(ElasticsearchApplication.class, args); }}
4.结果
查询:
d
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