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elasticsearch入门 springboot2集成elasticsearch 实现全文搜索

springboot整合elasticsearch常用的方式有以下三种

1,Java API

这种方式基于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,待完善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我们今天就来为大家讲解spring-data-elasticsearch这种方式来集成es。为什们推荐这种呢,因为这种方式spring为我们封装了常见的es操作。和使用jpa操作数据库一样方便。用过jpa的同学一定知道。

jpa只需要简单继承JpaRepository就可以实现对数据库表的crud操作

public interface UserRepository extends JpaRepository<UserBean, Long> {}

spring-data-elasticsearch同样,只要继承ElasticsearchRepository就可以实现常见的es操作了。

public interface UserESRepository extends ElasticsearchRepository<UserBean, Long> {}

下面我们就来讲解下springboot2继承 spring-data-elasticsearch的具体步骤。

springboot版本Elasticsearch版本2.1.3.RELEASE6.4.3

一,首先是创建springboot项目

如上图箭头所指,springboot版本选2.1.3,然后添加web和elasticsearch仓库

创建项目完成后,我们完整的pom.xml文件如下<?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 http://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>2.1.3.RELEASE</version>

<relativePath/> <!-- lookup parent from repository -->

</parent>

<groupId>com.qcl</groupId>

<artifactId>es</artifactId>

<version>0.0.1</version>

<name>es</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-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-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>

spring-boot-starter-data-elasticsearch:就是我们所需要集成的es。

<dependency>

<groupId>org.springframework.boot</groupId>

<artifactId>spring-boot-starter-data-elasticsearch</artifactId>

</dependency>

二,下载elasticsearch本地版本

这里下载本地elasticsearch,其实和我们下载本地MysqL是一样的,你要用elasticsearch肯定要下载一个本地版本用来存储查询数据啊。

下面来简单的讲解下elasticsearch版本的下载步骤

1,到官网

https://www.elastic.co/downloads/

选择箭头所指,点击download

选择你所对应的系统,这里要注意,虽然官方最新版本是6.6.2,我们springboot项目里使用的是6.4.3版本。这个没有关系的,官方版本是向下兼容的。2,下载成功后解压,并进入到config文件夹下

进入config文件夹后,找到elasticsearch.yml

然后用下面这个文件替换elasticsearch.yml里面的内容

# ======================== 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 @R_81_4045@ion on configuration options:

# https://www.elastic.co/guide/en/elasticsearch/reference/index.html

#

# ---------------------------------- Cluster -----------------------------------

#

# Use a descriptive name for your cluster:

#

cluster.name: my-application

#

# ------------------------------------ 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 @R_81_4045@ion, 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 @R_81_4045@ion, 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 @R_81_4045@ion, consult the gateway module documentation.

#

# ---------------------------------- VarIoUs -----------------------------------

#

# Require explicit names when deleting indices:

#

#action.destructive_requires_name: true

#qcl自己加的

http.cors.enabled: true

http.cors.allow-origin: "*"

node.master: true

node.data: true

这里的cluster.name: my-application就代表我们的es的名称叫my-application

3,启动es

进入到bin文件

点击elasticsearch脚本,即可启动es,脚本运行完,在浏览器中输入http://localhost:9200/如果出现下面信息,就代表es启动成功。

三,配置es

在创建的springboot项目下的application.yml做如下配置

#url相关配置,这里配置url的基本url

server:

port: 8080

spring:

## Elasticsearch配置文件(必须)

## 该配置和Elasticsearch本地文件config下的elasticsearch.yml中的配置信息有关

data:

elasticsearch:

cluster-name: my-application

cluster-nodes: 127.0.0.1:9300

四,添加数据到es,并实现搜索

1,创建bean

我们像jpa那样,创建es自己的bean,如下package com.qcl.es;

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;

/**

* Created by qcl on 2018/7/10.

* ES相关

*/

@Document(indexName = "user", type = "docs", shards = 1, replicas = 0)

public class UserES {

//主键自增长

@Id

private Long id;//主键

@Field(type = FieldType.Text, analyzer = "ik_max_word")

private String userName;

private String userPhone;

public Long getId() {

return id;

}

public void setId(Long id) {

this.id = id;

}

public String getUserName() {

return userName;

}

public void setUserName(String userName) {

this.userName = userName;

}

public String getUserPhone() {

return userPhone;

}

public void setUserPhone(String userPhone) {

this.userPhone = userPhone;

}

@Override

public String toString() {

return "UserES{" +

"userId=" + id +

", userName='" + userName + ''' +

", userPhone='" + userPhone + ''' +

'}';

}

}

2,创建操作数据的Repository

package com.qcl.es;

import org.springframework.data.elasticsearch.repository.ElasticsearchRepository;

/**

* Created by qcl on 2019-03-23

* 微信:2501902696

* desc:

*/

public interface UserESRepository extends ElasticsearchRepository<UserES, Long> {}

3,创建controller

package com.qcl.es;

import org.elasticsearch.index.query.QueryBuilders;

import org.springframework.beans.factory.annotation.Autowired;

import org.springframework.data.domain.Page;

import org.springframework.data.elasticsearch.core.query.NativeSearchQueryBuilder;

import org.springframework.web.bind.annotation.GetMapping;

import org.springframework.web.bind.annotation.RequestParam;

import org.springframework.web.bind.annotation.RestController;

/**

* Created by qcl on 2019-03-23

* 微信:2501902696

* desc:

*/

@RestController

public class UserController {

@Autowired

private UserESRepository repositoryES;

@GetMapping("/create")

public String create(

@RequestParam("id") Long id,

@RequestParam("userName") String userName,

@RequestParam("userPhone") String userPhone) {

UserES userES = new UserES();

userES.setId(id);

userES.setUserName(userName);

userES.setUserPhone(userPhone);

return repositoryES.save(userES).toString();

}

private String names;

@GetMapping("/get")

public String get() {

names = "";

Iterable<UserES> userES = repositoryES.findAll();

userES.forEach(userES1 -> {

names += userES1.toString() + "n";

});

return names;

}

private String searchs = "";

@GetMapping("/search")

public String search(@RequestParam("searchKey") String searchKey) {

searchs = "";

// 构建查询条件

NativeSearchQueryBuilder queryBuilder = new NativeSearchQueryBuilder();

// 添加基本分词查询

queryBuilder.withQuery(QueryBuilders.matchQuery("userName", searchKey));

// 搜索获取结果

Page<UserES> items = repositoryES.search(queryBuilder.build());

// 总条数

long total = items.getTotalElements();

searchs += "总共数据数:" + total + "n";

items.forEach(userES -> {

searchs += userES.toString() + "n";

});

return searchs;

}

}

启动springboot项目

我们简单的实现了

往es里插入数据查询所有数据根据搜索key,搜索信息验证

插入一个userName='李四'&userPhone='272501902696'的数据http://localhost:8080/create?id=5&userName='李四'&userPhone='272501902696'

查询上面的数据是否插入成功,可以看到李四这条数据已经成功插入。

搜索 userName包含'四'的信息,可以看到,成功感搜索到一条

搜索 userName包含'石'的信息,可以看到,成功感搜索到4条

到此我们就实现了springboot集成es的功能。后面我们再做复杂搜索就基于这个基础上做对应的操作即可。

有任何关于编程的问题都可以留言或者私信我,我看到后会及时解答。

编程小石头,码农一枚,非著名全栈开发人员。分享自己的一些经验,学习心得,希望后来人少走弯路,少填坑。

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