Spring Boot 集成Sharding-jdbc + Mybatis-Plus实现分库分表

作者: Macky_He

来源:blog.csdn.net/Macky_He/article/details/95754402

一、 Sharding-jdbc简介

Sharding-jdbc是开源数据库操作中间件;定位为轻量级Java框架,在Java的JDBC层提供的额外服务。它使用客户端直连数据库,以jar包形式提供服务,无需额外部署和依赖,可理解为增强版的JDBC驱动,完全兼容JDBC和各种ORM框架。

官方文档地址:https://shardingsphere.apache.org/document/current/cn/overview/

本文demo实现了分库分表功能。

作者能力有限,如有错误,欢迎各位在评论中指出。不胜感激!

二、项目结构

首先创建一个一般的Spring boot项目,项目采用三层架构,结构图如下:项目目录结构图 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>2.1.6.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>
    <groupId>com.macky</groupId>
    <artifactId>spring-boot-shardingjdbc</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>spring-boot-shardingjdbc</name>
    <description>Demo project for spring-boot-shardingjdbc</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.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>
        <!--mysql-->
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <scope>runtime</scope>
        </dependency>
        <!--Mybatis-Plus-->
        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus-boot-starter</artifactId>
            <version>3.1.1</version>
        </dependency>
        <!--shardingsphere start-->
        <!-- for spring boot -->
        <dependency>
            <groupId>io.shardingsphere</groupId>
            <artifactId>sharding-jdbc-spring-boot-starter</artifactId>
            <version>3.1.0</version>
        </dependency>
        <!-- for spring namespace -->
        <dependency>
            <groupId>io.shardingsphere</groupId>
            <artifactId>sharding-jdbc-spring-namespace</artifactId>
            <version>3.1.0</version>
        </dependency>
        <!--shardingsphere end-->
        <!--lombok-->
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
        </dependency>
    </dependencies>

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

</project>

实体类以书本为例

package com.macky.springbootshardingjdbc.entity;

import com.baomidou.mybatisplus.annotation.TableName;
import com.baomidou.mybatisplus.extension.activerecord.Model;
import groovy.transform.EqualsAndHashCode;
import lombok.Data;
import lombok.experimental.Accessors;

/**
 * @author Macky
 * @Title class Book
 * @Description: 书籍是实体类
 * @date 2019/7/13 15:23
 */
@Data
@EqualsAndHashCode(callSuper = true)
@Accessors(chain = true)
@TableName("book")
public class Book extends Model<Book> {
    private int id;
    private String name;
    private int count;
}

开放保存和查询两个接口,代码如下:

package com.macky.springbootshardingjdbc.controller;

import com.macky.springbootshardingjdbc.entity.Book;
import com.macky.springbootshardingjdbc.service.BookService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.*;

import java.util.List;

/**
 * @author Macky
 * @Title class BookController
 * @Description: TODO
 * @date 2019/7/12 20:53
 */
@RestController
public class BookController {

    @Autowired
    BookService bookService;

    @RequestMapping(value = "/book", method = RequestMethod.GET)
    public List<Book> getItems(){
        return bookService.getBookList();
    }

    @RequestMapping(value = "/book",method = RequestMethod.POST)
    public Boolean saveItem(Book book){
        return bookService.save(book);
    }
}
BookServiceImpl.java

package com.macky.springbootshardingjdbc.service.impl;

import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.macky.springbootshardingjdbc.entity.Book;
import com.macky.springbootshardingjdbc.mapper.BookMapper;
import com.macky.springbootshardingjdbc.service.BookService;
import org.springframework.stereotype.Service;

import java.util.List;

/**
 * @author Macky
 * @Title class BookServiceImpl
 * @Description: TODO
 * @date 2019/7/12 20:47
 */
@Service
public class BookServiceImpl extends ServiceImpl<BookMapper, Book> implements BookService {

    @Override
    public List<Book> getBookList() {
        return baseMapper.selectList(Wrappers.<Book>lambdaQuery());
    }

    @Override
    public boolean save(Book book) {
        return super.save(book);
    }
}

BookMapper.java

package com.macky.springbootshardingjdbc.mapper;

import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.macky.springbootshardingjdbc.entity.Book;

/**
 * @author Macky
 * @Title class BookMapper
 * @Description: TODO
 * @date 2019/7/12 20:46
 */
public interface BookMapper extends BaseMapper<Book> {
}

创建数据库表,DDL语句如下

#创建数据库表数据
CREATE DATABASE IF NOT EXISTS `db0`;
USE `db0`;
DROP TABLE IF EXISTS `book_0`;
CREATE TABLE `book_0` (
    `id` INT ( 11 ) NOT NULL,
    `name` VARCHAR ( 255 ) DEFAULT NULL,
    `count` INT ( 11 ) DEFAULT NULL,
    PRIMARY KEY ( `id` )
) ENGINE = INNODB DEFAULT CHARSET = utf8mb4;
DROP TABLE IF EXISTS `book_1`;
CREATE TABLE `book_1` (
    `id` INT ( 11 ) NOT NULL,
    `name` VARCHAR ( 255 ) DEFAULT NULL,
    `count` INT ( 11 ) DEFAULT NULL,
    PRIMARY KEY ( `id` )
) ENGINE = INNODB DEFAULT CHARSET = utf8mb4;

CREATE DATABASE IF NOT EXISTS `db1`;
USE `db1`;
DROP TABLE IF EXISTS `book_0`;
CREATE TABLE `book_0` (
    `id` INT ( 11 ) NOT NULL,
    `name` VARCHAR ( 255 ) DEFAULT NULL,
    `count` INT ( 11 ) DEFAULT NULL,
    PRIMARY KEY ( `id` )
) ENGINE = INNODB DEFAULT CHARSET = utf8mb4;
DROP TABLE IF EXISTS `book_1`;
CREATE TABLE `book_1` (
    `id` INT ( 11 ) NOT NULL,
    `name` VARCHAR ( 255 ) DEFAULT NULL,
    `count` INT ( 11 ) DEFAULT NULL,
    PRIMARY KEY ( `id` )
) ENGINE = INNODB DEFAULT CHARSET = utf8mb4;

CREATE DATABASE IF NOT EXISTS `db2`;
USE `db2`;
DROP TABLE IF EXISTS `book_0`;
CREATE TABLE `book_0` (
    `id` INT ( 11 ) NOT NULL,
    `name` VARCHAR ( 255 ) DEFAULT NULL,
    `count` INT ( 11 ) DEFAULT NULL,
    PRIMARY KEY ( `id` )
) ENGINE = INNODB DEFAULT CHARSET = utf8mb4;
DROP TABLE IF EXISTS `book_1`;
CREATE TABLE `book_1` (
    `id` INT ( 11 ) NOT NULL,
    `name` VARCHAR ( 255 ) DEFAULT NULL,
    `count` INT ( 11 ) DEFAULT NULL,
    PRIMARY KEY ( `id` )
) ENGINE = INNODB DEFAULT CHARSET = utf8mb4;

配置分库分表策略application.properties:

# 数据源 db0,db1,db2
sharding.jdbc.datasource.names=db0,db1,db2
# 第一个数据库
sharding.jdbc.datasource.db0.type=com.zaxxer.hikari.HikariDataSource
sharding.jdbc.datasource.db0.driver-class-name=com.mysql.cj.jdbc.Driver
sharding.jdbc.datasource.db0.jdbc-url=jdbc:mysql://localhost:3306/db0?useUnicode=true&useJDBCCompliantTimezoneShift=true&useLegacyDatetimeCode=false&serverTimezone=UTC
sharding.jdbc.datasource.db0.username=root
sharding.jdbc.datasource.db0.password=Aa123456

# 第二个数据库
sharding.jdbc.datasource.db1.type=com.zaxxer.hikari.HikariDataSource
sharding.jdbc.datasource.db1.driver-class-name=com.mysql.cj.jdbc.Driver
sharding.jdbc.datasource.db1.jdbc-url=jdbc:mysql://localhost:3306/db1?useUnicode=true&useJDBCCompliantTimezoneShift=true&useLegacyDatetimeCode=false&serverTimezone=UTC
sharding.jdbc.datasource.db1.username=root
sharding.jdbc.datasource.db1.password=Aa123456

# 第三个数据库
sharding.jdbc.datasource.db2.type=com.zaxxer.hikari.HikariDataSource
sharding.jdbc.datasource.db2.driver-class-name=com.mysql.cj.jdbc.Driver
sharding.jdbc.datasource.db2.jdbc-url=jdbc:mysql://localhost:3306/db2?useUnicode=true&useJDBCCompliantTimezoneShift=true&useLegacyDatetimeCode=false&serverTimezone=UTC
sharding.jdbc.datasource.db2.username=root
sharding.jdbc.datasource.db2.password=Aa123456

# 水平拆分的数据库(表) 配置分库 + 分表策略 行表达式分片策略
# 分库策略
sharding.jdbc.config.sharding.default-database-strategy.inline.sharding-column=id
sharding.jdbc.config.sharding.default-database-strategy.inline.algorithm-expression=db$->{id % 3}

# 分表策略 其中book为逻辑表 分表主要取决于id行
sharding.jdbc.config.sharding.tables.book.actual-data-nodes=db$->{0..2}.book_$->{0..2}
sharding.jdbc.config.sharding.tables.book.table-strategy.inline.sharding-column=count
# 分片算法表达式
sharding.jdbc.config.sharding.tables.book.table-strategy.inline.algorithm-expression=book_$->{count % 3}

# 主键 UUID 18位数 如果是分布式还要进行一个设置 防止主键重复
#sharding.jdbc.config.sharding.tables.user.key-generator-column-name=id

# 打印执行的数据库以及语句
sharding.jdbc.config.props..sql.show=true
spring.main.allow-bean-definition-overriding=true

#读写分离
sharding.jdbc.datasource.dsmaster =

接口测试使用postman

示例:GET请求——>http://localhost:8080/book POST请求:——->http://localhost:8080/book?id=1&name=java编程思想&count=8

demo的github地址:https://github.com/Macky-He/spring-boot–shardingsphere-examples 如各位觉得有帮助的话,还请给个star鼓励鼓励博主,谢谢!

三、总结

分库分表实现按照官方文档做一个demo是第一步,如需深入还需要研究源码,研究架构,研究思想;此文仅作为入门demo搭建指南,如需深入理解,还请移步至官方文档。参考资料

1.官方文档:

https://shardingsphere.apache.org/document/current/cn/manual/sharding-jdbc/usage/sharding/

这是本人在这几年及春招的总结,历时3个月,我觉得很全面了,对于面试很有帮助,目前,本人已经拿到了腾讯等大厂offer,进入到大厂不是梦想,github 地址:

https://github.com/OUYANGSIHAI/JavaInterview

这么辛苦总结,给个 star 好不好。  点击阅读原文,直达

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Spring Boot 集成Sharding-jdbc + Mybatis-Plus实现分库分表

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