Java使用Sharding

Java使用Sharding

目录主从库搭建Compose FileMaster 配置Slave 配置主从配置创建分库分表Order 1 库Order 2 库User 库Sharding-JDBC 引入Sharding-JDBC 配置可选配置数据源配置主从复制配置数据节点配置Demo 程序

Sharding-JDBC 是无侵入式的 mysql 分库分表操作工具，所有库表设置仅需要在配置文件中配置即可，无须修改任何代码。

本文写了一个 Demo，使用的是 SpringBoot 框架，通过 docker 进行 MySQL 实例管理，分库分表结构如下图，同时所有的库都进行了主从复制：

主从库搭建

Docker 项目结构：

docker

├── docker-compose.yml

├── master

│ ├── data

│ ├── log

│ │ └── error.log

│ ├── my.cnf

│ └── mysql-files # Win 需要，linux 不需要

├── README.md

└── slave

├── data

├── log

│ └── error.log

├── my.cnf

└── mysql-files

Compose File

version: '3'

networks:

sharding-jdbc-demo:

driver: bridge

ipam:

config:

- subnet: 172.25.0.0/24

services:

master:

image: mysql

container_name: sharding-jdbc-demo-master

ports:

- "3307:3306"

volumes:

- "./master/data:/var/lib/mysql"

- "./master/mysql-files:/var/lib/mysql-files" # win 下的 MySQL8 需要，Linux 不需要

- "./master/log/error.log:/var/log/mysql/error.log"

- "./master/my.cnf:/etc/mysql/my.cnf"

environment:

MYSQL_ROOT_PASSWORD: 123456

entrypoint: bash -c "chown -R mysql:mysql /var/log/mysql && chmod 644 /etc/mysql/my.cnf && exec /entrypoint.sh mysqld"

restart: unless-stopped

networks:

sharding-jdbc-demo:

ipv4_address: 172.25.0.101

slave:

image: mysql

container_name: sharding-jdbc-demo-slave

ports:

- "3308:3306"

volumes:

- "./slave/data:/var/lib/mysql"

- "./slave/mysql-files:/var/lib/mysql-files"

- "./slave/log/error.log:/var/log/mysql/error.log"

- "./slave/my.cnf:/etc/mysql/my.cnf"

environment:

MYSQL_ROOT_PASSWORD: 123456

entrypoint: bash -c "chown -R mysql:mysql /var/log/mysql && chmod 644 /etc/mysql/my.cnf && exec /entrypoint.sh mysqld"

restart: unless-stopped

networks:

sharding-jdbc-demo:

ipv4_address: 172.25.0.102

Master 配置

[mysqld]

pid-file = /var/run/mysqld/mysqld.pid

socket = /var/run/mysqld/mysqld.sock

datadir = /var/lib/mysql

log-error = /var/log/mysql/error.log

bind-address = 0.0.0.0

secure-file-priv = NULL

max_connections = 16384

character-set-server = utf8mb4

collation-server = utf8mb4_general_ci

init_connect ='SET NAMES utf8mb4'

skip-name-resolve

server_id = 1

log-bin = mysql-bin

binlog-do-db = db_order_1 # 复制 db_order_1

binlog-do-db = db_order_2 # 复制 db_order_2

binlog-do-db = db_user # 复制 db_user

log-slave-updates

sync_binlog = 1

auto_increment_offset = 1

auto_increment_increment = 1

expire_logs_days = 7

log_bin_trust_function_creators = 1

# Custom config should go here

!includedir /etc/mysql/conf.d/

Slave 配置

[mysqld]

pid-file = /var/run/mysqld/mysqld.pid

socket = /var/run/mysqld/mysqld.sock

datadir = /var/lib/mysql

log-error = /var/log/mysql/error.log

bind-address = 0.0.0.0

secure-file-priv = NULL

max_connections = 16384

character-set-server = utf8mb4

collation-server = utf8mb4_general_ci

init_connect ='SET NAMES utf8mb4'

skip-name-resolve

skip-host-cache

server_id = 2

log-bin = mysql-bin

log-slave-updates

sync_binlog = 0

innodb_flush_log_at_trx_commit = 0 # 提交策略

replicate-do-db = db_order_1 # 复制 db_order_1

replicate-do-db = db_order_2 # 复制 db_order_2

replicate-do-db = db_user # 复制 db_user

slave-net-timeout = 60 # 重连时间

log_bin_trust_function_creators = 1

# Custom config should go here

!includedir /etc/mysql/conf.d/

主从配置

启动容器 docker compose up -d;

登录 Master mysql -uroot -h 127.0.0.1 -P 3307 -p ;

查看 master 状态。

mysql> show master status\G

*************************** 1. row ***************************

File: mysql-bin.000004 # 记住 Bin log 当前文件名称

Position: 156 # 记住 Bin log 当前偏移量

Binlog_Do_DB: db_order_1,db_order_2,db_user # 确认复制数据库是否正确

Binlog_Ignore_DB:

Executed_Gtid_Set:

登录 Slave mysql -uroot -h 127.0.0.1 -P 3308 -p

设置 Master 连接，注意 host 与 port 是内网的地址和端口。

mysql> change master to master_host='172.25.0.101',

master_user='root',

master_password='123456',

master_port=3306,

master_log_file='mysql-bin.000004',

master_log_pos=156;

启动同步

mysql> start slave;

查看 Slave 状态，若 Slave_IO 与 Slave_SQL 都在运行为 YES 即成功。

mysql> show slave status\G

*************************** 1. row ***************************

Slave_IO_State: Waiting for source to send event

Master_Host: 172.25.0.101

Master_User: root

Master_Port: 3306

Connect_Retry: 60

Master_Log_File: mysql-bin.000004

Read_Master_Log_Pos: 156

Relay_Log_File: d2a706a02933-relay-bin.000002

Relay_Log_Pos: 324

Relay_Master_Log_File: mysql-bin.000004

Slave_IO_Running: Yes

Slave_SQL_Running: Yes

Replicate_Do_DB: db_order_1,db_order_2,db_user

创建分库分表

登录 Master，创建数据库：

CREATE DATABASE db_order_1;

CREATE DATABASE db_order_2;

CREATE DATABASE db_user;

此时从库也会创建数据库，若没有，则是主从配置失败了。

此时已完成垂直分库和水平分库。接下来创建数据表：

Order 1 库

先 USE db_order_1;，再分别创建 t_dict 全局表、t_order_1 和 t_order_2 水平分表。

DROP TABLE IF EXISTS `t_dict`;

CREATE TABLE `t_dict`

(

`id` int NOT NULL AUTO_INCREMENT,

`type` int NOT NULL,

`enum_value` int NOT NULL,

`name` varchar(64) COLLATE utf8mb4_general_ci NOT NULL DEFAULT '',

PRIMARY KEY (`id`)

) ENGINE = InnoDB

AUTO_INCREMENT = 7

DEFAULT CHARSET = utf8mb4

COLLATE = utf8mb4_general_ci;

LOCK TABLES `t_dict` WRITE;

INSERT INTO `t_dict` VALUES (1,1,0,'未定义'),(2,1,1,'未付款'),(3,1,2,'已付款'),(4,1,3,'退款中'),(5,1,4,'已退款'),(6,1,5,'已完成'),(7,2,0,'未定义'),(8,2,1,'已创建'),(9,2,2,'已验证'),(10,2,3,'已冻结'),(11,2,4,'已注销'),(12,2,5,'已删除');

UNLOCK TABLES;

DROP TABLE IF EXISTS `t_order_1`;

CREATE TABLE `t_order_1`

(

`id` bigint NOT NULL,

`user_id` bigint NOT NULL,

`price` decimal(10, 2) NOT NULL,

`status` int NOT NULL DEFAULT '1',

PRIMARY KEY (`id`)

) ENGINE = InnoDB

DEFAULT CHARSET = utf8mb4

COLLATE = utf8mb4_general_ci;

DROP TABLE IF EXISTS `t_order_2`;

CREATE TABLE `t_order_2`

(

`id` bigint NOT NULL,

`user_id` bigint NOT NULL,

`price` decimal(10, 2) NOT NULL,

`status` int NOT NULL DEFAULT '1',

PRIMARY KEY (`id`)

) ENGINE = InnoDB

DEFAULT CHARSET = utf8mb4

COLLATE = utf8mb4_general_ci;

Order 2 库

先 USE db_order_2;，再分别创建 t_dict 全局表、t_order_1 和 t_order_2 水平分表。所执行 SQL 与 db_order_1 一致。

User 库

先 USE db_user;，再分别创建 t_dict 全局表和 t_user 表，此处就不进行水平或垂直分表了。垂直分表 sharding-jdbc 不会去处理，因为垂直分表之后就是异表异构了，执行 Join 操作就可以了，或者代码进行多次查询实现。

DROP TABLE IF EXISTS `t_dict`;

CREATE TABLE `t_dict`

(

`id` int NOT NULL AUTO_INCREMENT,

`type` int NOT NULL,

`enum_value` int NOT NULL,

`name` varchar(64) COLLATE utf8mb4_general_ci NOT NULL DEFAULT '',

PRIMARY KEY (`id`)

) ENGINE = InnoDB

AUTO_INCREMENT = 7

DEFAULT CHARSET = utf8mb4

COLLATE = utf8mb4_general_ci;

LOCK TABLES `t_dict` WRITE;

INSERT INTO `t_dict` VALUES (1,1,0,'未定义'),(2,1,1,'未付款'),(3,1,2,'已付款'),(4,1,3,'退款中'),(5,1,4,'已退款'),(6,1,5,'已完成'),(7,2,0,'未定义'),(8,2,1,'已创建'),(9,2,2,'已验证'),(10,2,3,'已冻结'),(11,2,4,'已注销'),(12,2,5,'已删除');

UNLOCK TABLES;

DROP TABLE IF EXISTS `t_user`;

CREATE TABLE `t_user`

(

`id` bigint NOT NULL AUTO_INCREMENT,

`name` varchar(128) COLLATE utf8mb4_general_ci NOT NULL DEFAULT '',

`type` int NOT NULL DEFAULT '1',

PRIMARY KEY (`id`)

) ENGINE = InnoDB

AUTO_INCREMENT = 1426999086541635586

DEFAULT CHARSET = utf8mb4

COLLATE = utf8mb4_general_ci;

Sharding-JDBC 引入

Sharding-JDBC maven 包：

org.apache.shardingsphere

sharding-jdbc-spring-boot-starter

4.1.1

本 Demo 其他用到的依赖，分别是 Junit 测试、Lombok、MyBatis Plus、Druid 连接池、MySQL 驱动、java Faker 数据生成器：

org.springframework.boot

spring-boot-starter-test

test

junit

junit

4.13.2

test

org.projectlombok

lombok

true

com.baomidou

mybatis-plus-boot-starter

3.4.3.1

com.alibaba

druid

1.2.6

mysql

mysql-connector-java</artifactId>

org.apache.shardingsphere

sharding-jdbc-spring-boot-starter

4.1.1

com.github.javafaker

javafaker

1.0.2

Sharding-JDBC 配置

可选配置

启用 SQL 打印：

spring.shardingsphere.props.sql.show = true

数据源配置

总共有 t_order_1、t_order_2 和 t_user 三个库，加上单主单从的复制，因此有 6 个数据库，需要配置六个数据源：

# Datasource Define

spring.shardingsphere.datasource.names = o1-master,o2-master,o1-slave,o2-slave,u-master,u-slave

# datasource o1-master

spring.shardingsphere.datasource.o1-master.type = com.alibaba.druid.pool.DruidDataSource

spring.shardingsphere.datasource.o1-master.driver-class-name = com.mysql.cj.jdbc.Driver

spring.shardingsphere.datasource.o1-master.url = jdbc:mysql://localhost:3307/db_order_1?useUnicode=true

spring.shardingsphere.datasource.o1-master.username = root

spring.shardingsphere.datasource.o1-master.password = 123456

# datasource o1-slave

spring.shardingsphere.datasource.o1-slave.type = com.alibaba.druid.pool.DruidDataSource

spring.shardingsphere.datasource.o1-slave.driver-class-name = com.mysql.cj.jdbc.Driver

spring.shardingsphere.datasource.o1-slave.url = jdbc:mysql://localhost:3308/db_order_1?useUnicode=true

spring.shardingsphere.datasource.o1-slave.username = root

spring.shardingsphere.datasource.o1-slave.password = 123456

# datasource o2-master

spring.shardingsphere.datasource.o2-master.type = com.alibaba.druid.pool.DruidDataSource

spring.shardingsphere.datasource.o2-master.driver-class-name = com.mysql.cj.jdbc.Driver

spring.shardingsphere.datasource.o2-master.url = jdbc:mysql://localhost:3307/db_order_2?useUnicode=true

spring.shardingsphere.datasource.o2-master.username = root

spring.shardingsphere.datasource.o2-master.password = 123456

# datasource o2-slave

spring.shardingsphere.datasource.o2-slave.type = com.alibaba.druid.pool.DruidDataSource

spring.shardingsphere.datasource.o2-slave.driver-class-name = com.mysql.cj.jdbc.Driver

spring.shardinghttp://sphere.datasource.o2-slave.url = jdbc:mysql://localhost:3308/db_order_2?useUnicode=true

spring.shardingsphere.datasource.o2-slave.username = root

spring.shardingsphere.datasource.o2-slave.password = 123456

# datasource u-master

spring.shardingsphere.datasource.u-master.type = com.alibaba.druid.pool.DruidDataSource

spring.shardingsphere.datasource.u-master.driver-class-name = com.mysql.cj.jdbc.Driver

spring.shardingsphere.datasource.u-master.url = jdbc:mysql://localhost:3307/db_user?useUnicode=true

spring.shardingsphere.datasource.u-master.username = root

spring.shardingsphere.datasource.u-master.password = 123456

# datasource u-slave

spring.shardingsphere.datasource.u-slave.type = com.alibaba.druid.pool.DruidDataSource

spring.shardingsphere.datasource.u-slave.driver-class-name = com.mysql.cj.jdbc.Driver

spring.shardingsphere.datasource.u-slave.url = jdbc:mysql://localhost:3308/db_user?useUnicode=true

spring.shardingsphere.datasource.u-slave.username = root

spring.shardingsphere.datasource.u-slave.password = 123456

主从复制配置

主从配置不需要声明，在定义时会自动读取 key 中的主从配置库作为逻辑库，如下面的 db-order-1。

# Replication Define

spring.shardingsphere.sharding.master-slave-rules.db-order-1.master-data-source-name=o1-master

spring.shardingsphere.sharding.master-slave-rules.db-order-1.slave-data-source-names=o1-slave

spring.shardingsphere.sharding.master-slave-rules.db-order-2.master-data-source-name=o2-master

spring.shardingsphere.sharding.master-slave-rules.db-order-2.slave-data-source-names=o2-slave

spring.shardingsphere.sharding.master-slave-rules.db-user.master-data-source-name=u-master

spring.shardingsphere.sharding.master-slave-rules.db-user.slave-data-source-names=u-slave

数据节点配置

数据节点，指的是每张数据表，由于存在分库、分表、全局的不同类型，因此数据节点也有不同类型。注意，由于我们进行了主从复制，因此这里的数据库不能直接填数据源的名称，应该填在主从复制配置的 Key 中定义的名称，如 db-user 而不是 u-master 或 u-slave。

全局表：

# BroadCast Table

spring.shardingsphere.sharding.broadcast-tables = t_dict

单库单表：

key-generator.column 设置主键列。

key-generator.type 设置主键生成类型，这里使用雪花算法，其实没必要因为不是分表的，但是不填也会默认使用这个。

# Data Node t_user

spring.shardingsphere.sharding.tables.t_user.actual-data-nodes = db-user.t_user

spring.shardingsphere.sharding.tables.t_user.key-generator.column = id

spring.shardingsphere.sharding.tables.t_user.key-generator.type = SNOWFLAKE

分库分表：

在 actual-data-nodes 中使用 groovy 表达式进行设置。

在 database-strategy 中设置切分方式，具体自查，暂没时间写。

# Data Node t_order, If there is not master-salve-replication, use datasource nIrESSame like "o$-master->{1..2}.t_order_$->{1..2}"

spring.shardingsphere.sharding.tables.t_order.actual-data-nodes = db-order-$->{1..2}.t_order_$->{1..2}

spring.shardingsphere.sharding.tables.t_order.key-generator.column = id

spring.shardingsphere.sharding.tables.t_order.key-generator.type = SNOWFLAKE

# database sharding strategy

spring.shardingsphere.sharding.tables.t_order.database-strategy.inline.sharding-column = user_id

spring.shardingsphere.sharding.tables.t_order.database-strategy.inline.algorithm-expression = db-order-$->{user_id % 2 + 1}

# table sharding strategy

spring.shardingsphere.sharding.tables.t_order.table-strategy.inline.sharding-column = id

spring.shardingsphere.sharding.tables.t_order.table-strategy.inline.algorithm-expression = t_order_$->{id % 2 + 1}

Demo 程序

参见：zoharyips/sharding-jdbc-demo (github.com)

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