Java使用Sharding-JDBC分庫(kù)分表進(jìn)行操作
Sharding-JDBC 是無侵入式的 MySQL 分庫(kù)分表操作工具,所有庫(kù)表設(shè)置僅需要在配置文件中配置即可,無須修改任何代碼。本文寫了一個(gè) Demo,使用的是 SpringBoot 框架,通過 Docker 進(jìn)行 MySQL 實(shí)例管理,分庫(kù)分表結(jié)構(gòu)如下圖,同時(shí)所有的庫(kù)都進(jìn)行了主從復(fù)制:
Docker 項(xiàng)目結(jié)構(gòu):
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-filesCompose File
version: ’3’networks: sharding-jdbc-demo: driver: bridge ipam: config:- subnet: 172.25.0.0/24services: 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: 172.25.0.102Master 配置
[mysqld]pid-file = /var/run/mysqld/mysqld.pidsocket = /var/run/mysqld/mysqld.sockdatadir = /var/lib/mysqllog-error= /var/log/mysql/error.logbind-address = 0.0.0.0secure-file-priv = NULLmax_connections = 16384character-set-server = utf8mb4collation-server = utf8mb4_general_ciinit_connect =’SET NAMES utf8mb4’skip-name-resolveserver_id = 1log-bin = mysql-binbinlog-do-db = db_order_1 # 復(fù)制 db_order_1binlog-do-db = db_order_2 # 復(fù)制 db_order_2binlog-do-db = db_user # 復(fù)制 db_userlog-slave-updatessync_binlog = 1auto_increment_offset = 1auto_increment_increment = 1expire_logs_days = 7log_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.pidsocket = /var/run/mysqld/mysqld.sockdatadir = /var/lib/mysqllog-error= /var/log/mysql/error.logbind-address = 0.0.0.0secure-file-priv = NULLmax_connections = 16384character-set-server = utf8mb4collation-server = utf8mb4_general_ciinit_connect =’SET NAMES utf8mb4’skip-name-resolveskip-host-cacheserver_id = 2log-bin = mysql-binlog-slave-updatessync_binlog = 0innodb_flush_log_at_trx_commit = 0 # 提交策略replicate-do-db = db_order_1# 復(fù)制 db_order_1replicate-do-db = db_order_2# 復(fù)制 db_order_2replicate-do-db = db_user # 復(fù)制 db_userslave-net-timeout = 60 # 重連時(shí)間log_bin_trust_function_creators = 1# Custom config should go here!includedir /etc/mysql/conf.d/主從配置
啟動(dòng)容器 docker compose up -d;登錄 Master mysql -uroot -h 127.0.0.1 -P 3307 -p ;查看 master 狀態(tài)。
mysql> show master statusG*************************** 1. row ***************************File: mysql-bin.000004 # 記住 Bin log 當(dāng)前文件名稱Position: 156 # 記住 Bin log 當(dāng)前偏移量Binlog_Do_DB: db_order_1,db_order_2,db_user # 確認(rèn)復(fù)制數(shù)據(jù)庫(kù)是否正確Binlog_Ignore_DB:Executed_Gtid_Set:
登錄 Slave mysql -uroot -h 127.0.0.1 -P 3308 -p設(shè)置 Master 連接,注意 host 與 port 是內(nèi)網(wǎng)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;
啟動(dòng)同步
mysql> start slave;
查看 Slave 狀態(tài),若 Slave_IO 與 Slave_SQL 都在運(yùn)行為 YES 即成功。
mysql> show slave statusG*************************** 1. row ***************************Slave_IO_State: Waiting for source to send eventMaster_Host: 172.25.0.101Master_User: rootMaster_Port: 3306Connect_Retry: 60Master_Log_File: mysql-bin.000004Read_Master_Log_Pos: 156Relay_Log_File: d2a706a02933-relay-bin.000002Relay_Log_Pos: 324Relay_Master_Log_File: mysql-bin.000004Slave_IO_Running: YesSlave_SQL_Running: YesReplicate_Do_DB: db_order_1,db_order_2,db_user創(chuàng)建分庫(kù)分表
登錄 Master,創(chuàng)建數(shù)據(jù)庫(kù):
CREATE DATABASE db_order_1;CREATE DATABASE db_order_2;CREATE DATABASE db_user;
此時(shí)從庫(kù)也會(huì)創(chuàng)建數(shù)據(jù)庫(kù),若沒有,則是主從配置失敗了。此時(shí)已完成垂直分庫(kù)和水平分庫(kù)。接下來創(chuàng)建數(shù)據(jù)表:
Order 1 庫(kù)先 USE db_order_1;,再分別創(chuàng)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,’未定義’),(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,’未定義’),(8,2,1,’已創(chuàng)建’),(9,2,2,’已驗(yàn)證’),(10,2,3,’已凍結(jié)’),(11,2,4,’已注銷’),(12,2,5,’已刪除’);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 庫(kù)
先 USE db_order_2;,再分別創(chuàng)建 t_dict 全局表、t_order_1 和 t_order_2 水平分表。所執(zhí)行 SQL 與 db_order_1 一致。
User 庫(kù)先 USE db_user;,再分別創(chuàng)建 t_dict 全局表和 t_user 表,此處就不進(jìn)行水平或垂直分表了。垂直分表 sharding-jdbc 不會(huì)去處理,因?yàn)榇怪狈直碇缶褪钱惐懋悩?gòu)了,執(zhí)行 Join 操作就可以了,或者代碼進(jìn)行多次查詢實(shí)現(xiàn)。
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,’未定義’),(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,’未定義’),(8,2,1,’已創(chuàng)建’),(9,2,2,’已驗(yàn)證’),(10,2,3,’已凍結(jié)’),(11,2,4,’已注銷’),(12,2,5,’已刪除’);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:
<!-- Sharding-jdbc --><dependency><groupId>org.apache.shardingsphere</groupId><artifactId>sharding-jdbc-spring-boot-starter</artifactId><version>4.1.1</version></dependency>
本 Demo 其他用到的依賴,分別是 Junit 測(cè)試、Lombok、MyBatis Plus、Druid 連接池、MySQL 驅(qū)動(dòng)、Java Faker 數(shù)據(jù)生成器:
<dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency><dependency><groupId>junit</groupId><artifactId>junit</artifactId><version>4.13.2</version><scope>test</scope></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId><optional>true</optional></dependency><!-- MyBatis Plus --><dependency><groupId>com.baomidou</groupId><artifactId>mybatis-plus-boot-starter</artifactId><version>3.4.3.1</version></dependency><!-- Druid --><dependency><groupId>com.alibaba</groupId><artifactId>druid</artifactId><version>1.2.6</version></dependency><!-- MySQL --><dependency><groupId>mysql</groupId><artifactId>mysql-connector-java</artifactId></dependency><!-- Sharding-jdbc --><dependency><groupId>org.apache.shardingsphere</groupId><artifactId>sharding-jdbc-spring-boot-starter</artifactId><version>4.1.1</version></dependency><!-- Data Faker --><dependency><groupId>com.github.javafaker</groupId><artifactId>javafaker</artifactId><version>1.0.2</version></dependency></dependencies>Sharding-JDBC 配置可選配置
啟用 SQL 打印:
spring.shardingsphere.props.sql.show = true數(shù)據(jù)源配置
總共有 t_order_1、t_order_2 和 t_user 三個(gè)庫(kù),加上單主單從的復(fù)制,因此有 6 個(gè)數(shù)據(jù)庫(kù),需要配置六個(gè)數(shù)據(jù)源:
# Datasource Definespring.shardingsphere.datasource.names = o1-master,o2-master,o1-slave,o2-slave,u-master,u-slave# datasource o1-masterspring.shardingsphere.datasource.o1-master.type = com.alibaba.druid.pool.DruidDataSourcespring.shardingsphere.datasource.o1-master.driver-class-name = com.mysql.cj.jdbc.Driverspring.shardingsphere.datasource.o1-master.url = jdbc:mysql://localhost:3307/db_order_1?useUnicode=truespring.shardingsphere.datasource.o1-master.username = rootspring.shardingsphere.datasource.o1-master.password = 123456# datasource o1-slavespring.shardingsphere.datasource.o1-slave.type = com.alibaba.druid.pool.DruidDataSourcespring.shardingsphere.datasource.o1-slave.driver-class-name = com.mysql.cj.jdbc.Driverspring.shardingsphere.datasource.o1-slave.url = jdbc:mysql://localhost:3308/db_order_1?useUnicode=truespring.shardingsphere.datasource.o1-slave.username = rootspring.shardingsphere.datasource.o1-slave.password = 123456# datasource o2-masterspring.shardingsphere.datasource.o2-master.type = com.alibaba.druid.pool.DruidDataSourcespring.shardingsphere.datasource.o2-master.driver-class-name = com.mysql.cj.jdbc.Driverspring.shardingsphere.datasource.o2-master.url = jdbc:mysql://localhost:3307/db_order_2?useUnicode=truespring.shardingsphere.datasource.o2-master.username = rootspring.shardingsphere.datasource.o2-master.password = 123456# datasource o2-slavespring.shardingsphere.datasource.o2-slave.type = com.alibaba.druid.pool.DruidDataSourcespring.shardingsphere.datasource.o2-slave.driver-class-name = com.mysql.cj.jdbc.Driverspring.shardingsphere.datasource.o2-slave.url = jdbc:mysql://localhost:3308/db_order_2?useUnicode=truespring.shardingsphere.datasource.o2-slave.username = rootspring.shardingsphere.datasource.o2-slave.password = 123456# datasource u-masterspring.shardingsphere.datasource.u-master.type = com.alibaba.druid.pool.DruidDataSourcespring.shardingsphere.datasource.u-master.driver-class-name = com.mysql.cj.jdbc.Driverspring.shardingsphere.datasource.u-master.url = jdbc:mysql://localhost:3307/db_user?useUnicode=truespring.shardingsphere.datasource.u-master.username = rootspring.shardingsphere.datasource.u-master.password = 123456# datasource u-slavespring.shardingsphere.datasource.u-slave.type = com.alibaba.druid.pool.DruidDataSourcespring.shardingsphere.datasource.u-slave.driver-class-name = com.mysql.cj.jdbc.Driverspring.shardingsphere.datasource.u-slave.url = jdbc:mysql://localhost:3308/db_user?useUnicode=truespring.shardingsphere.datasource.u-slave.username = rootspring.shardingsphere.datasource.u-slave.password = 123456主從復(fù)制配置
主從配置不需要聲明,在定義時(shí)會(huì)自動(dòng)讀取 key 中的主從配置庫(kù)作為邏輯庫(kù),如下面的 db-order-1。
# Replication Definespring.shardingsphere.sharding.master-slave-rules.db-order-1.master-data-source-name=o1-masterspring.shardingsphere.sharding.master-slave-rules.db-order-1.slave-data-source-names=o1-slavespring.shardingsphere.sharding.master-slave-rules.db-order-2.master-data-source-name=o2-masterspring.shardingsphere.sharding.master-slave-rules.db-order-2.slave-data-source-names=o2-slavespring.shardingsphere.sharding.master-slave-rules.db-user.master-data-source-name=u-masterspring.shardingsphere.sharding.master-slave-rules.db-user.slave-data-source-names=u-slave數(shù)據(jù)節(jié)點(diǎn)配置
數(shù)據(jù)節(jié)點(diǎn),指的是每張數(shù)據(jù)表,由于存在分庫(kù)、分表、全局的不同類型,因此數(shù)據(jù)節(jié)點(diǎn)也有不同類型。注意,由于我們進(jìn)行了主從復(fù)制,因此這里的數(shù)據(jù)庫(kù)不能直接填數(shù)據(jù)源的名稱,應(yīng)該填在主從復(fù)制配置的 Key 中定義的名稱,如 db-user 而不是 u-master 或 u-slave。
全局表:
# BroadCast Tablespring.shardingsphere.sharding.broadcast-tables = t_dict
單庫(kù)單表:key-generator.column 設(shè)置主鍵列。key-generator.type 設(shè)置主鍵生成類型,這里使用雪花算法,其實(shí)沒必要因?yàn)椴皇欠直淼模遣惶钜矔?huì)默認(rèn)使用這個(gè)。
# Data Node t_userspring.shardingsphere.sharding.tables.t_user.actual-data-nodes = db-user.t_userspring.shardingsphere.sharding.tables.t_user.key-generator.column = idspring.shardingsphere.sharding.tables.t_user.key-generator.type = SNOWFLAKE
分庫(kù)分表:在 actual-data-nodes 中使用 groovy 表達(dá)式進(jìn)行設(shè)置。在 database-strategy 中設(shè)置切分方式,具體自查,暫沒時(shí)間寫。
# Data Node t_order, If there is not master-salve-replication, use datasource name 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 = idspring.shardingsphere.sharding.tables.t_order.key-generator.type = SNOWFLAKE# database sharding strategyspring.shardingsphere.sharding.tables.t_order.database-strategy.inline.sharding-column = user_idspring.shardingsphere.sharding.tables.t_order.database-strategy.inline.algorithm-expression = db-order-$->{user_id % 2 + 1}# table sharding strategyspring.shardingsphere.sharding.tables.t_order.table-strategy.inline.sharding-column = idspring.shardingsphere.sharding.tables.t_order.table-strategy.inline.algorithm-expression = t_order_$->{id % 2 + 1}Demo 程序
參見:zoharyips/sharding-jdbc-demo (github.com)
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