目录
- 1、目的
- 2、实现
- 2-1、导入MyBATis-Flex和ShardingSphere-JDBC的相关依赖
- 2-2、配置初始化的数据库连接用来加载配置,当然用配置中心来保存初始化数据的配置
- 2-3、初始化数据源进行配置查询
- 2-4、初始化ShardingDataSource数据源实现分库分表
- 2-5、两个数据库连接server-order0和server-order1的表结构如下:分别在两个库当中运行
- 2-6、实体这个@Table(“t_order”)是逻辑表名ShardingConfig分库策略时设置的
- 2-7、mapper
- 3、测试
- 3-1、测试分库分表的新增
- 3-2、测试分页查询:
- 3-3、测试事务问题
1、目的
用于动态配置ShardingSphere-JDBC实现配置化分库分表
2、实现
2-1、导入MyBatis-Flex和ShardingSphere-JDBC的相关依赖
<dependency> <groupId>com.mybatis-flex</groupId> <artifactId>mybatis-flex-spring-boot-starter</artifactId> <version>1.9.3</version> </dependency> <dependency> <groupId>org.apache.shardingsphere</groupId> <artifactId>shardingsphere-jdbc-core-spring-boot-starter</artifactId> <version>5.1.1</version> </dependency>
2-2、配置初始化的数据库连接用来加载配置,当然用配置中心来保存初始化数据的配置
spring.datasource.ds1.jdbc-url=jdbc:mysql://localhost/test?allowpublicKeyRetrieval=true spring.datasource.ds1.driver-class-name=com.mysql.cj.jdbc.Driver spring.datasource.ds1.username=root spring.datasource.ds1.password=123456 spring.datasource.ds1.type=com.zaxxer.hikari.HikariDataSource
2-3、初始化数据源进行配置查询
初始化数据源配置类:
package com.mochenli.shardingshere.config; import org.springframework.boot.context.properties.ConfigurationProperties; import org.springframework.boot.jdbc.DataSourceBuilder; import org.springframework.context.annotation.Bean; import org.springframework.context.annotation.Configuration; import Javax.sql.DataSource; /** * @author: MoChenLi * @description: * @createTime: 2024-06-27 21:23 */ @Configuration public class DataSourceConfig { /** * 根据配置文件构建数据源 * @return */ @Bean @ConfigurationProperties(prefix = "spring.datasource.ds1") public DataSource dataSourceOne(){ return DataSourceBuilder.create().build(); } }
数据配置表以及数据
/* Navicat Premium Data Transfer Source Server : localhost Source Server Type : MySQL Source Server Version : 80034 (8.0.34) Source Host : localhost:3306 Source Schema : test Target Server Type : MySQL Target Server Version : 80034 (8.0.34) File Encoding : 65001 Date: 29/06/2024 17:52:36 */ SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; -- ---------------------------- -- Table structure for databaseconfig -- ---------------------------- DROP TABLE IF EXISTS `databasecon编程客栈fig`; CREATE TABLE `databaseconfig` ( `id` int NOT NULL AUTO_INCREMENT COMMENT '主键唯一标识', `jdbc_url` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '数据库连接', `driver_class_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '数据库连接驱动', `username` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '数据库连接用户名', `password` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '数据库连接密码', `Connection_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '数据库连接名称', PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB AUTO_INCREMENT = 3 CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Records of databaseconfig -- ---------------------------- INSERT INTO `databaseconfig` VALUES (1, 'jdbc:mysql://192.168.157.129:3310/db_order?allowPublicKeyRetrieval=true', 'com.mysql.cj.jdbc.Driver', 'root', '123456', 'server-order0'); INSERT INTO `databaseconfig` VALUES (2, 'jdbc:mysql://192.168.157.129:3311/db_order?allowPublicKeyRetrieval=true', 'com.mysql.cj.jdbc.Driver', 'root', '123456', 'server-order1'); SET FOREIGN_KEY_CHECKS = 1;
数据库配置对象类
package com.mochenli.shardingshere.entity; import com.mybatisflex.annotation.Id; import com.mybatisflex.annotation.KeyType; import com.mybatisflex.annotation.Table; import lombok.AllArgsConstructor; import lombok.Data; import lombok.NoArgsConstructor; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 17:28 */ @Data @NoArgsConstructor @AllArgsConstructor @Table("DataBaseConfig") public class DataBaseConfig { @Id(keyType = KeyType.Auto) private Integer id; private String jdbcUrl; private String username; private String password; private String driverClassName; private String connectionName; }
mapper类
package com.mochenli.shardingshere.mapper; import com.mochenli.shardingshere.entity.DataBaseConfig; import com.mybatisflex.core.BaseMapper; import org.apache.ibatis.annotations.Mapper; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 17:31 */ @Mapper public interface DataBaseConfigMapper extends BaseMapper<DataBaseConfig> { }
2-4、初始化ShardingDataSource数据源实现分库分表
分片算法可查看链接
package com.mochenli.shardingshere.config; import com.mochenli.shardingshere.entity.DataBaseConfig; import com.mochenli.shardingshere.mapper.DataBaseConfigMapper; import com.mybatisflex.core.FlexGlobalConfig; import com.mybatisflex.core.datasource.FlexDataSource; import com.zaxxer.hikari.HikariDataSource; import org.apache.shardingsphere.driver.api.ShardingSphereDataSourceFactory; import org.apache.shardingsphere.infra.config.algorithm.ShardingSphereAlgorithmConfiguration; import org.apache.shardingsphere.infra.config.mode.ModeConfiguration; import org.apache.shardingsphere.sharding.api.config.ShardingRuleConfiguration; import org.apache.shardingsphere.sharding.api.config.rule.ShardingTableRuleConfiguration; import org.apache.shardingsphere.sharding.api.config.strategy.keygen.KeyGenerateStrategyConfiguration; import org.apache.shardingsphere.sharding.api.config.strategy.sharding.ShardingStrategyConfiguration; import org.apache.shardingsphere.sharding.api.config.strategy.sharding.StandardShardingStrategyConfiguration; import org.springframework.context.annotation.Bean; import org.springframework.context.annotation.Configuration; import javax.sql.DataSource; import java.sql.SQLException; import java.util.*; /** * @author: MoChenLi * @description: * @createTime: 2024-06-19 13:53 */ @Configuration public class ShardingConfig { private DataBaseConfigMapper dataBaseConfigMapper; public ShardingConfig(DataBaseConfigMapper dataBaseConfigMapper) throws SQLException { this.dataBaseConfigMapper = dataBaseConfigMapper; FlexDataSource flexDataSource = FlexGlobalConfig.getDefaultConfig() .getDataSource(); flexDataSource.addDataSource("getShardingDataSource",getShardingDataSource()); } /** * 配置shardingsphere的内存模式 * @return */ @Bean public ModeConfiguration getModeConfiguration() { ModeConfiguration modeConfiguration = new ModeConfiguration("Memory", null, false); return modeConfiguration; } /** * 构建ShardingDataSource数据源 * @return * @throws SQLException */ public DataSource getShardingDataSource() throws SQLException { //查询数据库的数据连接配置设置到dataSourceMap当中 Map<String, DataSource> dataSourceMap = new HashMap<>(); List<DataBaseConfig> dataBaseConfigs = dataBaseConfigMapper.selectAll(); for (DataBaseConfig dataBaseConfig : dataBaseConfigs) { DataSource dataSource = createDataSource(dataBaseConfig); dataSourceMap.put(dataBaseConfig.getConnectionName(), dataSource); } //以下分片配置的规则也可持久化从数据库查询出来进行配置 此处用于演示所需即静态配置 // 配置分片规则 ShardingRuleConfiguration shardingRuleConfig = new ShardingRuleConfiguration(); //算法相关配置 Map<String, ShardingSphereAlgorithmConfiguration> shardingSphereAlgorithmConfigurations = new HashMap<>(); Properties properties = new Properties(); properties.put("algorithm-expression","server-order$->{user_id % 2}"); ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfiguration = new ShardingSphereAlgorithmConfiguration("INLINE",properties); Properties properties1 = new Properties(); properties1.put("sharding-count","2"); ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfiguration1 = new ShardingSphereAlgorithmConfiguration("MOD",properties1); Properties properties2 = new Properties(); properties2.put("sharding-count","2"); ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfiguration2 = new ShardingSphereAlgorithmConfiguration("HASH_MOD",properties2); shardingSphereAlgorithmConfigurations.put("alg_inline_userid",shardingSphereAlgorithmConfiguration); shardingSphereAlgorithmConfigurations.put("alg_mod",shardingSphereAlgorithmConfiguration1); shardingSphereAlgorithmConfigurations.put("alg_hash_mod",shardingSphereAlgorithmConfiguration2); shardingRuleConfig.setShardingAlgorithms(shardingSphereAlgorithmConfigurations); //分库分表策略配置 Collection<ShardingTableRuleConfiguration> shardingTableRuleConfigurations = new ArrayList<>(); //分库策略 ShardingTableRuleConfiguration shardingTableRuleConfiguration = new ShardingTableRuleConfiguration("t_order","server-order$->{0..1}.t_order$->{0..1}"); ShardingStrategyConfiguration shardingStrategyConfiguration = new StandardShardingStrategyConfiguration("user_id","alg_mod"); shardingTableRuleConfiguration.setDatabaseShardingStrategy(shardingStrategyConfiguration); //分表策略 ShardingStrategyConfiguration shardingStrategyConfigurationtable = new StandardShardingStrategyConfiguration("order_no","alg_hash_mod"); shardingTableRuleConfiguration.setTableShardingStrategy(shardingStrategyConfigurationtable); shardingTableRuleConfigurations.add(shardingTableRuleConfiguration); shardingRuleConfig.setTables(shardingTableRuleConfigurations); //配置主键算法生成策略 Map<String, ShardingSphereAlgorithmConfiguration> keyGenerators = new HashMap<>(); ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfigurationsk = new ShardingSphereAlgorithmConfiguration("SNOWFLAKE",null); keyGenerators.put("alg_snowflake",shardingSphereAlgorithmConfigurationsk); shardingRuleConfig.setKeyGenerators(keyGenerators); //分布式id KeyGenerateStrategyConfiguration keyGenerateStrategyConfiguration =new KeyGenerateStrategyConfiguration("id","alg_snowflake"); shardingTableRuleConfiguration.setKeyGenerateStrategy(keyGenerateStrategyConfiguration); //属性设置运行sql打印显示 Properties properties3 = new Properties(); properties3.put("sql-show",true); // 创建ShardingDataSource DataSource dataSources = ShardingSphereDataSourceFactory.createDataSource(dataSourceMap, Collections.singleton(shardingRuleConfig),properties3 ); return dataSources; } /** * 创建数据源连接 * @param dataBaseConfig * @return */ public static DataSource createDataSource(DataBaseConfig dataBaseConfig) { // 创建数据源,这里需要根据实际情况创建,例如使用HikariCP、Druid等连接池 HikariDataSource dataSource = new HikariDataSource(); dataSource.setDriverClassName(dataBaseConfig.getDriverClassName()); dataSource.setJdbcUrl(dataBaseConfig.getJdbcUrl()); dataSource.setUsername(dataBaseConfig.getUsername()); dataSource.setPassword(dataBaseConfig.getPassword()); //不使用连接池 //DriverManagerDataSource dataSource1 = new DriverManagerDataSource(); //dataSource1.setDriverClassName(dataBaseConfig.getDriverClassName()); //dataSource1.setUrl(dataBaseConfig.getJdbcUrl()); //dataSource1.setUsername(dataBaseConfig.getUsername()); //dataSource1.setPassword(dataBaseConfig.getPassword()); return dataSource; } }
2-5、两个数据库连接server-order0和server-order1的表结构如下:分别在两个库当中运行
SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; -- ---------------------------- -- Table structure for t_order0 -- ---------------------------- DROP TABLE IF EXISTS `t_order0`; CREATE TABLE `t_order0` ( `id` bigint NOT NULL, `order_no` varchar(30) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, `user_id` bigint NULL DEFAULT NULL, `apythonmount` decimal(10, 2) NULL DEFAULT NULL, PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Table structure for t_order1 -- ---------------------------- DROP TABLE IF EXISTS `t_order1`; CREATE TABLE `t_order1` ( `id` bigint NOT NULL, `order_no` varchar(30) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL, `user_id` bigint NULL DEFAULT NULL, `amount` decimal(10, 2) NULL DEFAULT NULL, PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_0900_ai_ci ROW_FORMAT = Dynamic; SET FOREIGN_KEY_CHECKS = 1;
2-6、实体这个@Table(“t_order”)是逻辑表名ShardingConfig分库策略时设置的
package com.mochenli.shardingshere.entity; import com.mybatisflex.annotation.Id; import com.mybatisflex.annotation.KeyType; import com.mybatisflex.annotation.Table; import lombok.Data; import java.math.BigDecimal; /** * @author: MoChenLi * @description: * @createTime: 2024-06-18 17:15 */ @Table("t_order") @Data public class Order { @Id(keyType = KeyType.Auto) private Long id; private String orderNo; private Long userId; private BigDecimal amount; }
2-7、mapper
package com.mochenli.shardingshere.mapper; import com.mochenli.shardingshere.entity.Order; import com.mybatisflex.core.BaseMapper; import org.apache.ibatis.annotations.Mapper; /** * @author: MoChenLi * @description: * @createTime: 2024-06-18 17:18 */ @Mapper public interface OrderMapper extends BaseMapper<Order> { }
3、测试
3-1、测试分库分表的新增
package com.mochenli.shardingshere.controller; import com.mochenli.shardingshere.entity.Order; import com.mochenli.shardingshere.mapper.OrderMapper; import com.mybatisflex.core.datasource.DataSourceKey; import lombok.AllArgsConstructor; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RestController; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 18:11 */ @RestController @AllArgsConstructor public class TestController { private final OrderMapper orderMapper; /** * id是用分布式id雪花算法 所以不填 * 测试新增 因为前面配置是根据user_id进行分库 分库算法是:取模分片,算法类型:MOD 分片数量是 2 * 分表算法是根据 order_no 进行分表 分表算法是 哈希取模分片算法,类型:HASH_MOD 分片数量是 2 */ @GetMapping("/testAddOrder") public String addTOrder(){ //切换数据源 使用ShardingDataSource数据源 DataSourceKey.use("getShardingDataSource"); //进行分库分表插入 for (int i = 1; i <=60; i++) { Order order = new Order(); order.setUserId(Long.valueOf(i)); order.setOrderNo("分表算法"+i); orderMapper.insert(order); } return "success"; } }
结果如下所示:
server_order0.t_order0
server_order0.t_order1
server_order1.t_order0
server_order1.t_order1
3-2、测试分页查询:
package com.mochenli.shardingshere.controller; import com.mochenli.shardingshere.entity.Order; import com.mochenli.shardingshere.mapper.OrderMapper; import com.mybatisflex.core.datasource.DataSourceKey; import com.mybatisflex.core.paginate.Page; import com.mybatisflex.core.query.QueryWrapper; import lombok.AllArgsConstructor; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RestController; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 18:11 */ @RestController @AllArgsConstructor public class TestController { privwww.devze.comate final OrderMapper orderMapper; /** * 测试分页查询 * @return */ @GetMapping("/testPageOrder") public Page<Order> getPage(){ //切换数据源 使用ShardingDataSource数据源 DataSourceKey.use("getShardingDataSource"); //进行分页查询 Page<Order> page = new Page<>(); page.setPageNumber(1); page.setPageSize(27); Page<Order> paginate = orderMapper.paginate(page, new QueryWrapper()); return paginate; }
结果如下:
3-3、测试事务问题
1、正常情况
package com.mochenli.shardingshere.controller; import com.mochenli.shardingshere.entity.DataBaseConfig; import com.mochenli.shardingshere.entity.Order; import com.mochenli.shardingshere.mapper.DataBaseConfigMapper; import com.mochenli.shardingshere.mapper.OrderMapper; import com.mybatisflex.core.datasource.DataSourceKey; import com.mybatisflex.core.paginate.Page; import com.mybatisflex.core.query.QueryWrapper; import lombok.AllArgsConstructor; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RestController; import java.util.HashMap; import java.util.List; import java.util.Map; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 18:11 */ @RestController @AllArgsConstructor public class TestController { private final OrderMapper orderMapper; private final DataBaseConfigMapper dataBaseConfigMapper; /** * 测试事务问题 * 正常情况 */ @GetMapping("/testTransaction") public Map<String,Object> testTransaction(){ Map<String,Object> map = new HashMap<>(); List<DataBaseConfig> dataBaseConfigs = dataBaseConfigMapper.selectAll(); map.put("dataBaseConfigs",dataBaseConfigs); DataSourceKey.clear();//清除数据源 //切换数据源 使用ShardingDataSource数据源 DataSourceKey.use("getShardingDataSource"); List<Order> orders = orderMapper.selectAll(); map.put("orders",orders); return map; } }
结果:
2、出错进行事务回滚情况一
package com.mochenli.shardingshere.controller; import com.mochenli.shardingshere.entity.DataBaseConfig; import com.mochenli.shardingshere.entity.Order; import com.mochenli.shardingshere.mapper.DataBaseConfigMapper; import com.mochenli.shardingshere.mapper.OrderMapper; import com.mybatisflex.core.datasource.DataSourceKey; import com.mybatisflex.core.paginate.Page; import com.mybatisflex.core.query.QueryWrapper; import lombok.AllArgsConstructor; import org.springframework.transaction.annotation.Transactional; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RestController; import java.util.HashMap; import java.util.List; import java.util.Map; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 18:11 */ @RestController @AllArgsConstructor public class TestController { private final OrderMapper orderMapper; private final DataBaseConfigMapper dataBaseConfigMapper; /** * 测试事务问题 * 报错情况一 不分库的数据源报错 回滚 */ @GetMapping("/testTransactionError") @Transactional public void testTransactionError() { DataBaseConfig dataBaseConfig = new DataBaseConfig(); dataBaseConfig.setConnectionName("连接名称"); dataBaseConfig.setJdbcUrl("连接字符串"); dataBaseConfig.setUsername("用户名"); dataBaseConfig.setPassword("密码"); dataBaseConfig.setDriverClassName("驱动"); //进行新增 dataBaseConfigMapper.insert(dataBaseConfig); //模拟报错 int i = 10 / 0; DataSourceKey.clear();//清除数据源 //切换数据源 使用ShardingDataSource数据源 DataSourceKey.use("getShardingDataSource"); List<Order> orders = orderMapper.selectAll(); } }
3、出错进行事务回滚情况二
package com.mochenli.shardingshere.controller; import com.mochenli.shardingshere.entity.DataBaseConfig; import com.mochenli.shardingshere.entity.Order; import com.mochenli.shardingshere.mapper.DataBaseConfigMapper; import com.mochenli.shardingshere.mapper.OrderMapper; import com.mybatisflex.core.datasource.DataSourceKey; import com.mybatisflex.core.paginate.Page; import com.mybatisflex.core.query.QueryWrapper; import androidlombok.AllArgsConsandroidtructor; import org.springframework.transaction.annotation.Transactional; import org.springframework.web.bind.annotation.GetMapping; import org.springframework.web.bind.annotation.RestController; import java.util.HashMap; import java.util.List; import java.util.Map; /** * @author: MoChenLi * @description: * @createTime: 2024-06-29 18:11 */ @RestController @AllArgsConstructor public class TestController { private final OrderMapper orderMapper; private final DataBaseConfigMapper dataBaseConfigMapper; /** * 测试事务问题 * 报错情况二 分库分表的数据源报错 回滚 */ @GetMapping("/testTransactionError1") @Transactional public void testTransactionError1() { //切换数据源 使用ShardingDataSource数据源 DataSourceKey.use("getShardingDataSource"); for (int i = 1; i <= 5; i++) { Order order = new Order(); //不出错 1%2=1应该在server_order1库当中 order.setUserId(1L); //不出错 "事务回滚测试".hashCode() % 2 = 0 应该在 t_order0表当中; order.setOrderNo("事务回滚测试"); orderMapper.insert(order); } //模拟报错 int k = 10 / 0; DataSourceKey.clear();//清除数据源 List<DataBaseConfig> dataBaseConfigs = dataBaseConfigMapper.selectAll(); } }
结果回滚了
补充:mybatis-plus不支持多数据源切换,得自己实现,且还得自己进行自定义事务增强
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