MyBatis-Flex+ShardingSphere-JDBC多數(shù)據(jù)源分庫分表實現(xiàn)
1、目的
用于動態(tài)配置ShardingSphere-JDBC實現(xiàn)配置化分庫分表
2、實現(xiàn)
2-1、導入MyBatis-Flex和ShardingSphere-JDBC的相關依賴
<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、配置初始化的數(shù)據(jù)庫連接用來加載配置,當然用配置中心來保存初始化數(shù)據(jù)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、初始化數(shù)據(jù)源進行配置查詢
初始化數(shù)據(jù)源配置類:
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 {
/**
* 根據(jù)配置文件構建數(shù)據(jù)源
* @return
*/
@Bean
@ConfigurationProperties(prefix = "spring.datasource.ds1")
public DataSource dataSourceOne(){
return DataSourceBuilder.create().build();
}
}
數(shù)據(jù)配置表以及數(shù)據(jù)
/* 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 `databaseconfig`; CREATE TABLE `databaseconfig` ( `id` int NOT NULL AUTO_INCREMENT COMMENT '主鍵唯一標識', `jdbc_url` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '數(shù)據(jù)庫連接', `driver_class_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '數(shù)據(jù)庫連接驅動', `username` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '數(shù)據(jù)庫連接用戶名', `password` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '數(shù)據(jù)庫連接密碼', `Connection_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_0900_ai_ci NULL DEFAULT NULL COMMENT '數(shù)據(jù)庫連接名稱', 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;
數(shù)據(jù)庫配置對象類
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類
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數(shù)據(jù)源實現(xiàn)分庫分表
分片算法可查看鏈接
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的內存模式
* @return
*/
@Bean
public ModeConfiguration getModeConfiguration() {
ModeConfiguration modeConfiguration = new ModeConfiguration("Memory", null, false);
return modeConfiguration;
}
/**
* 構建ShardingDataSource數(shù)據(jù)源
* @return
* @throws SQLException
*/
public DataSource getShardingDataSource() throws SQLException {
//查詢數(shù)據(jù)庫的數(shù)據(jù)連接配置設置到dataSourceMap當中
Map<String, DataSource> dataSourceMap = new HashMap<>();
List<DataBaseConfig> dataBaseConfigs = dataBaseConfigMapper.selectAll();
for (DataBaseConfig dataBaseConfig : dataBaseConfigs) {
DataSource dataSource = createDataSource(dataBaseConfig);
dataSourceMap.put(dataBaseConfig.getConnectionName(), dataSource);
}
//以下分片配置的規(guī)則也可持久化從數(shù)據(jù)庫查詢出來進行配置 此處用于演示所需即靜態(tài)配置
// 配置分片規(guī)則
ShardingRuleConfiguration shardingRuleConfig = new ShardingRuleConfiguration();
//算法相關配置
Map<String, ShardingSphereAlgorithmConfiguration> shardingSphereAlgorithmConfigurations = new HashMap<>();
Properties properties = new Properties();
properties.put("algorithm-expression","server-order$->{user_id % 2}");
ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfiguration = new ShardingSphereAlgorithmConfiguration("INLINE",properties);
Properties properties1 = new Properties();
properties1.put("sharding-count","2");
ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfiguration1 = new ShardingSphereAlgorithmConfiguration("MOD",properties1);
Properties properties2 = new Properties();
properties2.put("sharding-count","2");
ShardingSphereAlgorithmConfiguration shardingSphereAlgorithmConfiguration2 = new ShardingSphereAlgorithmConfiguration("HASH_MOD",properties2);
shardingSphereAlgorithmConfigurations.put("alg_inline_userid",shardingSphereAlgorithmConfiguration);
shardingSphereAlgorithmConfigurations.put("alg_mod",shardingSphereAlgorithmConfiguration1);
shardingSphereAlgorithmConfigurations.put("alg_hash_mod",shardingSphereAlgorithmConfiguration2);
shardingRuleConfig.setShardingAlgorithms(shardingSphereAlgorithmConfigurations);
//分庫分表策略配置
Collection<ShardingTableRuleConfiguration> shardingTableRuleConfigurations = new ArrayList<>();
//分庫策略
ShardingTableRuleConfiguration shardingTableRuleConfiguration = new ShardingTableRuleConfiguration("t_order","server-order$->{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);
//配置主鍵算法生成策略
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);
//屬性設置運行sql打印顯示
Properties properties3 = new Properties();
properties3.put("sql-show",true);
// 創(chuàng)建ShardingDataSource
DataSource dataSources = ShardingSphereDataSourceFactory.createDataSource(dataSourceMap, Collections.singleton(shardingRuleConfig),properties3 );
return dataSources;
}
/**
* 創(chuàng)建數(shù)據(jù)源連接
* @param dataBaseConfig
* @return
*/
public static DataSource createDataSource(DataBaseConfig dataBaseConfig) {
// 創(chuàng)建數(shù)據(jù)源,這里需要根據(jù)實際情況創(chuàng)建,例如使用HikariCP、Druid等連接池
HikariDataSource dataSource = new HikariDataSource();
dataSource.setDriverClassName(dataBaseConfig.getDriverClassName());
dataSource.setJdbcUrl(dataBaseConfig.getJdbcUrl());
dataSource.setUsername(dataBaseConfig.getUsername());
dataSource.setPassword(dataBaseConfig.getPassword());
//不使用連接池
//DriverManagerDataSource dataSource1 = new DriverManagerDataSource();
//dataSource1.setDriverClassName(dataBaseConfig.getDriverClassName());
//dataSource1.setUrl(dataBaseConfig.getJdbcUrl());
//dataSource1.setUsername(dataBaseConfig.getUsername());
//dataSource1.setPassword(dataBaseConfig.getPassword());
return dataSource;
}
}
2-5、兩個數(shù)據(jù)庫連接server-order0和server-order1的表結構如下:分別在兩個庫當中運行
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, `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; -- ---------------------------- -- 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、實體這個@Table(“t_order”)是邏輯表名ShardingConfig分庫策略時設置的
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、測試
3-1、測試分庫分表的新增
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
* 測試新增 因為前面配置是根據(jù)user_id進行分庫 分庫算法是:取模分片,算法類型:MOD 分片數(shù)量是 2
* 分表算法是根據(jù) order_no 進行分表 分表算法是 哈希取模分片算法,類型:HASH_MOD 分片數(shù)量是 2
*/
@GetMapping("/testAddOrder")
public String addTOrder(){
//切換數(shù)據(jù)源 使用ShardingDataSource數(shù)據(jù)源
DataSourceKey.use("getShardingDataSource");
//進行分庫分表插入
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";
}
}
結果如下所示:

server_order0.t_order0

server_order0.t_order1

server_order1.t_order0

server_order1.t_order1

3-2、測試分頁查詢:
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 {
private final OrderMapper orderMapper;
/**
* 測試分頁查詢
* @return
*/
@GetMapping("/testPageOrder")
public Page<Order> getPage(){
//切換數(shù)據(jù)源 使用ShardingDataSource數(shù)據(jù)源
DataSourceKey.use("getShardingDataSource");
//進行分頁查詢
Page<Order> page = new Page<>();
page.setPageNumber(1);
page.setPageSize(27);
Page<Order> paginate = orderMapper.paginate(page, new QueryWrapper());
return paginate;
}
結果如下:

3-3、測試事務問題
1、正常情況
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;
/**
* 測試事務問題
* 正常情況
*/
@GetMapping("/testTransaction")
public Map<String,Object> testTransaction(){
Map<String,Object> map = new HashMap<>();
List<DataBaseConfig> dataBaseConfigs = dataBaseConfigMapper.selectAll();
map.put("dataBaseConfigs",dataBaseConfigs);
DataSourceKey.clear();//清除數(shù)據(jù)源
//切換數(shù)據(jù)源 使用ShardingDataSource數(shù)據(jù)源
DataSourceKey.use("getShardingDataSource");
List<Order> orders = orderMapper.selectAll();
map.put("orders",orders);
return map;
}
}
結果:

2、出錯進行事務回滾情況一
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;
/**
* 測試事務問題
* 報錯情況一 不分庫的數(shù)據(jù)源報錯 回滾
*/
@GetMapping("/testTransactionError")
@Transactional
public void testTransactionError() {
DataBaseConfig dataBaseConfig = new DataBaseConfig();
dataBaseConfig.setConnectionName("連接名稱");
dataBaseConfig.setJdbcUrl("連接字符串");
dataBaseConfig.setUsername("用戶名");
dataBaseConfig.setPassword("密碼");
dataBaseConfig.setDriverClassName("驅動");
//進行新增
dataBaseConfigMapper.insert(dataBaseConfig);
//模擬報錯
int i = 10 / 0;
DataSourceKey.clear();//清除數(shù)據(jù)源
//切換數(shù)據(jù)源 使用ShardingDataSource數(shù)據(jù)源
DataSourceKey.use("getShardingDataSource");
List<Order> orders = orderMapper.selectAll();
}
}


3、出錯進行事務回滾情況二
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 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;
/**
* 測試事務問題
* 報錯情況二 分庫分表的數(shù)據(jù)源報錯 回滾
*/
@GetMapping("/testTransactionError1")
@Transactional
public void testTransactionError1() {
//切換數(shù)據(jù)源 使用ShardingDataSource數(shù)據(jù)源
DataSourceKey.use("getShardingDataSource");
for (int i = 1; i <= 5; i++) {
Order order = new Order();
//不出錯 1%2=1應該在server_order1庫當中
order.setUserId(1L);
//不出錯 "事務回滾測試".hashCode() % 2 = 0 應該在 t_order0表當中;
order.setOrderNo("事務回滾測試");
orderMapper.insert(order);
}
//模擬報錯
int k = 10 / 0;
DataSourceKey.clear();//清除數(shù)據(jù)源
List<DataBaseConfig> dataBaseConfigs = dataBaseConfigMapper.selectAll();
}
}
結果回滾了

補充:mybatis-plus不支持多數(shù)據(jù)源切換,得自己實現(xiàn),且還得自己進行自定義事務增強
到此這篇關于MyBatis-Flex+ShardingSphere-JDBC多數(shù)據(jù)源分庫分表實現(xiàn)的文章就介紹到這了,更多相關MyBatis-Flex+ShardingSphere-JDBC 分庫分表內容請搜索腳本之家以前的文章或繼續(xù)瀏覽下面的相關文章希望大家以后多多支持腳本之家!
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