本项目使用 Spring Boot 和 MyBatis 实现多数据源,动态数据源的切换;有多种不同的实现方式,在学习的过程中发现没有文章将这些方式和常见的问题集中处理,所以将常用的方式和常见的问题都写在了在本项目的不同分支上:
- master: 使用了多数据源的 RESTful API 接口,使用 Druid 实现了 DAO 层数据源动态切换和只读数据源负载均衡
- dev: 最简单的切面和注解方式实现的动态数据源切换
- druid: 通过切面和注解方式实现的使用 Druid 连接池的动态数据源切换
- aspect_dao: 通过切面实现的 DAO 层的动态数据源切换
- roundrobin: 通过切面使用轮询方式实现的只读数据源负载均衡
- hikari: 升级到SpringBoot 2.0版本 数据源使用 Hikari
以上分支都是基于 dev 分支修改或扩充而来,基本涵盖了常用的多数据源动态切换的方式,基本的原理都一样,都是通过切面根据不同的条件在执行数据库操作前切换数据源
在使用的过程中基本踩遍了所有动态数据源切换的坑,将常见的一些坑和解决方法写在了 Issues 里面
该项目使用了一个可写数据源和多个只读数据源,为了减少数据库压力,使用轮循的方式选择只读数据源;考虑到在一个 Service 中同时会有读和写的操作,所以本应用使用 AOP 切面通过 DAO 层的方法名切换只读数据源;但这种方式要求数据源主从一致,并且应当避免在同一个 Service 方法中写入后立即查询,如果必须在执行写入操作后立即读取,应当在 Service 方法上添加
@Transactional
注解以保证使用主数据源
需要注意的是,使用 DAO 层切面后不应该在 Service 类层面上加
@Transactional
注解,而应该添加在方法上,这也是 Spring 推荐的做法
动态切换数据源依赖
configuration
包下的4个类来实现,分别是:
- DataSourceRoutingDataSource.java
- DataSourceConfigurer.java
- DynamicDataSourceContextHolder.java
- DynamicDataSourceAspect.java
dependencies { compile('org.mybatis.spring.boot:mybatis-spring-boot-starter:1.3.2') compile('org.springframework.boot:spring-boot-starter-web') compile('org.springframework.boot:spring-boot-starter-aop') runtime('mysql:mysql-connector-java') testCompile('org.springframework.boot:spring-boot-starter-test') }
- 分别创建数据库
product_master
,product_slave_alpha
,product_slave_beta
,product_slave_gamma
- 在以上数据库中分别创建表
product
,并插入不同数据
DROP DATABASE IF EXISTS product_master; CREATE DATABASE product_master; CREATE TABLE product_master.product( id INT PRIMARY KEY AUTO_INCREMENT, name VARCHAR(50) NOT NULL, price DOUBLE(10,2) NOT NULL DEFAULT 0); INSERT INTO product_master.product (name, price) VALUES('master', '1'); DROP DATABASE IF EXISTS product_slave_alpha; CREATE DATABASE product_slave_alpha; CREATE TABLE product_slave_alpha.product( id INT PRIMARY KEY AUTO_INCREMENT, name VARCHAR(50) NOT NULL, price DOUBLE(10,2) NOT NULL DEFAULT 0); INSERT INTO product_slave_alpha.product (name, price) VALUES('slaveAlpha', '1'); DROP DATABASE IF EXISTS product_slave_beta; CREATE DATABASE product_slave_beta; CREATE TABLE product_slave_beta.product( id INT PRIMARY KEY AUTO_INCREMENT, name VARCHAR(50) NOT NULL, price DOUBLE(10,2) NOT NULL DEFAULT 0); INSERT INTO product_slave_beta.product (name, price) VALUES('slaveBeta', '1'); DROP DATABASE IF EXISTS product_slave_gamma; CREATE DATABASE product_slave_gamma; CREATE TABLE product_slave_gamma.product( id INT PRIMARY KEY AUTO_INCREMENT, name VARCHAR(50) NOT NULL, price DOUBLE(10,2) NOT NULL DEFAULT 0); INSERT INTO product_slave_gamma.product (name, price) VALUES('slaveGamma', '1');
- application.properties
spring.datasource.type=com.zaxxer.hikari.HikariDataSource # Master datasource config spring.datasource.hikari.master.name=master spring.datasource.hikari.master.driver-class-name=com.mysql.jdbc.Driver spring.datasource.hikari.master.jdbc-url=jdbc:mysql://localhost/product_master?useSSL=false spring.datasource.hikari.master.port=3306 spring.datasource.hikari.master.username=root spring.datasource.hikari.master.password=123456 # SlaveAlpha datasource config spring.datasource.hikari.slave-alpha.name=SlaveAlpha spring.datasource.hikari.slave-alpha.driver-class-name=com.mysql.jdbc.Driver spring.datasource.hikari.slave-alpha.jdbc-url=jdbc:mysql://localhost/product_slave_alpha?useSSL=false spring.datasource.hikari.slave-alpha.port=3306 spring.datasource.hikari.slave-alpha.username=root spring.datasource.hikari.slave-alpha.password=123456 # SlaveBeta datasource config spring.datasource.hikari.slave-beta.name=SlaveBeta spring.datasource.hikari.slave-beta.driver-class-name=com.mysql.jdbc.Driver spring.datasource.hikari.slave-beta.jdbc-url=jdbc:mysql://localhost/product_slave_beta?useSSL=false spring.datasource.hikari.slave-beta.port=3306 spring.datasource.hikari.slave-beta.username=root spring.datasource.hikari.slave-beta.password=123456 # SlaveGamma datasource config spring.datasource.hikari.slave-gamma.name=SlaveGamma spring.datasource.hikari.slave-gamma.driver-class-name=com.mysql.jdbc.Driver spring.datasource.hikari.slave-gamma.jdbc-url=jdbc:mysql://localhost/product_slave_gamma?useSSL=false spring.datasource.hikari.slave-gamma.port=3306 spring.datasource.hikari.slave-gamma.username=root spring.datasource.hikari.slave-gamma.password=123456 spring.aop.proxy-target-class=true server.port=9999
- DataSourceKey.java
package cn.com.hellowood.dynamicdatasource.common; public enum DataSourceKey { master, slaveAlpha, slaveBeta, slaveGamma }
- DataSourceRoutingDataSource.java
该类继承自
AbstractRoutingDataSource
类,在访问数据库时会调用该类的determineCurrentLookupKey()
方法获取数据库实例的 key
package cn.com.hellowood.dynamicdatasource.configuration; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.jdbc.datasource.lookup.AbstractRoutingDataSource; public class DynamicRoutingDataSource extends AbstractRoutingDataSource { private final Logger logger = LoggerFactory.getLogger(getClass()); @Override protected Object determineCurrentLookupKey() { logger.info("Current DataSource is [{}]", DynamicDataSourceContextHolder.getDataSourceKey()); return DynamicDataSourceContextHolder.getDataSourceKey(); } }
- DataSourceConfigurer.java
数据源配置类,在该类中生成多个数据源实例并将其注入到
ApplicationContext
中
package cn.com.hellowood.dynamicdatasource.configuration; import org.mybatis.spring.SqlSessionFactoryBean; import org.springframework.boot.jdbc.DataSourceBuilder; import org.springframework.boot.context.properties.ConfigurationProperties; import org.springframework.context.annotation.Bean; import org.springframework.context.annotation.Configuration; import org.springframework.context.annotation.Primary; import javax.sql.DataSource; import java.util.HashMap; import java.util.Map; @Configuration public class DataSourceConfigurer { /** * master DataSource * @Primary 注解用于标识默认使用的 DataSource Bean,因为有5个 DataSource Bean,该注解可用于 master * 或 slave DataSource Bean, 但不能用于 dynamicDataSource Bean, 否则会产生循环调用 * * @ConfigurationProperties 注解用于从 application.properties 文件中读取配置,为 Bean 设置属性 * @return data source */ @Bean("master") @Primary @ConfigurationProperties(prefix = "spring.datasource.hikari.master") public DataSource master() { return DataSourceBuilder.create().build(); } /** * Slave alpha data source. * * @return the data source */ @Bean("slaveAlpha") @ConfigurationProperties(prefix = "spring.datasource.hikari.slave-alpha") public DataSource slaveAlpha() { return DataSourceBuilder.create().build(); } /** * Slave beta data source. * * @return the data source */ @Bean("slaveBeta") @ConfigurationProperties(prefix = "spring.datasource.hikari.slave-beta") public DataSource slaveBeta() { return DataSourceBuilder.create().build(); } /** * Slave gamma data source. * * @return the data source */ @Bean("slaveGamma") @ConfigurationProperties(prefix = "spring.datasource.druid.slave-gamma") public DataSource slaveGamma() { return DataSourceBuilder.create().build(); } /** * Dynamic data source. * * @return the data source */ @Bean("dynamicDataSource") public DataSource dynamicDataSource() { DynamicRoutingDataSource dynamicRoutingDataSource = new DynamicRoutingDataSource(); Map<Object, Object> dataSourceMap = new HashMap<>(4); dataSourceMap.put(DataSourceKey.master.name(), master()); dataSourceMap.put(DataSourceKey.slaveAlpha.name(), slaveAlpha()); dataSourceMap.put(DataSourceKey.slaveBeta.name(), slaveBeta()); dataSourceMap.put(DataSourceKey.slaveGamma.name(), slaveGamma()); // 将 master 数据源作为默认指定的数据源 dynamicRoutingDataSource.setDefaultTargetDataSource(master()); // 将 master 和 slave 数据源作为指定的数据源 dynamicRoutingDataSource.setTargetDataSources(dataSourceMap); // 将数据源的 key 放到数据源上下文的 key 集合中,用于切换时判断数据源是否有效 DynamicDataSourceContextHolder.dataSourceKeys.addAll(dataSourceMap.keySet()); // 将 Slave 数据源的 key 放在集合中,用于轮循 DynamicDataSourceContextHolder.slaveDataSourceKeys.addAll(dataSourceMap.keySet()); DynamicDataSourceContextHolder.slaveDataSourceKeys.remove(DataSourceKey.master.name()); return dynamicRoutingDataSource; } /** * 配置 SqlSessionFactoryBean * @ConfigurationProperties 在这里是为了将 MyBatis 的 mapper 位置和持久层接口的别名设置到 * Bean 的属性中,如果没有使用 *.xml 则可以不用该配置,否则将会产生 invalid bond statement 异常 * * @return the sql session factory bean */ @Bean @ConfigurationProperties(prefix = "mybatis") public SqlSessionFactoryBean sqlSessionFactoryBean() { SqlSessionFactoryBean sqlSessionFactoryBean = new SqlSessionFactoryBean(); // 配置 MyBatis sqlSessionFactoryBean.setTypeAliasesPackage("cn.com.hellowood.dynamicdatasource.mapper"); sqlSessionFactoryBean.setMapperLocations(new PathMatchingResourcePatternResolver().getResources("mappers/**Mapper.xml")); // 配置数据源,此处配置为关键配置,如果没有将 dynamicDataSource 作为数据源则不能实现切换 sqlSessionFactoryBean.setDataSource(dynamicDataSource()); return sqlSessionFactoryBean; } /** * 注入 DataSourceTransactionManager 用于事务管理 */ @Bean public PlatformTransactionManager transactionManager() { return new DataSourceTransactionManager(dynamicDataSource()); } }
- DynamicDataSourceContextHolder.java
该类为数据源上下文配置,用于切换数据源
package cn.com.hellowood.dynamicdatasource.configuration; import cn.com.hellowood.dynamicdatasource.common.DataSourceKey; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.List; public class DynamicDataSourceContextHolder { private static final Logger logger = LoggerFactory.getLogger(DynamicDataSourceContextHolder.class); /** * 用于轮循的计数器 */ private static int counter = 0; /** * Maintain variable for every thread, to avoid effect other thread */ private static final ThreadLocal<Object> CONTEXT_HOLDER = ThreadLocal.withInitial(DataSourceKey.master); /** * All DataSource List */ public static List<Object> dataSourceKeys = new ArrayList<>(); /** * The constant slaveDataSourceKeys. */ public static List<Object> slaveDataSourceKeys = new ArrayList<>(); /** * To switch DataSource * * @param key the key */ public static void setDataSourceKey(String key) { CONTEXT_HOLDER.set(key); } /** * Use master data source. */ public static void useMasterDataSource() { CONTEXT_HOLDER.set(DataSourceKey.master); } /** * 当使用只读数据源时通过轮循方式选择要使用的数据源 */ public static void useSlaveDataSource() { try { int datasourceKeyIndex = counter % slaveDataSourceKeys.size(); CONTEXT_HOLDER.set(String.valueOf(slaveDataSourceKeys.get(datasourceKeyIndex))); counter++; } catch (Exception e) { logger.error("Switch slave datasource failed, error message is {}", e.getMessage()); useMasterDataSource(); e.printStackTrace(); } } /** * Get current DataSource * * @return data source key */ public static String getDataSourceKey() { return CONTEXT_HOLDER.get(); } /** * To set DataSource as default */ public static void clearDataSourceKey() { CONTEXT_HOLDER.remove(); } /** * Check if give DataSource is in current DataSource list * * @param key the key * @return boolean boolean */ public static boolean containDataSourceKey(String key) { return dataSourceKeys.contains(key); } }
- DynamicDataSourceAspect.java
动态数据源切换的切面,切 DAO 层,通过 DAO 层方法名判断使用哪个数据源,实现数据源切换 关于切面的 Order 可以可以不设,因为
@Transactional
是最低的,取决于其他切面的设置,并且在org.springframework.core.annotation.AnnotationAwareOrderComparator
会重新排序
package cn.com.hellowood.dynamicdatasource.configuration; import org.aspectj.lang.JoinPoint; import org.aspectj.lang.annotation.After; import org.aspectj.lang.annotation.Aspect; import org.aspectj.lang.annotation.Before; import org.aspectj.lang.annotation.Pointcut; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.stereotype.Component; @Aspect @Component public class DynamicDataSourceAspect { private static final Logger logger = LoggerFactory.getLogger(DynamicDataSourceAspect.class); private final String[] QUERY_PREFIX = {"select"}; @Pointcut("execution( * cn.com.hellowood.dynamicdatasource.mapper.*.*(..))") public void daoAspect() { } @Before("daoAspect()") public void switchDataSource(JoinPoint point) { Boolean isQueryMethod = isQueryMethod(point.getSignature().getName()); if (isQueryMethod) { DynamicDataSourceContextHolder.useSlaveDataSource(); logger.info("Switch DataSource to [{}] in Method [{}]", DynamicDataSourceContextHolder.getDataSourceKey(), point.getSignature()); } } @After("daoAspect()") public void restoreDataSource(JoinPoint point) { DynamicDataSourceContextHolder.clearDataSourceKey(); logger.info("Restore DataSource to [{}] in Method [{}]", DynamicDataSourceContextHolder.getDataSourceKey(), point.getSignature()); } private Boolean isQueryMethod(String methodName) { for (String prefix : QUERY_PREFIX) { if (methodName.startsWith(prefix)) { return true; } } return false; } }
- ProductController.java
package cn.com.hellowood.dynamicdatasource.controller; import cn.com.hellowood.dynamicdatasource.common.CommonResponse; import cn.com.hellowood.dynamicdatasource.common.ResponseUtil; import cn.com.hellowood.dynamicdatasource.modal.Product; import cn.com.hellowood.dynamicdatasource.service.ProductService; import cn.com.hellowood.dynamicdatasource.utils.ServiceException; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.web.bind.annotation.*; @RestController @RequestMapping("/product") public class ProductController { @Autowired private ProductService productService; @GetMapping("/{id}") public CommonResponse getProduct(@PathVariable("id") Long productId) throws ServiceException { return ResponseUtil.generateResponse(productService.select(productId)); } @GetMapping public CommonResponse getAllProduct() { return ResponseUtil.generateResponse(productService.getAllProduct()); } @PutMapping("/{id}") public CommonResponse updateProduct(@PathVariable("id") Long productId, @RequestBody Product newProduct) throws ServiceException { return ResponseUtil.generateResponse(productService.update(productId, newProduct)); } @DeleteMapping("/{id}") public CommonResponse deleteProduct(@PathVariable("id") long productId) throws ServiceException { return ResponseUtil.generateResponse(productService.delete(productId)); } @PostMapping public CommonResponse addProduct(@RequestBody Product newProduct) throws ServiceException { return ResponseUtil.generateResponse(productService.add(newProduct)); } }
- ProductService.java
package cn.com.hellowood.dynamicdatasource.service; import cn.com.hellowood.dynamicdatasource.mapper.ProductDao; import cn.com.hellowood.dynamicdatasource.modal.Product; import cn.com.hellowood.dynamicdatasource.utils.ServiceException; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.dao.DataAccessException; import org.springframework.stereotype.Service; import org.springframework.transaction.annotation.Transactional; import java.util.List; @Service public class ProductService { @Autowired private ProductDao productDao; public Product select(long productId) throws ServiceException { Product product = productDao.select(productId); if (product == null) { throw new ServiceException("Product:" + productId + " not found"); } return product; } @Transactional(rollbackFor = DataAccessException.class) public Product update(long productId, Product newProduct) throws ServiceException { if (productDao.update(newProduct) <= 0) { throw new ServiceException("Update product:" + productId + "failed"); } return newProduct; } @Transactional(rollbackFor = DataAccessException.class) public boolean add(Product newProduct) throws ServiceException { Integer num = productDao.insert(newProduct); if (num <= 0) { throw new ServiceException("Add product failed"); } return true; } @Transactional(rollbackFor = DataAccessException.class) public boolean delete(long productId) throws ServiceException { Integer num = productDao.delete(productId); if (num <= 0) { throw new ServiceException("Delete product:" + productId + "failed"); } return true; } public List<Product> getAllProduct() { return productDao.getAllProduct(); } }
- ProductDao.java
package cn.com.hellowood.dynamicdatasource.mapper; import cn.com.hellowood.dynamicdatasource.modal.Product; import org.apache.ibatis.annotations.Mapper; import org.apache.ibatis.annotations.Param; import java.util.List; @Mapper public interface ProductDao { Product select(@Param("id") long id); Integer update(Product product); Integer insert(Product product); Integer delete(long productId); List<Product> getAllProduct(); }
- ProductMapper.xml
启动项目,此时访问
/product/1
会返回product_master
数据库中product
表中的所有数据,多次访问/product
会分别返回product_slave_alpha
、product_slave_beta
、product_slave_gamma
数据库中product
表中的数据,同时也可以在看到切换数据源的 log,说明动态切换数据源是有效的
在该应用中因为使用了 DAO 层的切面切换数据源,所以
@Transactional
注解不能加在类上,只能用于方法;有@Trasactional
注解的方法无法切换数据源