Spring Boot 多数据源配置全面指南
在现代企业应用中,多数据源配置已成为常见需求,无论是为了业务模块分离、读写分离还是历史数据归档。本文将详细介绍在 Spring Boot 项目中配置多数据源的多种方法,从基础配置到高级动态切换,帮助您根据实际需求选择最适合的方案。
一、基础多数据源配置
1. 添加必要依赖
首先在pom.xml中添加基础依赖:
<dependencies>
<!-- Spring Boot JDBC Starter -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-jdbc</artifactId>
</dependency>
<!-- MySQL驱动 -->
<dependency>
<groupId>mysql</groupId>
<artifactId>mysql-connector-java</artifactId>
<version>8.0.33</version>
</dependency>
<!-- 可选:HikariCP连接池 -->
<dependency>
<groupId>com.zaxxer</groupId>
<artifactId>HikariCP</artifactId>
</dependency>
</dependencies>2. 配置数据源信息
在application.yml中定义多个数据源:
spring:
datasource:
primary:
url: jdbc:mysql://localhost:3306/db_primary
username: root
password: 123456
driver-class-name: com.mysql.cj.jdbc.Driver
hikari:
maximum-pool-size: 10
secondary:
url: jdbc:mysql://localhost:3306/db_secondary
username: root
password: 123456
driver-class-name: com.mysql.cj.jdbc.Driver
hikari:
maximum-pool-size: 53. 创建数据源Bean
通过@Configuration类创建不同的数据源:
@Configuration
public class DataSourceConfig {
@Primary
@Bean("primaryDataSource")
@ConfigurationProperties(prefix = "spring.datasource.primary")
public DataSource primaryDataSource() {
return DataSourceBuilder.create().build();
}
@Bean("secondaryDataSource")
@ConfigurationProperties(prefix = "spring.datasource.secondary")
public DataSource secondaryDataSource() {
return DataSourceBuilder.create().build();
}
}二、JPA多数据源配置
1. 主数据源JPA配置
@Configuration
@EnableTransactionManagement
@EnableJpaRepositories(
basePackages = "com.example.repository.primary",
entityManagerFactoryRef = "primaryEntityManagerFactory",
transactionManagerRef = "primaryTransactionManager"
)
public class PrimaryJpaConfig {
@Autowired
@Qualifier("primaryDataSource")
private DataSource primaryDataSource;
@Primary
@Bean
public LocalContainerEntityManagerFactoryBean primaryEntityManagerFactory(
EntityManagerFactoryBuilder builder) {
return builder
.dataSource(primaryDataSource)
.packages("com.example.entity.primary")
.persistenceUnit("primaryPersistenceUnit")
.properties(jpaProperties())
.build();
}
private Map<String, Object> jpaProperties() {
Map<String, Object> props = new HashMap<>();
props.put("hibernate.hbm2ddl.auto", "update");
props.put("hibernate.dialect", "org.hibernate.dialect.MySQL8Dialect");
return props;
}
@Primary
@Bean
public PlatformTransactionManager primaryTransactionManager(
@Qualifier("primaryEntityManagerFactory") EntityManagerFactory emf) {
return new JpaTransactionManager(emf);
}
}2. 次数据源JPA配置
@Configuration
@EnableTransactionManagement
@EnableJpaRepositories(
basePackages = "com.example.repository.secondary",
entityManagerFactoryRef = "secondaryEntityManagerFactory",
transactionManagerRef = "secondaryTransactionManager"
)
public class SecondaryJpaConfig {
@Autowired
@Qualifier("secondaryDataSource")
private DataSource secondaryDataSource;
@Bean
public LocalContainerEntityManagerFactoryBean secondaryEntityManagerFactory(
EntityManagerFactoryBuilder builder) {
return builder
.dataSource(secondaryDataSource)
.packages("com.example.entity.secondary")
.persistenceUnit("secondaryPersistenceUnit")
.properties(jpaProperties())
.build();
}
private Map<String, Object> jpaProperties() {
Map<String, Object> props = new HashMap<>();
props.put("hibernate.hbm2ddl.auto", "update");
props.put("hibernate.dialect", "org.hibernate.dialect.MySQL8Dialect");
return props;
}
@Bean
public PlatformTransactionManager secondaryTransactionManager(
@Qualifier("secondaryEntityManagerFactory") EntityManagerFactory emf) {
return new JpaTransactionManager(emf);
}
}三、MyBatis多数据源配置
1. 主数据源MyBatis配置
@Configuration
@MapperScan(
basePackages = "com.example.mapper.primary",
sqlSessionFactoryRef = "primarySqlSessionFactory"
)
public class PrimaryMyBatisConfig {
@Primary
@Bean
@ConfigurationProperties(prefix = "spring.datasource.primary")
public DataSource primaryDataSource() {
return DataSourceBuilder.create().build();
}
@Primary
@Bean
public SqlSessionFactory primarySqlSessionFactory(
@Qualifier("primaryDataSource") DataSource dataSource) throws Exception {
SqlSessionFactoryBean sessionFactory = new SqlSessionFactoryBean();
sessionFactory.setDataSource(dataSource);
sessionFactory.setMapperLocations(
new PathMatchingResourcePatternResolver()
.getResources("classpath:mapper/primary/*.xml"));
return sessionFactory.getObject();
}
@Primary
@Bean
public SqlSessionTemplate primarySqlSessionTemplate(
@Qualifier("primarySqlSessionFactory") SqlSessionFactory sqlSessionFactory) {
return new SqlSessionTemplate(sqlSessionFactory);
}
}2. 次数据源MyBatis配置
@Configuration
@MapperScan(
basePackages = "com.example.mapper.secondary",
sqlSessionFactoryRef = "secondarySqlSessionFactory"
)
public class SecondaryMyBatisConfig {
@Bean
@ConfigurationProperties(prefix = "spring.datasource.secondary")
public DataSource secondaryDataSource() {
return DataSourceBuilder.create().build();
}
@Bean
public SqlSessionFactory secondarySqlSessionFactory(
@Qualifier("secondaryDataSource") DataSource dataSource) throws Exception {
SqlSessionFactoryBean sessionFactory = new SqlSessionFactoryBean();
sessionFactory.setDataSource(dataSource);
sessionFactory.setMapperLocations(
new PathMatchingResourcePatternResolver()
.getResources("classpath:mapper/secondary/*.xml"));
return sessionFactory.getObject();
}
@Bean
public SqlSessionTemplate secondarySqlSessionTemplate(
@Qualifier("secondarySqlSessionFactory") SqlSessionFactory sqlSessionFactory) {
return new SqlSessionTemplate(sqlSessionFactory);
}
}四、动态数据源配置(运行时切换)
1. 抽象路由数据源
public class DynamicDataSource extends AbstractRoutingDataSource {
@Override
protected Object determineCurrentLookupKey() {
return DataSourceContextHolder.getDataSourceType();
}
}2. 数据源上下文持有者
public class DataSourceContextHolder {
private static final ThreadLocal<String> contextHolder = new ThreadLocal<>();
public static void setDataSourceType(String dataSourceType) {
contextHolder.set(dataSourceType);
}
public static String getDataSourceType() {
return contextHolder.get();
}
public static void clearDataSourceType() {
contextHolder.remove();
}
}3. 配置动态数据源
@Configuration
public class DynamicDataSourceConfig {
@Bean
@ConfigurationProperties(prefix="spring.datasource.primary")
public DataSource primaryDataSource() {
return DataSourceBuilder.create().build();
}
@Bean
@ConfigurationProperties(prefix="spring.datasource.secondary")
public DataSource secondaryDataSource() {
return DataSourceBuilder.create().build();
}
@Primary
@Bean
public DataSource dynamicDataSource(
@Qualifier("primaryDataSource") DataSource primaryDataSource,
@Qualifier("secondaryDataSource") DataSource secondaryDataSource) {
Map<Object, Object> targetDataSources = new HashMap<>();
targetDataSources.put("primary", primaryDataSource);
targetDataSources.put("secondary", secondaryDataSource);
DynamicDataSource dynamicDataSource = new DynamicDataSource();
dynamicDataSource.setTargetDataSources(targetDataSources);
dynamicDataSource.setDefaultTargetDataSource(primaryDataSource);
return dynamicDataSource;
}
}4. 使用AOP切换数据源
@Aspect
@Component
public class DataSourceAspect {
@Pointcut("@annotation(com.example.annotation.TargetDataSource)")
public void dataSourcePointCut() {}
@Before("dataSourcePointCut()")
public void before(JoinPoint point) {
MethodSignature signature = (MethodSignature) point.getSignature();
Method method = signature.getMethod();
TargetDataSource ds = method.getAnnotation(TargetDataSource.class);
if (ds == null) {
DataSourceContextHolder.setDataSourceType("primary");
} else {
DataSourceContextHolder.setDataSourceType(ds.value());
}
}
@After("dataSourcePointCut()")
public void after(JoinPoint point) {
DataSourceContextHolder.clearDataSourceType();
}
}5. 自定义注解
@Target({ElementType.METHOD, ElementType.TYPE})
@Retention(RetentionPolicy.RUNTIME)
@Documented
public @interface TargetDataSource {
String value() default "primary";
}6. 使用示例
@Service
public class UserService {
@Autowired
private UserMapper userMapper;
// 使用主数据源
public User getPrimaryUser(Long id) {
return userMapper.selectById(id);
}
// 使用次数据源
@TargetDataSource("secondary")
public User getSecondaryUser(Long id) {
return userMapper.selectById(id);
}
}五、使用dynamic-datasource-spring-boot-starter简化配置
1. 添加依赖
<dependency>
<groupId>com.baomidou</groupId>
<artifactId>dynamic-datasource-spring-boot-starter</artifactId>
<version>3.1.0</version>
</dependency>2. 配置数据源
spring:
datasource:
dynamic:
primary: master1
strict: false
datasource:
master1:
url: jdbc:mysql://127.0.0.1:3306/master1
username: root
password: andrew
driver-class-name: com.mysql.cj.jdbc.Driver
master2:
url: jdbc:mysql://127.0.0.1:3306/master2
username: root
password: andrew
driver-class-name: com.mysql.cj.jdbc.Driver3. 使用@DS注解切换数据源
@Service
@DS("slave")
public class UserServiceImpl implements UserService {
@Autowired
private JdbcTemplate jdbcTemplate;
public List selectAll() {
return jdbcTemplate.queryForList("select * from user");
}
@Override
@DS("slave_1")
public List selectByCondition() {
return jdbcTemplate.queryForList("select * from user where age >10");
}
}六、多数据源事务管理
1. JTA分布式事务(Atomikos)
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-jta-atomikos</artifactId>
</dependency>2. 配置JTA数据源
# 主数据源
spring.jta.atomikos.datasource.primary.unique-resource-name: primaryDS
spring.jta.atomikos.datasource.primary.xa-data-source-class-name: com.mysql.cj.jdbc.MysqlXADataSource
spring.jta.atomikos.datasource.primary.xa-properties.url: jdbc:mysql://localhost:3306/db1
spring.jta.atomikos.datasource.primary.xa-properties.user: root
spring.jta.atomikos.datasource.primary.xa-properties.password: 123456
# 次数据源
spring.jta.atomikos.datasource.secondary.unique-resource-name: secondaryDS
spring.jta.atomikos.datasource.secondary.xa-data-source-class-name: com.mysql.cj.jdbc.MysqlXADataSource
spring.jta.atomikos.datasource.secondary.xa-properties.url: jdbc:mysql://localhost:3306/db2
spring.jta.atomikos.datasource.secondary.xa-properties.user: root
spring.jta.atomikos.datasource.secondary.xa-properties.password: 1234563. 使用分布式事务
@Service
public class OrderService {
@Transactional // 跨数据源事务
public void placeOrder(Order order) {
// 操作主数据源
primaryRepository.save(order);
// 操作次数据源
auditRepository.logOrder(order);
// 如果此处抛出异常,两个操作都会回滚
}
}七、最佳实践与常见问题
1. 最佳实践
命名规范:为每个数据源使用清晰的命名 (如 customerDS, orderDS)
包结构分离:按数据源分离包结构 (com.example.repository.primary / .secondary)
连接池配置:根据访问频率配置不同的连接池大小
监控指标:为每个数据源配置独立的监控
性能考虑:高频访问的数据源使用更大的连接池
测试策略:为每个数据源编写独立的测试类
2. 常见问题解决
问题 1:循环依赖
// 解决方法:使用@DependsOn
@Bean
@DependsOn("dynamicDataSource")
public PlatformTransactionManager transactionManager() {
return new DataSourceTransactionManager(dynamicDataSource());
}问题 2:MyBatis 缓存冲突
// 解决方法:为每个SqlSessionFactory配置独立的缓存环境
sqlSessionFactory.setConfiguration(configuration);
configuration.setEnvironment(new Environment(
"primaryEnv", transactionFactory, dataSource));问题 3:事务传播行为异常
// 解决方法:明确指定事务管理器
@Transactional(transactionManager = "primaryTransactionManager")
public void primaryOperation() {
// ...
}通过以上配置,Spring Boot 应用可以灵活地支持多数据源场景,无论是简单的多库连接还是复杂的动态数据源切换需求。根据实际业务场景选择最适合的配置方式,并注意事务管理和性能调优。
Spring Boot 多数据源配置全面指南
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