Spring+MyBatis实现数据读写分离的实例代码

网友投稿 231 2023-04-28


Spring+MyBatis实现数据读写分离的实例代码

本文介绍了Spring Boot + MyBatis读写分离,有需要了解Spring+MyBatis读写分离的朋友可参考。希望此文章对各位有所帮助。

其最终实现功能:

默认更新操作都使用写数据源

读操作都使用slave数据源

特殊设置:可以指定要使用的数据源类型及名称(如果有名称,则会根据名称使用相应的数据源)

其实现原理如下:

通过Spring AOP对dao层接口进行拦截,并对需要指定数据源的接口在ThradLocal中设置其数据源类型及名称

通过MyBatsi的插件,对根据更新或者查询操作在ThreadLocal中设置数据源(dao层没有指定的情况下)

继承AbstractRoutingDataSource类。

在此直接写死使用HikariCP作为数据源

其实现步骤如下:

定义其数据源配置文件并进行解析为数据源

定义AbstractRoutingDataSource类及其它注解

定义Aop拦截

定义MyBatis插件

整合在一起

1.配置及解析类

其配置参数直接使用HikariCP的配置,其具体参数可以参考HikariCP。

在此使用yaml格式,名称为datasource.yaml,内容如下:

dds:

write:

jdbcUrl: jdbc:mysql://localhost:3306/order

password: liu123

username: root

maxPoolSize: 10

minIdle: 3

poolName: master

read:

- jdbcUrl: jdbc:mysql://localhost:3306/test

password: liu123

username: root

maxPoolSize: 10

minIdle: 3

poolName: slave1

- jdbcUrl: jdbc:mysql://localhost:3306/test2

password: liu123

username: root

maxPoolSize: 10

minIdle: 3

poolName: slave2

定义该配置所对应的Bean,名称为DBConfig,内容如下:

@Component

@ConfigurationProperties(locations = "classpath:datasource.yaml", prefix = "dds")

public class DBConfig {

private List read;

private HikariConfig write;

public List getRead() {

return read;

}

public void setRead(List read) {

this.read = read;

}

public HikariConfig getWrite() {

return write;

}

public void setWrite(HikariConfig write) {

this.write = write;

}

}

把配置转换为DataSource的工具类,名称:DataSourceUtil,内容如下:

import com.zaxxer.hikari.HikariConfig;

import com.zaxxer.hikari.HikariDataSource;

import javax.sql.DataSource;

import java.util.ArrayList;

import java.util.List;

public class DataSourceUtil {

public static DataSource getDataSource(HikariConfig config) {

return new HikariDataSource(config);

}

public static List getDataSource(List configs) {

List result = null;

if (configs != null && configs.size() > 0) {

result = new ArrayList<>(configs.size());

for (HikariConfig config : configs) {

result.add(getDataSource(config));

}

} else {

result = new ArrayList<>(0);

}

return result;

}

}

2.注解及动态数据源

定义注解@DataSource,其用于需要对个别方法指定其要使用的数据源(如某个读操作需要在master上执行,但另一读方法b需要在读数据源的具体一台上面执行)

@Retention(RetentionPolicy.RUNTIME)

@Target(ElementType.METHOD)

public @interface DataSource {

/**

* 类型,代表是使用读还是写

* @return

*/

DataSourceType type() default DataSourceType.WRITE;

/**

* 指定要使用的DataSource的名称

* @return

*/

String name() default "";

}

定义数据源类型,分为两种:READ,WRITE,内容如下:

public enum DataSourceType {

READ, WRITE;

}

定义保存这此共享信息的类DynamicDataSourceHolder,在其中定义了两个ThreadLocal和一个map,holder用于保存当前线程的数据源类型(读或者写),pool用于保存数据源名称(如果指定),其内容如下:

import java.util.Map;

import java.util.concurrent.ConcurrentHashMap;

public class DynamicDataSourceHolder {

private static final Map cache = new ConcurrentHashMap<>();

private static final ThreadLocal holder = new ThreadLocal<>();

private static final ThreadLocal pool = new ThreadLocal<>();

public static void putToCache(String key, DataSourceType dataSourceType) {

cache.put(key,dataSourceType);

}

public static DataSourceType getFromCach(String key) {

return cache.get(key);

}

public static void putDataSource(DataSourceType dataSourceType) {

holder.set(dataSourceType);

}

public static DataSourceType getDataSource() {

return holder.get();

}

public static void putPoolName(String name) {

if (name != null && name.length() > 0) {

pool.set(name);

}

}

public static String getPoolName() {

return pool.get();

}

public static void clearDataSource() {

holder.remove();

pool.remove();

}

}

动态数据源类为DynamicDataSoruce,其继承自AbstractRoutingDataSource,可以根据返回的key切换到相应的数据源,其内容如下:

import com.zaxxer.hikari.HikariDataSource;

import org.springframework.jdbc.datasource.lookup.AbstractRoutingDataSource;

import javax.sql.DataSource;

import java.util.HashMap;

import java.util.List;

import java.util.Map;

import java.util.concurrent.ConcurrentHashMap;

import java.util.concurrent.ThreadLocalRandom;

public class DynamicDataSource extends AbstractRoutingDataSource {

private DataSource writeDataSource;

private List readDataSource;

private int readDataSourceSize;

private Map dataSourceMapping = new ConcurrentHashMap<>();

@Override

public void afterPropertiesSet() {

if (this.writeDataSource == null) {

throw new IllegalArgumentException("Property 'writeDataSource' is required");

}

setDefaultTargetDataSource(writeDataSource);

Map targetDataSource = new HashMap<>();

targetDataSource.put(DataSourceType.WRITE.name(), writeDataSource);

String poolName = ((HikariDataSource)writeDataSource).getPoolName();

if (poolName != null && poolName.length() > 0) {

dataSourceMapping.put(poolName,DataSourceType.WRITE.name());

}

if (this.readDataSource == null) {

readDataSourceSize = 0;

} else {

for (int i = 0; i < readDataSource.size(); i++) {

targetDataSource.put(DataSourceType.READ.name() + i, readDataSource.get(i));

poolName = ((HikariDataSource)readDataSource.get(i)).getPoolName();

if (poolName != null && poolName.length() > 0) {

dataSourceMapping.put(poolName,DataSourceType.READ.name() + i);

}

}

readDataSourceSize = readDataSource.size();

}

setTargetDataSources(targetDataSource);

super.afterPropertiesSet();

}

@Override

protected Object determineCurrentLookupKey() {

DataSourceType dataSourceType = DynamicDataSourceHolder.getDataSource();

String dataSourceName = null;

if (dataSourceType == null ||dataSourceType == DataSourceType.WRITE || readDataSourceSize == 0) {

dataSourceName = DataSourceType.WRITE.name();

} else {

String poolName = DynamicDataSourceHolder.getPoolName();

if (poolName == null) {

int idx = ThreadLocalRandom.current().nextInt(0, readDataSourceSize);

dataSourceName = DataSourceType.READ.name() + idx;

} else {

dataSourceName = dataSourceMapping.get(poolName);

}

}

DynamicDataSourceHolder.clearDataSource();

return dataSourceName;

}

public void setWriteDataSource(DataSource writeDataSource) {

this.writeDataSource = writeDataSource;

}

public void setReadDataSource(List readDataSource) {

this.readDataSource = readDataSource;

}

}

3.AOP拦截

如果在相应的dao层做了自定义配置(指定数据源),则在些处理。解析相应方法上的@DataSource注解,如果存在,并把相应的信息保存至上面的DynamicDataSourceHolder中。在此对com.hfjy.service.order.dao包进行做拦截。内容如下:

import com.hfjy.service.order.anno.DataSource;

import com.hfjy.service.order.wr.DynamicDataSourceHolder;

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.aspectj.lang.reflect.MethodSignature;

import org.springframework.stereotype.Component;

import java.lang.reflect.Method;

/**

* 使用AOP拦截,对需要特殊方法可以指定要使用的数据源名称(对应为连接池名称)

*/

@Aspect

@Component

public class DynamicDataSourceAspect {

@Pointcut("execution(public * com.hfjy.service.order.dao.*.*(*))")

public void dynamic(){}

@Before(value = "dynamic()")

public void beforeOpt(JoinPoint point) {

Object target = point.getTarget();

String methodName = point.getSignature().getName();

Class>[] clazz = target.getClass().getInterfaces();

Class>[] parameterType = ((MethodSignature)point.getSignature()).getMethod().getParameterTypes();

try {

Method method = clazz[0].getMethod(methodName,parameterType);

if (method != null && method.isAnnotationPresent(DataSource.class)) {

DataSource datasource = method.getAnnotation(DataSource.class);

DynamicDataSourceHolder.putDataSource(datasource.type());

String poolName = datasource.name();

DynamicDataSourceHolder.putPoolName(poolName);

DynamicDataSourceHolder.putToCache(clazz[0].getName() + "." + methodName, datasource.type());

}

} catch (Exception e) {

e.printStackTrace();

}

}

@After(value = "dynamic()")

public void afterOpt(JoinPoint point) {

DynamicDataSourceHolder.clearDataSource();

}

}

4.MyBatis插件

如果在dao层没有指定相应的要使用的数据源,则在此进行拦截,根据是更新还是查询设置数据源的类型,内容如下:

import org.apache.ibatis.executor.Executor;

import org.apache.ibatis.mapping.MappedStatement;

import org.apache.ibatis.mapping.SqlCommandType;

import org.apache.ibatis.plugin.*;

import org.apache.ibatis.session.ResultHandler;

import org.apache.ibatis.session.RowBounds;

import java.util.Properties;

@Intercepts({

@Signature(type = Executor.class, method = "update", args = {MappedStatement.class, Object.class}),

@Signature(type = Executor.class, method = "query", args = {MappedStatement.class, Object.class,

RowBounds.class, ResultHandler.class})

})

public class DynamicDataSourcePlugin implements Interceptor {

@Override

public Object intercept(Invocation invocation) throws Throwable {

MappedStatement ms = (MappedStatement)invocation.getArgs()[0];

DataSourceType dataSourceType = null;

if ((dataSourceType = DynamicDataSourceHolder.getFromCach(ms.getId())) == null) {

if (ms.getSqlCommandType().equals(SqlCommandType.SELECT)) {

dataSourceType = DataSourceType.READ;

} else {

dataSourceType = DataSourceType.WRITE;

}

DynamicDataSourceHolder.putToCache(ms.getId(), dataSourceType);

}

DynamicDataSourceHolder.putDataSource(dataSourceType);

return invocation.proceed();

}

@Override

public Object plugin(Object target) {

if (target instanceof Executor) {

return Plugin.wrap(target, this);

} else {

return target;

}

}

@Override

public void setProperties(Properties properties) {

}

}

5.整合

在里面定义MyBatis要使用的内容及DataSource,内容如下:

import com.hfjy.service.order.wr.DBConfig;

import com.hfjy.service.order.wr.DataSourceUtil;

import com.hfjy.service.order.wr.DynamicDataSource;

import org.apache.ibatis.session.SqlSessionFactory;

import org.mybatis.spring.SqlSessionFactoryBean;

import org.mybatis.spring.annotation.MapperScan;

import org.springframework.beans.factory.annotation.Qualifier;

import org.springframework.context.annotation.Bean;

import org.springframework.context.annotation.Configuration;

import org.springframework.core.io.ClassPathResource;

import org.springframework.core.io.support.PathMatchingResourcePatternResolver;

import org.springframework.jdbc.datasource.DataSourceTransactionManager;

import javax.annotation.Resource;

import javax.sql.DataSource;

@Configuration

@MapperScan(value = "com.hfjy.service.order.dao", sqlSessionFactoryRef = "sqlSessionFactory")

public class DataSourceConfig {

@Resource

private DBConfig dbConfig;

@Bean(name = "dataSource")

public DynamicDataSource dataSource() {

DynamicDataSource dataSource = new DynamicDataSource();

dataSource.setWriteDataSource(DataSourceUtil.getDataSource(dbConfig.getWrite()));

dataSource.setReadDataSource(DataSourceUtil.getDataSource(dbConfig.getRead()));

return dataSource;

}

@Bean(name = "transactionManager")

public DataSourceTransactionManager dataSourceTransactionManager(@Qualifier("dataSource") DataSource dataSource) {

return new DataSourceTransactionManager(dataSource);

}

@Bean(name = "sqlSessionFactory")

public SqlSessionFactory sqlSessionFactory(@Qualifier("dataSource") DataSource dataSource) throws Exception {

SqlSessionFactoryBean sessionFactoryBean = new SqlSessionFactoryBean();

sessionFactoryBean.setConfigLocation(new ClassPathResource("mybatis-config.xml"));

sessionFactoryBean.setMapperLocations(new PathMatchingResourcePatternResolver()

.getResources("classpath*:mapper/*.xml"));

sessionFactoryBean.setDataSource(dataSource);

return sessionFactoryBean.getObject();

}

}

如果不清楚,可以查看github上源码orderdemo


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