Spring MyBatis 数据库读写分离 Spring+MyBatis实现数据库读写分离方案
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推荐第四种
方案1
通过MyBatis配置文件创建读写分离两个DataSource,每个SqlSessionFactoryBean对象的mapperLocations属性制定两个读写数据源的配置文件。将所有读的操作配置在读文件中,所有写的操作配置在写文件中。
优点:实现简单
缺点:维护麻烦,需要对原有的xml文件进行重新修改,不支持多读,不易扩展
实现方式
<bean id="abstractDataSource" abstract="true" class="com.alibaba.druid.pool.DruidDataSource" init-method="init" destroy-method="close"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 配置获取连接等待超时的时间 --> <property name="maxWait" value="60000"/> <!-- 配置间隔多久才进行一次检测,检测需要关闭的空闲连接,单位是毫秒 --> <property name="timeBetweenEvictionRunsMillis" value="60000"/> <!-- 配置一个连接在池中最小生存的时间,单位是毫秒 --> <property name="minEvictableIdleTimeMillis" value="300000"/> <property name="validationQuery" value="SELECT 'x'"/> <property name="testWhileIdle" value="true"/> <property name="testOnBorrow" value="false"/> <property name="testOnReturn" value="false"/> <!-- 打开PSCache,并且指定每个连接上PSCache的大小 --> <property name="poolPreparedStatements" value="true"/> <property name="maxPoolPreparedStatementPerConnectionSize" value="20"/> <property name="filters" value="config"/> <property name="connectionProperties" value="config.decrypt=true" /> </bean> <bean id="readDataSource" parent="abstractDataSource"> <!-- 基本属性 url、user、password --> <property name="url" value="${read.jdbc.url}"/> <property name="username" value="${read.jdbc.user}"/> <property name="password" value="${read.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${read.jdbc.initPoolSize}"/> <property name="minIdle" value="10"/> <property name="maxActive" value="${read.jdbc.maxPoolSize}"/> </bean> <bean id="writeDataSource" parent="abstractDataSource"> <!-- 基本属性 url、user、password --> <property name="url" value="${write.jdbc.url}"/> <property name="username" value="${write.jdbc.user}"/> <property name="password" value="${write.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${write.jdbc.initPoolSize}"/> <property name="minIdle" value="10"/> <property name="maxActive" value="${write.jdbc.maxPoolSize}"/> </bean> <bean id="readSqlSessionFactory" class="org.mybatis.spring.SqlSessionFactoryBean"> <!-- 实例化sqlSessionFactory时需要使用上述配置好的数据源以及SQL映射文件 --> <property name="dataSource" ref="readDataSource"/> <property name="mapperLocations" value="classpath:mapper/read/*.xml"/> </bean> <bean id="writeSqlSessionFactory" class="org.mybatis.spring.SqlSessionFactoryBean"> <!-- 实例化sqlSessionFactory时需要使用上述配置好的数据源以及SQL映射文件 --> <property name="dataSource" ref="writeDataSource"/> <property name="mapperLocations" value="classpath:mapper/write/*.xml"/> </bean>
方案2
通过Spring AOP在业务层实现读写分离,在DAO层调用前定义切面,利用Spring的AbstractRoutingDataSource解决多数据源的问题,实现动态选择数据源
优点:通过注解的方法在DAO每个方法上配置数据源,原有代码改动量少,易扩展,支持多读
缺点:需要在DAO每个方法上配置注解,人工管理,容易出错
实现方式
//定义枚举类型,读写 public enum DynamicDataSourceGlobal { READ, WRITE; }
import java.lang.annotation.ElementType; import java.lang.annotation.Retention; import java.lang.annotation.RetentionPolicy; import java.lang.annotation.Target; /** * RUNTIME * 定义注解 * 编译器将把注释记录在类文件中,在运行时 VM 将保留注释,因此可以反射性地读取。 * @author shma1664 * */ @Retention(RetentionPolicy.RUNTIME) @Target(ElementType.METHOD) public @interface DataSource { public DynamicDataSourceGlobal value() default DynamicDataSourceGlobal.READ; }
/** * Created by IDEA * 本地线程设置和获取数据源信息 * User: mashaohua * Date: 2016-07-07 13:35 * Desc: */ public class DynamicDataSourceHolder { private static final ThreadLocal<DynamicDataSourceGlobal> holder = new ThreadLocal<DynamicDataSourceGlobal>(); public static void putDataSource(DynamicDataSourceGlobal dataSource){ holder.set(dataSource); } public static DynamicDataSourceGlobal getDataSource(){ return holder.get(); } public static void clearDataSource() { holder.remove(); } }
import org.springframework.jdbc.datasource.lookup.AbstractRoutingDataSource; import java.util.HashMap; import java.util.List; import java.util.Map; import java.util.concurrent.ThreadLocalRandom; import java.util.concurrent.atomic.AtomicLong; import java.util.concurrent.locks.Lock; import java.util.concurrent.locks.ReentrantLock; /** * Created by IDEA * User: mashaohua * Date: 2016-07-14 10:56 * Desc: 动态数据源实现读写分离 */ public class DynamicDataSource extends AbstractRoutingDataSource { private Object writeDataSource; //写数据源 private List<Object> readDataSources; //多个读数据源 private int readDataSourceSize; //读数据源个数 private int readDataSourcePollPattern = 0; //获取读数据源方式,0:随机,1:轮询 private AtomicLong counter = new AtomicLong(0); private static final Long MAX_POOL = Long.MAX_VALUE; private final Lock lock = new ReentrantLock(); @Override public void afterPropertiesSet() { if (this.writeDataSource == null) { throw new IllegalArgumentException("Property 'writeDataSource' is required"); } setDefaultTargetDataSource(writeDataSource); Map<Object, Object> targetDataSources = new HashMap<>(); targetDataSources.put(DynamicDataSourceGlobal.WRITE.name(), writeDataSource); if (this.readDataSources == null) { readDataSourceSize = 0; } else { for(int i=0; i<readDataSources.size(); i++) { targetDataSources.put(DynamicDataSourceGlobal.READ.name() + i, readDataSources.get(i)); } readDataSourceSize = readDataSources.size(); } setTargetDataSources(targetDataSources); super.afterPropertiesSet(); } @Override protected Object determineCurrentLookupKey() { DynamicDataSourceGlobal dynamicDataSourceGlobal = DynamicDataSourceHolder.getDataSource(); if(dynamicDataSourceGlobal == null || dynamicDataSourceGlobal == DynamicDataSourceGlobal.WRITE || readDataSourceSize <= 0) { return DynamicDataSourceGlobal.WRITE.name(); } int index = 1; if(readDataSourcePollPattern == 1) { //轮询方式 long currValue = counter.incrementAndGet(); if((currValue + 1) >= MAX_POOL) { try { lock.lock(); if((currValue + 1) >= MAX_POOL) { counter.set(0); } } finally { lock.unlock(); } } index = (int) (currValue % readDataSourceSize); } else { //随机方式 index = ThreadLocalRandom.current().nextInt(0, readDataSourceSize); } return dynamicDataSourceGlobal.name() + index; } public void setWriteDataSource(Object writeDataSource) { this.writeDataSource = writeDataSource; } public void setReadDataSources(List<Object> readDataSources) { this.readDataSources = readDataSources; } public void setReadDataSourcePollPattern(int readDataSourcePollPattern) { this.readDataSourcePollPattern = readDataSourcePollPattern; } }
import org.apache.log4j.Logger; import org.aspectj.lang.JoinPoint; import org.aspectj.lang.reflect.MethodSignature; import java.lang.reflect.Method; /** * Created by IDEA * User: mashaohua * Date: 2016-07-07 13:39 * Desc: 定义选择数据源切面 */ public class DynamicDataSourceAspect { private static final Logger logger = Logger.getLogger(DynamicDataSourceAspect.class); public void pointCut(){}; public void before(JoinPoint point) { Object target = point.getTarget(); String methodName = point.getSignature().getName(); Class<?>[] clazz = target.getClass().getInterfaces(); Class<?>[] parameterTypes = ((MethodSignature) point.getSignature()).getMethod().getParameterTypes(); try { Method method = clazz[0].getMethod(methodName, parameterTypes); if (method != null && method.isAnnotationPresent(DataSource.class)) { DataSource data = method.getAnnotation(DataSource.class); DynamicDataSourceHolder.putDataSource(data.value()); } } catch (Exception e) { logger.error(String.format("Choose DataSource error, method:%s, msg:%s", methodName, e.getMessage())); } } public void after(JoinPoint point) { DynamicDataSourceHolder.clearDataSource(); } }
<?xml version="1.0" encoding="UTF-8"?> <beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:tx="http://www.springframework.org/schema/tx" xmlns:aop="http://www.springframework.org/schema/aop" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans-4.1.xsd http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx-4.1.xsd http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop-4.1.xsd"> <bean id="abstractDataSource" abstract="true" class="com.alibaba.druid.pool.DruidDataSource" init-method="init" destroy-method="close"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 配置获取连接等待超时的时间 --> <property name="maxWait" value="60000"/> <!-- 配置间隔多久才进行一次检测,检测需要关闭的空闲连接,单位是毫秒 --> <property name="timeBetweenEvictionRunsMillis" value="60000"/> <!-- 配置一个连接在池中最小生存的时间,单位是毫秒 --> <property name="minEvictableIdleTimeMillis" value="300000"/> <property name="validationQuery" value="SELECT 'x'"/> <property name="testWhileIdle" value="true"/> <property name="testOnBorrow" value="false"/> <property name="testOnReturn" value="false"/> <!-- 打开PSCache,并且指定每个连接上PSCache的大小 --> <property name="poolPreparedStatements" value="true"/> <property name="maxPoolPreparedStatementPerConnectionSize" value="20"/> <property name="filters" value="config"/> <property name="connectionProperties" value="config.decrypt=true" /> </bean> <bean id="dataSourceRead1" parent="abstractDataSource"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 基本属性 url、user、password --> <property name="url" value="${read1.jdbc.url}"/> <property name="username" value="${read1.jdbc.user}"/> <property name="password" value="${read1.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${read1.jdbc.initPoolSize}"/> <property name="minIdle" value="${read1.jdbc.minPoolSize}"/> <property name="maxActive" value="${read1.jdbc.maxPoolSize}"/> </bean> <bean id="dataSourceRead2" parent="abstractDataSource"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 基本属性 url、user、password --> <property name="url" value="${read2.jdbc.url}"/> <property name="username" value="${read2.jdbc.user}"/> <property name="password" value="${read2.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${read2.jdbc.initPoolSize}"/> <property name="minIdle" value="${read2.jdbc.minPoolSize}"/> <property name="maxActive" value="${read2.jdbc.maxPoolSize}"/> </bean> <bean id="dataSourceWrite" parent="abstractDataSource"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 基本属性 url、user、password --> <property name="url" value="${write.jdbc.url}"/> <property name="username" value="${write.jdbc.user}"/> <property name="password" value="${write.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${write.jdbc.initPoolSize}"/> <property name="minIdle" value="${write.jdbc.minPoolSize}"/> <property name="maxActive" value="${write.jdbc.maxPoolSize}"/> </bean> <bean id="dataSource" class="com.test.api.dao.datasource.DynamicDataSource"> <property name="writeDataSource" ref="dataSourceWrite" /> <property name="readDataSources"> <list> <ref bean="dataSourceRead1" /> <ref bean="dataSourceRead2" /> </list> </property> <!--轮询方式--> <property name="readDataSourcePollPattern" value="1" /> <property name="defaultTargetDataSource" ref="dataSourceWrite"/> </bean> <tx:annotation-driven transaction-manager="transactionManager"/> <bean id="transactionManager" class="org.springframework.jdbc.datasource.DataSourceTransactionManager"> <property name="dataSource" ref="dataSource"/> </bean> <!-- 针对myBatis的配置项 --> <!-- 配置sqlSessionFactory --> <bean id="sqlSessionFactory" class="org.mybatis.spring.SqlSessionFactoryBean"> <!-- 实例化sqlSessionFactory时需要使用上述配置好的数据源以及SQL映射文件 --> <property name="dataSource" ref="dataSource"/> <property name="mapperLocations" value="classpath:mapper/*.xml"/> </bean> <!-- 配置扫描器 --> <bean class="org.mybatis.spring.mapper.MapperScannerConfigurer"> <!-- 扫描包以及它的子包下的所有映射接口类 --> <property name="basePackage" value="com.test.api.dao.inte"/> <property name="sqlSessionFactoryBeanName" value="sqlSessionFactory"/> </bean> <!-- 配置数据库注解aop --> <bean id="dynamicDataSourceAspect" class="com.test.api.dao.datasource.DynamicDataSourceAspect" /> <aop:config> <aop:aspect id="c" ref="dynamicDataSourceAspect"> <aop:pointcut id="tx" expression="execution(* com.test.api.dao.inte..*.*(..))"/> <aop:before pointcut-ref="tx" method="before"/> <aop:after pointcut-ref="tx" method="after"/> </aop:aspect> </aop:config> <!-- 配置数据库注解aop --> </beans>
方案3
通过Mybatis的Plugin在业务层实现数据库读写分离,在MyBatis创建Statement对象前通过拦截器选择真正的数据源,在拦截器中根据方法名称不同(select、update、insert、delete)选择数据源。
优点:原有代码不变,支持多读,易扩展
缺点:
实现方式
/** * Created by IDEA * User: mashaohua * Date: 2016-07-19 15:40 * Desc: 创建Connection代理接口 */ public interface ConnectionProxy extends Connection { /** * 根据传入的读写分离需要的key路由到正确的connection * @param key 数据源标识 * @return */ Connection getTargetConnection(String key); }
import java.lang.reflect.InvocationHandler; import java.lang.reflect.InvocationTargetException; import java.lang.reflect.Method; import java.lang.reflect.Proxy; import java.sql.Connection; import java.sql.SQLException; import java.util.ArrayList; import java.util.List; import java.util.logging.Logger; import javax.sql.DataSource; import org.springframework.beans.factory.InitializingBean; import org.springframework.jdbc.datasource.AbstractDataSource; import org.springframework.jdbc.datasource.lookup.DataSourceLookup; import org.springframework.jdbc.datasource.lookup.JndiDataSourceLookup; import org.springframework.util.Assert; public abstract class AbstractDynamicDataSourceProxy extends AbstractDataSource implements InitializingBean { private List<Object> readDataSources; private List<DataSource> resolvedReadDataSources; private Object writeDataSource; private DataSource resolvedWriteDataSource; private int readDataSourcePollPattern = 0; private int readDsSize; private boolean defaultAutoCommit = true; private int defaultTransactionIsolation = Connection.TRANSACTION_READ_COMMITTED; public static final String READ = "read"; public static final String WRITE = "write"; private DataSourceLookup dataSourceLookup = new JndiDataSourceLookup(); @Override public Connection getConnection() throws SQLException { return (Connection) Proxy.newProxyInstance( com.autohome.api.dealer.tuan.dao.rwmybatis.ConnectionProxy.class.getClassLoader(), new Class[] {com.autohome.api.dealer.tuan.dao.rwmybatis.ConnectionProxy.class}, new RWConnectionInvocationHandler()); } @Override public Connection getConnection(String username, String password) throws SQLException { return (Connection) Proxy.newProxyInstance( com.autohome.api.dealer.tuan.dao.rwmybatis.ConnectionProxy.class.getClassLoader(), new Class[] {com.autohome.api.dealer.tuan.dao.rwmybatis.ConnectionProxy.class}, new RWConnectionInvocationHandler(username,password)); } public int getReadDsSize(){ return readDsSize; } public List<DataSource> getResolvedReadDataSources() { return resolvedReadDataSources; } public void afterPropertiesSet() throws Exception { if(writeDataSource == null){ throw new IllegalArgumentException("Property 'writeDataSource' is required"); } this.resolvedWriteDataSource = resolveSpecifiedDataSource(writeDataSource); resolvedReadDataSources = new ArrayList<DataSource>(readDataSources.size()); for(Object item : readDataSources){ resolvedReadDataSources.add(resolveSpecifiedDataSource(item)); } readDsSize = readDataSources.size(); } protected DataSource determineTargetDataSource(String key) { Assert.notNull(this.resolvedReadDataSources, "DataSource router not initialized"); if(WRITE.equals(key)){ return resolvedWriteDataSource; }else{ return loadReadDataSource(); } } public Logger getParentLogger() { // NOOP Just ignore return null; } /** * 获取真实的data source * @param dataSource (jndi | real data source) * @return * @throws IllegalArgumentException */ protected DataSource resolveSpecifiedDataSource(Object dataSource) throws IllegalArgumentException { if (dataSource instanceof DataSource) { return (DataSource) dataSource; } else if (dataSource instanceof String) { return this.dataSourceLookup.getDataSource((String) dataSource); } else { throw new IllegalArgumentException( "Illegal data source value - only [javax.sql.DataSource] and String supported: " + dataSource); } } protected abstract DataSource loadReadDataSource(); public void setReadDsSize(int readDsSize) { this.readDsSize = readDsSize; } public List<Object> getReadDataSources() { return readDataSources; } public void setReadDataSources(List<Object> readDataSources) { this.readDataSources = readDataSources; } public Object getWriteDataSource() { return writeDataSource; } public void setWriteDataSource(Object writeDataSource) { this.writeDataSource = writeDataSource; } public void setResolvedReadDataSources(List<DataSource> resolvedReadDataSources) { this.resolvedReadDataSources = resolvedReadDataSources; } public DataSource getResolvedWriteDataSource() { return resolvedWriteDataSource; } public void setResolvedWriteDataSource(DataSource resolvedWriteDataSource) { this.resolvedWriteDataSource = resolvedWriteDataSource; } public int getReadDataSourcePollPattern() { return readDataSourcePollPattern; } public void setReadDataSourcePollPattern(int readDataSourcePollPattern) { this.readDataSourcePollPattern = readDataSourcePollPattern; } /** * Invocation handler that defers fetching an actual JDBC Connection * until first creation of a Statement. */ private class RWConnectionInvocationHandler implements InvocationHandler { private String username; private String password; private Boolean readOnly = Boolean.FALSE; private Integer transactionIsolation; private Boolean autoCommit; private boolean closed = false; private Connection target; public RWConnectionInvocationHandler() { } public RWConnectionInvocationHandler(String username, String password) { this(); this.username = username; this.password = password; } public Object invoke(Object proxy, Method method, Object[] args) throws Throwable { // Invocation on ConnectionProxy interface coming in... if (method.getName().equals("equals")) { // We must avoid fetching a target Connection for "equals". // Only consider equal when proxies are identical. return (proxy == args[0] ? Boolean.TRUE : Boolean.FALSE); } else if (method.getName().equals("hashCode")) { // We must avoid fetching a target Connection for "hashCode", // and we must return the same hash code even when the target // Connection has been fetched: use hashCode of Connection proxy. return new Integer(System.identityHashCode(proxy)); } else if (method.getName().equals("getTargetConnection")) { // Handle getTargetConnection method: return underlying connection. return getTargetConnection(method,args); } if (!hasTargetConnection()) { // No physical target Connection kept yet -> // resolve transaction demarcation methods without fetching // a physical JDBC Connection until absolutely necessary. if (method.getName().equals("toString")) { return "RW Routing DataSource Proxy"; } else if (method.getName().equals("isReadOnly")) { return this.readOnly; } else if (method.getName().equals("setReadOnly")) { this.readOnly = (Boolean) args[0]; return null; } else if (method.getName().equals("getTransactionIsolation")) { if (this.transactionIsolation != null) { return this.transactionIsolation; } return defaultTransactionIsolation; // Else fetch actual Connection and check there, // because we didn't have a default specified. } else if (method.getName().equals("setTransactionIsolation")) { this.transactionIsolation = (Integer) args[0]; return null; } else if (method.getName().equals("getAutoCommit")) { if (this.autoCommit != null) return this.autoCommit; return defaultAutoCommit; // Else fetch actual Connection and check there, // because we didn't have a default specified. } else if (method.getName().equals("setAutoCommit")) { this.autoCommit = (Boolean) args[0]; return null; } else if (method.getName().equals("commit")) { // Ignore: no statements created yet. return null; } else if (method.getName().equals("rollback")) { // Ignore: no statements created yet. return null; } else if (method.getName().equals("getWarnings")) { return null; } else if (method.getName().equals("clearWarnings")) { return null; } else if (method.getName().equals("isClosed")) { return (this.closed ? Boolean.TRUE : Boolean.FALSE); } else if (method.getName().equals("close")) { // Ignore: no target connection yet. this.closed = true; return null; } else if (this.closed) { // Connection proxy closed, without ever having fetched a // physical JDBC Connection: throw corresponding SQLException. throw new SQLException("Illegal operation: connection is closed"); } } // Target Connection already fetched, // or target Connection necessary for current operation -> // invoke method on target connection. try { return method.invoke(target, args); } catch (InvocationTargetException ex) { throw ex.getTargetException(); } } /** * Return whether the proxy currently holds a target Connection. */ private boolean hasTargetConnection() { return (this.target != null); } /** * Return the target Connection, fetching it and initializing it if necessary. */ private Connection getTargetConnection(Method operation,Object[] args) throws SQLException { if (this.target == null) { String key = (String) args[0]; // No target Connection held -> fetch one. if (logger.isDebugEnabled()) { logger.debug("Connecting to database for operation '" + operation.getName() + "'"); } // Fetch physical Connection from DataSource. this.target = (this.username != null) ? determineTargetDataSource(key).getConnection(this.username, this.password) : determineTargetDataSource(key).getConnection(); // If we still lack default connection properties, check them now. //checkDefaultConnectionProperties(this.target); // Apply kept transaction settings, if any. if (this.readOnly.booleanValue()) { this.target.setReadOnly(this.readOnly.booleanValue()); } if (this.transactionIsolation != null) { this.target.setTransactionIsolation(this.transactionIsolation.intValue()); } if (this.autoCommit != null && this.autoCommit.booleanValue() != this.target.getAutoCommit()) { this.target.setAutoCommit(this.autoCommit.booleanValue()); } } else { // Target Connection already held -> return it. if (logger.isDebugEnabled()) { logger.debug("Using existing database connection for operation '" + operation.getName() + "'"); } } return this.target; } } }
import javax.sql.DataSource; import java.util.concurrent.ThreadLocalRandom; import java.util.concurrent.atomic.AtomicLong; import java.util.concurrent.locks.Lock; import java.util.concurrent.locks.ReentrantLock; /** * Created by IDEA * User: mashaohua * Date: 2016-07-19 16:04 * Desc: */ public class DynamicRoutingDataSourceProxy extends AbstractDynamicDataSourceProxy { private AtomicLong counter = new AtomicLong(0); private static final Long MAX_POOL = Long.MAX_VALUE; private final Lock lock = new ReentrantLock(); @Override protected DataSource loadReadDataSource() { int index = 1; if(getReadDataSourcePollPattern() == 1) { //轮询方式 long currValue = counter.incrementAndGet(); if((currValue + 1) >= MAX_POOL) { try { lock.lock(); if((currValue + 1) >= MAX_POOL) { counter.set(0); } } finally { lock.unlock(); } } index = (int) (currValue % getReadDsSize()); } else { //随机方式 index = ThreadLocalRandom.current().nextInt(0, getReadDsSize()); } return getResolvedReadDataSources().get(index); } }
import org.apache.ibatis.executor.statement.RoutingStatementHandler; import org.apache.ibatis.executor.statement.StatementHandler; import org.apache.ibatis.mapping.MappedStatement; import org.apache.ibatis.mapping.SqlCommandType; import org.apache.ibatis.plugin.*; import java.sql.Connection; import java.util.Properties; /** * 拦截器 */ @Intercepts({ @Signature(type = StatementHandler.class, method = "prepare", args = { Connection.class }) }) public class DynamicPlugin implements Interceptor { public Object intercept(Invocation invocation) throws Throwable { Connection conn = (Connection)invocation.getArgs()[0]; //如果是采用了我们代理,则路由数据源 if(conn instanceof com.autohome.api.dealer.tuan.dao.rwmybatis.ConnectionProxy){ StatementHandler statementHandler = (StatementHandler) invocation .getTarget(); MappedStatement mappedStatement = null; if (statementHandler instanceof RoutingStatementHandler) { StatementHandler delegate = (StatementHandler) ReflectionUtils .getFieldValue(statementHandler, "delegate"); mappedStatement = (MappedStatement) ReflectionUtils.getFieldValue( delegate, "mappedStatement"); } else { mappedStatement = (MappedStatement) ReflectionUtils.getFieldValue( statementHandler, "mappedStatement"); } String key = AbstractDynamicDataSourceProxy.WRITE; if(mappedStatement.getSqlCommandType() == SqlCommandType.SELECT){ key = AbstractDynamicDataSourceProxy.READ; }else{ key = AbstractDynamicDataSourceProxy.WRITE; } ConnectionProxy connectionProxy = (ConnectionProxy)conn; connectionProxy.getTargetConnection(key); } return invocation.proceed(); } public Object plugin(Object target) { return Plugin.wrap(target, this); } public void setProperties(Properties properties) { //NOOP } }
import org.apache.ibatis.logging.Log; import org.apache.ibatis.logging.LogFactory; import java.lang.reflect.*; public class ReflectionUtils { private static final Log logger = LogFactory.getLog(ReflectionUtils.class); /** * 直接设置对象属性值,无视private/protected修饰符,不经过setter函数. */ public static void setFieldValue(final Object object, final String fieldName, final Object value) { Field field = getDeclaredField(object, fieldName); if (field == null) throw new IllegalArgumentException("Could not find field [" + fieldName + "] on target [" + object + "]"); makeAccessible(field); try { field.set(object, value); } catch (IllegalAccessException e) { } } /** * 直接读取对象属性值,无视private/protected修饰符,不经过getter函数. */ public static Object getFieldValue(final Object object, final String fieldName) { Field field = getDeclaredField(object, fieldName); if (field == null) throw new IllegalArgumentException("Could not find field [" + fieldName + "] on target [" + object + "]"); makeAccessible(field); Object result = null; try { result = field.get(object); } catch (IllegalAccessException e) { } return result; } /** * 直接调用对象方法,无视private/protected修饰符. */ public static Object invokeMethod(final Object object, final String methodName, final Class<?>[] parameterTypes, final Object[] parameters) throws InvocationTargetException { Method method = getDeclaredMethod(object, methodName, parameterTypes); if (method == null) throw new IllegalArgumentException("Could not find method [" + methodName + "] on target [" + object + "]"); method.setAccessible(true); try { return method.invoke(object, parameters); } catch (IllegalAccessException e) { } return null; } /** * 循环向上转型,获取对象的DeclaredField. */ protected static Field getDeclaredField(final Object object, final String fieldName) { for (Class<?> superClass = object.getClass(); superClass != Object.class; superClass = superClass .getSuperclass()) { try { return superClass.getDeclaredField(fieldName); } catch (NoSuchFieldException e) { } } return null; } /** * 循环向上转型,获取对象的DeclaredField. */ protected static void makeAccessible(final Field field) { if (!Modifier.isPublic(field.getModifiers()) || !Modifier.isPublic(field.getDeclaringClass().getModifiers())) { field.setAccessible(true); } } /** * 循环向上转型,获取对象的DeclaredMethod. */ protected static Method getDeclaredMethod(Object object, String methodName, Class<?>[] parameterTypes) { for (Class<?> superClass = object.getClass(); superClass != Object.class; superClass = superClass .getSuperclass()) { try { return superClass.getDeclaredMethod(methodName, parameterTypes); } catch (NoSuchMethodException e) { } } return null; } /** * 通过反射,获得Class定义中声明的父类的泛型参数的类型. * eg. * public UserDao extends HibernateDao<User> * * @param clazz The class to introspect * @return the first generic declaration, or Object.class if cannot be determined */ @SuppressWarnings("unchecked") public static <T> Class<T> getSuperClassGenricType(final Class clazz) { return getSuperClassGenricType(clazz, 0); } /** * 通过反射,获得Class定义中声明的父类的泛型参数的类型. * eg. * public UserDao extends HibernateDao<User> * * @param clazz The class to introspect * @return the first generic declaration, or Object.class if cannot be determined */ @SuppressWarnings("unchecked") public static Class getSuperClassGenricType(final Class clazz, final int index) { Type genType = clazz.getGenericSuperclass(); if (!(genType instanceof ParameterizedType)) { logger.warn(clazz.getSimpleName() + "'s superclass not ParameterizedType"); return Object.class; } Type[] params = ((ParameterizedType) genType).getActualTypeArguments(); if (index >= params.length || index < 0) { logger.warn("Index: " + index + ", Size of " + clazz.getSimpleName() + "'s Parameterized Type: " + params.length); return Object.class; } if (!(params[index] instanceof Class)) { logger.warn(clazz.getSimpleName() + " not set the actual class on superclass generic parameter"); return Object.class; } return (Class) params[index]; } /** * 将反射时的checked exception转换为unchecked exception. */ public static IllegalArgumentException convertToUncheckedException(Exception e) { if (e instanceof IllegalAccessException || e instanceof IllegalArgumentException || e instanceof NoSuchMethodException) return new IllegalArgumentException("Refelction Exception.", e); else return new IllegalArgumentException(e); } }
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE configuration PUBLIC "-//mybatis.org//DTD SQL Map Config 3.0//EN" "http://mybatis.org/dtd/mybatis-3-config.dtd"> <configuration> <plugins> <plugin interceptor="com.test.api.dao.mybatis.DynamicPlugin"> </plugin> </plugins> </configuration>
<?xml version="1.0" encoding="UTF-8"?> <beans xmlns="http://www.springframework.org/schema/beans" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:tx="http://www.springframework.org/schema/tx" xmlns:aop="http://www.springframework.org/schema/aop" xsi:schemaLocation="http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans-4.1.xsd http://www.springframework.org/schema/tx http://www.springframework.org/schema/tx/spring-tx-4.1.xsd http://www.springframework.org/schema/aop http://www.springframework.org/schema/aop/spring-aop-4.1.xsd"> <bean id="abstractDataSource" abstract="true" class="com.alibaba.druid.pool.DruidDataSource" init-method="init" destroy-method="close"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 配置获取连接等待超时的时间 --> <property name="maxWait" value="60000"/> <!-- 配置间隔多久才进行一次检测,检测需要关闭的空闲连接,单位是毫秒 --> <property name="timeBetweenEvictionRunsMillis" value="60000"/> <!-- 配置一个连接在池中最小生存的时间,单位是毫秒 --> <property name="minEvictableIdleTimeMillis" value="300000"/> <property name="validationQuery" value="SELECT 'x'"/> <property name="testWhileIdle" value="true"/> <property name="testOnBorrow" value="false"/> <property name="testOnReturn" value="false"/> <!-- 打开PSCache,并且指定每个连接上PSCache的大小 --> <property name="poolPreparedStatements" value="true"/> <property name="maxPoolPreparedStatementPerConnectionSize" value="20"/> <property name="filters" value="config"/> <property name="connectionProperties" value="config.decrypt=true" /> </bean> <bean id="dataSourceRead1" parent="abstractDataSource"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 基本属性 url、user、password --> <property name="url" value="${read1.jdbc.url}"/> <property name="username" value="${read1.jdbc.user}"/> <property name="password" value="${read1.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${read1.jdbc.initPoolSize}"/> <property name="minIdle" value="${read1.jdbc.minPoolSize}"/> <property name="maxActive" value="${read1.jdbc.maxPoolSize}"/> </bean> <bean id="dataSourceRead2" parent="abstractDataSource"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 基本属性 url、user、password --> <property name="url" value="${read2.jdbc.url}"/> <property name="username" value="${read2.jdbc.user}"/> <property name="password" value="${read2.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${read2.jdbc.initPoolSize}"/> <property name="minIdle" value="${read2.jdbc.minPoolSize}"/> <property name="maxActive" value="${read2.jdbc.maxPoolSize}"/> </bean> <bean id="dataSourceWrite" parent="abstractDataSource"> <property name="driverClassName" value="com.microsoft.sqlserver.jdbc.SQLServerDriver"/> <!-- 基本属性 url、user、password --> <property name="url" value="${write.jdbc.url}"/> <property name="username" value="${write.jdbc.user}"/> <property name="password" value="${write.jdbc.password}"/> <!-- 配置初始化大小、最小、最大 --> <property name="initialSize" value="${write.jdbc.initPoolSize}"/> <property name="minIdle" value="${write.jdbc.minPoolSize}"/> <property name="maxActive" value="${write.jdbc.maxPoolSize}"/> </bean> <bean id="dataSource" class="com.test.api.dao.datasource.DynamicRoutingDataSourceProxy"> <property name="writeDataSource" ref="dataSourceWrite" /> <property name="readDataSources"> <list> <ref bean="dataSourceRead1" /> <ref bean="dataSourceRead2" /> </list> </property> <!--轮询方式--> <property name="readDataSourcePollPattern" value="1" /> </bean> <tx:annotation-driven transaction-manager="transactionManager"/> <bean id="transactionManager" class="org.springframework.jdbc.datasource.DataSourceTransactionManager"> <property name="dataSource" ref="dataSource"/> </bean> <!-- 针对myBatis的配置项 --> <!-- 配置sqlSessionFactory --> <bean id="sqlSessionFactory" class="org.mybatis.spring.SqlSessionFactoryBean"> <!-- 实例化sqlSessionFactory时需要使用上述配置好的数据源以及SQL映射文件 --> <property name="dataSource" ref="dataSource"/> <property name="mapperLocations" value="classpath:mapper/*.xml"/> <property name="configLocation" value="classpath:mybatis-plugin-config.xml" /> </bean> <bean id="sqlSessionTemplate" class="org.mybatis.spring.SqlSessionTemplate"> <constructor-arg ref="sqlSessionFactory" /> </bean> <!-- 通过扫描的模式,扫描目录下所有的mapper, 根据对应的mapper.xml为其生成代理类--> <bean id="mapper" class="org.mybatis.spring.mapper.MapperScannerConfigurer"> <property name="basePackage" value="com.test.api.dao.inte" /> <property name="sqlSessionTemplate" ref="sqlSessionTemplate"></property> </bean> </beans>
方案4
如果你的后台结构是spring+mybatis,可以通过spring的AbstractRoutingDataSource和mybatis Plugin拦截器实现非常友好的读写分离,原有代码不需要任何改变。推荐第四种方案
import org.springframework.jdbc.datasource.lookup.AbstractRoutingDataSource; import java.util.HashMap; import java.util.Map; /** * Created by IDEA * User: mashaohua * Date: 2016-07-14 10:56 * Desc: 动态数据源实现读写分离 */ public class DynamicDataSource extends AbstractRoutingDataSource { private Object writeDataSource; //写数据源 private Object readDataSource; //读数据源 @Override public void afterPropertiesSet() { if (this.writeDataSource == null) { throw new IllegalArgumentException("Property 'writeDataSource' is required"); } setDefaultTargetDataSource(writeDataSource); Map<Object, Object> targetDataSources = new HashMap<>(); targetDataSources.put(DynamicDataSourceGlobal.WRITE.name(), writeDataSource); if(readDataSource != null) { targetDataSources.put(DynamicDataSourceGlobal.READ.name(), readDataSource); } setTargetDataSources(targetDataSources); super.afterPropertiesSet(); } @Override protected Object determineCurrentLookupKey() { DynamicDataSourceGlobal dynamicDataSourceGlobal = DynamicDataSourceHolder.getDataSource(); if(dynamicDataSourceGlobal == null || dynamicDataSourceGlobal == DynamicDataSourceGlobal.WRITE) { return DynamicDataSourceGlobal.WRITE.name(); } return DynamicDataSourceGlobal.READ.name(); } public void setWriteDataSource(Object writeDataSource) { this.writeDataSource = writeDataSource; } public Object getWriteDataSource() { return writeDataSource; } public Object getReadDataSource() { return readDataSource; } public void setReadDataSource(Object readDataSource) { this.readDataSource = readDataSource; } }
/** * Created by IDEA * User: mashaohua * Date: 2016-07-14 10:58 * Desc: */ public enum DynamicDataSourceGlobal { READ, WRITE; }
public final class DynamicDataSourceHolder { private static final ThreadLocal<DynamicDataSourceGlobal> holder = new ThreadLocal<DynamicDataSourceGlobal>(); private DynamicDataSourceHolder() { // } public static void putDataSource(DynamicDataSourceGlobal dataSource){ holder.set(dataSource); } public static DynamicDataSourceGlobal getDataSource(){ return holder.get(); } public static void clearDataSource() { holder.remove(); } }
import org.springframework.jdbc.datasource.DataSourceTransactionManager; import org.springframework.transaction.TransactionDefinition; /** * Created by IDEA * User: mashaohua * Date: 2016-08-10 14:34 * Desc: */ public class DynamicDataSourceTransactionManager extends DataSourceTransactionManager { /** * 只读事务到读库,读写事务到写库 * @param transaction * @param definition */ @Override protected void doBegin(Object transaction, TransactionDefinition definition) { //设置数据源 boolean readOnly = definition.isReadOnly(); if(readOnly) { DynamicDataSourceHolder.putDataSource(DynamicDataSourceGlobal.READ); } else { DynamicDataSourceHolder.putDataSource(DynamicDataSourceGlobal.WRITE); } super.doBegin(transaction, definition); } /** * 清理本地线程的数据源 * @param transaction */ @Override protected void doCleanupAfterCompletion(Object transaction) { super.doCleanupAfterCompletion(transaction); DynamicDataSourceHolder.clearDataSource(); } }
import org.apache.ibatis.executor.Executor; import org.apache.ibatis.executor.keygen.SelectKeyGenerator; import org.apache.ibatis.mapping.BoundSql; 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 org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.transaction.support.TransactionSynchronizationManager; import java.util.Locale; import java.util.Map; import java.util.Properties; import java.util.concurrent.ConcurrentHashMap; /** * Created by IDEA * User: mashaohua * Date: 2016-08-10 11:09 * Desc: */ @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 DynamicPlugin implements Interceptor { protected static final Logger logger = LoggerFactory.getLogger(DynamicPlugin.class); private static final String REGEX = ".*insert\\u0020.*|.*delete\\u0020.*|.*update\\u0020.*"; private static final Map<String, DynamicDataSourceGlobal> cacheMap = new ConcurrentHashMap<>(); @Override public Object intercept(Invocation invocation) throws Throwable { boolean synchronizationActive = TransactionSynchronizationManager.isSynchronizationActive(); if(!synchronizationActive) { Object[] objects = invocation.getArgs(); MappedStatement ms = (MappedStatement) objects[0]; DynamicDataSourceGlobal dynamicDataSourceGlobal = null; if((dynamicDataSourceGlobal = cacheMap.get(ms.getId())) == null) { //读方法 if(ms.getSqlCommandType().equals(SqlCommandType.SELECT)) { //!selectKey 为自增id查询主键(SELECT LAST_INSERT_ID() )方法,使用主库 if(ms.getId().contains(SelectKeyGenerator.SELECT_KEY_SUFFIX)) { dynamicDataSourceGlobal = DynamicDataSourceGlobal.WRITE; } else { BoundSql boundSql = ms.getSqlSource().getBoundSql(objects[1]); String sql = boundSql.getSql().toLowerCase(Locale.CHINA).replaceAll("[\\t\\n\\r]", " "); if(sql.matches(REGEX)) { dynamicDataSourceGlobal = DynamicDataSourceGlobal.WRITE; } else { dynamicDataSourceGlobal = DynamicDataSourceGlobal.READ; } } }else{ dynamicDataSourceGlobal = DynamicDataSourceGlobal.WRITE; } logger.warn("设置方法[{}] use [{}] Strategy, SqlCommandType [{}]..", ms.getId(), dynamicDataSourceGlobal.name(), ms.getSqlCommandType().name()); cacheMap.put(ms.getId(), dynamicDataSourceGlobal); } DynamicDataSourceHolder.putDataSource(dynamicDataSourceGlobal); } 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) { // } }
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