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  1. 引言
  读写分离要做的事情就是对于一条SQL该选择哪个数据库去执行,至于谁来做选择数据库这件事儿,无非两个,要么中间件帮我们做,要么程序自己做。因此,一般来讲,读写分离有两种实现方式。第一种是依靠中间件(比如:MyCat),也就是说应用程序连接到中间件,中间件帮我们做SQL分离;第二种是应用程序自己去做分离。这里我们选择程序自己来做,主要是利用Spring提供的路由数据源,以及AOP。
  然而,应用程序层面去做读写分离最大的弱点(不足之处)在于无法动态增加数据库节点,因为数据源配置都是写在配置中的,新增数据库意味着新加一个数据源,必然改配置,并重启应用。当然,好处就是相对简单。


  2. AbstractRoutingDataSource
  基于特定的查找key路由到特定的数据源。它内部维护了一组目标数据源,并且做了路由key与目标数据源之间的映射,提供基于key查找数据源的方法。


  3.1. maven依赖
[Java] 纯文本查看 复制代码
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" 
    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 [url=http://maven.apache.org/xsd/maven-4.0.0.xsd]http://maven.apache.org/xsd/maven-4.0.0.xsd[/url]">
    4.0.0

    com.cjs.example
    cjs-datasource-demo
    0.0.1-SNAPSHOT
    jar

    cjs-datasource-demo
    

    
        org.springframework.boot
        spring-boot-starter-parent
        2.0.5.RELEASE
         
    

    
        UTF-8
        UTF-8
        1.8
    

    
        
            org.springframework.boot
            spring-boot-starter-aop
        
        
            org.springframework.boot
            spring-boot-starter-jdbc
        
        
            org.springframework.boot
            spring-boot-starter-web
        
        
            org.mybatis.spring.boot
            mybatis-spring-boot-starter
            1.3.2
        
        
            org.apache.commons
            commons-lang3
            3.8
        

        
            mysql
            mysql-connector-java
            runtime
        
        
            org.springframework.boot
            spring-boot-starter-test
            test
        
    

    
        
            
                org.springframework.boot
                spring-boot-maven-plugin
            


            

        
    
3.2. 数据源配置
application.yml
[Java] 纯文本查看 复制代码
spring:
  datasource:
    master:
      jdbc-url: jdbc:mysql://192.168.102.31:3306/test
      username: root
      password: 123456
      driver-class-name: com.mysql.jdbc.Driver
    slave1:
      jdbc-url: jdbc:mysql://192.168.102.56:3306/test
      username: pig   # 只读账户
      password: 123456
      driver-class-name: com.mysql.jdbc.Driver
    slave2:
      jdbc-url: jdbc:mysql://192.168.102.36:3306/test
      username: pig   # 只读账户
      password: 123456
      driver-class-name: com.mysql.jdbc.Driver
多数据源配置
[Java] 纯文本查看 复制代码
package com.cjs.example.config;

import com.cjs.example.bean.MyRoutingDataSource;
import com.cjs.example.enums.DBTypeEnum;
import org.springframework.beans.factory.annotation.Qualifier;
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;
import java.util.HashMap;
import java.util.Map;

/**
 * 关于数据源配置,参考SpringBoot官方文档第79章《Data Access》
 * 79. Data Access
 * 79.1 Configure a Custom DataSource
 * 79.2 Configure Two DataSources
 */

@Configuration
public class DataSourceConfig {

    @Bean
    @ConfigurationProperties("spring.datasource.master")
    public DataSource masterDataSource() {
        return DataSourceBuilder.create().build();
    }

    @Bean
    @ConfigurationProperties("spring.datasource.slave1")
    public DataSource slave1DataSource() {
        return DataSourceBuilder.create().build();
    }

    @Bean
    @ConfigurationProperties("spring.datasource.slave2")
    public DataSource slave2DataSource() {
        return DataSourceBuilder.create().build();
    }

    @Bean
    public DataSource myRoutingDataSource(@Qualifier("masterDataSource") DataSource masterDataSource,
                                          @Qualifier("slave1DataSource") DataSource slave1DataSource,
                                          @Qualifier("slave2DataSource") DataSource slave2DataSource) {
        Map targetDataSources = new HashMap<>();
        targetDataSources.put(DBTypeEnum.MASTER, masterDataSource);
        targetDataSources.put(DBTypeEnum.SLAVE1, slave1DataSource);
        targetDataSources.put(DBTypeEnum.SLAVE2, slave2DataSource);
        MyRoutingDataSource myRoutingDataSource = new MyRoutingDataSource();
        myRoutingDataSource.setDefaultTargetDataSource(masterDataSource);
        myRoutingDataSource.setTargetDataSources(targetDataSources);
        return myRoutingDataSource;
    }

}
  这里,我们配置了4个数据源,1个master,2两个slave,1个路由数据源。前3个数据源都是为了生成第4个数据源,而且后续我们只用这最后一个路由数据源。

  MyBatis配置
[Java] 纯文本查看 复制代码
package com.cjs.example.config;

import org.apache.ibatis.session.SqlSessionFactory;
import org.mybatis.spring.SqlSessionFactoryBean;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.core.io.support.PathMatchingResourcePatternResolver;
import org.springframework.jdbc.datasource.DataSourceTransactionManager;
import org.springframework.transaction.PlatformTransactionManager;
import org.springframework.transaction.annotation.EnableTransactionManagement;

import javax.annotation.Resource;
import javax.sql.DataSource;

@EnableTransactionManagement
@Configuration
public class MyBatisConfig {

    @Resource(name = "myRoutingDataSource")
    private DataSource myRoutingDataSource;

    @Bean
    public SqlSessionFactory sqlSessionFactory() throws Exception {
        SqlSessionFactoryBean sqlSessionFactoryBean = new SqlSessionFactoryBean();
        sqlSessionFactoryBean.setDataSource(myRoutingDataSource);
        sqlSessionFactoryBean.setMapperLocations(new PathMatchingResourcePatternResolver().getResources("classpath:mapper/*.xml"));
        return sqlSessionFactoryBean.getObject();
    }

    @Bean
    public PlatformTransactionManager platformTransactionManager() {
        return new DataSourceTransactionManager(myRoutingDataSource);
    }
}
  由于Spring容器中现在有4个数据源,所以我们需要为事务管理器和MyBatis手动指定一个明确的数据源。
  3.3. 设置路由key / 查找数据源
  目标数据源就是那前3个这个我们是知道的,但是使用的时候是如果查找数据源的呢?

  首先,我们定义一个枚举来代表这三个数据源
[Java] 纯文本查看 复制代码
package com.cjs.example.enums;

public enum DBTypeEnum {

    MASTER, SLAVE1, SLAVE2;

}

[Java] 纯文本查看 复制代码
  package com.cjs.example.bean;

  import com.cjs.example.enums.DBTypeEnum;

  import java.util.concurrent.atomic.AtomicInteger;

  public class DBContextHolder {

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

  private static final AtomicInteger counter = new AtomicInteger(-1);

  public static void set(DBTypeEnum dbType) {

  contextHolder.set(dbType);

  }

  public static DBTypeEnum get() {

  return contextHolder.get();

  }

  public static void master() {

  set(DBTypeEnum.MASTER);

  System.out.println("切换到master");

  }

  public static void slave() {

  // 轮询

  int index = counter.getAndIncrement() % 2;

  if (counter.get() > 9999) {

  counter.set(-1);

  }

  if (index == 0) {

  set(DBTypeEnum.SLAVE1);

  System.out.println("切换到slave1");

  }else {

  set(DBTypeEnum.SLAVE2);

  System.out.println("切换到slave2");

  }

  }

  }
  获取路由key
  package com.cjs.example.bean;
  import org.springframework.jdbc.datasource.lookup.AbstractRoutingDataSource;
  import org.springframework.lang.Nullable;
  public class MyRoutingDataSource extends AbstractRoutingDataSource {
  @Nullable
  @Override
  protected Object determineCurrentLookupKey() {
  return DBContextHolder.get();
  }
  }
  设置路由key
  默认情况下,所有的查询都走从库,插入/修改/删除走主库。我们通过方法名来区分操作类型(CRUD)
  package com.cjs.example.aop;
  import com.cjs.example.bean.DBContextHolder;
  import org.apache.commons.lang3.StringUtils;
  import org.aspectj.lang.JoinPoint;
  import org.aspectj.lang.annotation.Aspect;
  import org.aspectj.lang.annotation.Before;
  import org.aspectj.lang.annotation.Pointcut;
  import org.springframework.stereotype.Component;
  @Aspect
  @Component
  public class DataSourceAop {
  @Pointcut("!@annotation(com.cjs.example.annotation.Master) " +
  "&& (execution(* com.cjs.example.service..*.select*(..)) " +
  "|| execution(* com.cjs.example.service..*.get*(..)))")
  public void readPointcut() {
  }
  @Pointcut("@annotation(com.cjs.example.annotation.Master) " +
  "|| execution(* com.cjs.example.service..*.insert*(..)) " +
  "|| execution(* com.cjs.example.service..*.add*(..)) " +
  "|| execution(* com.cjs.example.service..*.update*(..)) " +
  "|| execution(* com.cjs.example.service..*.edit*(..)) " +
  "|| execution(* com.cjs.example.service..*.delete*(..)) " +
  "|| execution(* com.cjs.example.service..*.remove*(..))")
  public void writePointcut() {
  }
  @Before("readPointcut()")
  public void read() {
  DBContextHolder.slave();
  }
  @Before("writePointcut()")
  public void write() {
  DBContextHolder.master();
  }
  /**
  * 另一种写法:if...else... 判断哪些需要读从数据库,其余的走主数据库
  */
  // @Before("execution(* com.cjs.example.service.impl.*.*(..))")
  // public void before(JoinPoint jp) {
  // String methodName = jp.getSignature().getName();
  //
  // if (StringUtils.startsWithAny(methodName, "get", "select", "find")) {
  // DBContextHolder.slave();
  // }else {
  // DBContextHolder.master();
  // }
  // }
  }
  有一般情况就有特殊情况,特殊情况是某些情况下我们需要强制读主库,针对这种情况,我们定义一个主键,用该注解标注的就读主库
  package com.cjs.example.annotation;
  public @interface Master {
  }
  例如,假设我们有一张表member
  package com.cjs.example.service.impl;
  import com.cjs.example.annotation.Master;
  import com.cjs.example.entity.Member;
  import com.cjs.example.entity.MemberExample;
  import com.cjs.example.mapper.MemberMapper;
  import com.cjs.example.service.MemberService;
  import org.springframework.beans.factory.annotation.Autowired;
  import org.springframework.stereotype.Service;
  import org.springframework.transaction.annotation.Transactional;
  import java.util.List;
  @Service
  public class MemberServiceImpl implements MemberService {
  @Autowired
  private MemberMapper memberMapper;
  @Transactional
  @Override
  public int insert(Member member) {
  return memberMapper.insert(member);
  }
  @Master
  @Override
  public int save(Member member) {
  return memberMapper.insert(member);
  }
  @Override
  public List selectAll() {
  return memberMapper.selectByExample(new MemberExample());
  }
  @Master
  @Override
  public String getToken(String appId) {
  // 有些读操作必须读主数据库
  // 比如,获取微信access_token,因为高峰时期主从同步可能延迟
  // 这种情况下就必须强制从主数据读
  return null;
  }
  }
  4. 测试
  package com.cjs.example;
  import com.cjs.example.entity.Member;
  import com.cjs.example.service.MemberService;
  import org.junit.Test;
  import org.junit.runner.RunWith;
  import org.springframework.beans.factory.annotation.Autowired;
  import org.springframework.boot.test.context.SpringBootTest;
  import org.springframework.test.context.junit4.SpringRunner;
  @RunWith(SpringRunner.class)
  @SpringBootTest
  public class CjsDatasourceDemoApplicationTests {
  @Autowired
  private MemberService memberService;
  @Test
  public void testWrite() {
  Member member = new Member();
  member.setName("zhangsan");
  memberService.insert(member);
  }
  @Test
  public void testRead() {
  for (int i = 0; i < 4; i++) {
  memberService.selectAll();
  }
  }
  @Test
  public void testSave() {
  Member member = new Member();
  member.setName("wangwu");
  memberService.save(member);
  }
  @Test
  public void testReadFromMaster() {
  memberService.getToken("1234");
  }
  }
  查看控制台




  5. 工程结构





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