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Apache Seata分布式事务之Seata-Client原理及流程详解

news 2025/6/23 16:20:02

本文来自 Apache Seata官方文档，欢迎访问官网，查看更多深度文章。
本文来自 Apache Seata官方文档，欢迎访问官网，查看更多深度文章。

前言

在分布式系统中，分布式事务是一个必须要解决的问题，目前使用较多的是最终一致性方案。自年初阿里开源了Fescar（四月初更名为Seata）后，该项目受到了极大的关注度，目前已接近8000Star。Seata以高性能和零侵入的方式为目标解决微服务领域的分布式事务难题，目前正处于快速迭代中，近期小目标是生产可用的Mysql版本。关于Seata的总体介绍，可以查看官方WIKI获得更多更全面的内容介绍。

本文主要基于spring cloud+spring jpa+spring cloud alibaba fescar+mysql+seata的结构，搭建一个分布式系统的demo，通过seata的debug日志和源代码，从client端（RM、TM）的角度分析说明其工作流程及原理。

文中代码基于fescar-0.4.1，由于项目刚更名为seata不久，例如一些包名、类名、jar包名称还都是fescar的命名，故下文中仍使用fescar进行表述。

示例项目：https://github.com/fescar-group/fescar-samples/tree/master/springcloud-jpa-seata

分布式框架支持

Fescar使用XID表示一个分布式事务，XID需要在一次分布式事务请求所涉的系统中进行传递，从而向feacar-server发送分支事务的处理情况，以及接收feacar-server的commit、rollback指令。
Fescar官方已支持全版本的dubbo协议，而对于spring cloud（spring-boot）的分布式项目社区也提供了相应的实现

<dependency><groupId>org.springframework.cloud</groupId><artifactId>spring-cloud-alibaba-fescar</artifactId><version>2.1.0.BUILD-SNAPSHOT</version>
</dependency>

该组件实现了基于RestTemplate、Feign通信时的XID传递功能。

业务逻辑

业务逻辑是经典的下订单、扣余额、减库存流程。
根据模块划分为三个独立的服务，且分别连接对应的数据库

订单：order-server
账户：account-server
库存：storage-server

另外还有发起分布式事务的业务系统

业务：business-server

项目结构如下图
外链图片转存失败,源站可能有防盗链机制,建议将图片保存下来直接上传

正常业务

business发起购买请求
storage扣减库存
order创建订单
account扣减余额

异常业务

business发起购买请求
storage扣减库存
order创建订单
account扣减余额异常

正常流程下2、3、4步的数据正常更新全局commit，异常流程下的数据则由于第4步的异常报错全局回滚。

配置文件

fescar的配置入口文件是registry.conf,查看代码ConfigurationFactory得知目前还不能指定该配置文件，所以配置文件名称只能为registry.conf

private static final String REGISTRY_CONF = "registry.conf";
public static final Configuration FILE_INSTANCE = new FileConfiguration(REGISTRY_CONF);

在registry中可以指定具体配置的形式，默认使用file类型，在file.conf中有3部分配置内容

transport
transport部分的配置对应NettyServerConfig类，用于定义Netty相关的参数，TM、RM与fescar-server之间使用Netty进行通信
service

	 service {#vgroup->rgroupvgroup_mapping.my_test_tx_group = "default"#配置Client连接TC的地址default.grouplist = "127.0.0.1:8091"#degrade current not supportenableDegrade = false#disable是否启用seata的分布式事务disableGlobalTransaction = false}

client

	client {#RM接收TC的commit通知后缓冲上限async.commit.buffer.limit = 10000lock {retry.internal = 10retry.times = 30}}

数据源Proxy

除了前面的配置文件，fescar在AT模式下稍微有点代码量的地方就是对数据源的代理指定，且目前只能基于DruidDataSource的代理。
注：在最新发布的0.4.2版本中已支持任意数据源类型

@Bean
@ConfigurationProperties(prefix = "spring.datasource")
public DruidDataSource druidDataSource() {DruidDataSource druidDataSource = new DruidDataSource();return druidDataSource;
}@Primary
@Bean("dataSource")
public DataSourceProxy dataSource(DruidDataSource druidDataSource) {return new DataSourceProxy(druidDataSource);
}

使用DataSourceProxy的目的是为了引入ConnectionProxy,fescar无侵入的一方面就体现在ConnectionProxy的实现上，即分支事务加入全局事务的切入点是在本地事务的commit阶段，这样设计可以保证业务数据与undo_log是在一个本地事务中。

undo_log是需要在业务库上创建的一个表，fescar依赖该表记录每笔分支事务的状态及二阶段rollback的回放数据。不用担心该表的数据量过大形成单点问题，在全局事务commit的场景下事务对应的undo_log会异步删除。

CREATE TABLE `undo_log` (`id` bigint(20) NOT NULL AUTO_INCREMENT,`branch_id` bigint(20) NOT NULL,`xid` varchar(100) NOT NULL,`rollback_info` longblob NOT NULL,`log_status` int(11) NOT NULL,`log_created` datetime NOT NULL,`log_modified` datetime NOT NULL,`ext` varchar(100) DEFAULT NULL,PRIMARY KEY (`id`),UNIQUE KEY `ux_undo_log` (`xid`,`branch_id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;

启动Server

前往https://github.com/apache/incubator-seata/releases 下载与Client版本对应的fescar-server,避免由于版本的不同导致的协议不一致问题
进入解压之后的 bin 目录，执行

./fescar-server.sh 8091 ../data

启动成功输出

2019-04-09 20:27:24.637 INFO [main]c.a.fescar.core.rpc.netty.AbstractRpcRemotingServer.start:152 -Server started ...

启动Client

fescar的加载入口类位于GlobalTransactionAutoConfiguration，对基于spring boot的项目能够自动加载，当然也可以通过其他方式示例化GlobalTransactionScanner

@Configuration
@EnableConfigurationProperties({FescarProperties.class})
public class GlobalTransactionAutoConfiguration {private final ApplicationContext applicationContext;private final FescarProperties fescarProperties;public GlobalTransactionAutoConfiguration(ApplicationContext applicationContext, FescarProperties fescarProperties) {this.applicationContext = applicationContext;this.fescarProperties = fescarProperties;}/*** 示例化GlobalTransactionScanner* scanner为client初始化的发起类*/@Beanpublic GlobalTransactionScanner globalTransactionScanner() {String applicationName = this.applicationContext.getEnvironment().getProperty("spring.application.name");String txServiceGroup = this.fescarProperties.getTxServiceGroup();if (StringUtils.isEmpty(txServiceGroup)) {txServiceGroup = applicationName + "-fescar-service-group";this.fescarProperties.setTxServiceGroup(txServiceGroup);}return new GlobalTransactionScanner(applicationName, txServiceGroup);}
}

可以看到支持一个配置项FescarProperties，用于配置事务分组名称

spring.cloud.alibaba.fescar.tx-service-group=my_test_tx_group

如果不指定服务组，则默认使用spring.application.name+ -fescar-service-group生成名称，所以不指定spring.application.name启动会报错

@ConfigurationProperties("spring.cloud.alibaba.fescar")
public class FescarProperties {private String txServiceGroup;public FescarProperties() {}public String getTxServiceGroup() {return this.txServiceGroup;}public void setTxServiceGroup(String txServiceGroup) {this.txServiceGroup = txServiceGroup;}
}

获取applicationId和txServiceGroup后，创建GlobalTransactionScanner对象，主要看类中initClient方法

private void initClient() {if (StringUtils.isNullOrEmpty(applicationId) || StringUtils.isNullOrEmpty(txServiceGroup)) {throw new IllegalArgumentException("applicationId: " + applicationId + ", txServiceGroup: " + txServiceGroup);}//init TMTMClient.init(applicationId, txServiceGroup);//init RMRMClient.init(applicationId, txServiceGroup);}

方法中可以看到初始化了TMClient和RMClient，对于一个服务既可以是TM角色也可以是RM角色，至于什么时候是TM或者RM则要看在一次全局事务中@GlobalTransactional注解标注在哪。
Client创建的结果是与TC的一个Netty连接，所以在启动日志中可以看到两个Netty Channel，其中标明了transactionRole分别为TMROLE和RMROLE

2019-04-09 13:42:57.417  INFO 93715 --- [imeoutChecker_1] c.a.f.c.rpc.netty.NettyPoolableFactory   : NettyPool create channel to {"address":"127.0.0.1:8091","message":{"applicationId":"business-service","byteBuffer":{"char":"\u0000","direct":false,"double":0.0,"float":0.0,"int":0,"long":0,"readOnly":false,"short":0},"transactionServiceGroup":"my_test_tx_group","typeCode":101,"version":"0.4.1"},"transactionRole":"TMROLE"}
2019-04-09 13:42:57.505  INFO 93715 --- [imeoutChecker_1] c.a.f.c.rpc.netty.NettyPoolableFactory   : NettyPool create channel to {"address":"127.0.0.1:8091","message":{"applicationId":"business-service","byteBuffer":{"char":"\u0000","direct":false,"double":0.0,"float":0.0,"int":0,"long":0,"readOnly":false,"short":0},"transactionServiceGroup":"my_test_tx_group","typeCode":103,"version":"0.4.1"},"transactionRole":"RMROLE"}
2019-04-09 13:42:57.629 DEBUG 93715 --- [lector_TMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:RegisterTMRequest{applicationId='business-service', transactionServiceGroup='my_test_tx_group'}
2019-04-09 13:42:57.629 DEBUG 93715 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:RegisterRMRequest{resourceIds='null', applicationId='business-service', transactionServiceGroup='my_test_tx_group'}
2019-04-09 13:42:57.699 DEBUG 93715 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:version=0.4.1,extraData=null,identified=true,resultCode=null,msg=null,messageId:1
2019-04-09 13:42:57.699 DEBUG 93715 --- [lector_TMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:version=0.4.1,extraData=null,identified=true,resultCode=null,msg=null,messageId:2
2019-04-09 13:42:57.701 DEBUG 93715 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : com.alibaba.fescar.core.rpc.netty.RmRpcClient@3b06d101 msgId:1, future :com.alibaba.fescar.core.protocol.MessageFuture@28bb1abd, body:version=0.4.1,extraData=null,identified=true,resultCode=null,msg=null
2019-04-09 13:42:57.701 DEBUG 93715 --- [lector_TMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : com.alibaba.fescar.core.rpc.netty.TmRpcClient@65fc3fb7 msgId:2, future :com.alibaba.fescar.core.protocol.MessageFuture@9a1e3df, body:version=0.4.1,extraData=null,identified=true,resultCode=null,msg=null
2019-04-09 13:42:57.710  INFO 93715 --- [imeoutChecker_1] c.a.fescar.core.rpc.netty.RmRpcClient    : register RM success. server version:0.4.1,channel:[id: 0xe6468995, L:/127.0.0.1:57397 - R:/127.0.0.1:8091]
2019-04-09 13:42:57.710  INFO 93715 --- [imeoutChecker_1] c.a.f.c.rpc.netty.NettyPoolableFactory   : register success, cost 114 ms, version:0.4.1,role:TMROLE,channel:[id: 0xd22fe0c5, L:/127.0.0.1:57398 - R:/127.0.0.1:8091]
2019-04-09 13:42:57.711  INFO 93715 --- [imeoutChecker_1] c.a.f.c.rpc.netty.NettyPoolableFactory   : register success, cost 125 ms, version:0.4.1,role:RMROLE,channel:[id: 0xe6468995, L:/127.0.0.1:57397 - R:/127.0.0.1:8091]

日志中可以看到

创建Netty连接
发送注册请求
得到响应结果
RmRpcClient、TmRpcClient成功实例化

TM处理流程

在本例中，TM的角色是business-service,BusinessService的purchase方法标注了@GlobalTransactional注解

@Service
public class BusinessService {@Autowiredprivate StorageFeignClient storageFeignClient;@Autowiredprivate OrderFeignClient orderFeignClient;@GlobalTransactionalpublic void purchase(String userId, String commodityCode, int orderCount){storageFeignClient.deduct(commodityCode, orderCount);orderFeignClient.create(userId, commodityCode, orderCount);}
}

方法调用后将会创建一个全局事务，首先关注@GlobalTransactional注解的作用，在GlobalTransactionalInterceptor中被拦截处理

/*** AOP拦截方法调用*/
@Override
public Object invoke(final MethodInvocation methodInvocation) throws Throwable {Class<?> targetClass = (methodInvocation.getThis() != null ? AopUtils.getTargetClass(methodInvocation.getThis()) : null);Method specificMethod = ClassUtils.getMostSpecificMethod(methodInvocation.getMethod(), targetClass);final Method method = BridgeMethodResolver.findBridgedMethod(specificMethod);//获取方法GlobalTransactional注解final GlobalTransactional globalTransactionalAnnotation = getAnnotation(method, GlobalTransactional.class);final GlobalLock globalLockAnnotation = getAnnotation(method, GlobalLock.class);//如果方法有GlobalTransactional注解，则拦截到相应方法处理if (globalTransactionalAnnotation != null) {return handleGlobalTransaction(methodInvocation, globalTransactionalAnnotation);} else if (globalLockAnnotation != null) {return handleGlobalLock(methodInvocation);} else {return methodInvocation.proceed();}
}

handleGlobalTransaction方法中对TransactionalTemplate的execute进行了调用，从类名可以看到这是一个标准的模版方法，它定义了TM对全局事务处理的标准步骤，注释已经比较清楚了

public Object execute(TransactionalExecutor business) throws TransactionalExecutor.ExecutionException {// 1. get or create a transactionGlobalTransaction tx = GlobalTransactionContext.getCurrentOrCreate();try {// 2. begin transactiontry {triggerBeforeBegin();tx.begin(business.timeout(), business.name());triggerAfterBegin();} catch (TransactionException txe) {throw new TransactionalExecutor.ExecutionException(tx, txe,TransactionalExecutor.Code.BeginFailure);}Object rs = null;try {// Do Your Businessrs = business.execute();} catch (Throwable ex) {// 3. any business exception, rollback.try {triggerBeforeRollback();tx.rollback();triggerAfterRollback();// 3.1 Successfully rolled backthrow new TransactionalExecutor.ExecutionException(tx, TransactionalExecutor.Code.RollbackDone, ex);} catch (TransactionException txe) {// 3.2 Failed to rollbackthrow new TransactionalExecutor.ExecutionException(tx, txe,TransactionalExecutor.Code.RollbackFailure, ex);}}// 4. everything is fine, commit.try {triggerBeforeCommit();tx.commit();triggerAfterCommit();} catch (TransactionException txe) {// 4.1 Failed to committhrow new TransactionalExecutor.ExecutionException(tx, txe,TransactionalExecutor.Code.CommitFailure);}return rs;} finally {//5. cleartriggerAfterCompletion();cleanUp();}
}

通过DefaultGlobalTransaction的begin方法开启全局事务

public void begin(int timeout, String name) throws TransactionException {if (role != GlobalTransactionRole.Launcher) {check();if (LOGGER.isDebugEnabled()) {LOGGER.debug("Ignore Begin(): just involved in global transaction [" + xid + "]");}return;}if (xid != null) {throw new IllegalStateException();}if (RootContext.getXID() != null) {throw new IllegalStateException();}//具体开启事务的方法，获取TC返回的XIDxid = transactionManager.begin(null, null, name, timeout);status = GlobalStatus.Begin;RootContext.bind(xid);if (LOGGER.isDebugEnabled()) {LOGGER.debug("Begin a NEW global transaction [" + xid + "]");}
}

方法开头处if (role != GlobalTransactionRole.Launcher)对role的判断有关键的作用，表明当前是全局事务的发起者（Launcher）还是参与者（Participant）。如果在分布式事务的下游系统方法中也加上@GlobalTransactional注解，那么它的角色就是Participant，会忽略后面的begin直接return，而判断是Launcher还是Participant是根据当前上下文是否已存在XID来判断，没有XID的就是Launcher，已经存在XID的就是Participant.
由此可见，全局事务的创建只能由Launcher执行，而一次分布式事务中也只有一个Launcher存在。

DefaultTransactionManager负责TM与TC通讯，发送begin、commit、rollback指令

@Override
public String begin(String applicationId, String transactionServiceGroup, String name, int timeout)throws TransactionException {GlobalBeginRequest request = new GlobalBeginRequest();request.setTransactionName(name);request.setTimeout(timeout);GlobalBeginResponse response = (GlobalBeginResponse)syncCall(request);return response.getXid();
}

至此拿到fescar-server返回的XID表示一个全局事务创建成功，日志中也反应了上述流程

2019-04-09 13:46:57.417 DEBUG 31326 --- [nio-8084-exec-1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : offer message: timeout=60000,transactionName=purchase(java.lang.String,java.lang.String,int)
2019-04-09 13:46:57.417 DEBUG 31326 --- [geSend_TMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : write message:FescarMergeMessage timeout=60000,transactionName=purchase(java.lang.String,java.lang.String,int), channel:[id: 0xa148545e, L:/127.0.0.1:56120 - R:/127.0.0.1:8091],active?true,writable?true,isopen?true
2019-04-09 13:46:57.418 DEBUG 31326 --- [lector_TMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:FescarMergeMessage timeout=60000,transactionName=purchase(java.lang.String,java.lang.String,int)
2019-04-09 13:46:57.421 DEBUG 31326 --- [lector_TMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:MergeResultMessage com.alibaba.fescar.core.protocol.transaction.GlobalBeginResponse@2dc480dc,messageId:1196
2019-04-09 13:46:57.421 DEBUG 31326 --- [nio-8084-exec-1] c.a.fescar.core.context.RootContext      : bind 192.168.224.93:8091:2008502699
2019-04-09 13:46:57.421 DEBUG 31326 --- [nio-8084-exec-1] c.a.f.tm.api.DefaultGlobalTransaction    : Begin a NEW global transaction [192.168.224.93:8091:2008502699]

全局事务创建后，就开始执行business.execute()，即业务代码storageFeignClient.deduct(commodityCode, orderCount)进入RM处理流程，此处的业务逻辑为调用storage-service的扣减库存接口。

RM处理流程

@GetMapping(path = "/deduct")
public Boolean deduct(String commodityCode, Integer count){storageService.deduct(commodityCode,count);return true;
}@Transactional
public void deduct(String commodityCode, int count){Storage storage = storageDAO.findByCommodityCode(commodityCode);storage.setCount(storage.getCount()-count);storageDAO.save(storage);
}

storage的接口和service方法并未出现fescar相关的代码和注解，体现了fescar的无侵入。那它是如何加入到这次全局事务中的呢？答案在ConnectionProxy中，这也是前面说为什么必须要使用DataSourceProxy的原因，通过DataSourceProxy才能在业务代码的本地事务提交时，fescar通过该切入点，向TC注册分支事务并发送RM的处理结果。

由于业务代码本身的事务提交被ConnectionProxy代理实现，所以在提交本地事务时，实际执行的是ConnectionProxy的commit方法

public void commit() throws SQLException {//如果当前是全局事务，则执行全局事务的提交//判断是不是全局事务，就是看当前上下文是否存在XIDif (context.inGlobalTransaction()) {processGlobalTransactionCommit();} else if (context.isGlobalLockRequire()) {processLocalCommitWithGlobalLocks();} else {targetConnection.commit();}
}private void processGlobalTransactionCommit() throws SQLException {try {//首先是向TC注册RM，拿到TC分配的branchIdregister();} catch (TransactionException e) {recognizeLockKeyConflictException(e);}try {if (context.hasUndoLog()) {//写入undologUndoLogManager.flushUndoLogs(this);}//提交本地事务，写入undo_log和业务数据在同一个本地事务中targetConnection.commit();} catch (Throwable ex) {//向TC发送RM的事务处理失败的通知report(false);if (ex instanceof SQLException) {throw new SQLException(ex);}}//向TC发送RM的事务处理成功的通知report(true);context.reset();
}private void register() throws TransactionException {//注册RM，构建request通过netty向TC发送注册指令Long branchId = DefaultResourceManager.get().branchRegister(BranchType.AT, getDataSourceProxy().getResourceId(),null, context.getXid(), null, context.buildLockKeys());//将返回的branchId存在上下文中context.setBranchId(branchId);
}

通过日志印证一下上面的流程

2019-04-09 21:57:48.341 DEBUG 38933 --- [nio-8081-exec-1] o.s.c.a.f.web.FescarHandlerInterceptor   : xid in RootContext null xid in RpcContext 192.168.0.2:8091:2008546211
2019-04-09 21:57:48.341 DEBUG 38933 --- [nio-8081-exec-1] c.a.fescar.core.context.RootContext      : bind 192.168.0.2:8091:2008546211
2019-04-09 21:57:48.341 DEBUG 38933 --- [nio-8081-exec-1] o.s.c.a.f.web.FescarHandlerInterceptor   : bind 192.168.0.2:8091:2008546211 to RootContext
2019-04-09 21:57:48.386  INFO 38933 --- [nio-8081-exec-1] o.h.h.i.QueryTranslatorFactoryInitiator  : HHH000397: Using ASTQueryTranslatorFactory
Hibernate: select storage0_.id as id1_0_, storage0_.commodity_code as commodit2_0_, storage0_.count as count3_0_ from storage_tbl storage0_ where storage0_.commodity_code=?
Hibernate: update storage_tbl set count=? where id=?
2019-04-09 21:57:48.673  INFO 38933 --- [nio-8081-exec-1] c.a.fescar.core.rpc.netty.RmRpcClient    : will connect to 192.168.0.2:8091
2019-04-09 21:57:48.673  INFO 38933 --- [nio-8081-exec-1] c.a.fescar.core.rpc.netty.RmRpcClient    : RM will register :jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false
2019-04-09 21:57:48.673  INFO 38933 --- [nio-8081-exec-1] c.a.f.c.rpc.netty.NettyPoolableFactory   : NettyPool create channel to {"address":"192.168.0.2:8091","message":{"applicationId":"storage-service","byteBuffer":{"char":"\u0000","direct":false,"double":0.0,"float":0.0,"int":0,"long":0,"readOnly":false,"short":0},"resourceIds":"jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false","transactionServiceGroup":"hello-service-fescar-service-group","typeCode":103,"version":"0.4.0"},"transactionRole":"RMROLE"}
2019-04-09 21:57:48.677 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:RegisterRMRequest{resourceIds='jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false', applicationId='storage-service', transactionServiceGroup='hello-service-fescar-service-group'}
2019-04-09 21:57:48.680 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:version=0.4.1,extraData=null,identified=true,resultCode=null,msg=null,messageId:9
2019-04-09 21:57:48.680 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : com.alibaba.fescar.core.rpc.netty.RmRpcClient@7d61f5d4 msgId:9, future :com.alibaba.fescar.core.protocol.MessageFuture@186cd3e0, body:version=0.4.1,extraData=null,identified=true,resultCode=null,msg=null
2019-04-09 21:57:48.680  INFO 38933 --- [nio-8081-exec-1] c.a.fescar.core.rpc.netty.RmRpcClient    : register RM success. server version:0.4.1,channel:[id: 0xd40718e3, L:/192.168.0.2:62607 - R:/192.168.0.2:8091]
2019-04-09 21:57:48.680  INFO 38933 --- [nio-8081-exec-1] c.a.f.c.rpc.netty.NettyPoolableFactory   : register success, cost 3 ms, version:0.4.1,role:RMROLE,channel:[id: 0xd40718e3, L:/192.168.0.2:62607 - R:/192.168.0.2:8091]
2019-04-09 21:57:48.680 DEBUG 38933 --- [nio-8081-exec-1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : offer message: transactionId=2008546211,branchType=AT,resourceId=jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false,lockKey=storage_tbl:1
2019-04-09 21:57:48.681 DEBUG 38933 --- [geSend_RMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : write message:FescarMergeMessage transactionId=2008546211,branchType=AT,resourceId=jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false,lockKey=storage_tbl:1, channel:[id: 0xd40718e3, L:/192.168.0.2:62607 - R:/192.168.0.2:8091],active?true,writable?true,isopen?true
2019-04-09 21:57:48.681 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:FescarMergeMessage transactionId=2008546211,branchType=AT,resourceId=jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false,lockKey=storage_tbl:1
2019-04-09 21:57:48.687 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:MergeResultMessage BranchRegisterResponse: transactionId=2008546211,branchId=2008546212,result code =Success,getMsg =null,messageId:11
2019-04-09 21:57:48.702 DEBUG 38933 --- [nio-8081-exec-1] c.a.f.rm.datasource.undo.UndoLogManager  : Flushing UNDO LOG: {"branchId":2008546212,"sqlUndoLogs":[{"afterImage":{"rows":[{"fields":[{"keyType":"PrimaryKey","name":"id","type":4,"value":1},{"keyType":"NULL","name":"count","type":4,"value":993}]}],"tableName":"storage_tbl"},"beforeImage":{"rows":[{"fields":[{"keyType":"PrimaryKey","name":"id","type":4,"value":1},{"keyType":"NULL","name":"count","type":4,"value":994}]}],"tableName":"storage_tbl"},"sqlType":"UPDATE","tableName":"storage_tbl"}],"xid":"192.168.0.2:8091:2008546211"}
2019-04-09 21:57:48.755 DEBUG 38933 --- [nio-8081-exec-1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : offer message: transactionId=2008546211,branchId=2008546212,resourceId=null,status=PhaseOne_Done,applicationData=null
2019-04-09 21:57:48.755 DEBUG 38933 --- [geSend_RMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : write message:FescarMergeMessage transactionId=2008546211,branchId=2008546212,resourceId=null,status=PhaseOne_Done,applicationData=null, channel:[id: 0xd40718e3, L:/192.168.0.2:62607 - R:/192.168.0.2:8091],active?true,writable?true,isopen?true
2019-04-09 21:57:48.756 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:FescarMergeMessage transactionId=2008546211,branchId=2008546212,resourceId=null,status=PhaseOne_Done,applicationData=null
2019-04-09 21:57:48.758 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:MergeResultMessage com.alibaba.fescar.core.protocol.transaction.BranchReportResponse@582a08cf,messageId:13
2019-04-09 21:57:48.799 DEBUG 38933 --- [nio-8081-exec-1] c.a.fescar.core.context.RootContext      : unbind 192.168.0.2:8091:2008546211
2019-04-09 21:57:48.799 DEBUG 38933 --- [nio-8081-exec-1] o.s.c.a.f.web.FescarHandlerInterceptor   : unbind 192.168.0.2:8091:2008546211 from RootContext

获取business-service传来的XID
绑定XID到当前上下文中
执行业务逻辑sql
向TC创建本次RM的Netty连接
向TC发送分支事务的相关信息
获得TC返回的branchId
记录Undo Log数据
向TC发送本次事务PhaseOne阶段的处理结果
从当前上下文中解绑XID

其中第1步和第9步，是在FescarHandlerInterceptor中完成的，该类并不属于fescar，是前面提到的spring-cloud-alibaba-fescar,它实现了基于feign、rest通信时将xid bind和unbind到当前请求上下文中。到这里RM完成了PhaseOne阶段的工作，接着看PhaseTwo阶段的处理逻辑。

事务提交

各分支事务执行完成后，TC对各RM的汇报结果进行汇总，给各RM发送commit或rollback的指令

2019-04-09 21:57:49.813 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Receive:xid=192.168.0.2:8091:2008546211,branchId=2008546212,branchType=AT,resourceId=jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false,applicationData=null,messageId:1
2019-04-09 21:57:49.813 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.AbstractRpcRemoting    : com.alibaba.fescar.core.rpc.netty.RmRpcClient@7d61f5d4 msgId:1, body:xid=192.168.0.2:8091:2008546211,branchId=2008546212,branchType=AT,resourceId=jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false,applicationData=null
2019-04-09 21:57:49.814  INFO 38933 --- [atch_RMROLE_1_8] c.a.f.core.rpc.netty.RmMessageListener   : onMessage:xid=192.168.0.2:8091:2008546211,branchId=2008546212,branchType=AT,resourceId=jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false,applicationData=null
2019-04-09 21:57:49.816  INFO 38933 --- [atch_RMROLE_1_8] com.alibaba.fescar.rm.AbstractRMHandler  : Branch committing: 192.168.0.2:8091:2008546211 2008546212 jdbc:mysql://127.0.0.1:3306/db_storage?useSSL=false null
2019-04-09 21:57:49.816  INFO 38933 --- [atch_RMROLE_1_8] com.alibaba.fescar.rm.AbstractRMHandler  : Branch commit result: PhaseTwo_Committed
2019-04-09 21:57:49.817  INFO 38933 --- [atch_RMROLE_1_8] c.a.fescar.core.rpc.netty.RmRpcClient    : RmRpcClient sendResponse branchStatus=PhaseTwo_Committed,result code =Success,getMsg =null
2019-04-09 21:57:49.817 DEBUG 38933 --- [atch_RMROLE_1_8] c.a.f.c.rpc.netty.AbstractRpcRemoting    : send response:branchStatus=PhaseTwo_Committed,result code =Success,getMsg =null,channel:[id: 0xd40718e3, L:/192.168.0.2:62607 - R:/192.168.0.2:8091]
2019-04-09 21:57:49.817 DEBUG 38933 --- [lector_RMROLE_1] c.a.f.c.rpc.netty.MessageCodecHandler    : Send:branchStatus=PhaseTwo_Committed,result code =Success,getMsg =null

从日志中可以看到

RM收到XID=192.168.0.2:8091:2008546211,branchId=2008546212的commit通知
执行commit动作
将commit结果发送给TC，branchStatus为PhaseTwo_Committed

具体看下二阶段commit的执行过程，在AbstractRMHandler类的doBranchCommit方法

/*** 拿到通知的xid、branchId等关键参数* 然后调用RM的branchCommit*/
protected void doBranchCommit(BranchCommitRequest request, BranchCommitResponse response) throws TransactionException {String xid = request.getXid();long branchId = request.getBranchId();String resourceId = request.getResourceId();String applicationData = request.getApplicationData();LOGGER.info("Branch committing: " + xid + " " + branchId + " " + resourceId + " " + applicationData);BranchStatus status = getResourceManager().branchCommit(request.getBranchType(), xid, branchId, resourceId, applicationData);response.setBranchStatus(status);LOGGER.info("Branch commit result: " + status);
}

最终会将branchCommit的请求调用到AsyncWorker的branchCommit方法。AsyncWorker的处理方式是fescar架构的一个关键部分，因为大部分事务都是会正常提交的，所以在PhaseOne阶段就已经结束了，这样就可以将锁最快的释放。PhaseTwo阶段接收commit的指令后，异步处理即可。将PhaseTwo的时间消耗排除在一次分布式事务之外。

private static final List<Phase2Context> ASYNC_COMMIT_BUFFER = Collections.synchronizedList( new ArrayList<Phase2Context>());/*** 将需要提交的XID加入list*/
@Override
public BranchStatus branchCommit(BranchType branchType, String xid, long branchId, String resourceId, String applicationData) throws TransactionException {if (ASYNC_COMMIT_BUFFER.size() < ASYNC_COMMIT_BUFFER_LIMIT) {ASYNC_COMMIT_BUFFER.add(new Phase2Context(branchType, xid, branchId, resourceId, applicationData));} else {LOGGER.warn("Async commit buffer is FULL. Rejected branch [" + branchId + "/" + xid + "] will be handled by housekeeping later.");}return BranchStatus.PhaseTwo_Committed;
}/*** 通过定时任务消费list中的XID*/
public synchronized void init() {LOGGER.info("Async Commit Buffer Limit: " + ASYNC_COMMIT_BUFFER_LIMIT);timerExecutor = new ScheduledThreadPoolExecutor(1,new NamedThreadFactory("AsyncWorker", 1, true));timerExecutor.scheduleAtFixedRate(new Runnable() {@Overridepublic void run() {try {doBranchCommits();} catch (Throwable e) {LOGGER.info("Failed at async committing ... " + e.getMessage());}}}, 10, 1000 * 1, TimeUnit.MILLISECONDS);
}private void doBranchCommits() {if (ASYNC_COMMIT_BUFFER.size() == 0) {return;}Map<String, List<Phase2Context>> mappedContexts = new HashMap<>();Iterator<Phase2Context> iterator = ASYNC_COMMIT_BUFFER.iterator();//一次定时循环取出ASYNC_COMMIT_BUFFER中的所有待办数据//以resourceId作为key分组待commit数据，resourceId是一个数据库的连接url//在前面的日志中可以看到，目的是为了覆盖应用的多数据源创建while (iterator.hasNext()) {Phase2Context commitContext = iterator.next();List<Phase2Context> contextsGroupedByResourceId = mappedContexts.get(commitContext.resourceId);if (contextsGroupedByResourceId == null) {contextsGroupedByResourceId = new ArrayList<>();mappedContexts.put(commitContext.resourceId, contextsGroupedByResourceId);}contextsGroupedByResourceId.add(commitContext);iterator.remove();}for (Map.Entry<String, List<Phase2Context>> entry : mappedContexts.entrySet()) {Connection conn = null;try {try {//根据resourceId获取数据源以及连接DataSourceProxy dataSourceProxy = DataSourceManager.get().get(entry.getKey());conn = dataSourceProxy.getPlainConnection();} catch (SQLException sqle) {LOGGER.warn("Failed to get connection for async committing on " + entry.getKey(), sqle);continue;}List<Phase2Context> contextsGroupedByResourceId = entry.getValue();for (Phase2Context commitContext : contextsGroupedByResourceId) {try {//执行undolog的处理，即删除xid、branchId对应的记录UndoLogManager.deleteUndoLog(commitContext.xid, commitContext.branchId, conn);} catch (Exception ex) {LOGGER.warn("Failed to delete undo log [" + commitContext.branchId + "/" + commitContext.xid + "]", ex);}}} finally {if (conn != null) {try {conn.close();} catch (SQLException closeEx) {LOGGER.warn("Failed to close JDBC resource while deleting undo_log ", closeEx);}}}}
}

所以对于commit动作的处理，RM只需删除xid、branchId对应的undo_log即可。

事务回滚

对于rollback场景的触发有两种情况

分支事务处理异常，即ConnectionProxy中report(false)的情况
TM捕获到下游系统上抛的异常，即发起全局事务标有@GlobalTransactional注解的方法捕获到的异常。在前面TransactionalTemplate类的execute模版方法中，对business.execute()的调用进行了catch，catch后会调用rollback，由TM通知TC对应XID需要回滚事务

 public void rollback() throws TransactionException {//只有Launcher能发起这个rollbackif (role == GlobalTransactionRole.Participant) {// Participant has no responsibility of committingif (LOGGER.isDebugEnabled()) {LOGGER.debug("Ignore Rollback(): just involved in global transaction [" + xid + "]");}return;}if (xid == null) {throw new IllegalStateException();}status = transactionManager.rollback(xid);if (RootContext.getXID() != null) {if (xid.equals(RootContext.getXID())) {RootContext.unbind();}}
}

TC汇总后向参与者发送rollback指令，RM在AbstractRMHandler类的doBranchRollback方法中接收这个rollback的通知

protected void doBranchRollback(BranchRollbackRequest request, BranchRollbackResponse response) throws TransactionException {String xid = request.getXid();long branchId = request.getBranchId();String resourceId = request.getResourceId();String applicationData = request.getApplicationData();LOGGER.info("Branch rolling back: " + xid + " " + branchId + " " + resourceId);BranchStatus status = getResourceManager().branchRollback(request.getBranchType(), xid, branchId, resourceId, applicationData);response.setBranchStatus(status);LOGGER.info("Branch rollback result: " + status);
}

然后将rollback请求传递到DataSourceManager类的branchRollback方法

public BranchStatus branchRollback(BranchType branchType, String xid, long branchId, String resourceId, String applicationData) throws TransactionException {//根据resourceId获取对应的数据源DataSourceProxy dataSourceProxy = get(resourceId);if (dataSourceProxy == null) {throw new ShouldNeverHappenException();}try {UndoLogManager.undo(dataSourceProxy, xid, branchId);} catch (TransactionException te) {if (te.getCode() == TransactionExceptionCode.BranchRollbackFailed_Unretriable) {return BranchStatus.PhaseTwo_RollbackFailed_Unretryable;} else {return BranchStatus.PhaseTwo_RollbackFailed_Retryable;}}return BranchStatus.PhaseTwo_Rollbacked;
}

最终会执行UndoLogManager类的undo方法，因为是纯jdbc操作代码比较长就不贴出来了，可以通过连接到github查看源码，说一下undo的具体流程

根据xid和branchId查找PhaseOne阶段提交的undo_log
如果找到了就根据undo_log中记录的数据生成回放sql并执行，即还原PhaseOne阶段修改的数据
第2步处理完后，删除该条undo_log数据
如果第1步没有找到对应的undo_log，就插入一条状态为GlobalFinished的undo_log.
出现没找到的原因可能是PhaseOne阶段的本地事务异常了，导致没有正常写入。
因为xid和branchId是唯一索引，所以第4步的插入，可以防止PhaseOne阶段恢复后的成功写入，那么PhaseOne阶段就会异常，这样一来业务数据也就不会提交成功，数据达到了最终回滚了的效果