文章目录

SpringCloud-10: Seata处理分布式事务

  • Seata
  • Seata支持的分布式事务模式
  • Seata安装
  • example
  • 创建数据库
  • 新建Maven项目:seata-order-service
  • 新建Maven项目:seata-storage-service
  • 新建项目:seata-account-service
  • 测试

SpringCloud-10: Seata处理分布式事务

官方文档

分布式事务:事务的参与者位于分布式系统的不同节点之上,一次大的操作可能由许多个小的操作组成,而每个小的操作可能落到不同的节点上,分布式事务就需要保证这些小操作要么全部成功,要么全部失败。

七种常见分布式事务详解(2PC、3PC、TCC、Saga、本地事务表、MQ事务消息、最大努力通知)

Seata

Seata支持的分布式事务模式

  • AT模式2PC的变种,一阶段业务数据和回滚日志记录在同一个本地事务中提交,释放本地锁和连接资源。二阶段进行提交或者根据undo_log回滚。
  • TCC模式TCC(Try Confirm Cancel)是应用层的两阶段提交。一阶段为Try,第二阶段为Confirm或者Cancel。每个业务逻辑都需要实现Try、Confirm和Cancel操作。代码侵入性强。
  • SAGA模式SAGA事务的思想是将长事务拆分为多个本地短事务并依次正常提交,如果所有短事务均执行成功,那么分布式事务提交;如果出现某个参与者执行失败,则由Saga事务协调器进行回滚。
  • XA模式XA 协议是由 X/Open 组织提出的分布式事务处理规范,主要定义了事务管理器 TM 和局部资源管理器 RM 之间的接口。目前主流的数据库,比如 oracle、DB2 都是支持 XA 协议的。mysql 从 5.0 版本开始,innoDB 存储引擎已经支持 XA 协议。数据库XA语法:
XA {START|BEGIN} xid [JOIN|RESUME]

XA END xid [SUSPEND [FOR MIGRATE]]

XA PREPARE xid

XA COMMIT xid [ONE PHASE]

XA ROLLBACK xid

XA RECOVER [FORMAT=['RAW'|'SQL']]

xid: gtrid [, bqual [, formatID ]]

6 张图带你彻底搞懂分布式事务 XA 模式

AT模式、XA模式是业务无侵入的,而TCC模式和Saga是业务侵入的。

Seata分布式事务默认是AT模式。

术语:

  • Transaction ID XID全局唯一的事务ID,根据XID区分不同的分布式事务
  • TC (Transaction Coordinator) - 事务协调者

维护全局和分支事务的状态,驱动全局事务提交或回滚。就是seata server。

  • TM (Transaction Manager) - 事务管理器

定义全局事务的范围:开始全局事务、提交或回滚全局事务。@GlobalTransactional注解的业务,也就是事务发起方。

  • RM (Resource Manager) - 资源管理器

管理分支事务处理的资源,与TC交谈以注册分支事务和报告分支事务的状态,并驱动分支事务提交或回滚。事务的参与方,简单理解就是TM业务中,所有被调用的微服务,都作为RM角色。

springcloud 分布式事务 springcloud分布式事务有哪些_springcloud 分布式事务

处理过程:

  • TM向TC申请开启一个全局事务,全局事务创建成功返回一个全局唯一的XID;
  • XID在微服务调用链路的上下文中传播;
  • RM向TC注册分支事务,将其纳入XID对应全局事务的管辖;
  • RM向TC报告分支事务状态;
  • TC调度XID下管辖的全部分支事务由RM完成提交或回滚请求;
  • TM结束全局事务。

Seata安装

Github下载地址 v1.4.2

下载后解压,修改registry.conf文件,配置注册中心。这里还是使用Nacos。

v1.4.2只需要修改registry.conf文件

registry {
  # file 、nacos 、eureka、redis、zk、consul、etcd3、sofa
  type = "nacos"

  nacos {
    application = "seata-server"
    serverAddr = "seckill.cc:1111"
    group = "SEATA_GROUP"
    namespace = "seata"
    cluster = "default"
    username = ""
    password = ""
  }
  ...
}

config {
  # file、nacos 、apollo、zk、consul、etcd3
  type = "nacos"

  nacos {
    serverAddr = "seckill.cc:1111"
    namespace = "seata"
    group = "SEATA_GROUP"
    username = ""
    password = ""
    dataId = "seataServer.properties"
  }
 	...
}

切换到Nacos,创建一个新的命名空间,记住命名空间ID。

springcloud 分布式事务 springcloud分布式事务有哪些_springcloud 分布式事务_02

添加配置文件:

springcloud 分布式事务 springcloud分布式事务有哪些_分布式_03

内容如下:

参考这个文件写:https://github.com/seata/seata/blob/develop/script/config-center/config.txt

transport.type=TCP
transport.server=NIO
transport.heartbeat=true
transport.enableClientBatchSendRequest=true
transport.threadFactory.bossThreadPrefix=NettyBoss
transport.threadFactory.workerThreadPrefix=NettyServerNIOWorker
transport.threadFactory.serverExecutorThreadPrefix=NettyServerBizHandler
transport.threadFactory.shareBossWorker=false
transport.threadFactory.clientSelectorThreadPrefix=NettyClientSelector
transport.threadFactory.clientSelectorThreadSize=1
transport.threadFactory.clientWorkerThreadPrefix=NettyClientWorkerThread
transport.threadFactory.bossThreadSize=1
transport.threadFactory.workerThreadSize=default
transport.shutdown.wait=3
transport.serialization=seata
transport.compressor=none
# server
server.recovery.committingRetryPeriod=1000
server.recovery.asynCommittingRetryPeriod=1000
server.recovery.rollbackingRetryPeriod=1000
server.recovery.timeoutRetryPeriod=1000
server.undo.logSaveDays=7
server.undo.logDeletePeriod=86400000
server.maxCommitRetryTimeout=-1
server.maxRollbackRetryTimeout=-1
server.rollbackRetryTimeoutUnlockEnable=false
server.distributedLockExpireTime=10000
# store
#model改为db
store.mode=db
store.lock.mode=file
store.session.mode=file
# store.publicKey=""
store.file.dir=file_store/data
store.file.maxBranchSessionSize=16384
store.file.maxGlobalSessionSize=512
store.file.fileWriteBufferCacheSize=16384
store.file.flushDiskMode=async
store.file.sessionReloadReadSize=100
store.db.datasource=druid
store.db.dbType=mysql
store.db.driverClassName=com.mysql.jdbc.Driver
# 改为上面创建的seata服务数据库
store.db.url=jdbc:mysql://ip:3306/seata?useUnicode=true&rewriteBatchedStatements=true
# 改为自己的数据库用户名
store.db.user=root
# 改为自己的数据库密码
store.db.password=
store.db.minConn=5
store.db.maxConn=30
store.db.globalTable=global_table
store.db.branchTable=branch_table
store.db.distributedLockTable=distributed_lock
store.db.queryLimit=100
store.db.lockTable=lock_table
store.db.maxWait=5000
store.redis.mode=single
store.redis.single.host=127.0.0.1
store.redis.single.port=6379
# store.redis.sentinel.masterName=""
# store.redis.sentinel.sentinelHosts=""
store.redis.maxConn=10
store.redis.minConn=1
store.redis.maxTotal=100
store.redis.database=0
# store.redis.password=""
store.redis.queryLimit=100
# log
log.exceptionRate=100
# metrics
metrics.enabled=false
metrics.registryType=compact
metrics.exporterList=prometheus
metrics.exporterPrometheusPort=9898
# service
# 自己命名一个vgroupMapping
service.vgroupMapping.test-tx-group=default
service.default.grouplist=127.0.0.1:8091
service.enableDegrade=false
service.disableGlobalTransaction=false

# client
client.rm.asyncCommitBufferLimit=10000
client.rm.lock.retryInterval=10
client.rm.lock.retryTimes=30
client.rm.lock.retryPolicyBranchRollbackOnConflict=true
client.rm.reportRetryCount=5
client.rm.tableMetaCheckEnable=false
client.rm.tableMetaCheckerInterval=60000
client.rm.sqlParserType=druid
client.rm.reportSuccessEnable=false
client.rm.sagaBranchRegisterEnable=false
client.rm.tccActionInterceptorOrder=-2147482648
client.tm.commitRetryCount=5
client.tm.rollbackRetryCount=5
client.tm.defaultGlobalTransactionTimeout=60000
client.tm.degradeCheck=false
client.tm.degradeCheckAllowTimes=10
client.tm.degradeCheckPeriod=2000
client.tm.interceptorOrder=-2147482648
client.undo.dataValidation=true
client.undo.logSerialization=jackson
client.undo.onlyCareUpdateColumns=true
client.undo.logTable=undo_log
client.undo.compress.enable=true
client.undo.compress.type=zip
client.undo.compress.threshold=64k

创建数据库seata,并建表:

建表脚本:https://github.com/seata/seata/tree/develop/script/server/db

MySQL:

-- -------------------------------- The script used when storeMode is 'db' --------------------------------
-- the table to store GlobalSession data
CREATE TABLE IF NOT EXISTS `global_table`
(
    `xid`                       VARCHAR(128) NOT NULL,
    `transaction_id`            BIGINT,
    `status`                    TINYINT      NOT NULL,
    `application_id`            VARCHAR(32),
    `transaction_service_group` VARCHAR(32),
    `transaction_name`          VARCHAR(128),
    `timeout`                   INT,
    `begin_time`                BIGINT,
    `application_data`          VARCHAR(2000),
    `gmt_create`                DATETIME,
    `gmt_modified`              DATETIME,
    PRIMARY KEY (`xid`),
    KEY `idx_status_gmt_modified` (`status` , `gmt_modified`),
    KEY `idx_transaction_id` (`transaction_id`)
) ENGINE = InnoDB
  DEFAULT CHARSET = utf8mb4;

-- the table to store BranchSession data
CREATE TABLE IF NOT EXISTS `branch_table`
(
    `branch_id`         BIGINT       NOT NULL,
    `xid`               VARCHAR(128) NOT NULL,
    `transaction_id`    BIGINT,
    `resource_group_id` VARCHAR(32),
    `resource_id`       VARCHAR(256),
    `branch_type`       VARCHAR(8),
    `status`            TINYINT,
    `client_id`         VARCHAR(64),
    `application_data`  VARCHAR(2000),
    `gmt_create`        DATETIME(6),
    `gmt_modified`      DATETIME(6),
    PRIMARY KEY (`branch_id`),
    KEY `idx_xid` (`xid`)
) ENGINE = InnoDB
  DEFAULT CHARSET = utf8mb4;

-- the table to store lock data
CREATE TABLE IF NOT EXISTS `lock_table`
(
    `row_key`        VARCHAR(128) NOT NULL,
    `xid`            VARCHAR(128),
    `transaction_id` BIGINT,
    `branch_id`      BIGINT       NOT NULL,
    `resource_id`    VARCHAR(256),
    `table_name`     VARCHAR(32),
    `pk`             VARCHAR(36),
    `status`         TINYINT      NOT NULL DEFAULT '0' COMMENT '0:locked ,1:rollbacking',
    `gmt_create`     DATETIME,
    `gmt_modified`   DATETIME,
    PRIMARY KEY (`row_key`),
    KEY `idx_status` (`status`),
    KEY `idx_branch_id` (`branch_id`),
    KEY `idx_xid_and_branch_id` (`xid` , `branch_id`)
) ENGINE = InnoDB
  DEFAULT CHARSET = utf8mb4;

CREATE TABLE IF NOT EXISTS `distributed_lock`
(
    `lock_key`       CHAR(20) NOT NULL,
    `lock_value`     VARCHAR(20) NOT NULL,
    `expire`         BIGINT,
    primary key (`lock_key`)
) ENGINE = InnoDB
  DEFAULT CHARSET = utf8mb4;

INSERT INTO `distributed_lock` (lock_key, lock_value, expire) VALUES ('AsyncCommitting', ' ', 0);
INSERT INTO `distributed_lock` (lock_key, lock_value, expire) VALUES ('RetryCommitting', ' ', 0);
INSERT INTO `distributed_lock` (lock_key, lock_value, expire) VALUES ('RetryRollbacking', ' ', 0);
INSERT INTO `distributed_lock` (lock_key, lock_value, expire) VALUES ('TxTimeoutCheck', ' ', 0);

启动seata

nohup bash bin/seata-server.sh -p 8091 -h 可以ping通的IP &

springcloud 分布式事务 springcloud分布式事务有哪些_分布式事务_04

Nacos中如果能看到对应的服务,说明安装启动成功。

example

业务需求:下订单 -> 减库存 ->扣余额->改变订单状态

创建数据库

创建三个数据库:

CREATE DATABASE seata_order;
CREATE DATABASE seata_storage;
CREATE DATABASE seata_account;

在三个数据库下分别建表:

  • seata_order
CREATE TABLE t_oder (
	`id` BIGINT(11) NOT NULL AUTO_INCREMENT PRIMARY KEY,
	`user_id` BIGINT(11) DEFAULT NULL COMMENT 'user id',
	`product_id` BIGINT(11) DEFAULT NULL COMMENT '产品id',
	`count` INT(11) DEFAULT NULL,
	`money` DECIMAL(11, 0) DEFAULT NULL,
	`status` INT(1) DEFAULT NULL COMMENT '订单状态, 0:创建中, 1:已完结'
) ENGINE=INNODB AUTO_INCREMENT=7 DEFAULT CHARSET=utf8;
  • seata_storage
CREATE TABLE t_storage (
`id` BIGINT(11) NOT NULL AUTO_INCREMENT PRIMARY KEY, 
`product_id` BIGINT(11) DEFAULT NULL COMMENT '产品id', 
`total` INT(11) DEFAULT NULL COMMENT '总库存', 
`used` INT(11) DEFAULT NULL COMMENT '已用库存', 
`residue` INT(11) DEFAULT NULL COMMENT '剩余库存' 
) ENGINE=INNODB AUTO_INCREMENT=2 DEFAULT CHARSET=utf8;
INSERT INTO seata_storage.t_storage(`id`, `product_id`, `total`, `used`, `residue`) VALUES ('1', '1', '100', '0', '100');
  • seata_account
CREATE TABLE t_account (
`id` BIGINT(11) NOT NULL AUTO_INCREMENT PRIMARY KEY COMMENT 'id',
`user_id` BIGINT(11) DEFAULT NULL COMMENT '用户id',
`total` DECIMAL(10,0) DEFAULT NULL COMMENT '总额度',
`used` DECIMAL(10,0) DEFAULT NULL COMMENT '已用余额',
`residue` DECIMAL(10,0) DEFAULT '0' COMMENT '剩余可用额度'
) ENGINE=INNODB AUTO_INCREMENT=2 DEFAULT CHARSET=utf8; 
INSERT INTO seata_account.t_account(`id`, `user_id`, `total`, `used`, `residue`) VALUES ('1', '1', '1000', '0', '1000');

为每个数据库建立回滚表:

-- 注意此处0.7.0+ 增加字段 context
CREATE TABLE `undo_log` (
  `id` bigint(20) NOT NULL AUTO_INCREMENT,
  `branch_id` bigint(20) NOT NULL,
  `xid` varchar(100) NOT NULL,
  `context` varchar(128) NOT NULL,
  `rollback_info` longblob NOT NULL,
  `log_status` int(11) NOT NULL,
  `log_created` datetime NOT NULL,
  `log_modified` datetime NOT NULL,
  PRIMARY KEY (`id`),
  UNIQUE KEY `ux_undo_log` (`xid`,`branch_id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8; COMMENT ='AT transaction mode undo table';

新建Maven项目:seata-order-service

  • pom.xml:
<?xml version="1.0" encoding="UTF-8"?>
<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 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <parent>
        <artifactId>seckill</artifactId>
        <groupId>cc.seckill</groupId>
        <version>1.0-SNAPSHOT</version>
    </parent>
    <modelVersion>4.0.0</modelVersion>

    <artifactId>cloud-seata-order-service2001</artifactId>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
    </properties>

    <dependencies>

        <dependency>
            <groupId>org.springframework</groupId>
            <artifactId>spring-context-support</artifactId>
        </dependency>
        
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-seata</artifactId>
            <exclusions>
                <exclusion>
                    <groupId>io.seata</groupId>
                    <artifactId>seata-spring-boot-starter</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>io.seata</groupId>
            <artifactId>seata-spring-boot-starter</artifactId>
            <version>1.4.2</version>
        </dependency>

        <!--  项目通用自定义api  -->
        <dependency>
            <groupId>cc.seckill</groupId>
            <artifactId>cloud-api-commons</artifactId>
            <version>${project.version}</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba.csp</groupId>
            <artifactId>sentinel-datasource-nacos</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-sentinel</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-openfeign</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-loadbalancer</artifactId>
        </dependency>



        <!-- https://mvnrepository.com/artifact/com.alibaba.cloud/spring-cloud-starter-alibaba-nacos-discovery -->
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
        </dependency>


        <!--    WEB    -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>

        <!--  数据库 -->
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>druid-spring-boot-starter</artifactId>
        </dependency>
        <!--mysql-connector-java-->
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
        </dependency>
        <!--jdbc-->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-jdbc</artifactId>
        </dependency>

        <!--  mybatis-plus  -->
        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus-boot-starter</artifactId>
        </dependency>

        <!--    通用    -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-devtools</artifactId>
            <scope>runtime</scope>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>

        <!--  加密工具包  -->
        <!-- https://mvnrepository.com/artifact/com.github.ulisesbocchio/jasypt-spring-boot-starter -->
        <dependency>
            <groupId>com.github.ulisesbocchio</groupId>
            <artifactId>jasypt-spring-boot-starter</artifactId>
        </dependency>
    </dependencies>

</project>
  • yaml:
server:
  port: 2001

spring:
  application:
    name: seata-order-service
  cloud:
    nacos:
      discovery:
        server-addr: seckill.cc:1111
    loadbalancer:
      cache:
        enabled: true
        caffeine:
          spec: initialCapacity=500,expireAfterWrite=5s

  datasource:
    type: com.alibaba.druid.pool.DruidDataSource        # 数据源操作类型
    driver-class-name: org.gjt.mm.mysql.Driver          # mysql 驱动
    url: jdbc:mysql://mysql_server:3306/db_seckill?useUnicode=true&characterEncoding=utf-8&useSSL=false
    username: root
    password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
    druid:
      test-while-idle: false


seata:
  enabled: true
  enable-auto-data-source-proxy: true #是否开启数据源自动代理,默认为true
  tx-service-group: test-tx-group  #要与配置文件中的vgroupMapping一致
  registry: #registry根据seata服务端的registry配置
    type: nacos #默认为file
    nacos:
      application: seata-server #配置自己的seata服务
      server-addr: seckill.cc:1111 #根据自己的seata服务配置
      username: nacos
      password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
      namespace: 2fa7bcca-4687-4b7d-9434-1c8a0df249df  # seata-server在nacos的命名空间ID
      cluster: default # 配置自己的seata服务cluster, 默认为 default
      group: SEATA_GROUP    # seata-server在nacos的分组
  config:
    type: nacos #默认file,如果使用file不配置下面的nacos,直接配置seata.service
    nacos:
      server-addr: seckill.cc:1111 #配置自己的nacos地址
      group: SEATA_GROUP #配置自己的dev
      username: nacos
      password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
      namespace: 2fa7bcca-4687-4b7d-9434-1c8a0df249df

      #配置自己的dataId,由于搭建服务端时把客户端的配置也写在了seataServer.properties,
      # 所以这里用了和服务端一样的配置文件,实际客户端和服务端的配置文件分离出来更好
      dataId: seataServer.properties



mybatis:
  mapper-locations: classpath:mapper/*.xml
  type-aliases-package: cc.seckill.srpingcloud.entities


mybatis-plus:
  configuration:
    log-impl: org.apache.ibatis.logging.stdout.StdOutImpl
  mapper-locations: classpath:mapper/*.xml

jasypt:
  encryptor:
    #    password:
    algorithm: PBEWITHHMACSHA512ANDAES_256


feign:
  client:
    config:
      default:
        connectTimeout: 1000
        readTimeout: 1000
        loggerLevel: basic
  • domain:
@Data
@AllArgsConstructor
@NoArgsConstructor
@TableName(value = "t_order")
public class Order {
    private Long id;

    private Long userId;

    private Long productId;

    private Integer count;

    private BigDecimal money;

    //订单状态 0 创建中, 1 已完成
    private Integer status;
}
  • DAO:
@Mapper
public interface OrderMapper extends BaseMapper<Order> {
}
  • service:
public interface OrderService {
    void create(Order order);
}

// **************************************************************;

@FeignClient(value = "seata-account-service")
@Component
public interface AccountService {

    @PostMapping("/account/decrease")
    Result decrease(@RequestParam("userId") Long userId,
                    @RequestParam("money") BigDecimal money);
}

// **************************************************************;

@FeignClient(value = "seata-storage-service")
@Component
public interface StorageService {

    @PostMapping("/storage/decrease")
    Result decrease(@RequestParam("productId") Long productId,
                    @RequestParam("count") Integer count);
}

// **************************************************************;

@Service
@Slf4j
public class OrderServiceImpl implements OrderService {

    @Resource
    private AccountService accountService;

    @Resource
    private StorageService storageService;

    @Resource
    private OrderMapper orderMapper;

    @Override
    public void create(Order order) {
        log.info("新建订单: {}", order.getId());
        orderMapper.insert(order);
        log.info("订单微服务开始调用库存服务, 开始扣减库存");
        storageService.decrease(order.getProductId(), order.getCount());
        log.info("订单微服务, 扣减库存完成");

        log.info("订单微服务开始调用账号服务, 开始减余额");
        accountService.decrease(order.getUserId(), order.getMoney());
        log.info("订单微服务调用账号服务, 减余额完成");

        // 修改订单状态
        log.info("修改订单状态: {}", order.getId());
        order.setStatus(1);
        orderMapper.updateById(order);
        log.info("修改订单状态完成 status=: {}", order.getStatus());
    }
}
  • controller:
@RestController
public class OderController {
    @Resource
    private OrderService orderService;


    @GetMapping("/order/create")
    public Result create(Order order) {
        orderService.create(order);
        return new Result()
                .msg("订单创建成功")
                .code(200);
    }
}
  • 主启动类
@SpringBootApplication
@EnableAutoDataSourceProxy
@EnableDiscoveryClient
@EnableFeignClients
public class SeataOrderMain {

    public static void main(String[] args) {
        EnvironmentVariableInit.init();
        SpringApplication.run(SeataOrderMain.class, args);
    }
}

新建Maven项目:seata-storage-service

  • pom.xml:
<?xml version="1.0" encoding="UTF-8"?>
<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 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <parent>
        <artifactId>seckill</artifactId>
        <groupId>cc.seckill</groupId>
        <version>1.0-SNAPSHOT</version>
    </parent>
    <modelVersion>4.0.0</modelVersion>

    <artifactId>cloud-seata-storage-service2002</artifactId>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
    </properties>
    <dependencies>

        <dependency>
            <groupId>org.springframework</groupId>
            <artifactId>spring-context-support</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-seata</artifactId>
            <exclusions>
                <exclusion>
                    <groupId>io.seata</groupId>
                    <artifactId>seata-spring-boot-starter</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>io.seata</groupId>
            <artifactId>seata-spring-boot-starter</artifactId>
            <version>1.4.2</version>
        </dependency>

        <!--  项目通用自定义api  -->
        <dependency>
            <groupId>cc.seckill</groupId>
            <artifactId>cloud-api-commons</artifactId>
            <version>${project.version}</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba.csp</groupId>
            <artifactId>sentinel-datasource-nacos</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-sentinel</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-openfeign</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-loadbalancer</artifactId>
        </dependency>



        <!-- https://mvnrepository.com/artifact/com.alibaba.cloud/spring-cloud-starter-alibaba-nacos-discovery -->
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
        </dependency>


        <!--    WEB    -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>

        <!--  数据库 -->
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>druid-spring-boot-starter</artifactId>
        </dependency>
        <!--mysql-connector-java-->
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
        </dependency>
        <!--jdbc-->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-jdbc</artifactId>
        </dependency>

        <!--  mybatis-plus  -->
        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus-boot-starter</artifactId>
        </dependency>

        <!--    通用    -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-devtools</artifactId>
            <scope>runtime</scope>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>

        <!--  加密工具包  -->
        <!-- https://mvnrepository.com/artifact/com.github.ulisesbocchio/jasypt-spring-boot-starter -->
        <dependency>
            <groupId>com.github.ulisesbocchio</groupId>
            <artifactId>jasypt-spring-boot-starter</artifactId>
        </dependency>


    </dependencies>

</project>
  • yaml:
server:
  port: 2002

spring:
  application:
    name: seata-storage-service

  cloud:
    nacos:
      discovery:
        server-addr: seckill.cc:1111

  datasource:
    type: com.alibaba.druid.pool.DruidDataSource        # 数据源操作类型
    driver-class-name: org.gjt.mm.mysql.Driver          # mysql 驱动
    url: jdbc:mysql://tx_cloud:3306/seata_storage?useUnicode=true&characterEncoding=utf-8&useSSL=false
    username: root
    password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
    druid:
      test-while-idle: false


mybatis:
  mapper-locations: classpath:mapper/*.xml
  type-aliases-package: cc.seckill.srpingcloud.entities


mybatis-plus:
  configuration:
    log-impl: org.apache.ibatis.logging.stdout.StdOutImpl
  mapper-locations: classpath:mapper/*.xml

jasypt:
  encryptor:
    #    password:
    algorithm: PBEWITHHMACSHA512ANDAES_256

feign:
  client:
    config:
      default:
        connectTimeout: 1000
        readTimeout: 1000
        loggerLevel: basic

seata:
  enabled: true
  enable-auto-data-source-proxy: true #是否开启数据源自动代理,默认为true
  tx-service-group: test-tx-group  #要与配置文件中的vgroupMapping一致
  registry: #registry根据seata服务端的registry配置
    type: nacos #默认为file
    nacos:
      application: seata-server #配置自己的seata服务
      server-addr: seckill.cc:1111 #根据自己的seata服务配置
      username: nacos
      password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
      namespace: 2fa7bcca-4687-4b7d-9434-1c8a0df249df  # seata-server在nacos的命名空间ID
      cluster: default # 配置自己的seata服务cluster, 默认为 default
      group: SEATA_GROUP    # seata-server在nacos的分组
  config:
    type: nacos #默认file,如果使用file不配置下面的nacos,直接配置seata.service
    nacos:
      server-addr: seckill.cc:1111 #配置自己的nacos地址
      group: SEATA_GROUP #配置自己的dev
      username: nacos
      password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
      namespace: 2fa7bcca-4687-4b7d-9434-1c8a0df249df

      #配置自己的dataId,由于搭建服务端时把客户端的配置也写在了seataServer.properties,
      # 所以这里用了和服务端一样的配置文件,实际客户端和服务端的配置文件分离出来更好
      dataId: seataServer.properties
  • domain:
@Data
@TableName(value = "t_storage")
public class Storage {
    private Long id;

    private Long productId;

    private Integer total;

    private Integer used;

    private Integer residue;
}
  • dao:
@Mapper
public interface StorageMapper extends BaseMapper<Storage> {
}
  • service:
public interface StorageService {
    void decrease(Long productId, Integer count);
}

// ******************************************************************;
@Service
@Slf4j
public class StorageServiceImpl implements StorageService {

    @Resource
    private StorageMapper storageMapper;

    @Override
    public void decrease(Long productId, Integer count) {
        log.info("------->storage-service 中扣减库存开始 ");
        Storage storage = storageMapper.selectById(productId);
        storage.setUsed(storage.getUsed() + count);
        storage.setResidue(storage.getResidue() - count);
        storageMapper.updateById(storage);
        log.info("------->storage-service 中扣减库存结束 ");
    }
}
  • controller:
@RestController
public class StorageController {
    @Resource
    private StorageService storageService;


    @RequestMapping("/storage/decrease")
    public Result decrease(Long productId, Integer count) {
        storageService.decrease(productId, count);
        return new Result()
                .code(200)
                .msg("扣减库存成功");
    }
}
  • 主启动类:
@SpringBootApplication
@EnableFeignClients
@EnableDiscoveryClient
@EnableAutoDataSourceProxy
public class StorageMain {
    public static void main(String[] args) {
        EnvironmentVariableInit.init();
        SpringApplication.run(StorageMain.class, args);
    }
}

新建项目:seata-account-service

  • pom.xml:
<?xml version="1.0" encoding="UTF-8"?>
<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 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <parent>
        <artifactId>seckill</artifactId>
        <groupId>cc.seckill</groupId>
        <version>1.0-SNAPSHOT</version>
    </parent>
    <modelVersion>4.0.0</modelVersion>

    <artifactId>cloud-seata-account-service2003</artifactId>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
    </properties>

    <dependencies>

        <dependency>
            <groupId>org.springframework</groupId>
            <artifactId>spring-context-support</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-seata</artifactId>
            <exclusions>
                <exclusion>
                    <groupId>io.seata</groupId>
                    <artifactId>seata-spring-boot-starter</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>io.seata</groupId>
            <artifactId>seata-spring-boot-starter</artifactId>
            <version>1.4.2</version>
        </dependency>

        <!--  项目通用自定义api  -->
        <dependency>
            <groupId>cc.seckill</groupId>
            <artifactId>cloud-api-commons</artifactId>
            <version>${project.version}</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba.csp</groupId>
            <artifactId>sentinel-datasource-nacos</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-sentinel</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-openfeign</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-loadbalancer</artifactId>
        </dependency>



        <!-- https://mvnrepository.com/artifact/com.alibaba.cloud/spring-cloud-starter-alibaba-nacos-discovery -->
        <dependency>
            <groupId>com.alibaba.cloud</groupId>
            <artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId>
        </dependency>


        <!--    WEB    -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>

        <!--  数据库 -->
        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>druid-spring-boot-starter</artifactId>
        </dependency>
        <!--mysql-connector-java-->
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
        </dependency>
        <!--jdbc-->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-jdbc</artifactId>
        </dependency>

        <!--  mybatis-plus  -->
        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus-boot-starter</artifactId>
        </dependency>

        <!--    通用    -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-devtools</artifactId>
            <scope>runtime</scope>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <optional>true</optional>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
        </dependency>

        <!--  加密工具包  -->
        <!-- https://mvnrepository.com/artifact/com.github.ulisesbocchio/jasypt-spring-boot-starter -->
        <dependency>
            <groupId>com.github.ulisesbocchio</groupId>
            <artifactId>jasypt-spring-boot-starter</artifactId>
        </dependency>
    </dependencies>

</project>
  • yaml:
server:
  port: 2003


spring:
  application:
    name: seata-account-service
  cloud:
    nacos:
      discovery:
        server-addr: seckill.cc:1111
  datasource:
    type: com.alibaba.druid.pool.DruidDataSource        # 数据源操作类型
    driver-class-name: org.gjt.mm.mysql.Driver          # mysql 驱动
    url: jdbc:mysql://tx_cloud:3306/seata_account?useUnicode=true&characterEncoding=utf-8&useSSL=false
    username: root
    password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
    druid:
      test-while-idle: false

mybatis:
  mapper-locations: classpath:mapper/*.xml
  type-aliases-package: cc.seckill.srpingcloud.entities


mybatis-plus:
  configuration:
    log-impl: org.apache.ibatis.logging.stdout.StdOutImpl
  mapper-locations: classpath:mapper/*.xml
  

feign:
  client:
    config:
      default:
        connectTimeout: 1000
        readTimeout: 1000
        loggerLevel: basic

seata:
  enabled: true
  enable-auto-data-source-proxy: true #是否开启数据源自动代理,默认为true
  tx-service-group: test-tx-group  #要与配置文件中的vgroupMapping一致
  registry: #registry根据seata服务端的registry配置
    type: nacos #默认为file
    nacos:
      application: seata-server #配置自己的seata服务
      server-addr: seckill.cc:1111 #根据自己的seata服务配置
      username: nacos
      password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
      namespace: 2fa7bcca-4687-4b7d-9434-1c8a0df249df  # seata-server在nacos的命名空间ID
      cluster: default # 配置自己的seata服务cluster, 默认为 default
      group: SEATA_GROUP    # seata-server在nacos的分组
  config:
    type: nacos #默认file,如果使用file不配置下面的nacos,直接配置seata.service
    nacos:
      server-addr: seckill.cc:1111 #配置自己的nacos地址
      group: SEATA_GROUP #配置自己的dev
      username: nacos
      password: ENC(JQaDTMkm+6SfkR02THGL4ir9FQ+CdlT+Q1c1i1beugd3VVULMR19YBfiksl7+xoP)
      namespace: 2fa7bcca-4687-4b7d-9434-1c8a0df249df

      #配置自己的dataId,由于搭建服务端时把客户端的配置也写在了seataServer.properties,
      # 所以这里用了和服务端一样的配置文件,实际客户端和服务端的配置文件分离出来更好
      dataId: seataServer.properties
  • domain:
@Data
@AllArgsConstructor
@NoArgsConstructor
@TableName(value = "t_account")
public class Account {
    private Long id;

    private Long userId;

    private BigDecimal total;

    private BigDecimal used;

    private BigDecimal residue;
}
  • dao:
@Mapper
public interface AccountMapper extends BaseMapper<Account> {
}
  • service:
public interface AccountService {
    void decrease(@RequestParam("userId") Long userId,
                  @RequestParam("money") BigDecimal money);
}

// ******************************************************************;
@Service
@Slf4j
public class AccountServiceImpl implements AccountService {

    @Resource
    private AccountMapper accountMapper;

    @Override
    public void decrease(Long userId, BigDecimal money) {
        log.info("------->account-service 中扣减账户余额开始 ");
        QueryWrapper<Account> queryWrapper = new QueryWrapper<>();
        queryWrapper.lambda()
                .eq(Account::getUserId, userId);
        Account account = accountMapper.selectOne(queryWrapper);
        account.setUsed(account.getUsed().add(money));
        account.setResidue(account.getResidue().subtract(money));

        accountMapper.updateById(account);

        log.info("------->account-service 中扣减账户余额结束 ");
    }
}
  • controller:
@RestController
public class AccountController {
    @Resource
    private AccountService accountService;


    @RequestMapping(value = "/account/decrease")
    public Result decrease(@RequestParam("userId") Long userId,
                           @RequestParam("money") BigDecimal money) {
        accountService.decrease(userId, money);
        return new Result()
                .code(200)
                .msg("扣减余额成功");
    }
}
  • 主启动类
@SpringBootApplication
@EnableAutoDataSourceProxy
@EnableFeignClients
@EnableDiscoveryClient
public class AccountMain {
    public static void main(String[] args) {
        EnvironmentVariableInit.init();
        SpringApplication.run(AccountMain.class, args);
    }
}

测试

现在还没有开启分布式事务,会出问题。

浏览器输入:http://localhost:2001/order/create?userId=1&productId=1&count=10&money=100

springcloud 分布式事务 springcloud分布式事务有哪些_微服务_05

查看对应表变化:

  • order表多了一条记录:

springcloud 分布式事务 springcloud分布式事务有哪些_springcloud 分布式事务_06

  • storage表记录变化正常
  • account表记录变化正常

因为我们这个调用是单线程的,所以在每个微服务都不出异常的情况下,是没问题的。

现在模拟某个微服务出错。

修改 AccountServiceImpl,添加一个超时的方法。因为我们在调用方2001的OpenFeign中设置的默认超时时间是1s,所以对这里的调用会报超时异常。

@Service
@Slf4j
public class AccountServiceImpl implements AccountService {

    @Resource
    private AccountMapper accountMapper;

    @Override
    public void decrease(Long userId, BigDecimal money) {
        log.info("------->account-service 中扣减账户余额开始 ");
        QueryWrapper<Account> queryWrapper = new QueryWrapper<>();
        queryWrapper.lambda()
                .eq(Account::getUserId, userId);

        try {
            // 模拟超时异常 调用方Feign超时时间设置的是1s所以一定会报错
            TimeUnit.SECONDS.sleep(5);
        } catch (InterruptedException e) {
            throw new RuntimeException(e);
        }
        Account account = accountMapper.selectOne(queryWrapper);
        account.setUsed(account.getUsed().add(money));
        account.setResidue(account.getResidue().subtract(money));

        accountMapper.updateById(account);

        log.info("------->account-service 中扣减账户余额结束 ");
    }
}

再次调用发现报错:

springcloud 分布式事务 springcloud分布式事务有哪些_springcloud 分布式事务_07

查看订单:

springcloud 分布式事务 springcloud分布式事务有哪些_分布式事务_08

可以看到新插入的订单状态为NULL,说明accountService.decrease(order.getUserId(), order.getMoney());这句之后的语句没有执行(因为这句报错了,超时)

@Override
    public void create(Order order) {
        log.info("订单信息: {}", order);
        orderMapper.insert(order);
        log.info("订单微服务开始调用库存服务, 开始扣减库存");
        storageService.decrease(order.getProductId(), order.getCount());
        log.info("订单微服务, 扣减库存完成");

        log.info("订单微服务开始调用账号服务, 开始减余额");
        accountService.decrease(order.getUserId(), order.getMoney());
        log.info("订单微服务调用账号服务, 减余额完成");

        // 修改订单状态
        log.info("修改订单状态: {}", order.getId());
        order.setStatus(1);
        orderMapper.updateById(order);
        log.info("修改订单状态完成 status=: {}", order.getStatus());
    }

从控制栏也能看出确实报错了。

springcloud 分布式事务 springcloud分布式事务有哪些_springcloud 分布式事务_09

但是storage表和account表是正常的(account表也有可能不正常,如果Feign配置了超时重试的话)

springcloud 分布式事务 springcloud分布式事务有哪些_spring cloud_10

在业务方法上添加@GlobalTransactional注解,即可开启全局事务。

@Override
    @GlobalTransactional(name = "test_global_xid", rollbackFor = Exception.class)
    public void create(Order order) {
        log.info("订单信息: {}", order);
        orderMapper.insert(order);
        log.info("订单微服务开始调用库存服务, 开始扣减库存");
        storageService.decrease(order.getProductId(), order.getCount());
        log.info("订单微服务, 扣减库存完成");

        log.info("订单微服务开始调用账号服务, 开始减余额");
        accountService.decrease(order.getUserId(), order.getMoney());
        log.info("订单微服务调用账号服务, 减余额完成");

        // 修改订单状态
        log.info("修改订单状态: {}", order.getId());
        order.setStatus(1);
        orderMapper.updateById(order);
        log.info("修改订单状态完成 status=: {}", order.getStatus());
    }

重启后,再次执行

springcloud 分布式事务 springcloud分布式事务有哪些_微服务_11

可以看到仍然是报错了,但是这个时候再查看数据库

springcloud 分布式事务 springcloud分布式事务有哪些_分布式_12

springcloud 分布式事务 springcloud分布式事务有哪些_分布式事务_13

springcloud 分布式事务 springcloud分布式事务有哪些_分布式事务_14

三个表都是正常的,没有再发生不一致现象。

查看控制台,可以看到事务回滚了。

Closing non transactional SqlSession [org.apache.ibatis.session.defaults.DefaultSqlSession@43d2c217]
2022-05-07 19:01:17.424  INFO 26399 --- [nio-2002-exec-7] c.s.s.service.impl.StorageServiceImpl    : ------->storage-service 中扣减库存结束 
2022-05-07 19:01:17.800  INFO 26399 --- [h_RMROLE_1_1_16] i.s.r.d.undo.AbstractUndoLogManager      : xid 202.199.6.118:8091:6152177009216172033 branch 6152177009216172039, undo_log deleted with GlobalFinished
2022-05-07 19:01:17.844  INFO 26399 --- [h_RMROLE_1_1_16] io.seata.rm.AbstractRMHandler            : Branch Rollbacked result: PhaseTwo_Rollbacked
Closing non transactional SqlSession [org.apache.ibatis.session.defaults.DefaultSqlSession@6701e822]
2022-05-07 19:01:16.224  INFO 45763 --- [nio-2001-exec-1] c.s.s.service.impl.OrderServiceImpl      : 订单微服务开始调用库存服务, 开始扣减库存
2022-05-07 19:01:17.875  INFO 45763 --- [h_RMROLE_1_1_16] i.s.c.r.p.c.RmBranchRollbackProcessor    : rm handle branch rollback process:xid=202.199.6.118:8091:6152177009216172033,branchId=6152177009216172035,branchType=AT,resourceId=jdbc:mysql://tx_cloud:3306/seata_order,applicationData=null
2022-05-07 19:01:17.877  INFO 45763 --- [h_RMROLE_1_1_16] io.seata.rm.AbstractRMHandler            : Branch Rollbacking: 202.199.6.118:8091:6152177009216172033 6152177009216172035 jdbc:mysql://tx_cloud:3306/seata_order
2022-05-07 19:01:18.365  INFO 45763 --- [h_RMROLE_1_1_16] i.s.r.d.undo.AbstractUndoLogManager      : xid 202.199.6.118:8091:6152177009216172033 branch 6152177009216172035, undo_log deleted with GlobalFinished
2022-05-07 19:01:18.410  INFO 45763 --- [h_RMROLE_1_1_16] io.seata.rm.AbstractRMHandler            : Branch Rollbacked result: PhaseTwo_Rollbacked
2022-05-07 19:01:18.471  INFO 45763 --- [nio-2001-exec-1] i.seata.tm.api.DefaultGlobalTransaction  : Suspending current transaction, xid = 202.199.6.118:8091:6152177009216172033
2022-05-07 19:01:18.472  INFO 45763 --- [nio-2001-exec-1] i.seata.tm.api.DefaultGlobalTransaction  : [202.199.6.118:8091:6152177009216172033] rollback status: Rollbacked
2022-05-07 19:01:18.498 ERROR 45763 --- [nio-2001-exec-1] o.a.c.c.C.[.[.[/].[dispatcherServlet]    : Servlet.service() for servlet [dispatcherServlet] in context with path [] threw exception [Request processing failed; nested exception is feign.RetryableException: Read timed out executing POST http://seata-storage-service/storage/decrease?productId=1&count=10] with root cause