Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务

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https://blog.csdn.net/u010046908/article/details/100536439

  
  
  

1.简介

本文主要介绍SpringBoot2.1.5 + Dubbo 2.7.3 + Mybatis 3.4.2 + Nacos 1.1.3

 +Seata 0.8.0整合来实现Dubbo分布式事务管理,使用Nacos 作为 Dubbo和

Seata的注册中心和配置中心,使用 MySQL 数据库和 MyBatis来操作数据。

如果你还对SpringBootDubboNacosSeataMybatis 不是很了解的话,这里我为大家整理个它们的官网网站,如下

  • SpringBoot:https://spring.io/projects/spring-boot
  • Dubbo:http://dubbo.apache.org/en-us/
  • Nacos:https://nacos.io/zh-cn/docs/quick-start.html
  • Seata:https://github.com/seata/seata/wiki/Home_Chinese
  • MyBatis:http://www.mybatis.org/mybatis-3/zh/index.html

在这里我们就不一个一个介绍它们是怎么使用和原理,详细请学习官方文档,在这里我将开始对它们进行整合,完成一个简单的案例,来让大家了解Seata来实现Dubbo分布式事务管理的基本流程。

2.环境准备

2.1 下载nacos并安装启动

nacos下载:https://github.com/alibaba/nacos/releases/tag/1.1.3

Nacos 快速入门:https://nacos.io/en-us/docs/quick-start.html

sh startup.sh -m standalone
1

在浏览器打开Nacos web 控制台:http://192.168.10.200:8848/nacos/index.html

输入nacos的账号和密码 分别为nacos:nacos

Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务这是时候naocs 就正常启动了。

2.2 下载seata0.8.0 并安装启动

2.2.1 在 Seata Release 下载最新版的 Seata Server 并解压得到如下目录:

.
├──bin
├──conf
├──file_store
└──lib
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2.2.2 修改 conf/registry.conf 配置,

目前seata支持如下的file、nacos 、apollo、zk、consul的注册中心和配置中心。这里我们以nacos 为例。将 type 改为 nacos

registry {
  # file nacos
  type = "nacos"

  nacos {
    serverAddr = "192.168.10.200:8848"
    namespace = "public"
    cluster = "default"
  }
  file {
    name = "file.conf"
  }
}

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

  nacos {
    serverAddr = "192.168.10.200:8848"
    namespace = "public"
    cluster = "default"
  }

  file {
    name = "file.conf"
  }
}

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  • serverAddr = “192.168.10.200:8848” :nacos 的地址

  • namespace = “public” :nacos的命名空间默认为

    public

  • cluster = “default” :集群设置未默认

    default

注意:seata0.9.0之后,配置如下, 其中namespace = ""

registry {
  # file nacos
  type = "nacos"

  nacos {
    serverAddr = "192.168.10.200:8848"
    namespace = ""
    cluster = "default"
  }
  file {
    name = "file.conf"
  }
}

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

  nacos {
    serverAddr = "192.168.10.200:8848"
    namespace = ""
  }

  file {
    name = "file.conf"
  }
}
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2.2.3 修改 conf/nacos-config.txt配置

注意:如果你的seata是1.1之后的版本请按照如下导入方式操作

  1. 下载https://github.com/seata/seata/blob/develop/script/config-center/目录下的

    config.txt文件放入到

    seata-server目录下的conf中,可更改文件名为

    nacos-config.txt

  2. 下载https://github.com/seata/seata/tree/develop/script/config-center/nacos/目录下的nacos-config.py文件(window可用python命令执行,linux也可执行,前提先有安装python)或者nacos-config.sh文件(window下可放在git命令行执行,linux可执行文件)

transport.type=TCP
transport.server=NIO
transport.heartbeat=true
transport.thread-factory.boss-thread-prefix=NettyBoss
transport.thread-factory.worker-thread-prefix=NettyServerNIOWorker
transport.thread-factory.server-executor-thread-prefix=NettyServerBizHandler
transport.thread-factory.share-boss-worker=false
transport.thread-factory.client-selector-thread-prefix=NettyClientSelector
transport.thread-factory.client-selector-thread-size=1
transport.thread-factory.client-worker-thread-prefix=NettyClientWorkerThread
transport.thread-factory.boss-thread-size=1
transport.thread-factory.worker-thread-size=8
transport.shutdown.wait=3
service.vgroup_mapping.order-service-seata-service-group=default
service.vgroup_mapping.account-service-seata-service-group=default
service.vgroup_mapping.storage-service-seata-service-group=default
service.vgroup_mapping.business-service-seata-service-group=default
service.enableDegrade=false
service.disable=false
service.max.commit.retry.timeout=-1
service.max.rollback.retry.timeout=-1
client.async.commit.buffer.limit=10000
client.lock.retry.internal=10
client.lock.retry.times=30
store.mode=db
store.file.dir=file_store/data
store.file.max-branch-session-size=16384
store.file.max-global-session-size=512
store.file.file-write-buffer-cache-size=16384
store.file.flush-disk-mode=async
store.file.session.reload.read_size=100
store.db.driver-class-name=com.mysql.jdbc.Driver
store.db.datasource=dbcp
store.db.db-type=mysql
store.db.url=jdbc:mysql://192.168.10.200:3306/seata?useUnicode=true
store.db.user=lidong
store.db.password=cwj887766@@
store.db.min-conn=1
store.db.max-conn=3
store.db.global.table=global_table
store.db.branch.table=branch_table
store.db.query-limit=100
store.db.lock-table=lock_table
recovery.committing-retry-period=1000
recovery.asyn-committing-retry-period=1000
recovery.rollbacking-retry-period=1000
recovery.timeout-retry-period=1000
transaction.undo.data.validation=true
transaction.undo.log.serialization=jackson
transaction.undo.log.save.days=7
transaction.undo.log.delete.period=86400000
transaction.undo.log.table=undo_log
transport.serialization=seata
transport.compressor=none
metrics.enabled=false
metrics.registry-type=compact
metrics.exporter-list=prometheus
metrics.exporter-prometheus-port=9898
service.default.grouplist=127.0.0.1:8091
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这里主要修改了如下几项:

  • store.mode :存储模式 默认file 这里我修改为db 模式 ,并且需要三个表

    global_table

    branch_table

    lock_table

  • store.db.driver-class-name:默认没有,会报错。添加了

    com.mysql.jdbc.Driver

  • store.db.datasource=dbcp :数据源 dbcp

  • store.db.db-type=mysql : 存储数据库的类型为

    mysql

  • store.db.url=jdbc:mysql://192.168.10.200:3306/seata?useUnicode=true : 修改为自己的数据库

    url

    port

    数据库名称

  • store.db.user=lidong :数据库的账号

  • store.db.password=cwj887766@@ :数据库的密码

  • service.vgroup_mapping.order-service-seata-service-group=default

  • service.vgroup_mapping.account-service-seata-service-group=default

  • service.vgroup_mapping.storage-service-seata-service-group=default

  • service.vgroup_mapping.business-service-seata-service-group=default

也可以在 Nacos 配置页面添加,data-id 为 service.vgroup_mapping.${YOUR_SERVICE_NAME}-seata-service-group, group 为 SEATA_GROUP, 如果不添加该配置,启动后会提示no available server to connect to services-server

注意: 配置文件末尾有空行,需要删除,否则会提示失败,尽管实际上是成功的

db模式下的所需的三个表的数据库脚本位于seata\conf\db_store.sql

global_table的表结构

CREATE TABLE `global_table` (
  `xid` varchar(128NOT NULL,
  `transaction_id` bigint(20DEFAULT NULL,
  `status` tinyint(4NOT NULL,
  `application_id` varchar(64DEFAULT NULL,
  `transaction_service_group` varchar(64DEFAULT NULL,
  `transaction_name` varchar(64DEFAULT NULL,
  `timeout` int(11DEFAULT NULL,
  `begin_time` bigint(20DEFAULT NULL,
  `application_data` varchar(2000DEFAULT NULL,
  `gmt_create` datetime DEFAULT NULL,
  `gmt_modified` datetime DEFAULT NULL,
  PRIMARY KEY (`xid`),
  KEY `idx_gmt_modified_status` (`gmt_modified`,`status`),
  KEY `idx_transaction_id` (`transaction_id`)
ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;

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branch_table的表结构

CREATE TABLE `branch_table` (
  `branch_id` bigint(20NOT NULL,
  `xid` varchar(128NOT NULL,
  `transaction_id` bigint(20DEFAULT NULL,
  `resource_group_id` varchar(32DEFAULT NULL,
  `resource_id` varchar(256DEFAULT NULL,
  `lock_key` varchar(128DEFAULT NULL,
  `branch_type` varchar(8DEFAULT NULL,
  `status` tinyint(4DEFAULT NULL,
  `client_id` varchar(64DEFAULT NULL,
  `application_data` varchar(2000DEFAULT NULL,
  `gmt_create` datetime DEFAULT NULL,
  `gmt_modified` datetime DEFAULT NULL,
  PRIMARY KEY (`branch_id`),
  KEY `idx_xid` (`xid`)
ENGINE=InnoDB DEFAULT CHARSET=utf8mb4;


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lock_table的表结构

create table `lock_table` (
  `row_key` varchar(128) not null,
  `xid` varchar(96),
  `transaction_id` long ,
  `branch_id` long,
  `resource_id` varchar(256) ,
  `table_name` varchar(32) ,
  `pk` varchar(32) ,
  `gmt_create` datetime ,
  `gmt_modified` datetime,
  primary key(`row_key`)
);
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2.2.4 将 Seata 配置添加到 Nacos 中

使用命令如下

cd conf
sh nacos-config.sh localhost
12

成功后会提示

init nacos config finished, please start seata-server
1

在 Nacos 管理页面应该可以看到有 59 个 Group 为SEATA_GROUP的配置

Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务

2.2.5 启动 Seata Server

使用db 模式启动

 cd ..
 sh ./bin/seata-server.sh
12

这时候在 Nacos 的服务列表下面可以看到一个名为serverAddr的服务Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务

3 案例分析

参考官网中用户购买商品的业务逻辑。整个业务逻辑由4个微服务提供支持:

  • 库存服务:扣除给定商品的存储数量。

  • 订单服务:根据购买请求创建订单。

  • 帐户服务:借记用户帐户的余额。

  • 业务服务:处理业务逻辑。

请求逻辑架构Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务

3.1 github地址

springboot-dubbo-seata:https://github.com/lidong1665/springboot-dubbo-seata

  • samples-common :公共模块

  • samples-account :用户账号模块

  • samples-order :订单模块

  • samples-storage :库存模块

  • samples-business :业务模块

3.2 账户服务:AccountDubboService

/**
 * @Author: lidong
 * @Description  账户服务接口
 * @Date Created in 2019/9/5 16:37
 */

public interface AccountDubboService {

    /**
     * 从账户扣钱
     */

    ObjectResponse decreaseAccount(AccountDTO accountDTO);
}
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3.3 订单服务:OrderDubboService

/**
 * @Author: lidong
 * @Description  订单服务接口
 * @Date Created in 2019/9/5 16:28
 */

public interface OrderDubboService {

    /**
     * 创建订单
     */

    ObjectResponse<OrderDTO> createOrder(OrderDTO orderDTO);
}
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3.4 库存服务:StorageDubboService

/**
 * @Author: lidong
 * @Description  库存服务
 * @Date Created in 2019/9/5 16:22
 */

public interface StorageDubboService {

    /**
     * 扣减库存
     */

    ObjectResponse decreaseStorage(CommodityDTO commodityDTO);
}

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3.5 业务服务:BusinessService

/**
 * @Author: lidong
 * @Description
 * @Date Created in 2019/9/5 17:17
 */

public interface BusinessService {

    /**
     * 出处理业务服务
      * @param businessDTO
     * @return
     */

    ObjectResponse handleBusiness(BusinessDTO businessDTO);
}
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业务逻辑的具体实现主要体现在 订单服务的实现和业务服务的实现

订单服务的实现

@Service
public class TOrderServiceImpl extends ServiceImpl<TOrderMapperTOrderimplements ITOrderService {

    @Reference(version = "1.0.0")
    private AccountDubboService accountDubboService;

    /**
     * 创建订单
     * @Param:  OrderDTO  订单对象
     * @Return:  OrderDTO  订单对象
     */

    @Override
    public ObjectResponse<OrderDTO> createOrder(OrderDTO orderDTO) {
        ObjectResponse<OrderDTO> response = new ObjectResponse<>();
        //扣减用户账户
        AccountDTO accountDTO = new AccountDTO();
        accountDTO.setUserId(orderDTO.getUserId());
        accountDTO.setAmount(orderDTO.getOrderAmount());
        ObjectResponse objectResponse = accountDubboService.decreaseAccount(accountDTO);

        //生成订单号
        orderDTO.setOrderNo(UUID.randomUUID().toString().replace("-",""));
        //生成订单
        TOrder tOrder = new TOrder();
        BeanUtils.copyProperties(orderDTO,tOrder);
        tOrder.setCount(orderDTO.getOrderCount());
        tOrder.setAmount(orderDTO.getOrderAmount().doubleValue());
        try {
            baseMapper.createOrder(tOrder);
        } catch (Exception e) {
            response.setStatus(RspStatusEnum.FAIL.getCode());
            response.setMessage(RspStatusEnum.FAIL.getMessage());
            return response;
        }

        if (objectResponse.getStatus() != 200) {
            response.setStatus(RspStatusEnum.FAIL.getCode());
            response.setMessage(RspStatusEnum.FAIL.getMessage());
            return response;
        }

        response.setStatus(RspStatusEnum.SUCCESS.getCode());
        response.setMessage(RspStatusEnum.SUCCESS.getMessage());
        return response;
    }
}
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整个业务的实现逻辑

@Service
@Slf4j
public class BusinessServiceImpl implements BusinessService{

    @Reference(version = "1.0.0")
    private StorageDubboService storageDubboService;

    @Reference(version = "1.0.0")
    private OrderDubboService orderDubboService;

    private boolean flag;

    /**
     * 处理业务逻辑
     * @Param:
     * @Return:
     */


    @GlobalTransactional(timeoutMills = 300000, name = "dubbo-gts-seata-example")
    @Override
    public ObjectResponse handleBusiness(BusinessDTO businessDTO) {
        log.info("开始全局事务,XID = " + RootContext.getXID());
        ObjectResponse<Object> objectResponse = new ObjectResponse<>();
        //1、扣减库存
        CommodityDTO commodityDTO = new CommodityDTO();
        commodityDTO.setCommodityCode(businessDTO.getCommodityCode());
        commodityDTO.setCount(businessDTO.getCount());
        ObjectResponse storageResponse = storageDubboService.decreaseStorage(commodityDTO);
        //2、创建订单
        OrderDTO orderDTO = new OrderDTO();
        orderDTO.setUserId(businessDTO.getUserId());
        orderDTO.setCommodityCode(businessDTO.getCommodityCode());
        orderDTO.setOrderCount(businessDTO.getCount());
        orderDTO.setOrderAmount(businessDTO.getAmount());
        ObjectResponse<OrderDTO> response = orderDubboService.createOrder(orderDTO);

        //打开注释测试事务发生异常后,全局回滚功能
//        if (!flag) {
//            throw new RuntimeException("测试抛异常后,分布式事务回滚!");
//        }

        if (storageResponse.getStatus() != 200 || response.getStatus() != 200) {
            throw new DefaultException(RspStatusEnum.FAIL);
        }

        objectResponse.setStatus(RspStatusEnum.SUCCESS.getCode());
        objectResponse.setMessage(RspStatusEnum.SUCCESS.getMessage());
        objectResponse.setData(response.getData());
        return objectResponse;
    }
}
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3.6 使用seata的分布式事务解决方案处理dubbo的分布式事务

Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务

我们只需要在业务处理的方法handleBusiness添加一个注解 @GlobalTransactional

@GlobalTransactional(timeoutMills = 300000, name = "dubbo-gts-seata-example")
    @Override
    public ObjectResponse handleBusiness(BusinessDTO businessDTO) {
    
    }
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  • timeoutMills: 超时时间

  • name :事务名称

3.7 准备数据库

注意: MySQL必须使用InnoDB engine.

创建数据库 并导入数据库脚本

DROP DATABASE IF EXISTS seata;
CREATE DATABASE seata;
USE seata;

DROP TABLE IF EXISTS `t_account`;
CREATE TABLE `t_account` (
  `id` int(11NOT NULL AUTO_INCREMENT,
  `user_id` varchar(255DEFAULT NULL,
  `amount` double(14,2DEFAULT '0.00',
  PRIMARY KEY (`id`)
ENGINE=InnoDB AUTO_INCREMENT=2 DEFAULT CHARSET=utf8;

-- ----------------------------
-- Records of t_account
-- ----------------------------
INSERT INTO `t_account` VALUES ('1''1''4000.00');

-- ----------------------------
-- Table structure for t_order
-- ----------------------------
DROP TABLE IF EXISTS `t_order`;
CREATE TABLE `t_order` (
  `id` int(11NOT NULL AUTO_INCREMENT,
  `order_no` varchar(255DEFAULT NULL,
  `user_id` varchar(255DEFAULT NULL,
  `commodity_code` varchar(255DEFAULT NULL,
  `count` int(11DEFAULT '0',
  `amount` double(14,2DEFAULT '0.00',
  PRIMARY KEY (`id`)
ENGINE=InnoDB AUTO_INCREMENT=64 DEFAULT CHARSET=utf8;

-- ----------------------------
-- Records of t_order
-- ----------------------------

-- ----------------------------
-- Table structure for t_storage
-- ----------------------------
DROP TABLE IF EXISTS `t_storage`;
CREATE TABLE `t_storage` (
  `id` int(11NOT NULL AUTO_INCREMENT,
  `commodity_code` varchar(255DEFAULT NULL,
  `name` varchar(255DEFAULT NULL,
  `count` int(11DEFAULT '0',
  PRIMARY KEY (`id`),
  UNIQUE KEY `commodity_code` (`commodity_code`)
ENGINE=InnoDB AUTO_INCREMENT=2 DEFAULT CHARSET=utf8;

-- ----------------------------
-- Records of t_storage
-- ----------------------------
INSERT INTO `t_storage` VALUES ('1''C201901140001''水杯''1000');

-- ----------------------------
-- Table structure for undo_log
-- 注意此处0.3.0+ 增加唯一索引 ux_undo_log
-- ----------------------------
DROP TABLE IF EXISTS `undo_log`;
CREATE TABLE `undo_log` (
  `id` bigint(20NOT NULL AUTO_INCREMENT,
  `branch_id` bigint(20NOT NULL,
  `xid` varchar(100NOT NULL,
  `context` varchar(128NOT NULL,
  `rollback_info` longblob NOT NULL,
  `log_status` int(11NOT NULL,
  `log_created` datetime NOT NULL,
  `log_modified` datetime NOT NULL,
  `ext` varchar(100DEFAULT NULL,
  PRIMARY KEY (`id`),
  UNIQUE KEY `ux_undo_log` (`xid`,`branch_id`)
ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;

-- ----------------------------
-- Records of undo_log
-- ----------------------------
SET FOREIGN_KEY_CHECKS=1;
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会看到如上的4个表

+-------------------------+
| Tables_in_seata         |
+-------------------------+
| t_account               |
| t_order                 |
| t_storage               |
| undo_log                |
+-------------------------+
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这里为了简化我将这个三张表创建到一个库中,使用是三个数据源来实现。

3.8 我们以账号服务samples-account为例 ,分析需要注意的配置项目

3.8.1 引入的依赖

<?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">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.1.5.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>
    <artifactId>springboot-dubbo-seata</artifactId>
    <packaging>pom</packaging>
    <name>springboot-dubbo-seata</name>
    <groupId>io.seata</groupId>
    <version>1.0.0</version>
    <description>samples-account</description》

    <properties>
        <springboot.verison>2.1.5.RELEASE</springboot.verison>
        <java.version>1.8</java.version>
        <druid.version>1.1.10</druid.version>
        <mybatis.version>1.3.2</mybatis.version>
        <mybatis-plus.version>2.3</mybatis-plus.version>
        <nacos.version>0.2.3</nacos.version>
        <lombok.version>1.16.22</lombok.version>
        <dubbo.version>2.7.3</dubbo.version>
        <nacos-client.verison>1.1.3</nacos-client.verison>
        <seata.version>0.8.0</seata.version>
        <netty.version>4.1.32.Final</netty.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
            <version>${springboot.verison}</version>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter</artifactId>
            <version>${springboot.verison}</version>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <version>${springboot.verison}</version>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>druid</artifactId>
            <version>${druid.version}</version>
        </dependency>

        <dependency>
            <groupId>org.mybatis.spring.boot</groupId>
            <artifactId>mybatis-spring-boot-starter</artifactId>
            <version>${mybatis.version}</version>
        </dependency>

        <dependency>
            <groupId>com.baomidou</groupId>
            <artifactId>mybatis-plus</artifactId>
            <version>${mybatis-plus.version}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.dubbo</groupId>
            <artifactId>dubbo</artifactId>
            <version>${dubbo.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>spring</artifactId>
                    <groupId>org.springframework</groupId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.apache.dubbo</groupId>
            <artifactId>dubbo-spring-boot-starter</artifactId>
            <version>${dubbo.version}</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.dubbo/dubbo-config-spring -->
        <dependency>
            <groupId>org.apache.dubbo</groupId>
            <artifactId>dubbo-config-spring</artifactId>
            <version>${dubbo.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.dubbo</groupId>
            <artifactId>dubbo-registry-nacos</artifactId>
            <version>${dubbo.version}</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/io.seata/seata-all -->
        <dependency>
            <groupId>io.seata</groupId>
            <artifactId>seata-all</artifactId>
            <version>${seata.version}</version>
        </dependency>


        <dependency>
            <groupId>com.alibaba.nacos</groupId>
            <artifactId>nacos-client</artifactId>
            <version>${nacos-client.verison}</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/com.alibaba.boot/nacos-config-spring-boot-starter -->
        <dependency>
            <groupId>com.alibaba.boot</groupId>
            <artifactId>nacos-config-spring-boot-starter</artifactId>
            <version>${nacos.version}</version>
            <exclusions>
                <exclusion>
                    <artifactId>nacos-client</artifactId>
                    <groupId>com.alibaba.nacos</groupId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-maven-plugin</artifactId>
            <version>${springboot.verison}</version>
        </dependency>
        <dependency>
            <groupId>org.projectlombok</groupId>
            <artifactId>lombok</artifactId>
            <version>${lombok.version}</version>
        </dependency>


        <dependency>
            <groupId>io.netty</groupId>
            <artifactId>netty-all</artifactId>
            <version>${netty.version}</version>
        </dependency>
        <dependency>
            <groupId>com.alibaba.spring</groupId>
            <artifactId>spring-context-support</artifactId>
            <version>1.0.2</version>
        </dependency>
        <dependency>
            <groupId>org.apache.httpcomponents</groupId>
            <artifactId>httpclient</artifactId>
            <version>4.5</version>
        </dependency>

        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <version>5.1.47</version>
        </dependency>
    </dependencies>


    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-deploy-plugin</artifactId>
                <configuration>
                    <skip>true</skip>
                </configuration>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <configuration>
                    <source>${java.version}</source>
                    <target>${java.version}</target>
                </configuration>
            </plugin>
        </plugins>
    </build>
</project>

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注意:

  • seata-all: 这个是seata 所需的主要依赖

  • dubbo-spring-boot-starter: springboot dubbo的依赖

其他的就不一一介绍,其他的一目了然,就知道是干什么的。

3.8.2 application.properties配置

server.port=8102
spring.application.name=dubbo-account-example

#====================================Dubbo配置===============================================
dubbo.application.id= dubbo-account-example
dubbo.application.name= dubbo-account-example
dubbo.protocol.id=dubbo
dubbo.protocol.name=dubbo
dubbo.registry.id=dubbo-account-example-registry
dubbo.registry.address=nacos://192.168.10.200:8848
dubbo.protocol.port=20880
dubbo.application.qosEnable=false
dubbo.config-center.address=nacos://192.168.10.200:8848
dubbo.metadata-report.address=nacos://192.168.10.200:8848

#====================================mysql 配置============================================
spring.datasource.driver-class-name=com.mysql.jdbc.Driver
spring.datasource.url=jdbc:mysql://192.168.10.200:3306/seata?useSSL=false&useUnicode=true&characterEncoding=utf-8&allowMultiQueries=true
spring.datasource.username=lidong
spring.datasource.password=cwj887766@@


#=====================================mybatis 配置======================================
mybatis.mapper-locations=classpath*:/mapper/*.xml

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3.8.3 registry.conf 配置 (naocs的配置)

registry {
# file nacos
type = "nacos"

nacos {
serverAddr = "192.168.10.200"
namespace = "public"
cluster = "default"
}
file {
name = "file.conf"
}
}

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

file {
name = "file.conf"
}

nacos {
serverAddr = "192.168.10.200"
namespace = "public"
cluster = "default"
}
}

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3.8.5 SeataAutoConfig 配置

package io.seata.samples.integration.account.config;

import com.alibaba.druid.pool.DruidDataSource;

import io.seata.rm.datasource.DataSourceProxy;
import io.seata.spring.annotation.GlobalTransactionScanner;
import org.apache.ibatis.session.SqlSessionFactory;
import org.apache.ibatis.transaction.jdbc.JdbcTransactionFactory;
import org.mybatis.spring.SqlSessionFactoryBean;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.autoconfigure.jdbc.DataSourceProperties;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.context.annotation.Primary;
import org.springframework.core.io.support.PathMatchingResourcePatternResolver;

/**
 * @Author: llidong
 * @Description  seata global configuration
 * @Date Created in 2019/9/05 10:28
 */

@Configuration
public class SeataAutoConfig {

    /**
     * autowired datasource config
     */

    @Autowired
    private DataSourceProperties dataSourceProperties;

    /**
     * init durid datasource
     *
     * @Return: druidDataSource  datasource instance
     */

    @Bean
    @Primary
    public DruidDataSource druidDataSource(){
        DruidDataSource druidDataSource = new DruidDataSource();
        druidDataSource.setUrl(dataSourceProperties.getUrl());
        druidDataSource.setUsername(dataSourceProperties.getUsername());
        druidDataSource.setPassword(dataSourceProperties.getPassword());
        druidDataSource.setDriverClassName(dataSourceProperties.getDriverClassName());
        druidDataSource.setInitialSize(0);
        druidDataSource.setMaxActive(180);
        druidDataSource.setMaxWait(60000);
        druidDataSource.setMinIdle(0);
        druidDataSource.setValidationQuery("Select 1 from DUAL");
        druidDataSource.setTestOnBorrow(false);
        druidDataSource.setTestOnReturn(false);
        druidDataSource.setTestWhileIdle(true);
        druidDataSource.setTimeBetweenEvictionRunsMillis(60000);
        druidDataSource.setMinEvictableIdleTimeMillis(25200000);
        druidDataSource.setRemoveAbandoned(true);
        druidDataSource.setRemoveAbandonedTimeout(1800);
        druidDataSource.setLogAbandoned(true);
        return druidDataSource;
    }

    /**
     * init datasource proxy
     * @Param: druidDataSource  datasource bean instance
     * @Return: DataSourceProxy  datasource proxy
     */

    @Bean
    public DataSourceProxy dataSourceProxy(DruidDataSource druidDataSource){
        return new DataSourceProxy(druidDataSource);
    }

    /**
     * init mybatis sqlSessionFactory
     * @Param: dataSourceProxy  datasource proxy
     * @Return: DataSourceProxy  datasource proxy
     */

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

    /**
     * init global transaction scanner
     *
     * @Return: GlobalTransactionScanner
     */

    @Bean
    public GlobalTransactionScanner globalTransactionScanner(){
        return new GlobalTransactionScanner("account-gts-seata-example""account-service-seata-service-group");
    }
}

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其中:

@Bean
    public GlobalTransactionScanner globalTransactionScanner(){
        return new GlobalTransactionScanner("account-gts-seata-example""account-service-seata-service-group");
    }
1234

GlobalTransactionScanner: 初始化全局的事务扫描器

 /**
     * Instantiates a new Global transaction scanner.
     *
     * @param applicationId  the application id
     * @param txServiceGroup the default server group
     */
    public GlobalTransactionScanner(String applicationId, String txServiceGroup) {
        this(applicationId, txServiceGroup, DEFAULT_MODE);
    }
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  • applicationId :为应用id 这里我传入的是

    account-gts-seata-example

  • txServiceGroup: 默认server的分组 这里我传入的是

    account-service-seata-service-group 这个和我们前面在nacos 配置的是保存一致。

  • DEFAULT_MODE:默认的事务模式 为AT_MODE + MT_MODE

3.8.6 AccountExampleApplication 启动类的配置

package io.seata.samples.integration.account;

import org.apache.dubbo.config.spring.context.annotation.EnableDubbo;
import org.mybatis.spring.annotation.MapperScan;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.boot.context.config.ConfigFileApplicationListener;

@SpringBootApplication(scanBasePackages = "io.seata.samples.integration.account")
@MapperScan({"io.seata.samples.integration.account.mapper"})
@EnableDubbo(scanBasePackages = "io.seata.samples.integration.account")
public class AccountExampleApplication {

    public static void main(String[] args) {
        SpringApplication.run(AccountExampleApplication.classargs);
    }

}


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  • @EnableDubbo等同于

    @DubboComponentScan

    @EnableDubboConfig组合

  • @DubboComponentScan 扫描 classpaths 下类中添加了

    @Service

    @Reference 将自动注入到spring beans中。

  • @EnableDubboConfig 扫描的dubbo的外部化配置。

4 启动所有的sample模块

启动 samples-accountsamples-ordersamples-storagesamples-business

并且在nocos的控制台查看注册情况: http://192.168.10.200:8848/nacos/#/serviceManagement

Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务

我们可以看到上面的服务都已经注册成功。

5 测试

5. 1 发送一个下单请求

使用postman 发送 :http://localhost:8104/business/dubbo/buy

参数:

{
    "userId":"1",
    "commodityCode":"C201901140001",
    "name":"fan",
    "count":50,
    "amount":"100"
}
1234567

返回

{
    "status"200,
    "message""成功",
    "data"null
}
12345

这时候控制台:

2019-09-05 12:17:34.097  INFO 21860 --- [nio-8104-exec-4] i.s.s.i.c.controller.BusinessController  : 请求参数:BusinessDTO(userId=1, commodityCode=C201901140001, name=fan, count=50, amount=100)
2019-09-05 12:17:34.146  INFO 21860 --- [nio-8104-exec-4] i.seata.tm.api.DefaultGlobalTransaction  : Begin new global transaction [192.168.10.200:8091:2021380638]
2019-09-05 12:17:34.150  INFO 21860 --- [nio-8104-exec-4] i.s.s.i.c.service.BusinessServiceImpl    : 开始全局事务,XID = 192.168.10.200:8091:2021380638
2019-09-05 12:17:36.966  INFO 21860 --- [nio-8104-exec-4] i.seata.tm.api.DefaultGlobalTransaction  : [192.168.10.200:8091:2021380638] commit status:Committed
1234

事务提交成功,

我们来看一下数据库数据变化

t_accountSpring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务t_order

Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务t_storage

Spring Boot+ Dubbo + Mybatis + Nacos +Seata整合来实现Dubbo分布式事务数据没有问题。

5.2 测试回滚

我们samples-businessBusinessServiceImplhandleBusiness2 下面的代码去掉注释

if (!flag) {
  throw new RuntimeException("测试抛异常后,分布式事务回滚!");
}
123

使用postman 发送 :http://localhost:8104/business/dubbo/buy2

.响应结果:

{
    "timestamp""2019-09-05T04:29:34.178+0000",
    "status"500,
    "error""Internal Server Error",
    "message""测试抛异常后,分布式事务回滚!",
    "path""/business/dubbo/buy"
}
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控制台

2019-09-05 12:29:32.836  INFO 17264 --- [nio-8104-exec-2] i.s.s.i.c.controller.BusinessController  : 请求参数:BusinessDTO(userId=1, commodityCode=C201901140001, name=fan, count=50, amount=100)
2019-09-05 12:29:32.843  INFO 17264 --- [nio-8104-exec-2] i.s.common.loader.EnhancedServiceLoader  : load ContextCore[null] extension by class[io.seata.core.context.ThreadLocalContextCore]
2019-09-05 12:29:32.848  INFO 17264 --- [nio-8104-exec-2] i.s.common.loader.EnhancedServiceLoader  : load TransactionManager[null] extension by class[io.seata.tm.DefaultTransactionManager]
2019-09-05 12:29:32.849  INFO 17264 --- [nio-8104-exec-2] io.seata.tm.TransactionManagerHolder     : TransactionManager Singleton io.seata.tm.DefaultTransactionManager@461585ac
2019-09-05 12:29:32.859  INFO 17264 --- [nio-8104-exec-2] i.s.common.loader.EnhancedServiceLoader  : load LoadBalance[null] extension by class[io.seata.discovery.loadbalance.RandomLoadBalance]
2019-09-05 12:29:32.893  INFO 17264 --- [nio-8104-exec-2] i.seata.tm.api.DefaultGlobalTransaction  : Begin new global transaction [192.168.10.200:8091:2021380674]
2019-09-05 12:29:32.897  INFO 17264 --- [nio-8104-exec-2] i.s.s.i.c.service.BusinessServiceImpl    : 开始全局事务,XID = 192.168.10.200:8091:2021380674
2019-09-05 12:29:34.143  INFO 17264 --- [nio-8104-exec-2] i.seata.tm.api.DefaultGlobalTransaction  : [192.168.10.200:8091:2021380674] rollback status:Rollbacked
2019-09-05 12:29:34.158 ERROR 17264 --- [nio-8104-exec-2] o.a.c.c.C.[.[.[/].[dispatcherServlet]    : Servlet.service() for servlet [dispatcherServlet] in context with path [] threw exception [Request processing failed; nested exception is java.lang.RuntimeException: 测试抛异常后,分布式事务回滚!] with root cause

java.lang.RuntimeException: 测试抛异常后,分布式事务回滚!
 at io.seata.samples.integration.call.service.BusinessServiceImpl.handleBusiness(BusinessServiceImpl.java:60) ~[classes/:na]
 at io.seata.samples.integration.call.service.BusinessServiceImpl$$FastClassBySpringCGLIB$$2ab3d645.invoke(<generated>) ~[classes/:na]
 at org.springframework.cglib.proxy.MethodProxy.invoke(MethodProxy.java:218) ~[spring-core-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.aop.framework.CglibAopProxy$CglibMethodInvocation.invokeJoinpoint(CglibAopProxy.java:749) ~[spring-aop-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:163) ~[spring-aop-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at io.seata.spring.annotation.GlobalTransactionalInterceptor$1.execute(GlobalTransactionalInterceptor.java:104) ~[seata-all-0.8.0.jar:0.8.0]
 at io.seata.tm.api.TransactionalTemplate.execute(TransactionalTemplate.java:64) ~[seata-all-0.8.0.jar:0.8.0]
 at io.seata.spring.annotation.GlobalTransactionalInterceptor.handleGlobalTransaction(GlobalTransactionalInterceptor.java:101) ~[seata-all-0.8.0.jar:0.8.0]
 at io.seata.spring.annotation.GlobalTransactionalInterceptor.invoke(GlobalTransactionalInterceptor.java:76) ~[seata-all-0.8.0.jar:0.8.0]
 at org.springframework.aop.framework.ReflectiveMethodInvocation.proceed(ReflectiveMethodInvocation.java:186) ~[spring-aop-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.aop.framework.CglibAopProxy$DynamicAdvisedInterceptor.intercept(CglibAopProxy.java:688) ~[spring-aop-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at io.seata.samples.integration.call.service.BusinessServiceImpl$$EnhancerBySpringCGLIB$$cb43f7ab.handleBusiness(<generated>) ~[classes/:na]
 at io.seata.samples.integration.call.controller.BusinessController.handleBusiness(BusinessController.java:37) ~[classes/:na]
 at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[na:1.8.0_144]
 at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) ~[na:1.8.0_144]
 at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[na:1.8.0_144]
 at java.lang.reflect.Method.invoke(Method.java:498) ~[na:1.8.0_144]
 at org.springframework.web.method.support.InvocableHandlerMethod.doInvoke(InvocableHandlerMethod.java:190) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.method.support.InvocableHandlerMethod.invokeForRequest(InvocableHandlerMethod.java:138) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.mvc.method.annotation.ServletInvocableHandlerMethod.invokeAndHandle(ServletInvocableHandlerMethod.java:104) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.invokeHandlerMethod(RequestMappingHandlerAdapter.java:892) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.mvc.method.annotation.RequestMappingHandlerAdapter.handleInternal(RequestMappingHandlerAdapter.java:797) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.mvc.method.AbstractHandlerMethodAdapter.handle(AbstractHandlerMethodAdapter.java:87) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.DispatcherServlet.doDispatch(DispatcherServlet.java:1039) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.DispatcherServlet.doService(DispatcherServlet.java:942) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.FrameworkServlet.processRequest(FrameworkServlet.java:1005) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.servlet.FrameworkServlet.doPost(FrameworkServlet.java:908) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at javax.servlet.http.HttpServlet.service(HttpServlet.java:660) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.springframework.web.servlet.FrameworkServlet.service(FrameworkServlet.java:882) ~[spring-webmvc-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at javax.servlet.http.HttpServlet.service(HttpServlet.java:741) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:231) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.tomcat.websocket.server.WsFilter.doFilter(WsFilter.java:53) ~[tomcat-embed-websocket-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.springframework.web.filter.RequestContextFilter.doFilterInternal(RequestContextFilter.java:99) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.springframework.web.filter.FormContentFilter.doFilterInternal(FormContentFilter.java:92) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.springframework.web.filter.HiddenHttpMethodFilter.doFilterInternal(HiddenHttpMethodFilter.java:93) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.springframework.web.filter.CharacterEncodingFilter.doFilterInternal(CharacterEncodingFilter.java:200) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:107) ~[spring-web-5.1.7.RELEASE.jar:5.1.7.RELEASE]
 at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.StandardWrapperValve.invoke(StandardWrapperValve.java:200) ~[tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.StandardContextValve.invoke(StandardContextValve.java:96) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.authenticator.AuthenticatorBase.invoke(AuthenticatorBase.java:490) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.StandardHostValve.invoke(StandardHostValve.java:139) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.valves.ErrorReportValve.invoke(ErrorReportValve.java:92) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.core.StandardEngineValve.invoke(StandardEngineValve.java:74) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.catalina.connector.CoyoteAdapter.service(CoyoteAdapter.java:343) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.coyote.http11.Http11Processor.service(Http11Processor.java:408) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.coyote.AbstractProcessorLight.process(AbstractProcessorLight.java:66) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.coyote.AbstractProtocol$ConnectionHandler.process(AbstractProtocol.java:836) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.tomcat.util.net.NioEndpoint$SocketProcessor.doRun(NioEndpoint.java:1747) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at org.apache.tomcat.util.net.SocketProcessorBase.run(SocketProcessorBase.java:49) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) [na:1.8.0_144]
 at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) [na:1.8.0_144]
 at org.apache.tomcat.util.threads.TaskThread$WrappingRunnable.run(TaskThread.java:61) [tomcat-embed-core-9.0.19.jar:9.0.19]
 at java.lang.Thread.run(Thread.java:748) [na:1.8.0_144]


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我们查看数据库数据,已经回滚,和上面的数据一致。

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