一、分布式事务问题由来
分布式前
单机单库没这个问题
从1:1 -> 1:N -> N:N
单体应用被拆分成微服务应用,原来的三个模块被拆分成三个独立的应用,分别使用三个独立的数据源,业务操作需要调用三三 个服务来完成。此时每个服务内部的数据一致性由本地事务来保证, 但是全局的数据一致性问题没法保证。
一句话:一次业务操作需要跨多个数据源或需要跨多个系统进行远程调用,就会产生分布式事务问题。
二、Seata简介
1、是什么
Seata是一款开源的分布式事务解决方案,致力于在微服务架构下提供高性能和简单易用的分布式事务服务。
官方网址
2、能干嘛
一个典型的分布式事务过程
分布式事务处理过程的一ID+三组件模型:
- Transaction ID XID 全局唯一的事务ID
- 三组件概念
- 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。
- 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。
- 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。
处理过程:
- TM向TC申请开启一个全局事务,全局事务创建成功并生成一个全局唯一的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;
- TM向TC发起针对XID的全局提交或回滚决议;
- TC调度XID下管辖的全部分支事务完成提交或回滚请求。

三、Seata-Server安装
1、去哪下
发布说明: https://github.com/seata/seata/releases
2、怎么玩
本地@Transactional
全局@GlobalTransactional
3、SEATA 的分布式交易解决方案

我们只需要使用一个 @GlobalTransactional 注解在业务方法上。
4、Seata-Server安装
官网地址 - http://seata.io/zh-cn/
下载版本 - 0.9.0
seata-server-0.9.0.zip解压到指定目录并修改conf目录下的file.conf配置文件
先备份原始file.conf文件
主要修改:自定义事务组名称+事务日志存储模式为db +数据库连接信息
file.conf
service模块
service {##fsp_tx_group是自定义的vgroup_mapping.my.test.tx_group="fsp_tx_group"default.grouplist = "127.0.0.1:8091"enableDegrade = falsedisable = falsemax.commitretry.timeout= "-1"max.ollbackretry.timeout= "-1"}
store模块
## transaction log storestore {## store mode: file, db## 改成dbmode = "db"## file storefile {dir = "sessionStore"# branch session size, if exceeded first try compress lockkey, still exceeded throws exceptionsmax-branch-session-size = 16384# globe session size, if exceeded throws exceptionsmax-global-session-size = 512# file buffer size, if exceeded allocate new bufferfile-write-buffer-cache-size = 16384# when recover batch read sizesession.reload.read_size= 100# async, syncflush-disk-mode = async}# database storedb {## the implement of javax.sql.DataSource, such as DruidDataSource(druid)/BasicDataSource(dbcp) etc.datasource = "dbcp"## mysql/oracle/h2/oceanbase etc.## 配置数据源db-type = "mysql"driver-class-name = "com.mysql.jdbc.Driver"url = "jdbc:mysql://127.0.0.1:3306/seata"user = "root"password = "你自己密码"min-conn= 1max-conn = 3global.table = "global_table"branch.table = "branch_table"lock-table = "lock_table"query-limit = 100}}
mysql5.7数据库新建库seata,在seata库里建表
建表db_store.sql在\seata-server-0.9.0\seata\conf目录里面
-- the table to store GlobalSession datadrop table if exists `global_table`;create table `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_gmt_modified_status` (`gmt_modified`, `status`),key `idx_transaction_id` (`transaction_id`));-- the table to store BranchSession datadrop table if exists `branch_table`;create table `branch_table` (`branch_id` bigint not null,`xid` varchar(128) not null,`transaction_id` bigint ,`resource_group_id` varchar(32),`resource_id` varchar(256) ,`lock_key` varchar(128) ,`branch_type` varchar(8) ,`status` tinyint,`client_id` varchar(64),`application_data` varchar(2000),`gmt_create` datetime,`gmt_modified` datetime,primary key (`branch_id`),key `idx_xid` (`xid`));-- the table to store lock datadrop table if exists `lock_table`;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(36) ,`gmt_create` datetime ,`gmt_modified` datetime,primary key(`row_key`));
修改seata-server-0.9.0\seata\conf目录下的registry.conf配置文件
registry {# file 、nacos 、eureka、redis、zk、consul、etcd3、sofa# 改用为nacostype = "nacos"nacos {## 加端口号serverAddr = "localhost:8848"namespace = ""cluster = "default"}...}
目的是:指明注册中心为nacos,及修改nacos连接信息
先启动Nacos端口号8848 nacos\bin\startup.cmd
再启动seata-server - seata-server-0.9.0\seata\bin\seata-server.bat
四、Seata业务数据库准备
以下演示都需要先启动Nacos后启动Seata,保证两个都OK。
分布式事务业务说明
这里我们会创建三个服务,一个订单服务,一个库存服务,一个账户服务。
当用户下单时,会在订单服务中创建一个订单, 然后通过远程调用库存服务来扣减下单商品的库存,再通过远程调用账户服务来扣减用户账户里面的余额,最后在订单服务中修改订单状态为已完成。
该操作跨越三个数据库,有两次远程调用,很明显会有分布式事务问题。
一言蔽之,下订单—>扣库存—>减账户(余额)。
1、创建业务数据库
- seata_ order:存储订单的数据库;
- seata_ storage:存储库存的数据库;
- seata_ account:存储账户信息的数据库。
建库SQL
CREATE DATABASE seata_order;CREATE DATABASE seata_storage;CREATE DATABASE seata_account;
2、按照上述3库分别建对应业务表
seata_order库下建t_order表
CREATE TABLE t_order (`id` BIGINT ( 11 ) NOT NULL AUTO_INCREMENT PRIMARY KEY,`user_id` BIGINT ( 11 ) DEFAULT NULL COMMENT '用户id',`product_id` BIGINT ( 11 ) DEFAULT NULL COMMENT '产品id',`count` INT ( 11 ) DEFAULT NULL COMMENT '数量',`money` DECIMAL ( 11, 0 ) DEFAULT NULL COMMENT '金额',`status` INT ( 1 ) DEFAULT NULL COMMENT '订单状态: 0:创建中; 1:已完结');SELECT * FROM t_order;
seata_storage库下建t_storage表
``sql CREATE TABLE t_storage (idBIGINT(11) NOT NULL AUTO_INCREMENT PRIMARY KEY,product_idBIGINT(11) DEFAULT NULL COMMENT '产品id',totalINT(11) DEFAULT NULL COMMENT '总库存',usedINT(11) DEFAULT NULL COMMENT '已用库存',residue` INT(11) DEFAULT NULL COMMENT ‘剩余库存’ );
INSERT INTO seata_storage.t_storage(id, product_id, total, used, residue)
VALUES (‘1’, ‘1’, ‘100’, ‘0’,’100’);
SELECT * FROM t_storage;
- seata_account库下建t_account表```sqlCREATE 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');INSERT INTO seata_account.t_account(`id`, `user_id`, `total`, `used`, `residue`)VALUES ('1', '1', '1000', '0', '1000');SELECT * FROM t_account;
3、按照上述3库分别建对应的回滚日志表
- 订单-库存-账户3个库下都需要建各自的回滚日志表
- \seata-server-0.9.0\seata\conf目录下的db undo log.sql
- 建表SQL
-- the table to store seata xid data-- 0.7.0+ add context-- you must to init this sql for you business databese. the seata server not need it.-- 此脚本必须初始化在你当前的业务数据库中,用于AT 模式XID记录。与server端无关(注:业务数据库)-- 注意此处0.3.0+ 增加唯一索引 ux_undo_logdrop table `undo_log`;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,`ext` varchar(100) DEFAULT NULL,PRIMARY KEY (`id`),UNIQUE KEY `ux_undo_log` (`xid`,`branch_id`)) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;
五、订单/库存/账户业务微服务准备
下订单 -> 减库存 -> 扣余额 -> 改(订单)状态
1、Seata之Order-Module
seata-order-service2001
POM
<dependencies><!--nacos--><dependency><groupId>com.alibaba.cloud</groupId><artifactId>spring-cloud-starter-alibaba-nacos-discovery</artifactId></dependency><!--seata--><dependency><groupId>com.alibaba.cloud</groupId><artifactId>spring-cloud-starter-alibaba-seata</artifactId><exclusions><exclusion><artifactId>seata-all</artifactId><groupId>io.seata</groupId></exclusion></exclusions></dependency><dependency><groupId>io.seata</groupId><artifactId>seata-all</artifactId><version>0.9.0</version></dependency><!--feign--><dependency><groupId>org.springframework.cloud</groupId><artifactId>spring-cloud-starter-openfeign</artifactId></dependency><!--web-actuator--><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><!--mysql-druid--><dependency><groupId>mysql</groupId><artifactId>mysql-connector-java</artifactId><version>5.1.37</version></dependency><dependency><groupId>com.alibaba</groupId><artifactId>druid-spring-boot-starter</artifactId><version>1.1.10</version></dependency><dependency><groupId>org.mybatis.spring.boot</groupId><artifactId>mybatis-spring-boot-starter</artifactId><version>2.0.0</version></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId><optional>true</optional></dependency></dependencies>
YML
server:port: 2001spring:application:name: seata-order-servicecloud:alibaba:seata:#自定义事务组名称需要与seata-server中的对应tx-service-group: fsp_tx_groupnacos:discovery:server-addr: localhost:8848datasource:driver-class-name: com.mysql.jdbc.Driverurl: jdbc:mysql://localhost:3306/seata_orderusername: rootpassword: 123456feign:hystrix:enabled: falselogging:level:io:seata: infomybatis:mapperLocations: classpath:mapper/*.xml
在resouces下添加配置文件file.conf、registry.conf
file.conf
transport {# tcp udt unix-domain-sockettype = "TCP"#NIO NATIVEserver = "NIO"#enable heartbeatheartbeat = true#thread factory for nettythread-factory {boss-thread-prefix = "NettyBoss"worker-thread-prefix = "NettyServerNIOWorker"server-executor-thread-prefix = "NettyServerBizHandler"share-boss-worker = falseclient-selector-thread-prefix = "NettyClientSelector"client-selector-thread-size = 1client-worker-thread-prefix = "NettyClientWorkerThread"# netty boss thread size,will not be used for UDTboss-thread-size = 1#auto default pin or 8worker-thread-size = 8}shutdown {# when destroy server, wait secondswait = 3}serialization = "seata"compressor = "none"}service {vgroup_mapping.fsp_tx_group = "default" #修改自定义事务组名称default.grouplist = "127.0.0.1:8091"enableDegrade = falsedisable = falsemax.commit.retry.timeout = "-1"max.rollback.retry.timeout = "-1"disableGlobalTransaction = false}client {async.commit.buffer.limit = 10000lock {retry.internal = 10retry.times = 30}report.retry.count = 5tm.commit.retry.count = 1tm.rollback.retry.count = 1}## transaction log storestore {## store mode: file、dbmode = "db"## file storefile {dir = "sessionStore"# branch session size , if exceeded first try compress lockkey, still exceeded throws exceptionsmax-branch-session-size = 16384# globe session size , if exceeded throws exceptionsmax-global-session-size = 512# file buffer size , if exceeded allocate new bufferfile-write-buffer-cache-size = 16384# when recover batch read sizesession.reload.read_size = 100# async, syncflush-disk-mode = async}## database storedb {## the implement of javax.sql.DataSource, such as DruidDataSource(druid)/BasicDataSource(dbcp) etc.datasource = "dbcp"## mysql/oracle/h2/oceanbase etc.db-type = "mysql"driver-class-name = "com.mysql.jdbc.Driver"url = "jdbc:mysql://127.0.0.1:3306/seata"user = "root"password = "123456"min-conn = 1max-conn = 3global.table = "global_table"branch.table = "branch_table"lock-table = "lock_table"query-limit = 100}}lock {## the lock store mode: local、remotemode = "remote"local {## store locks in user's database}remote {## store locks in the seata's server}}recovery {#schedule committing retry period in millisecondscommitting-retry-period = 1000#schedule asyn committing retry period in millisecondsasyn-committing-retry-period = 1000#schedule rollbacking retry period in millisecondsrollbacking-retry-period = 1000#schedule timeout retry period in millisecondstimeout-retry-period = 1000}transaction {undo.data.validation = trueundo.log.serialization = "jackson"undo.log.save.days = 7#schedule delete expired undo_log in millisecondsundo.log.delete.period = 86400000undo.log.table = "undo_log"}## metrics settingsmetrics {enabled = falseregistry-type = "compact"# multi exporters use comma dividedexporter-list = "prometheus"exporter-prometheus-port = 9898}support {## springspring {# auto proxy the DataSource beandatasource.autoproxy = false}}
registry.conf
registry {# file 、nacos 、eureka、redis、zk、consul、etcd3、sofatype = "nacos"nacos {serverAddr = "localhost:8848"namespace = ""cluster = "default"}eureka {serviceUrl = "http://localhost:8761/eureka"application = "default"weight = "1"}redis {serverAddr = "localhost:6379"db = "0"}zk {cluster = "default"serverAddr = "127.0.0.1:2181"session.timeout = 6000connect.timeout = 2000}consul {cluster = "default"serverAddr = "127.0.0.1:8500"}etcd3 {cluster = "default"serverAddr = "http://localhost:2379"}sofa {serverAddr = "127.0.0.1:9603"application = "default"region = "DEFAULT_ZONE"datacenter = "DefaultDataCenter"cluster = "default"group = "SEATA_GROUP"addressWaitTime = "3000"}file {name = "file.conf"}}config {# file、nacos 、apollo、zk、consul、etcd3type = "file"nacos {serverAddr = "localhost"namespace = ""}consul {serverAddr = "127.0.0.1:8500"}apollo {app.id = "seata-server"apollo.meta = "http://192.168.1.204:8801"}zk {serverAddr = "127.0.0.1:2181"session.timeout = 6000connect.timeout = 2000}etcd3 {serverAddr = "http://localhost:2379"}file {name = "file.conf"}}
domain
@Data@AllArgsConstructor@NoArgsConstructorpublic class CommonResult<T>{private Integer code;private String message;private T data;public CommonResult(Integer code, String message){this(code,message,null);}}
@Data@AllArgsConstructor@NoArgsConstructorpublic class Order{private Long id;private Long userId;private Long productId;private Integer count;private BigDecimal money;private Integer status; //订单状态:0:创建中;1:已完结}
Dao接口及实现
@Mapperpublic interface{//1 新建订单void create(Order order);//2 修改订单状态,从零改为1void update(@Param("userId") Long userId,@Param("status") Integer status);}
resources文件夹下新建mapper文件夹后添加OrderMapper.xml
<?xml version="1.0" encoding="UTF-8" ?><!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd" ><mapper namespace="com.springcloud.alibaba.dao.OrderDao"><resultMap id="BaseResultMap" type="com.springcloud.domain.Order"><id column="id" property="id" jdbcType="BIGINT"/><result column="user_id" property="userId" jdbcType="BIGINT"/><result column="product_id" property="productId" jdbcType="BIGINT"/><result column="count" property="count" jdbcType="INTEGER"/><result column="money" property="money" jdbcType="DECIMAL"/><result column="status" property="status" jdbcType="INTEGER"/></resultMap><insert id="create">insert into t_order (id,user_id,product_id,count,money,status)values (null,#{userId},#{productId},#{count},#{money},0);</insert><update id="update">update t_order set status = 1where user_id=#{userId} and status = #{status};</update></mapper>
Service接口及实现
OrderService
public interface OrderService {void create(Order order);}
OrderServiceImpl
@Service@Slf4jpublic class OrderServiceImpl implements OrderService{@Resourceprivate OrderDao orderDao;@Resourceprivate StorageService storageService;@Resourceprivate AccountService accountService;/*** 创建订单->调用库存服务扣减库存->调用账户服务扣减账户余额->修改订单状态* 简单说:下订单->扣库存->减余额->改状态*/@Override//@GlobalTransactional(name = "fsp-create-order",rollbackFor = Exception.class)public void create(Order order){log.info("----->开始新建订单");//1 新建订单orderDao.create(order);//2 扣减库存log.info("----->订单微服务开始调用库存,做扣减Count");storageService.decrease(order.getProductId(),order.getCount());log.info("----->订单微服务开始调用库存,做扣减end");//3 扣减账户log.info("----->订单微服务开始调用账户,做扣减Money");accountService.decrease(order.getUserId(),order.getMoney());log.info("----->订单微服务开始调用账户,做扣减end");//4 修改订单状态,从零到1,1代表已经完成log.info("----->修改订单状态开始");orderDao.update(order.getUserId(),0);log.info("----->修改订单状态结束");log.info("----->下订单结束了,O(∩_∩)O哈哈~");}}
StorageService
@FeignClient(value = "seata-storage-service")public interface StorageService {@PostMapping(value = "/storage/decrease")CommonResult decrease(@RequestParam("productId") Long productId, @RequestParam("count") Integer count);}
AccountService
@FeignClient(value = "seata-account-service")public interface AccountService {@PostMapping(value = "/account/decrease")CommonResult decrease(@RequestParam("userId") Long userId, @RequestParam("money") BigDecimal money);}
Controller ```java @RestController public class OrderController { @Resource private OrderService orderService;
@GetMapping("/order/create")public CommonResult create(Order order){orderService.create(order);return new CommonResult(200,"订单创建成功");}
}
Config配置1. MyBatisConfig```java@Configuration@MapperScan({"com.springcloud.dao"})public class MyBatisConfig {}
DataSourceProxyConfig ```java /**
使用Seata对数据源进行代理 */ @Configuration public class DataSourceProxyConfig {
@Value(“${mybatis.mapperLocations}”) private String mapperLocations;
@Bean @ConfigurationProperties(prefix = “spring.datasource”) public DataSource druidDataSource(){ return new DruidDataSource(); }
@Bean public DataSourceProxy dataSourceProxy(DataSource dataSource) { return new DataSourceProxy(dataSource); }
@Bean public SqlSessionFactory sqlSessionFactoryBean(DataSourceProxy dataSourceProxy) throws Exception { SqlSessionFactoryBean sqlSessionFactoryBean = new SqlSessionFactoryBean(); sqlSessionFactoryBean.setDataSource(dataSourceProxy); sqlSessionFactoryBean.setMapperLocations(new PathMatchingResourcePatternResolver().getResources(mapperLocations)); sqlSessionFactoryBean.setTransactionFactory(new SpringManagedTransactionFactory()); return sqlSessionFactoryBean.getObject(); }
}
主启动```java@EnableDiscoveryClient@EnableFeignClients//取消数据源的自动创建,而是使用自己定义的@SpringBootApplication(exclude = DataSourceAutoConfiguration.class)public class SeataOrderMainApp2001{public static void main(String[] args){SpringApplication.run(SeataOrderMainApp2001.class, args);}}
2、Seata之Storage-Module
与seata-order-service2001模块大致相同
seata- storage - service2002
POM(与seata-order-service2001模块大致相同)
YML
server:port: 2002spring:application:name: seata-storage-servicecloud:alibaba:seata:tx-service-group: fsp_tx_groupnacos:discovery:server-addr: localhost:8848datasource:driver-class-name: com.mysql.jdbc.Driverurl: jdbc:mysql://localhost:3306/seata_storageusername: rootpassword: 123456logging:level:io:seata: infomybatis:mapperLocations: classpath:mapper/*.xml
file.conf(与seata-order-service2001模块大致相同)
registry.conf(与seata-order-service2001模块大致相同)
domain
@Datapublic class Storage {private Long id;/*** 产品id*/private Long productId;/*** 总库存*/private Integer total;/*** 已用库存*/private Integer used;/*** 剩余库存*/private Integer residue;}
CommonResult(与seata-order-service2001模块大致相同)
Dao接口及实现
StorageDao
@Mapperpublic interface StorageDao {//扣减库存void decrease(@Param("productId") Long productId, @Param("count") Integer count);}
resources文件夹下新建mapper文件夹后添加StorageMapper.xml ```xml <?xml version=”1.0” encoding=”UTF-8” ?> <!DOCTYPE mapper PUBLIC “-//mybatis.org//DTD Mapper 3.0//EN” “http://mybatis.org/dtd/mybatis-3-mapper.dtd“ >
<resultMap id="BaseResultMap" type="com.springcloud.alibaba.domain.Storage"><id column="id" property="id" jdbcType="BIGINT"/><result column="product_id" property="productId" jdbcType="BIGINT"/><result column="total" property="total" jdbcType="INTEGER"/><result column="used" property="used" jdbcType="INTEGER"/><result column="residue" property="residue" jdbcType="INTEGER"/></resultMap><update id="decrease">UPDATEt_storageSETused = used + #{count},residue = residue - #{count}WHEREproduct_id = #{productId}</update>
Service接口及实现1. StorageService```javapublic interface StorageService {/*** 扣减库存*/void decrease(Long productId, Integer count);}
StorageServiceImpl
@Servicepublic class StorageServiceImpl implements StorageService {private static final Logger LOGGER = LoggerFactory.getLogger(StorageServiceImpl.class);@Resourceprivate StorageDao storageDao;/*** 扣减库存*/@Overridepublic void decrease(Long productId, Integer count) {LOGGER.info("------->storage-service中扣减库存开始");storageDao.decrease(productId,count);LOGGER.info("------->storage-service中扣减库存结束");}}
Controller
@RestControllerpublic class StorageController {@Autowiredprivate StorageService storageService;/*** 扣减库存*/@RequestMapping("/storage/decrease")public CommonResult decrease(Long productId, Integer count) {storageService.decrease(productId, count);return new CommonResult(200,"扣减库存成功!");}}
Config配置(与seata-order-service2001模块大致相同)
主启动(与seata-order-service2001模块大致相同)
3、Seata之Account-Module
与seata-order-service2001模块大致相同
seata- account- service2003
POM(与seata-order-service2001模块大致相同)
YML
server:port: 2003spring:application:name: seata-account-servicecloud:alibaba:seata:tx-service-group: fsp_tx_groupnacos:discovery:server-addr: localhost:8848datasource:driver-class-name: com.mysql.jdbc.Driverurl: jdbc:mysql://localhost:3306/seata_accountusername: rootpassword: 123456feign:hystrix:enabled: falselogging:level:io:seata: infomybatis:mapperLocations: classpath:mapper/*.xml
file.conf(与seata-order-service2001模块大致相同)
registry.conf(与seata-order-service2001模块大致相同)
domain
@Data@AllArgsConstructor@NoArgsConstructorpublic class Account {private Long id;/*** 用户id*/private Long userId;/*** 总额度*/private BigDecimal total;/*** 已用额度*/private BigDecimal used;/*** 剩余额度*/private BigDecimal residue;}
CommonResult(与seata-order-service2001模块大致相同)
Dao接口及实现
AccountDao
@Mapperpublic interface AccountDao {/*** 扣减账户余额*/void decrease(@Param("userId") Long userId, @Param("money") BigDecimal money);}
resources文件夹下新建mapper文件夹后添加AccountMapper.xml ```xml <?xml version=”1.0” encoding=”UTF-8” ?> <!DOCTYPE mapper PUBLIC “-//mybatis.org//DTD Mapper 3.0//EN” “http://mybatis.org/dtd/mybatis-3-mapper.dtd“ >
<resultMap id="BaseResultMap" type="com.springcloud.alibaba.domain.Account"><id column="id" property="id" jdbcType="BIGINT"/><result column="user_id" property="userId" jdbcType="BIGINT"/><result column="total" property="total" jdbcType="DECIMAL"/><result column="used" property="used" jdbcType="DECIMAL"/><result column="residue" property="residue" jdbcType="DECIMAL"/></resultMap><update id="decrease">UPDATE t_accountSETresidue = residue - #{money},used = used + #{money}WHEREuser_id = #{userId};</update>
Service接口及实现1. AccountService```javapublic interface AccountService {/*** 扣减账户余额* @param userId 用户id* @param money 金额*/void decrease(@RequestParam("userId") Long userId, @RequestParam("money") BigDecimal money);}
AccountServiceImpl ```java @Service public class AccountServiceImpl implements AccountService {
private static final Logger LOGGER = LoggerFactory.getLogger(AccountServiceImpl.class);
@ResourceAccountDao accountDao;/*** 扣减账户余额*/@Overridepublic void decrease(Long userId, BigDecimal money) {LOGGER.info("------->account-service中扣减账户余额开始");accountDao.decrease(userId,money);LOGGER.info("------->account-service中扣减账户余额结束");}
}
Controller```java@RestControllerpublic class AccountController {@ResourceAccountService accountService;/*** 扣减账户余额*/@RequestMapping("/account/decrease")public CommonResult decrease(@RequestParam("userId") Long userId, @RequestParam("money") BigDecimal money){accountService.decrease(userId,money);return new CommonResult(200,"扣减账户余额成功!");}}
Config配置(与seata-order-service2001模块大致相同)
主启动(与seata-order-service2001模块大致相同)
六、Seata之@GlobalTransactional验证
1、下订单 -> 减库存 -> 扣余额 -> 改(订单)状态

2、数据库初始情况:
SELECT * FROM seata_account.t_account;SELECT * FROM seata_order.t_order;SELECT * FROM seata_storage.t_storage;



3、正常下单
http://localhost:2001/order/create?userId=1&productId=1&count=10&money=100
数据库正常下单后状况:
SELECT * FROM seata_account.t_account;

SELECT * FROM seata_order.t_order;

SELECT * FROM seata_storage.t_storage;
4、超时异常,没加@GlobalTransactional
模拟AccountServiceImpl添加超时
@Servicepublic class AccountServiceImpl implements AccountService {private static final Logger LOGGER = LoggerFactory.getLogger(AccountServiceImpl.class);@ResourceAccountDao accountDao;/*** 扣减账户余额*/@Overridepublic void decrease(Long userId, BigDecimal money) {LOGGER.info("------->account-service中扣减账户余额开始");//模拟超时异常,全局事务回滚//暂停几秒钟线程try {TimeUnit.SECONDS.sleep(20);} catch (InterruptedException e) {e.printStackTrace();}accountDao.decrease(userId,money);LOGGER.info("------->account-service中扣减账户余额结束");}}
另外,OpenFeign的调用默认时间是1s以内,所以最后会抛异常。
数据库情况SELECT * FROM seata_account.t_account;

SELECT * FROM seata_order.t_order;

SELECT * FROM seata_storage.t_storage;
故障情况
- 当库存和账户金额扣减后,订单状态并没有设置为已经完成,没有从零改为1
- 而且由于feign的重试机制,账户余额还有可能被多次扣减
5、超时异常,加了@GlobalTransactional
用@GlobalTransactional标注OrderServiceImpl的create()方法。
@Service@Slf4jpublic class OrderServiceImpl implements OrderService {.../*** 创建订单->调用库存服务扣减库存->调用账户服务扣减账户余额->修改订单状态* 简单说:下订单->扣库存->减余额->改状态*/@Override//rollbackFor = Exception.class表示对任意异常都进行回滚@GlobalTransactional(name = "fsp-create-order",rollbackFor = Exception.class)public void create(Order order){...}}
还是模拟AccountServiceImpl添加超时,下单后数据库数据并没有任何改变,记录都添加不进来,达到出异常,数据库回滚的效果。
七、Seata之原理简介
2019年1月份蚂蚁金服和阿里巴巴共同开源的分布式事务解决方案。
Simple Extensible Autonomous Transaction Architecture,简单可扩展自治事务框架。
2020起始,用1.0以后的版本。Alina Gingertail
分布式事务的执行流程
- TM开启分布式事务(TM向TC注册全局事务记录) ;
- 按业务场景,编排数据库、服务等事务内资源(RM向TC汇报资源准备状态) ;
- TM结束分布式事务,事务一阶段结束(TM通知TC提交/回滚分布式事务) ;
- TC汇总事务信息,决定分布式事务是提交还是回滚;
- TC通知所有RM提交/回滚资源,事务二阶段结束。
AT模式如何做到对业务的无侵入
是什么
前提
- 基于支持本地 ACID 事务的关系型数据库。
- Java 应用,通过 JDBC 访问数据库。
整体机制 两阶段提交协议的演变:
- 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:
- 提交异步化,非常快速地完成。
- 回滚通过一阶段的回滚日志进行反向补偿。
一阶段加载
在一阶段,Seata会拦截“业务SQL”
- 解析SQL语义,找到“业务SQL” 要更新的业务数据,在业务数据被更新前,将其保存成”before image”
- 执行“业务SQL” 更新业务数据,在业务数据更新之后,
- 其保存成”after image”,最后生成行锁。
以上操作全部在一个数据库事务内完成, 这样保证了一阶段操作的原子性。
二阶段提交
二阶段如果顺利提交的话,因为”业务SQL”在一阶段已经提交至数据库,所以Seata框架只需将一阶段保存的快照数据和行锁删掉,完成数据清理即可。
二阶段回滚
二阶段如果是回滚的话,Seata 就需要回滚一阶段已经执行的 “业务SQL”,还原业务数据。
回滚方式便是用”before image”还原业务数据;但在还原前要首先要校验脏写,对比“数据库当前业务数据”和”after image”。
如果两份数据完全一致就说明没有脏写, 可以还原业务数据,如果不一致就说明有脏写, 出现脏写就需要转人工处理。
补充

