From ffeb3460fa5e6229297e0c24e53e89b3d9d40423 Mon Sep 17 00:00:00 2001 From: AmyliaY <471816751@qq.com> Date: Sat, 27 Jun 2020 18:15:33 +0800 Subject: [PATCH] =?UTF-8?q?=E8=A1=A5=E5=85=85=20=E5=88=86=E5=B8=83?= =?UTF-8?q?=E5=BC=8F=E4=BA=8B=E5=8A=A1=E8=A7=A3=E5=86=B3=E6=96=B9=E6=A1=88?= =?UTF-8?q?Saga?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../distributed-transaction.md | 63 +++++++++++++----- .../images/distributed-transaction-saga.png | Bin 0 -> 83273 bytes 2 files changed, 47 insertions(+), 16 deletions(-) create mode 100644 docs/distributed-system/images/distributed-transaction-saga.png diff --git a/docs/distributed-system/distributed-transaction.md b/docs/distributed-system/distributed-transaction.md index 01f7ea1..cd3ebd4 100644 --- a/docs/distributed-system/distributed-transaction.md +++ b/docs/distributed-system/distributed-transaction.md @@ -2,20 +2,24 @@ 分布式事务了解吗?你们是如何解决分布式事务问题的? ## 面试官心理分析 + 只要聊到你做了分布式系统,必问分布式事务,你对分布式事务一无所知的话,确实会很坑,你起码得知道有哪些方案,一般怎么来做,每个方案的优缺点是什么。 现在面试,分布式系统成了标配,而分布式系统带来的**分布式事务**也成了标配了。因为你做系统肯定要用事务吧,如果是分布式系统,肯定要用分布式事务吧。先不说你搞过没有,起码你得明白有哪几种方案,每种方案可能有啥坑?比如 TCC 方案的网络问题、XA 方案的一致性问题。 ## 面试题剖析 -分布式事务的实现主要有以下 5 种方案: -- XA 方案 -- TCC 方案 -- 本地消息表 -- 可靠消息最终一致性方案 -- 最大努力通知方案 +分布式事务的实现主要有以下 6 种方案: + +* XA 方案 +* TCC 方案 +* SAGA 方案 +* 本地消息表 +* 可靠消息最终一致性方案 +* 最大努力通知方案 ### 两阶段提交方案/XA方案 + 所谓的 XA 方案,即:两阶段提交,有一个**事务管理器**的概念,负责协调多个数据库(资源管理器)的事务,事务管理器先问问各个数据库你准备好了吗?如果每个数据库都回复 ok,那么就正式提交事务,在各个数据库上执行操作;如果任何其中一个数据库回答不 ok,那么就回滚事务。 这种分布式事务方案,比较适合单块应用里,跨多个库的分布式事务,而且因为严重依赖于数据库层面来搞定复杂的事务,效率很低,绝对不适合高并发的场景。如果要玩儿,那么基于 `Spring + JTA` 就可以搞定,自己随便搜个 demo 看看就知道了。 @@ -26,14 +30,15 @@ 如果你要操作别人的服务的库,你必须是通过**调用别的服务的接口**来实现,绝对不允许交叉访问别人的数据库。 -![distributed-transacion-XA](/images/distributed-transaction-XA.png) +![distributed-transacion-XA](./images/distributed-transaction-XA.png) ### TCC 方案 -TCC 的全称是:`Try`、`Confirm`、`Cancel`。 -- Try 阶段:这个阶段说的是对各个服务的资源做检测以及对资源进行**锁定或者预留**。 -- Confirm 阶段:这个阶段说的是在各个服务中**执行实际的操作**。 -- Cancel 阶段:如果任何一个服务的业务方法执行出错,那么这里就需要**进行补偿**,就是执行已经执行成功的业务逻辑的回滚操作。(把那些执行成功的回滚) +TCC 的全称是: `Try` 、 `Confirm` 、 `Cancel` 。 + +* Try 阶段:这个阶段说的是对各个服务的资源做检测以及对资源进行**锁定或者预留**。 +* Confirm 阶段:这个阶段说的是在各个服务中**执行实际的操作**。 +* Cancel 阶段:如果任何一个服务的业务方法执行出错,那么这里就需要**进行补偿**,就是执行已经执行成功的业务逻辑的回滚操作。(把那些执行成功的回滚) 这种方案说实话几乎很少人使用,我们用的也比较少,但是也有使用的场景。因为这个**事务回滚**实际上是**严重依赖于你自己写代码来回滚和补偿**了,会造成补偿代码巨大,非常之恶心。 @@ -43,9 +48,32 @@ TCC 的全称是:`Try`、`Confirm`、`Cancel`。 但是说实话,一般尽量别这么搞,自己手写回滚逻辑,或者是补偿逻辑,实在太恶心了,那个业务代码是很难维护的。 -![distributed-transacion-TCC](/images/distributed-transaction-TCC.png) +![distributed-transacion-TCC](./images/distributed-transaction-TCC.png) + +### Saga方案 +金融核心等业务 可能会选择TCC方案,以追求强一致性和更高的并发量,而对于更多的金融核心以上的业务系统 往往会选择补偿事务,补偿事务处理在30多年前就提出了 Saga 理论,随着微服务的发展,近些年才逐步受到大家的关注。目前业界比较公认的是采用 Saga 作为长事务的解决方案。 +#### 基本原理 +业务流程中每个参与者都提交本地事务,若某一个参与者失败,则补偿前面已经成功的参与者。下图左侧是正常的事务流程,当执行到 T3 时发生了错误,则开始执行右边的事务补偿流程,反向执行T3、T2、T1 的补偿服务C3、C2、C1,将T3、T2、T1 已经修改的数据补偿掉。 +![distributed-transacion-TCC](./images/distributed-transaction-saga.png) +#### 使用场景 +对于一致性要求高、短流程、并发高 的场景,如:金融核心系统,会优先考虑 TCC方案。而在另外一些场景下,我们并不需要这么强的一致性,只需要保证最终一致性即可。 + +比如 很多金融核心以上的业务(渠道层、产品层、系统集成层),这些系统的特点是最终一致即可、流程多、流程长、还可能要调用其它公司的服务。这种情况如果选择TCC方案开发的话,一来成本高,二来无法要求其它公司的服务也遵循 TCC 模式。同时流程长,事务边界太长,加锁时间长,也会影响并发性能。 + +所以 Saga 模式的适用场景是: + +- 业务流程长、业务流程多; +- 参与者包含其它公司或遗留系统服务,无法提供 TCC 模式要求的三个接口。 + +#### 优势 +- 一阶段提交本地事务,无锁,高性能; +- 参与者可异步执行,高吞吐; +- 补偿服务易于实现,因为一个更新操作的反向操作是比较容易理解的。 +#### 缺点 +- 不保证事务的隔离性。 ### 本地消息表 + 本地消息表其实是国外的 ebay 搞出来的这么一套思想。 这个大概意思是这样的: @@ -59,9 +87,10 @@ TCC 的全称是:`Try`、`Confirm`、`Cancel`。 这个方案说实话最大的问题就在于**严重依赖于数据库的消息表来管理事务**啥的,如果是高并发场景咋办呢?咋扩展呢?所以一般确实很少用。 -![distributed-transaction-local-message-table](/images/distributed-transaction-local-message-table.png) +![distributed-transaction-local-message-table](./images/distributed-transaction-local-message-table.png) ### 可靠消息最终一致性方案 + 这个的意思,就是干脆不要用本地的消息表了,直接基于 MQ 来实现事务。比如阿里的 RocketMQ 就支持消息事务。 大概的意思就是: @@ -71,11 +100,12 @@ TCC 的全称是:`Try`、`Confirm`、`Cancel`。 3. 如果发送了确认消息,那么此时 B 系统会接收到确认消息,然后执行本地的事务; 4. mq 会自动**定时轮询**所有 prepared 消息回调你的接口,问你,这个消息是不是本地事务处理失败了,所有没发送确认的消息,是继续重试还是回滚?一般来说这里你就可以查下数据库看之前本地事务是否执行,如果回滚了,那么这里也回滚吧。这个就是避免可能本地事务执行成功了,而确认消息却发送失败了。 5. 这个方案里,要是系统 B 的事务失败了咋办?重试咯,自动不断重试直到成功,如果实在是不行,要么就是针对重要的资金类业务进行回滚,比如 B 系统本地回滚后,想办法通知系统 A 也回滚;或者是发送报警由人工来手工回滚和补偿。 -6. 这个还是比较合适的,目前国内互联网公司大都是这么玩儿的,要不你举用 RocketMQ 支持的,要不你就自己基于类似 ActiveMQ?RabbitMQ?自己封装一套类似的逻辑出来,总之思路就是这样子的。 +6. 这个还是比较合适的,目前国内互联网公司大都是这么玩儿的,要不你就用 RocketMQ 支持的,要不你就自己基于类似 ActiveMQ?RabbitMQ?自己封装一套类似的逻辑出来,总之思路就是这样子的。 -![distributed-transaction-reliable-message](/images/distributed-transaction-reliable-message.png) +![distributed-transaction-reliable-message](./images/distributed-transaction-reliable-message.png) ### 最大努力通知方案 + 这个方案的大致意思就是: 1. 系统 A 本地事务执行完之后,发送个消息到 MQ; @@ -83,10 +113,11 @@ TCC 的全称是:`Try`、`Confirm`、`Cancel`。 3. 要是系统 B 执行成功就 ok 了;要是系统 B 执行失败了,那么最大努力通知服务就定时尝试重新调用系统 B,反复 N 次,最后还是不行就放弃。 ### 你们公司是如何处理分布式事务的? + 如果你真的被问到,可以这么说,我们某某特别严格的场景,用的是 TCC 来保证强一致性;然后其他的一些场景基于阿里的 RocketMQ 来实现分布式事务。 你找一个严格资金要求绝对不能错的场景,你可以说你是用的 TCC 方案;如果是一般的分布式事务场景,订单插入之后要调用库存服务更新库存,库存数据没有资金那么的敏感,可以用可靠消息最终一致性方案。 友情提示一下,RocketMQ 3.2.6 之前的版本,是可以按照上面的思路来的,但是之后接口做了一些改变,我这里不再赘述了。 -当然如果你愿意,你可以参考可靠消息最终一致性方案来自己实现一套分布式事务,比如基于 RocketMQ 来玩儿。 \ No newline at end of file +当然如果你愿意,你可以参考可靠消息最终一致性方案来自己实现一套分布式事务,比如基于 RocketMQ 来玩儿。 diff --git a/docs/distributed-system/images/distributed-transaction-saga.png b/docs/distributed-system/images/distributed-transaction-saga.png new file mode 100644 index 0000000000000000000000000000000000000000..181d8d710973d459c4b9ed2d977aa755c6747601 GIT binary patch literal 83273 zcmXtA2RzjO|2Gat;z+W0R^mt!GS19i*_*6nXC?EjtYq)Kk`&3#3JDg3&A_*M{4i3)6yGnA}I5@bY@MjW<2hUIrrw+k? z2(45U<#5i<|H*49O@wENU6l+yaB#>zod3a1zD7omgTsPzS58LPCu_aM(3PPl0c|qc zGqsOHLmJe65k-VciBQ68E)S*T`6c->`MT74IP-D!8<(TE+b$p8zub4*7~mnA|1(w zyh@2+4Zgox`AmupiO|C4$zk%~ofKh-4=F;PjUOiBu_D-GkZed|BrzTZf{9g5i%QKJ zi|$6SC;X$K;5+qi#5rNZB13TaW^9>>S+R56J?z+@r1Cm=n6DyIR0v$ww=>`HC)u$U 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