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《C2C 电商系统微服务架构120天实战训练营》数据库
1、前情回顾
上篇文章「Java进阶面试系列之一」大家系统架构中为什么要引入消息中间件?,给你们讲了讲消息中间件引入系统架构的做用,主要是解决哪些问题的。性能优化
其比较常见的实践场景是:微信
- 复杂系统的解耦
- 复杂链路的异步调用
- 瞬时高峰的削峰处理
2、正式开始
这篇文章给你们讲讲,若是你在系统架构里引入了消息中间件以后,会有哪些缺点?markdown
1)系统可用性下降网络
首先是你的系统总体可用性绝对会下降,给你举个例子,咱们就拿以前的一幅图来讲明。架构
好比说一个核心链路里面,系统A -> 系统B -> 系统C,而后系统C是经过MQ异步调用系统D的。并发
看起来很好,你用这个MQ异步化的手段解决了一个核心链路执行性能过差的问题。app
可是你有没有考虑另一个问题,就是万一你依赖的那个MQ中间件忽然挂掉了怎么办?这个还真的不是异想天开,MQ、Redis、MySQL这些组件都有可能会挂掉。
一旦你的MQ挂了,就致使你的系统的核心业务流程中断了。原本你要是不引入MQ中间件,那其实就是一些系统之间的调用,可是如今你引入了MQ,就致使你多了一个依赖。一旦多了一个依赖,就会致使你的可用性下降。
所以,一旦引入了MQ中间件,你就必须去考虑这个MQ是如何部署的,如何保证高可用性。
甚至在复杂的高可用的场景下,你还要考虑若是MQ一旦挂了之后,你的系统有没有备用兜底的技术方案,能够保证系统继续运行下去。
以前写过两篇文章,都涉及到了MQ挂掉以后的高可用保障方案。
大伙若是感兴趣,能够参考一下:
经过这两篇文章,具体看看咱们在各类场景下遇到MQ故障采起的高可用降级方案。
2)系统稳定性下降
仍是上面那张图,你们再来看一下。
不知道你们有没有发现一个问题,这个链路除了MQ中间件挂掉这个可能存在的隐患以外,可能还有一些其余的技术问题。
好比说,莫名其妙的,系统C发了一个消息到MQ,结果那个消息由于网络故障等问题,就丢失了。这就致使系统D没有收到那条消息。
这可就惨了,这样会致使系统D没完成本身该作的任务,此时可能整个系统会出现业务错乱,数据丢失,严重的bug,用户体验不好等各类问题。
这还只是其中之一,万一说系统C给MQ发送消息,不当心一抽风重复发了一条如出一辙的,致使消息重复了,这个时候该怎么办?
可能会致使系统D一会儿把一条数据插入了两次,致使数据错误,脏数据的产生,最后同样会致使各类问题。
或者说若是系统D忽然宕机了几个小时,致使没法消费消息,结果大量的消息在MQ中间件里积压了好久,这个时候怎么办?
即便系统D恢复了,也须要慢慢的消费数据来进行处理。
因此这就是引入MQ中间件的第二个大问题,系统稳定性可能会降低,故障会增多,各类各样乱七八糟的问题均可能产生。
并且一旦产生了一个问题,就会致使系统总体出问题。就须要为了解决各类MQ引起的技术问题,采起不少的技术方案。
关于这个,咱们后面会用专门的文章聊聊MQ中间件的这些问题的解决方案,包括:
- 消息高可靠传递(0丢失)
- 消息幂等性传递(绝对不重复)
- 百万消息积压的线上故障处理
3)分布式一致性问题
引入消息中间件,还有分布式一致性的问题。
举个例子,好比说系统C如今处理本身本地数据库成功了,而后发送了一个消息给MQ,系统D也确实是消费到了。
可是结果不幸的是,系统D操做本身本地数据库失败了,那这个时候咋办?
系统C成功了,系统D失败了,会致使系统总体数据不一致了啊。
因此此时又须要使用可靠消息最终一致性的分布式事务方案来保障。
关于这个,能够参考以前的一篇文章:
最终一致性分布式事务如何保障实际生产中99.99%高可用?
咱们在里面详细阐述了系统之间异步调用场景下,如何采用分布式事务方案保证其数据一致性。
3、总结
最后,咱们来作一个简单的小结。
在面试中要答好这个问题,首先必定要熟悉MQ这个技术的优缺点。了解清楚把他引入系统是为了解决哪些问题的,可是他自身又会带来哪些问题。
此外,对于引入MQ之后,是否对他自身可能引起的问题有一些方案的设计,来保证你的系统高可用、高可靠的运行,保证数据的一致性。这个也有作好相应的准备。
END
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