JMS学习(六)-ActiveMQ的高可用性实现

时间:2023-12-20 21:01:09

原文地址:http://www.cnblogs.com/hapjin/p/5663024.html

一,ActiveMQ高可用性的架构

ActiveMQ的高可用性架构是基于Master/Slave 模型的。ActiveMQ总共提供了四种配置方案来配置HA,其中Shared Nothing Master/Slave 在5.8版本之后不再使用了,并在ActiveMQ5.9版本中引入了基于Zookeeper的Replicated LevelDB Store HA方案。

二,Master/Slave架构的配置解释

①Shared Nothing Master/Slave   该架构最大的特点是:

1)Master 和 Slave各自都单独存储持久化的消息,它们不共享数据。

2)Master收到持久化消息时,需要先同步(sync)给Slave之后,才向Producer发送ACK确认。

3)只有Master负责Client的请求,Slave不接收Client请求。Slave连接到Master,负责备份消息。

4)Master出现故障,Slave有两种处理方式:❶自己成为Master;❷关闭(停服务)---根据具体配置而定。

5)Master 与 Slave之间可能会出现“Split Brain”现象。比如:Master本身是正常的,但是Master与Slave之间的网络出现故障,网络故障导致Slave认为Master已经宕机,因为它自己会成为Master(根据配置:shutdownOnMasterFailure)。此时,对Client而言,就会存在两个Master。

6)Slave 只能同步它连接到Master之后的消息。在Slave连接到Master之前Producer向Master发送的消息将不会同步给Slave,这可以通过配置(waitForSlave)参数,只有当Slave也启动之后,Master才开始初始化TransportConnector接受Client的请求(Producer的请求)

7)如果Master 或者 Slave其中之一宕机,它们之间不同步的消息 无法 自动进行同步,此时只能手动恢复不同步的消息了。也就是说:“ActiveMQ没有提供任何有效的手段,能够让master与slave在故障恢复期间,自动进行数据同步”

8)对于非持久化消息,并不会同步给Slave。因此,Master宕机,非持久化消息会丢失。

JMS学习(六)-ActiveMQ的高可用性实现

关于ShareNothing 高可用配置的一点理解:

❶由上面的第2)步可知:Producer向Master发消息之后,Master需要将消息同步给Slave之后,才向Producer返回确认ACK。因此,对Producer的响应有一定的延时。

如果为了保证快速响应,即Producer给Master发消息之后,Master收到了消息立即给Producer回复,然后再在后台把消息同步给Slave。这又会造成数据不一致性问题。

因为,如果Master收到了消息立即给Producer回复之后,Master还未来得及向Slave同步就宕机了,如果此条消息还在Master内存中,则Master宕机后消息就丢失了。如果Master收到Producer的消息,先写入磁盘,然后再向Producer返回确认ACK,然后再在后台与Slave同步,那么Master就需要标记每条消息是否已经成功同步到了Slave,若消息还未同步到Slave,则Master重启恢复后,需要立即同步Slave。只有当Slave成功同步了所有的Master上的消息之后,才能上线。这也无法实现 automatic failover。

关于一个很好的高可靠性解决方案:可参考Hadoop HA中的QJM机制。其核心就是:1)采用集群,能容忍不超过大多数机器的失效;2)数据只写大多数机器就返回确认,保证Client快速的响应能力;3)数据在后台在异步同步到集群所有的机器,从而保证高可用。

❷这里的Master--Slave机制中,只有一台Slave,并不是Slave集群(见上面结构图)。Master宕机,或者Slave宕机后,都会给整个服务造成极大的风险,并没有像Hadoop HA中的那样能够容忍“不超过大多数机器失效”的保证,即没有做到真正的高可用性。

❸还可能出现“双主”问题。即上面提到的“Split Brian”现象。

②Shared Database Master/Slave

这是很常用的一种架构。“共享存储”,意味着Master与Slave之间的数据是共享的。

那如何避免冲突呢?通过争夺数据库表的排他锁,只有Master有锁,未获得锁的自动成为Slave。

ActiveMQ Message Broker uses a relational database, it grabs an exclusive lock on a table
ensuring that no other ActiveMQ broker can access the database at the same time

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" 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对于“共享存储”而言,只会“共享”持久化消息。对于非持久化消息,它们是在内存中保存的。可以通过配置(forcePersistencyModeBrokerPlugin persistenceFlag)属性强制所有的消息都持久化。

当Master宕机后,Slave可自动接管服务成为Master。由于数据是共享的,因此Master和Slave之间不需要进行数据的复制与同步。Slave之间通过竞争锁来决定谁是Master。

③Shared File system Master/Slave

这种方式和共享数据库存储原理基本一样,(文件系统也有文件锁),故不详细介绍。

④最近的 Replicated LevelDB Store

 1)这种方式使用Zookeeper选举Master。要进行选举,则需要多数派的“参与者”。因为Replicated LevelDB Store中有多个Broker,从多个Broker中选举出一个成为Master,其他的则成为Slave。只有Master接收Client的连接,Slave负责连接到Master,并接收(同步方式、异步方式)Master上的数据。
The elected master broker node starts and accepts client connections.
The other nodes go into slave mode and connect the the master and synchronize their persistent state /w it.

以上也表明:每个Broker都是单独存储数据的。因为Master要把新的数据复制到Slave上。从这个角度看:称这种方式为“Share Storage”有点不合适。

2)Quorum机制的又一应用

假设有3个Broker,那么选举时至少需要两个Broker同意(大多数)之后,才能选出Master。此外,只需要当新消息复制到大多数Broker上时,就可以给Producer返回ACK。其他少数Broker则可以在后台以异步方式复制新的消息。

All messaging operations which require a sync to disk will wait for the update to be replicated to a quorum of the nodes before completing.
So if you configure the store with replicas="3" then the quorum size is (3/2+1)=2.
The master will store the update locally and wait for 1 other slave to store the update before reporting success.

比如说:一共有3个Broker,一个Master,二个Slave。当新消息到达Master时,Master需要将消息同步到其中一台Slave之后,才能向Producer发送ACK确认此次消息成功发送。

而剩下的另一台Slave,则可以在后台以异步方式复制这个新消息。此外,还能容忍一台Slave宕机。(能容忍不超过大多数的Broker宕机)

这种设计要求,可以保证集群中消息的可靠性,只有当(replicas/2 + 1)个节点物理故障,才会有丢失消息的风险。另外,也提高了一定的响应性,因为它不需要将消息同步到所有的Slave上,而只需要同步到大多数Broker上。

3)以何种标准判断谁是Master,谁是Slave呢?
【选举将会根据“消息日志的版本戳”、“权重"的大小决定,即“版本戳”越大(数据最新)、权重越高的broker优先成为master,其他broker作为slave并跟随master。】

三,参考资料

分布式系统理论之Quorum机制

https://activemq.apache.org/artemis/docs/1.0.0/ha.html

Replicated LevelDB Store HA官方文档

ActiveMQ与HA架构(master/slave)