When Rabbit recovers from a network partition and has to decide between multiple potential master versions of a queue, it picks the largest one to become the new master, and discards the others. It's rather mind-boggling that it can't merge them instead; after all, if your application is capable of handling duplicate deliveries, then merging (which would potentially result in previously ACKed messages becoming visible again) would be a perfectly acceptable solution.
The only way to make it non-lossy is to turn off HA recovery and manually handle network partitions, but it turns out that's not practically feasible, because there are no tools to work with Rabbit queues at a low level; the only way to recover is to discard one or more nodes.
We've also found Rabbit's clustering to be very flaky in general, beside the lack of partition tolerance. We recently had a Rabbit crash where one Rabbit node (not the machine itself) went down, and things got really stuck; the only way to recover was to stop all the nodes, then start them again. After we did that, all the queues were empty. We've also had instances where suddenly bindings go missing, or the bindings are there but attempting to declare them from a client fails with an "bindings already exist" error. And many other weird errors.
The last year or so, after having to endure all of these issues, we've decided to ditch clustering altogether and run a single node. That's risky, but ironically it's a lot more stable than our previous three-node cluster.
In my opinion, Pivotal really needs to redesign RabbitMQ's clustering.
Has anyone successfully moved off Rabbit? ActiveMQ, NSQ? Disque [1] looked promising, but seems dead (last commit was 18 months ago) at this point.