My impression is that the multiprocessing module is a heroic effort, but unfortunately making the whole system work transparently across multiple OSs and architectures is a nearly insurmountable problem.
It provides a nice interface but is using multiprocessing or multi threading under the hood depending on which executioner you use:
> The ProcessPoolExecutor class is an Executor subclass that uses a pool of processes to execute calls asynchronously. ProcessPoolExecutor uses the multiprocessing module, which allows it to side-step the Global Interpreter Lock but also means that only picklable objects can be executed and returned.
What if it hangs?
I've seen orphaned processes sometimes idle, sometimes busy doing god knows what. But Zombies OTOH are rarely a problem, and should be able to be dealt with easily.
Perhaps the desire of Python to be Windows compatible mitigates against some design more suitable for Unix.
Haven't played with multiprocess at scale, so am genuinely interested.