Multiprocessing Queue maxsize limit is 32767
I'm trying to write a Python 2.6 (OSX) program using multiprocessing, and I want to populate a Queue with more than the default of 32767 items.
from multiprocessing import Queue
Queue(2**15) # raises OSError
Queue(32767) works fine, but any higher number (e.g. Queue(32768)) fails with OSError: [Errno 22] Invalid argument
Is there a workaround for this issue?
Answer
One approach would be to wrap your multiprocessing.Queue with a custom class (just on the producer side, or transparently from the consumer perspective). Using that you would queue up items to be dispatched to the Queue object that you're wrapping, and only feed things from the local queue (Python list() object) into the multiprocess.Queue as space becomes available, with exception handling to throttle when the Queue is full.
That's probably the easiest approach since it should have the minimum impact on the rest of your code. The custom class should behave just like a Queue while hiding the underlying multiprocessing.Queue behind your abstraction.
(One approach might be to have your producer use threads, one thread to manage the dispatch from a threading Queue to your multiprocessing.Queue and any other threads actually just feeding the threading Queue).