[Chicago] multiprocessing map input object creation
Oren Livne
livne at uchicago.edu
Tue Aug 13 17:13:44 CEST 2013
Dear All,
I have 20,000 small IbdProblem objects that I'd like to pass to a
process pool. Even though I'm passing a generator expression to
pool.map, it seems that it hangs for a long time before starting to send
them to processes. Maybe all IbdProblem objects are created before
processes start working on them. Is that how multiprocessing behaves, or
maybe I am missing why it hangs? Is it possible to avoid this and only
create each IbdProblem object before it's sent to a process?
Thanks,
Oren
manager = Manager()
lock = manager.Lock()
po = Pool(processes=options.num_processes)
res = po.map(process_pair, ((IbdProblem(problem, hap1, hap2,
None, params), options, lock)
for hap1, hap2 in
read_pairs(input_file)))
--
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