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Python multiprocessing on Windows 10

I'm running some code on both a Windows 7 pc and a Windows 10 laptop:

def project(filename):
    **Do Something Here**


if __name__ == '__main__':
    pool = Pool(processes=4)
    results = [pool.apply_async(project, args=(filename,)) for filename in filenamelist]
    output = [p.get() for p in results]
    print output

Both computers are dual core/4 threads, so they should both be fine running 4 processes. The problem I have is that when I run the code on Windows 10 I get 4 python processes running, but they use 0% of the cpu and they will not output anything, unlike the Windows 7 pc which will run at full usage on all 4 threads and work perfectly.

The code works fine on the Windows 10 laptop if I don't use multiprocessing, so the problem must be related to that. Does multiprocessing with Python not work in Windows 10 yet? I am running Python 2.7 on both machines by the way.

[Edit]: Windows 7 pc processor is an i5-650, Windows 10 laptop processor is an i3-2370M

[Update]: I reverted the laptop back to Windows 8.1 and the exact same code runs as intended, this is definitely a Windows 10 issue.

[Edit]: The method I'm using to generate the filenamelist is as follows, however this works fine on Windows 7.

def get_unfinished_files(indir, outdir):
    filenamelist = []
    for filename in os.listdir(indir):
        if filename not in os.listdir(outdir) and filename.endswith('.png'):
            filenamelist.append(filename)
    return filenamelist
like image 784
adam b Avatar asked Aug 30 '15 11:08

adam b


1 Answers

Had similar issue. As I found, it was just a bug in python in my case: https://bugs.python.org/issue35797

It occurs when using multiprocessing through venv.

Bugfix is released in Python 3.7.3.

like image 168
Name Avatar answered Oct 20 '22 12:10

Name