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Home/ Questions/Q 590869
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Editorial Team
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Editorial Team
Asked: May 13, 20262026-05-13T15:34:30+00:00 2026-05-13T15:34:30+00:00

I have a pool of processes that need to be executed. I would like

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I have a pool of processes that need to be executed. I would like to fully utilize the machine, so that all CPUs are executing processes. I do not want to over-subscribe the system, so what i really want is #executing_processes=#cpus at any given moment.
I also need to store the stdout,stderr and return code of each completed processes.
How can this be achieved in Python?

EDIT: by ‘process’ i mean a shell process.

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  1. Editorial Team
    Editorial Team
    2026-05-13T15:34:31+00:00Added an answer on May 13, 2026 at 3:34 pm

    If you are talking about your own, Python-implemented processes:

    The multiprocessing module gives you the ability to spawn multiple processes. In particular, it sounds like you would want to create multiprocessing.cpu_count numbers of processes, potentially in a Pool.

    If you are talking about separate programs that you want to execute through the shell:

    The subprocess module will let you spawn processes through its Popen class, which has parameters for stdin, stdout, sterr that accept file-like objects. Popen.returncode can be used to check the return code.

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