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ProcessPoolExecutor.map may hang forever when the submitted iterable is far greater than max_tasks_per_child
Internally ProcessPoolExecutor.map submits to the executor all items from the iterable (via submit). The worker process exits when the first max_tasks_per_child work items are processed but a new worker process isn't created because ProcessPoolExecutor._adjust_process_count can be invoked only in submit
I'm observing the same issue (using the same test case, with some added prints to make sure the first map completes) on Python 3.11.4 and Python 3.12.1 on Linux as well. Using range(10) is enough to see the issue. By adding print(f"work {i=}") inside the work function, I can observe that the second map only makes it to i=4, indicating that only one child process was created.
In other words, the test case:
import time
from concurrent.futures import ProcessPoolExecutor
def work(i):
print(f"work {i=}", flush=True)
time.sleep(1)
return i * i
def main():
print("main")
with ProcessPoolExecutor(max_workers=1) as executor:
print("start A", flush=True)
_ = list(executor.map(work, range(10)))
# completes
print("done A", flush=True)
with ProcessPoolExecutor(max_workers=1, max_tasks_per_child=5) as executor:
print("start B", flush=True)
_ = list(executor.map(work, range(10)))
# hangs forever
print("done B", flush=True)
if __name__ == '__main__':
main()
produces the output
$ python test.py
main
start A
work i=0
work i=1
work i=2
work i=3
work i=4
work i=5
work i=6
work i=7
work i=8
work i=9
done A
start B
work i=0
work i=1
work i=2
work i=3
work i=4
Bug report
Bug description:
Summary
ProcessPoolExecutor.map
may hang forever when the submitted iterable is far greater thanmax_tasks_per_child
Internally
ProcessPoolExecutor.map
submits to the executor all items from the iterable (viasubmit
). The worker process exits when the firstmax_tasks_per_child
work items are processed but a new worker process isn't created becauseProcessPoolExecutor._adjust_process_count
can be invoked only insubmit
Reproducible example
Expected behavior
Program exits
Actual behavor
Program hangs forever
CPython versions tested on:
3.11
Operating systems tested on:
Windows
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