I am trying to configure the Python logging framework to handle messages from multiple processes from a multiprocessing.Pool
. In most cases, the script will hang indefinitely, although some other behaviours have been observed such as exiting without printing all log messages.
My actual code is more complex, but I have reduced it down to the following script which breaks fairly reliably on the computers I have tested it on.
#!/usr/bin/env python3
import logging
import logging.handlers
import multiprocessing
import multiprocessing.util
L = logging.getLogger(__name__)
_globalQueue = None
_globalListener = None
def basicsetup():
global _globalQueue
global _globalListener
cf = logging.Formatter("[{levelname}] {created:.7f} {name} ({process}~{processName}): {message}", style="{")
handler = logging.StreamHandler()
handler.setLevel(logging.DEBUG)
handler.setFormatter(cf)
# Subprocesses should use the queue to send log messages back to a thread in the main process
_globalQueue = multiprocessing.Queue()
_globalListener = logging.handlers.QueueListener(_globalQueue, handler, respect_handler_level=True)
_globalListener.start()
# Configure logging for main thread
process_setup(get_queue())
def get_queue():
return _globalQueue
def process_setup(queue):
handler = logging.handlers.QueueHandler(queue)
logger = logging.getLogger()
logger.setLevel(logging.DEBUG)
logger.addHandler(handler)
def do_work(i):
# Do something that involves logging
# If nothing is logged, it works fine
L.info("Hello {} from MP".format(i))
if __name__ == "__main__":
# Also fails with other startup methods, but this is what I'm using in the actual application
multiprocessing.set_start_method("spawn")
# Optional, but more debugging info
multiprocessing.util.log_to_stderr()
# Configure logging
basicsetup()
# Set up multiprocessing pool, initialising logging in each subprocess
with multiprocessing.Pool(initializer=process_setup, initargs=(get_queue(),)) as pl:
# 100 seems to work fine, 500 fails most of the time.
# If you're having trouble reproducing the error, try bumping this number up to 1000
pl.map(do_work, range(500))
if _globalListener is not None:
# Stop the listener and join the thread it runs on.
# If we don't do this, we may lose log messages when we exit.
_globalListener.stop()
The idea of the script is to handle logging in subprocesses using a multiprocessing queue and the standard logging QueueListener and QueueHandler classes.
Expected behaviour - the script should log "Hello X from MP" 1000 times.
Actual behaviour - at some point (varies between runs, occasionally doesn't happen at all) the program will hang indefinitely. Pressing Ctrl+C will produce a traceback and some log messages then pressing Ctrl+C again will terminate the script with another traceback.
Example output in the case of a failed run (very much nondeterministic, but generally looks similar to this):
# First several hundred lines of logs removed - as far as I can tell, there's not much of interest missing.
[INFO] 1590652696.6525624 __mp_main__ (72404~SpawnPoolWorker-4): Hello 456 from MP
[INFO] 1590652696.6525996 __mp_main__ (72404~SpawnPoolWorker-4): Hello 457 from MP
[INFO] 1590652696.6526365 __mp_main__ (72404~SpawnPoolWorker-4): Hello 458 from MP
[INFO] 1590652696.6526761 __mp_main__ (72404~SpawnPoolWorker-4): Hello 459 from MP
[INFO] 1590652696.6527176 __mp_main__ (72404~SpawnPoolWorker-4): Hello 460 from MP
[INFO] 1590652696.6527598 __mp_main__ (72404~SpawnPoolWorker-4): Hello 461 from MP
^CTraceback (most recent call last):
File "./test_logging.py", line 62, in <module>
_globalListener.stop()
File "/usr/lib/python3.8/logging/handlers.py", line 1508, in stop
self._thread.join()
File "/usr/lib/python3.8/threading.py", line 1011, in join
self._wait_for_tstate_lock()
File "/usr/lib/python3.8/threading.py", line 1027, in _wait_for_tstate_lock
elif lock.acquire(block, timeout):
KeyboardInterrupt
[INFO/MainProcess] process shutting down
[DEBUG/MainProcess] running all "atexit" finalizers with priority >= 0
[DEBUG/MainProcess] telling queue thread to quit
[DEBUG/MainProcess] running the remaining "atexit" finalizers
[DEBUG/MainProcess] joining queue thread
^CError in atexit._run_exitfuncs:
Traceback (most recent call last):
File "/usr/lib/python3.8/multiprocessing/util.py", line 300, in _run_finalizers
finalizer()
File "/usr/lib/python3.8/multiprocessing/util.py", line 224, in __call__
res = self._callback(*self._args, **self._kwargs)
File "/usr/lib/python3.8/multiprocessing/queues.py", line 195, in _finalize_join
thread.join()
File "/usr/lib/python3.8/threading.py", line 1011, in join
self._wait_for_tstate_lock()
File "/usr/lib/python3.8/threading.py", line 1027, in _wait_for_tstate_lock
elif lock.acquire(block, timeout):
KeyboardInterrupt
System configuration: I have reproduced this on Python 3.8.3 on Arch Linux (up to date as of today) on 3 different machines and on Python 3.7.7 on Fedora 30.
Any insight into the problem would be much appreciated - I've been scratching my head on this one for a while.