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December 10, 2019 00:01
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Expanded demo code for Python3 logging with multiprocessing
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import logging | |
import logging.handlers | |
import multiprocessing | |
from time import sleep | |
from random import random, randint | |
# Almost the same as the demo code, but added `console_handler` to directly | |
# read logging info from the console | |
def listener_configurer(): | |
root = logging.getLogger() | |
file_handler = logging.handlers.RotatingFileHandler('mptest.log', 'a', 300, 10) | |
console_handler = logging.StreamHandler() | |
formatter = logging.Formatter('%(asctime)s %(processName)-10s %(name)s %(levelname)-8s %(message)s') | |
file_handler.setFormatter(formatter) | |
console_handler.setFormatter(formatter) | |
root.addHandler(file_handler) | |
root.addHandler(console_handler) | |
root.setLevel(logging.DEBUG) | |
# Almost the same as the demo code, but made it into a forever loop. This is | |
# more likely to happen in an app that does not have a clear end point, e.g. | |
# a deployed IoT sensor. Another change is to show that if configurer is not | |
# passed but directly visible by the process function, calling it directly has | |
# the same effect. | |
def listener_process(queue): | |
listener_configurer() | |
while True: | |
while not queue.empty(): | |
record = queue.get() | |
logger = logging.getLogger(record.name) | |
logger.handle(record) # No level or filter logic applied - just do it! | |
sleep(1) | |
# Same as demo code | |
def worker_configurer(queue): | |
h = logging.handlers.QueueHandler(queue) # Just the one handler needed | |
root = logging.getLogger() | |
root.addHandler(h) | |
# send all messages, for demo; no other level or filter logic applied. | |
root.setLevel(logging.DEBUG) | |
# Almost the same as demo code, except the logging is simplified, and configurer | |
# is no longer passed as argument. | |
def worker_process(queue): | |
worker_configurer(queue) | |
for i in range(3): | |
sleep(random()) | |
innerlogger = logging.getLogger('worker') | |
innerlogger.info(f'Logging a random number {randint(0, 10)}') | |
def main(): | |
queue = multiprocessing.Queue(-1) | |
listener = multiprocessing.Process( | |
target=listener_process, args=(queue,)) | |
listener.start() | |
workers = [] | |
for i in range(3): | |
worker = multiprocessing.Process(target=worker_process, args=(queue,)) | |
workers.append(worker) | |
worker.start() | |
for w in workers: | |
w.join() | |
if __name__ == '__main__': | |
main() |
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