How do I handle exceptions when using threading and Queue?
If I have a program that uses threading and Queue, how do I get exceptions to stop execution? Here is an example program, which is not possible to stop with ctrl-c (basically ripped from the python docs).
from threading import Thread from Queue import Queue from time import sleep def do_work(item): sleep(0.5) print "working" , item def worker(): while True: item = q.get() do_work(item) q.task_done() q = Queue() num_worker_threads = 10 for i in range(num_worker_threads): t = Thread(target=worker) # t.setDaemon(True) t.start() for item in range(1, 10000): q.put(item) q.join() # block until all tasks are done
Asked by: Caroline617 | Posted: 06-12-2021
The simplest way is to start all the worker threads as daemon threads, then just have your main loop be
while True: sleep(1)
Hitting Ctrl+C will throw an exception in your main thread, and all of the daemon threads will exit when the interpreter exits. This assumes you don't want to perform cleanup in all of those threads before they exit.
A more complex way is to have a global
stopped = Event() def worker(): while not stopped.is_set(): try: item = q.get_nowait() do_work(item) except Empty: # import the Empty exception from the Queue module stopped.wait(1)
Then your main loop can set the
stopped Event to
False when it gets a
try: while not stopped.is_set(): stopped.wait(1) except KeyboardInterrupt: stopped.set()
This lets your worker threads finish what they're doing you want instead of just having every worker thread be a daemon and exit in the middle of execution. You can also do whatever cleanup you want.
Note that this example doesn't make use of
q.join() - this makes things more complex, though you can still use it. If you do then your best bet is to use signal handlers instead of exceptions to detect
KeyboardInterrupts. For example:
from signal import signal, SIGINT def stop(signum, frame): stopped.set() signal(SIGINT, stop)
This lets you define what happens when you hit Ctrl+C without affecting whatever your main loop is in the middle of. So you can keep doing
q.join() without worrying about being interrupted by a Ctrl+C. Of course, with my above examples, you don't need to be joining, but you might have some other reason for doing so.
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