Python threads and queue example

问题

I'm new to python (I come from PHP), I've been reading tutorials and trying things for a couple of days but I can't understand this queue example (http://docs.python.org/2/library/queue.html)

def worker():
    while True:
        item = q.get()
        do_work(item)
        q.task_done()

q = Queue()
for i in range(num_worker_threads):
     t = Thread(target=worker)
     t.daemon = True
     t.start()

for item in source():
    q.put(item)

q.join()       # block until all tasks are done

The thing I don't understand is how the worker thread completes and exists. I've read q.get() blocks until an item is available, so if all items are processed and none is left in the queue why q.get() doesn't block forever?

回答1:

Threads do not exit normally in this code (they are indeed blocked when the queue is empty). The program doesn't wait for them because they're daemon threads.

The program doesn't exit immediately and doesn't block forever because of q.join and q.task_done calls.

The count of unfinished tasks goes up whenever an item is added to the queue. The count goes down whenever a consumer thread calls task_done() to indicate that the item was retrieved and all work on it is complete. When the count of unfinished tasks drops to zero, join() unblocks, and the program exists without waiting for daemon threads.

回答2:

I have had the same problem. When all threads completed, I saw "sleeping threads" in process list (use top -H -p <pid> where <pid> is process id from ps aux | grep python with your script).

I solved this problem by replacing "infinite loop" while True to while not q.empty():.

It fixed the problem with "sleeping threads".

def worker():
    while not q.empty():
        item = q.get()
        do_work(item)
        q.task_done()

q = Queue()
for i in range(num_worker_threads):
     t = Thread(target=worker)
     t.daemon = True
     t.start()

for item in source():
    q.put(item)

q.join()       # block until all tasks are done

来源：https://stackoverflow.com/questions/15173975/python-threads-and-queue-example

标签

python

multithreading

queue