I played with a multiprocessor package and noticed that the queue can be locked for reading when:
The reader process uses get with a timeout> 0:
self.queue.get(timeout=3)
the "reader" dies, and get is blocked due to a timeout.
After this, the queue is blocked forever.
An application showing the problem
I create two child processes: Worker (puts in the queue) and Recipient (receive from the queue). Also, the parent process periodically checks whether his children live and, if necessary, launches a new child.
import multiprocessing
import procname
import time
class Receiver(multiprocessing.Process):
''' Reads from queue with 3 secs timeout '''
def __init__(self, queue):
multiprocessing.Process.__init__(self)
self.queue = queue
def run(self):
procname.setprocname('Receiver')
while True:
try:
msg = self.queue.get(timeout=3)
print '<<< `{}`, queue rlock: {}'.format(
msg, self.queue._rlock)
except multiprocessing.queues.Empty:
print '<<< EMPTY, Queue rlock: {}'.format(
self.queue._rlock)
pass
class Worker(multiprocessing.Process):
''' Puts into queue with 1 sec sleep '''
def __init__(self, queue):
multiprocessing.Process.__init__(self)
self.queue = queue
def run(self):
procname.setprocname('Worker')
while True:
time.sleep(1)
print 'Worker: putting msg, Queue size: ~{}'.format(
self.queue.qsize())
self.queue.put('msg from Worker')
if __name__ == '__main__':
queue = multiprocessing.Queue()
worker = Worker(queue)
worker.start()
receiver = Receiver(queue)
receiver.start()
while True:
time.sleep(1)
if not worker.is_alive():
print 'Restarting worker'
worker = Worker(queue)
worker.start()
if not receiver.is_alive():
print 'Restarting receiver'
receiver = Receiver(queue)
receiver.start()
What does the process tree look like in ps
bash
\_ python queuetest.py
\_ Worker
\_ Receiver
Console exit
$ python queuetest.py
Worker: putting msg, Queue size: ~0
<<< `msg from Worker`, queue rlock: <Lock(owner=None)>
Worker: putting msg, Queue size: ~0
<<< `msg from Worker`, queue rlock: <Lock(owner=None)>
Restarting receiver <-- killed Receiver with SIGTERM
Worker: putting msg, Queue size: ~0
Worker: putting msg, Queue size: ~1
Worker: putting msg, Queue size: ~2
<<< EMPTY, Queue rlock: <Lock(owner=SomeOtherProcess)>
Worker: putting msg, Queue size: ~3
Worker: putting msg, Queue size: ~4
Worker: putting msg, Queue size: ~5
<<< EMPTY, Queue rlock: <Lock(owner=SomeOtherProcess)>
Worker: putting msg, Queue size: ~6
Worker: putting msg, Queue size: ~7
? get_nowait , " ".
$ uname -sr
Linux 3.11.8-200.fc19.x86_64
$ python -V
Python 2.7.5
In [3]: multiprocessing.__version__
Out[3]: '0.70a1'
" "
- Receiver:
class Receiver(multiprocessing.Process):
def __init__(self, queue):
multiprocessing.Process.__init__(self)
self.queue = queue
def run(self):
procname.setprocname('Receiver')
while True:
time.sleep(1)
while True:
try:
msg = self.queue.get_nowait()
print '<<< `{}`, queue rlock: {}'.format(
msg, self.queue._rlock)
except multiprocessing.queues.Empty:
print '<<< EMPTY, Queue rlock: {}'.format(
self.queue._rlock)
break
.