[英]Is it possible to spawn a process inside a thread in Python?
我正在編寫一個程序,該程序生成一個進程並在某些條件下重新啟動該進程。 例如,如果子進程在某個時間段內不再向母進程發送數據,我希望母進程終止子進程並重新啟動它。 我以為可以使用線程從子進程中接收數據並重新啟動子進程,但是它無法按照我的方式工作。
import numpy as np
import multiprocessing as mp
import threading
import time
from apscheduler.schedulers.background import BackgroundScheduler
pipe_in, pipe_out = mp.Pipe()
class Mother():
def __init__(self):
self.pipe_out = pipe_out
self.proc = mp.Process(target = self.test_func, args=(pipe_in, ))
self.proc.start()
self.thread = threading.Thread(target=self.thread_reciever, args=(self.pipe_out, ))
self.thread.start()
def thread_reciever(self, pipe_out):
while True:
value = pipe_out.recv()
print(value)
if value == 5:
self.proc.terminate()
time.sleep(2)
self.proc = mp.Process(target = self.test_func)
self.proc.start()
def test_func(self, pipe_in):
for i in range(10):
pipe_in.send(i)
time.sleep(1)
if __name__ == '__main__':
r = Mother()
它打印出此錯誤。
D:\>d:\python36-32\python.exe temp06.py
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Exception in thread Thread-1:
Traceback (most recent call last):
File "d:\python36-32\lib\threading.py", line 916, in _bootstrap_inner
self.run()
File "d:\python36-32\lib\threading.py", line 864, in run
self._target(*self._args, **self._kwargs)
File "temp06.py", line 28, in thread_reciever
self.proc.start()
File "d:\python36-32\lib\multiprocessing\process.py", line 105, in start
self._popen = self._Popen(self)
File "d:\python36-32\lib\multiprocessing\context.py", line 223, in _Popen
return _default_context.get_context().Process._Popen(process_obj)
File "d:\python36-32\lib\multiprocessing\context.py", line 322, in _Popen
return Popen(process_obj)
File "d:\python36-32\lib\multiprocessing\popen_spawn_win32.py", line 65, in __init__
reduction.dump(process_obj, to_child)
File "d:\python36-32\lib\multiprocessing\reduction.py", line 60, in dump
ForkingPickler(file, protocol).dump(obj)
TypeError: can't pickle _thread.lock objects
D:\>Traceback (most recent call last):
File "<string>", line 1, in <module>
File "d:\python36-32\lib\multiprocessing\spawn.py", line 99, in spawn_main
new_handle = reduction.steal_handle(parent_pid, pipe_handle)
File "d:\python36-32\lib\multiprocessing\reduction.py", line 82, in steal_handle
_winapi.PROCESS_DUP_HANDLE, False, source_pid)
OSError: [WinError 87]
如何啟動和終止線程內的進程? (我正在使用線程,因為它可以同步接收來自其他進程的數據)還是有其他方法可以完成此工作?
test_func作為全局函數
import numpy as np
import multiprocessing as mp
import threading
import time
from apscheduler.schedulers.background import BackgroundScheduler
pipe_in, pipe_out = mp.Pipe()
def test_func( pipe_in):
for i in range(10):
pipe_in.send(i)
time.sleep(1)
class Mother():
def __init__(self):
self.pipe_out = pipe_out
mp.freeze_support()
self.proc = mp.Process(target = test_func, args=(pipe_in, ))
self.proc.start()
self.thread = threading.Thread(target=self.thread_reciever, args=(self.pipe_out, ))
self.thread.start()
def thread_reciever(self, pipe_out):
while True:
value = pipe_out.recv()
print(value)
if value == 5:
self.proc.terminate()
time.sleep(2)
mp.freeze_support()
self.proc = mp.Process(target = test_func, args=(pipe_in,))
self.proc.start()
if __name__ == '__main__':
r = Mother()
輸出值
D:\> d:\python36-32\python.exe temp06.py
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Traceback (most recent call last):
File "<string>", line 1, in <module>
File "d:\python36-32\lib\multiprocessing\spawn.py", line 105, in spawn_main
exitcode = _main(fd)
File "d:\python36-32\lib\multiprocessing\spawn.py", line 115, in _main
self = reduction.pickle.load(from_parent)
AttributeError: Can't get attribute 'test_func' on <module '__main__' (built-in)>
在Windows下,由於沒有fork
系統調用,因此python啟動一個新的解釋器實例,使用pickle
/ unpickle
重構執行上下文,但是thread.Lock
不可thread.Lock
。 腌制self.test_func
,將self.thread
引用到thread.Lock
對象,使其無法腌制。
您可以簡單地將test_func
更改為簡單的全局函數,而無需引用線程對象:
self.proc = mp.Process(target = test_func, args=(pipe_in,))
...
def test_func(pipe_in):
for i in range(10):
pipe_in.send(i)
time.sleep(1)
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