Nis*_*n.H 4 python connection multiprocessing monkey gevent
我有一个应用程序,同时使用grequests和multiprocessing.managers用于IPC通信和异步通信的RESTful HTTP上的组合。
似乎grequests在使用gevent.monkey的patch_all()方法中,破坏multiprocessing.connection了multiprocessing.manager.SyncManager类及其派生类使用的模块。
这显然不是一个孤立的问题,而是影响任何使用情况下实现multiprocessing.connetion,比如multiprocessing.pool,例如。
深入研究中的代码gevent/monkey.py,我发现与stdlib socket模块的交换gevent.socket是造成损坏的原因。可以在gevent/monkey.py以下patch_socket()功能的第115行找到:
def patch_socket(dns=True, aggressive=True):
"""Replace the standard socket object with gevent's cooperative sockets.
...
_socket.socket = socket.socket # This line breaks multiprocessing.connection!
...
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我的问题是,为什么此交换中断multiprocessing.connection,并且使用gevent.socket代替stdlib的socket模块有什么优势?也就是说,不修补socket模块会导致什么性能损失(如果有)?
Traceback (most recent call last):
File "clientWithGeventMonkeyPatch.py", line 49, in <module>
client = GetClient(host, port, authkey)
File "clientWithGeventMonkeyPatch.py", line 39, in GetClient
client.connect()
File "/usr/lib/python2.7/multiprocessing/managers.py", line 500, in connect
conn = Client(self._address, authkey=self._authkey)
File "/usr/lib/python2.7/multiprocessing/connection.py", line 175, in Client
answer_challenge(c, authkey)
File "/usr/lib/python2.7/multiprocessing/connection.py", line 414, in answer_challenge
response = connection.recv_bytes(256) # reject large message
IOError: [Errno 11] Resource temporarily unavailable
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(在ubuntu服务器11.10,python2.7.3上,安装了gevent,greenlet和grequests)
manager.py
## manager.py
import multiprocessing
import multiprocessing.managers
import datetime
class LocalManager(multiprocessing.managers.SyncManager):
def __init__(self, *args, **kwargs):
multiprocessing.managers.SyncManager.__init__(self, *args, **kwargs)
self.__type__ = 'LocalManager'
def GetManager(host, port, authkey):
def getdatetime():
return '{}'.format(datetime.datetime.now())
LocalManager.register('getdatetime', callable = getdatetime)
manager = LocalManager(address = (host, port), authkey = authkey)
manager.start()
return manager
if __name__ == '__main__':
# define our manager connection parameters
port = 55555
host = 'localhost'
authkey = 'auth1234'
# start a manager
man = GetManager(host, port, authkey)
# wait for user input to shut down
raw_input('return to shutdown')
man.shutdown()
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client.py
## client.py -- this one works
import time
import multiprocessing.managers
class RemoteClient(multiprocessing.managers.SyncManager):
def __init__(self, *args, **kwargs):
multiprocessing.managers.SyncManager.__init__(self, *args, **kwargs)
self.__type__ = 'RemoteClient'
def GetClient(host, port, authkey):
RemoteClient.register('getdatetime')
client = RemoteClient(address = (host, port), authkey = authkey)
client.connect()
return client
if __name__ == '__main__':
# define our client connection parameters
port = 55555
host = 'localhost'
authkey = 'auth1234'
# start a manager
client = GetClient(host, port, authkey)
print 'connected', client
print 'client.getdatetime()', client.getdatetime()
# wait a couple of seconds, then do it again
time.sleep(2)
print 'client.getdatetime()', client.getdatetime()
# exit...
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clientWithGeventMonkeyPatch.py
## clientWithGeventMonkeyPatch.py -- breaks, depending on patch_all() parameters
import time
import multiprocessing.managers
# this part is copied from grequests
# bear in mind that it doesn't actually do anything in this module.
try:
import gevent
from gevent import monkey as curious_george
from gevent.pool import Pool
except ImportError:
raise RuntimeError('Gevent is required for grequests.')
# this line causes breakage of the multiprocessing.manager connection auth method:
# Monkey-patch.
# patch_all() parameters with default values: socket=True, dns=True, time=True, select=True, thread=True, os=True, ssl=True, aggressive=True
curious_george.patch_all(thread=False, select=False) # breaks
#~ curious_george.patch_all(thread=False, select=False, socket = False) # works!
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = True, dns = True) # same as (thread=False, select=False); breaks
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = True, dns = False) # breaks
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = False, dns = True) # breaks
#~ curious_george.patch_all(thread=False, select=False, socket = True, aggressive = False, dns = False) # breaks
class RemoteClient(multiprocessing.managers.SyncManager):
def __init__(self, *args, **kwargs):
multiprocessing.managers.SyncManager.__init__(self, *args, **kwargs)
self.__type__ = 'RemoteClient'
def GetClient(host, port, authkey):
RemoteClient.register('getdatetime')
client = RemoteClient(address = (host, port), authkey = authkey)
client.connect()
return client
if __name__ == '__main__':
# define our client connection parameters
port = 55555
host = 'localhost'
authkey = 'auth1234'
# start a manager
client = GetClient(host, port, authkey)
print 'connected', client
print 'client.getdatetime()', client.getdatetime()
# wait a couple of seconds, then do it again
time.sleep(2)
print 'client.getdatetime()', client.getdatetime()
# exit...
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如果您不修补套接字模块,则gevent不会阻止网络操作的能力不可用,因此,一开始使用的大多数好处gevent将不可用。
gevent并multiprocessing没有真正设计为能够很好地相互配合- gevent大多是假设您正在通过它进行网络连接,并且没有绕过最高级别的Python套接字接口(multiprocessing确实如此)。