add the multiprocessing package to fulfill PEP 371
diff --git a/Lib/multiprocessing/__init__.py b/Lib/multiprocessing/__init__.py
new file mode 100644
index 0000000..5352be0
--- /dev/null
+++ b/Lib/multiprocessing/__init__.py
@@ -0,0 +1,269 @@
+#
+# Package analogous to 'threading.py' but using processes
+#
+# multiprocessing/__init__.py
+#
+# This package is intended to duplicate the functionality (and much of
+# the API) of threading.py but uses processes instead of threads. A
+# subpackage 'multiprocessing.dummy' has the same API but is a simple
+# wrapper for 'threading'.
+#
+# Try calling `multiprocessing.doc.main()` to read the html
+# documentation in in a webbrowser.
+#
+#
+# Copyright (c) 2006-2008, R Oudkerk
+# All rights reserved.
+#
+# Redistribution and use in source and binary forms, with or without
+# modification, are permitted provided that the following conditions
+# are met:
+#
+# 1. Redistributions of source code must retain the above copyright
+# notice, this list of conditions and the following disclaimer.
+# 2. Redistributions in binary form must reproduce the above copyright
+# notice, this list of conditions and the following disclaimer in the
+# documentation and/or other materials provided with the distribution.
+# 3. Neither the name of author nor the names of any contributors may be
+# used to endorse or promote products derived from this software
+# without specific prior written permission.
+#
+# THIS SOFTWARE IS PROVIDED BY THE AUTHOR AND CONTRIBUTORS "AS IS" AND
+# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+# ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR OR CONTRIBUTORS BE LIABLE
+# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
+# OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
+# HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
+# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
+# OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
+#
+
+__version__ = '0.70a1'
+
+__all__ = [
+ 'Process', 'current_process', 'active_children', 'freeze_support',
+ 'Manager', 'Pipe', 'cpu_count', 'log_to_stderr', 'get_logger',
+ 'allow_connection_pickling', 'BufferTooShort', 'TimeoutError',
+ 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore', 'Condition',
+ 'Event', 'Queue', 'JoinableQueue', 'Pool', 'Value', 'Array',
+ 'RawValue', 'RawArray'
+ ]
+
+__author__ = 'R. Oudkerk (r.m.oudkerk@gmail.com)'
+
+#
+# Imports
+#
+
+import os
+import sys
+
+import _multiprocessing
+from multiprocessing.process import Process, current_process, active_children
+
+#
+# Exceptions
+#
+
+class ProcessError(Exception):
+ pass
+
+class BufferTooShort(ProcessError):
+ pass
+
+class TimeoutError(ProcessError):
+ pass
+
+class AuthenticationError(ProcessError):
+ pass
+
+#
+# Definitions not depending on native semaphores
+#
+
+def Manager():
+ '''
+ Returns a manager associated with a running server process
+
+ The managers methods such as `Lock()`, `Condition()` and `Queue()`
+ can be used to create shared objects.
+ '''
+ from multiprocessing.managers import SyncManager
+ m = SyncManager()
+ m.start()
+ return m
+
+def Pipe(duplex=True):
+ '''
+ Returns two connection object connected by a pipe
+ '''
+ from multiprocessing.connection import Pipe
+ return Pipe(duplex)
+
+def cpu_count():
+ '''
+ Returns the number of CPUs in the system
+ '''
+ if sys.platform == 'win32':
+ try:
+ num = int(os.environ['NUMBER_OF_PROCESSORS'])
+ except (ValueError, KeyError):
+ num = 0
+ elif sys.platform == 'darwin':
+ try:
+ num = int(os.popen('sysctl -n hw.ncpu').read())
+ except ValueError:
+ num = 0
+ else:
+ try:
+ num = os.sysconf('SC_NPROCESSORS_ONLN')
+ except (ValueError, OSError, AttributeError):
+ num = 0
+
+ if num >= 1:
+ return num
+ else:
+ raise NotImplementedError('cannot determine number of cpus')
+
+def freeze_support():
+ '''
+ Check whether this is a fake forked process in a frozen executable.
+ If so then run code specified by commandline and exit.
+ '''
+ if sys.platform == 'win32' and getattr(sys, 'frozen', False):
+ from multiprocessing.forking import freeze_support
+ freeze_support()
+
+def get_logger():
+ '''
+ Return package logger -- if it does not already exist then it is created
+ '''
+ from multiprocessing.util import get_logger
+ return get_logger()
+
+def log_to_stderr(level=None):
+ '''
+ Turn on logging and add a handler which prints to stderr
+ '''
+ from multiprocessing.util import log_to_stderr
+ return log_to_stderr(level)
+
+def allow_connection_pickling():
+ '''
+ Install support for sending connections and sockets between processes
+ '''
+ from multiprocessing import reduction
+
+#
+# Definitions depending on native semaphores
+#
+
+def Lock():
+ '''
+ Returns a non-recursive lock object
+ '''
+ from multiprocessing.synchronize import Lock
+ return Lock()
+
+def RLock():
+ '''
+ Returns a recursive lock object
+ '''
+ from multiprocessing.synchronize import RLock
+ return RLock()
+
+def Condition(lock=None):
+ '''
+ Returns a condition object
+ '''
+ from multiprocessing.synchronize import Condition
+ return Condition(lock)
+
+def Semaphore(value=1):
+ '''
+ Returns a semaphore object
+ '''
+ from multiprocessing.synchronize import Semaphore
+ return Semaphore(value)
+
+def BoundedSemaphore(value=1):
+ '''
+ Returns a bounded semaphore object
+ '''
+ from multiprocessing.synchronize import BoundedSemaphore
+ return BoundedSemaphore(value)
+
+def Event():
+ '''
+ Returns an event object
+ '''
+ from multiprocessing.synchronize import Event
+ return Event()
+
+def Queue(maxsize=0):
+ '''
+ Returns a queue object
+ '''
+ from multiprocessing.queues import Queue
+ return Queue(maxsize)
+
+def JoinableQueue(maxsize=0):
+ '''
+ Returns a queue object
+ '''
+ from multiprocessing.queues import JoinableQueue
+ return JoinableQueue(maxsize)
+
+def Pool(processes=None, initializer=None, initargs=()):
+ '''
+ Returns a process pool object
+ '''
+ from multiprocessing.pool import Pool
+ return Pool(processes, initializer, initargs)
+
+def RawValue(typecode_or_type, *args):
+ '''
+ Returns a shared object
+ '''
+ from multiprocessing.sharedctypes import RawValue
+ return RawValue(typecode_or_type, *args)
+
+def RawArray(typecode_or_type, size_or_initializer):
+ '''
+ Returns a shared array
+ '''
+ from multiprocessing.sharedctypes import RawArray
+ return RawArray(typecode_or_type, size_or_initializer)
+
+def Value(typecode_or_type, *args, **kwds):
+ '''
+ Returns a synchronized shared object
+ '''
+ from multiprocessing.sharedctypes import Value
+ return Value(typecode_or_type, *args, **kwds)
+
+def Array(typecode_or_type, size_or_initializer, **kwds):
+ '''
+ Returns a synchronized shared array
+ '''
+ from multiprocessing.sharedctypes import Array
+ return Array(typecode_or_type, size_or_initializer, **kwds)
+
+#
+#
+#
+
+if sys.platform == 'win32':
+
+ def set_executable(executable):
+ '''
+ Sets the path to a python.exe or pythonw.exe binary used to run
+ child processes on Windows instead of sys.executable.
+ Useful for people embedding Python.
+ '''
+ from multiprocessing.forking import set_executable
+ set_executable(executable)
+
+ __all__ += ['set_executable']
diff --git a/Lib/multiprocessing/connection.py b/Lib/multiprocessing/connection.py
new file mode 100644
index 0000000..752d9ab
--- /dev/null
+++ b/Lib/multiprocessing/connection.py
@@ -0,0 +1,425 @@
+#
+# A higher level module for using sockets (or Windows named pipes)
+#
+# multiprocessing/connection.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = [ 'Client', 'Listener', 'Pipe' ]
+
+import os
+import sys
+import socket
+import time
+import tempfile
+import itertools
+
+import _multiprocessing
+from multiprocessing import current_process
+from multiprocessing.util import get_temp_dir, Finalize, sub_debug, debug
+from multiprocessing.forking import duplicate, close
+
+
+#
+#
+#
+
+BUFSIZE = 8192
+
+_mmap_counter = itertools.count()
+
+default_family = 'AF_INET'
+families = ['AF_INET']
+
+if hasattr(socket, 'AF_UNIX'):
+ default_family = 'AF_UNIX'
+ families += ['AF_UNIX']
+
+if sys.platform == 'win32':
+ default_family = 'AF_PIPE'
+ families += ['AF_PIPE']
+
+#
+#
+#
+
+def arbitrary_address(family):
+ '''
+ Return an arbitrary free address for the given family
+ '''
+ if family == 'AF_INET':
+ return ('localhost', 0)
+ elif family == 'AF_UNIX':
+ return tempfile.mktemp(prefix='listener-', dir=get_temp_dir())
+ elif family == 'AF_PIPE':
+ return tempfile.mktemp(prefix=r'\\.\pipe\pyc-%d-%d-' %
+ (os.getpid(), _mmap_counter.next()))
+ else:
+ raise ValueError('unrecognized family')
+
+
+def address_type(address):
+ '''
+ Return the types of the address
+
+ This can be 'AF_INET', 'AF_UNIX', or 'AF_PIPE'
+ '''
+ if type(address) == tuple:
+ return 'AF_INET'
+ elif type(address) is str and address.startswith('\\\\'):
+ return 'AF_PIPE'
+ elif type(address) is str:
+ return 'AF_UNIX'
+ else:
+ raise ValueError('address type of %r unrecognized' % address)
+
+#
+# Public functions
+#
+
+class Listener(object):
+ '''
+ Returns a listener object.
+
+ This is a wrapper for a bound socket which is 'listening' for
+ connections, or for a Windows named pipe.
+ '''
+ def __init__(self, address=None, family=None, backlog=1, authkey=None):
+ family = family or (address and address_type(address)) \
+ or default_family
+ address = address or arbitrary_address(family)
+
+ if family == 'AF_PIPE':
+ self._listener = PipeListener(address, backlog)
+ else:
+ self._listener = SocketListener(address, family, backlog)
+
+ if authkey is not None and not isinstance(authkey, bytes):
+ raise TypeError, 'authkey should be a byte string'
+
+ self._authkey = authkey
+
+ def accept(self):
+ '''
+ Accept a connection on the bound socket or named pipe of `self`.
+
+ Returns a `Connection` object.
+ '''
+ c = self._listener.accept()
+ if self._authkey:
+ deliver_challenge(c, self._authkey)
+ answer_challenge(c, self._authkey)
+ return c
+
+ def close(self):
+ '''
+ Close the bound socket or named pipe of `self`.
+ '''
+ return self._listener.close()
+
+ address = property(lambda self: self._listener._address)
+ last_accepted = property(lambda self: self._listener._last_accepted)
+
+
+def Client(address, family=None, authkey=None):
+ '''
+ Returns a connection to the address of a `Listener`
+ '''
+ family = family or address_type(address)
+ if family == 'AF_PIPE':
+ c = PipeClient(address)
+ else:
+ c = SocketClient(address)
+
+ if authkey is not None and not isinstance(authkey, bytes):
+ raise TypeError, 'authkey should be a byte string'
+
+ if authkey is not None:
+ answer_challenge(c, authkey)
+ deliver_challenge(c, authkey)
+
+ return c
+
+
+if sys.platform != 'win32':
+
+ def Pipe(duplex=True):
+ '''
+ Returns pair of connection objects at either end of a pipe
+ '''
+ if duplex:
+ s1, s2 = socket.socketpair()
+ c1 = _multiprocessing.Connection(os.dup(s1.fileno()))
+ c2 = _multiprocessing.Connection(os.dup(s2.fileno()))
+ s1.close()
+ s2.close()
+ else:
+ fd1, fd2 = os.pipe()
+ c1 = _multiprocessing.Connection(fd1, writable=False)
+ c2 = _multiprocessing.Connection(fd2, readable=False)
+
+ return c1, c2
+
+else:
+
+ from ._multiprocessing import win32
+
+ def Pipe(duplex=True):
+ '''
+ Returns pair of connection objects at either end of a pipe
+ '''
+ address = arbitrary_address('AF_PIPE')
+ if duplex:
+ openmode = win32.PIPE_ACCESS_DUPLEX
+ access = win32.GENERIC_READ | win32.GENERIC_WRITE
+ obsize, ibsize = BUFSIZE, BUFSIZE
+ else:
+ openmode = win32.PIPE_ACCESS_INBOUND
+ access = win32.GENERIC_WRITE
+ obsize, ibsize = 0, BUFSIZE
+
+ h1 = win32.CreateNamedPipe(
+ address, openmode,
+ win32.PIPE_TYPE_MESSAGE | win32.PIPE_READMODE_MESSAGE |
+ win32.PIPE_WAIT,
+ 1, obsize, ibsize, win32.NMPWAIT_WAIT_FOREVER, win32.NULL
+ )
+ h2 = win32.CreateFile(
+ address, access, 0, win32.NULL, win32.OPEN_EXISTING, 0, win32.NULL
+ )
+ win32.SetNamedPipeHandleState(
+ h2, win32.PIPE_READMODE_MESSAGE, None, None
+ )
+
+ try:
+ win32.ConnectNamedPipe(h1, win32.NULL)
+ except WindowsError, e:
+ if e.args[0] != win32.ERROR_PIPE_CONNECTED:
+ raise
+
+ c1 = _multiprocessing.PipeConnection(h1, writable=duplex)
+ c2 = _multiprocessing.PipeConnection(h2, readable=duplex)
+
+ return c1, c2
+
+#
+# Definitions for connections based on sockets
+#
+
+class SocketListener(object):
+ '''
+ Represtation of a socket which is bound to an address and listening
+ '''
+ def __init__(self, address, family, backlog=1):
+ self._socket = socket.socket(getattr(socket, family))
+ self._socket.bind(address)
+ self._socket.listen(backlog)
+ address = self._socket.getsockname()
+ if type(address) is tuple:
+ address = (socket.getfqdn(address[0]),) + address[1:]
+ self._address = address
+ self._family = family
+ self._last_accepted = None
+
+ sub_debug('listener bound to address %r', self._address)
+
+ if family == 'AF_UNIX':
+ self._unlink = Finalize(
+ self, os.unlink, args=(self._address,), exitpriority=0
+ )
+ else:
+ self._unlink = None
+
+ def accept(self):
+ s, self._last_accepted = self._socket.accept()
+ fd = duplicate(s.fileno())
+ conn = _multiprocessing.Connection(fd)
+ s.close()
+ return conn
+
+ def close(self):
+ self._socket.close()
+ if self._unlink is not None:
+ self._unlink()
+
+
+def SocketClient(address):
+ '''
+ Return a connection object connected to the socket given by `address`
+ '''
+ family = address_type(address)
+ s = socket.socket( getattr(socket, family) )
+
+ while 1:
+ try:
+ s.connect(address)
+ except socket.error, e:
+ if e.args[0] != 10061: # 10061 => connection refused
+ debug('failed to connect to address %s', address)
+ raise
+ time.sleep(0.01)
+ else:
+ break
+ else:
+ raise
+
+ fd = duplicate(s.fileno())
+ conn = _multiprocessing.Connection(fd)
+ s.close()
+ return conn
+
+#
+# Definitions for connections based on named pipes
+#
+
+if sys.platform == 'win32':
+
+ class PipeListener(object):
+ '''
+ Representation of a named pipe
+ '''
+ def __init__(self, address, backlog=None):
+ self._address = address
+ handle = win32.CreateNamedPipe(
+ address, win32.PIPE_ACCESS_DUPLEX,
+ win32.PIPE_TYPE_MESSAGE | win32.PIPE_READMODE_MESSAGE |
+ win32.PIPE_WAIT,
+ win32.PIPE_UNLIMITED_INSTANCES, BUFSIZE, BUFSIZE,
+ win32.NMPWAIT_WAIT_FOREVER, win32.NULL
+ )
+ self._handle_queue = [handle]
+ self._last_accepted = None
+
+ sub_debug('listener created with address=%r', self._address)
+
+ self.close = Finalize(
+ self, PipeListener._finalize_pipe_listener,
+ args=(self._handle_queue, self._address), exitpriority=0
+ )
+
+ def accept(self):
+ newhandle = win32.CreateNamedPipe(
+ self._address, win32.PIPE_ACCESS_DUPLEX,
+ win32.PIPE_TYPE_MESSAGE | win32.PIPE_READMODE_MESSAGE |
+ win32.PIPE_WAIT,
+ win32.PIPE_UNLIMITED_INSTANCES, BUFSIZE, BUFSIZE,
+ win32.NMPWAIT_WAIT_FOREVER, win32.NULL
+ )
+ self._handle_queue.append(newhandle)
+ handle = self._handle_queue.pop(0)
+ try:
+ win32.ConnectNamedPipe(handle, win32.NULL)
+ except WindowsError, e:
+ if e.args[0] != win32.ERROR_PIPE_CONNECTED:
+ raise
+ return _multiprocessing.PipeConnection(handle)
+
+ @staticmethod
+ def _finalize_pipe_listener(queue, address):
+ sub_debug('closing listener with address=%r', address)
+ for handle in queue:
+ close(handle)
+
+ def PipeClient(address):
+ '''
+ Return a connection object connected to the pipe given by `address`
+ '''
+ while 1:
+ try:
+ win32.WaitNamedPipe(address, 1000)
+ h = win32.CreateFile(
+ address, win32.GENERIC_READ | win32.GENERIC_WRITE,
+ 0, win32.NULL, win32.OPEN_EXISTING, 0, win32.NULL
+ )
+ except WindowsError, e:
+ if e.args[0] not in (win32.ERROR_SEM_TIMEOUT,
+ win32.ERROR_PIPE_BUSY):
+ raise
+ else:
+ break
+ else:
+ raise
+
+ win32.SetNamedPipeHandleState(
+ h, win32.PIPE_READMODE_MESSAGE, None, None
+ )
+ return _multiprocessing.PipeConnection(h)
+
+#
+# Authentication stuff
+#
+
+MESSAGE_LENGTH = 20
+
+CHALLENGE = '#CHALLENGE#'
+WELCOME = '#WELCOME#'
+FAILURE = '#FAILURE#'
+
+if sys.version_info >= (3, 0): # XXX can use bytes literals in 2.6/3.0
+ CHALLENGE = CHALLENGE.encode('ascii')
+ WELCOME = WELCOME.encode('ascii')
+ FAILURE = FAILURE.encode('ascii')
+
+def deliver_challenge(connection, authkey):
+ import hmac
+ assert isinstance(authkey, bytes)
+ message = os.urandom(MESSAGE_LENGTH)
+ connection.send_bytes(CHALLENGE + message)
+ digest = hmac.new(authkey, message).digest()
+ response = connection.recv_bytes(256) # reject large message
+ if response == digest:
+ connection.send_bytes(WELCOME)
+ else:
+ connection.send_bytes(FAILURE)
+ raise AuthenticationError('digest received was wrong')
+
+def answer_challenge(connection, authkey):
+ import hmac
+ assert isinstance(authkey, bytes)
+ message = connection.recv_bytes(256) # reject large message
+ assert message[:len(CHALLENGE)] == CHALLENGE, 'message = %r' % message
+ message = message[len(CHALLENGE):]
+ digest = hmac.new(authkey, message).digest()
+ connection.send_bytes(digest)
+ response = connection.recv_bytes(256) # reject large message
+ if response != WELCOME:
+ raise AuthenticationError('digest sent was rejected')
+
+#
+# Support for using xmlrpclib for serialization
+#
+
+class ConnectionWrapper(object):
+ def __init__(self, conn, dumps, loads):
+ self._conn = conn
+ self._dumps = dumps
+ self._loads = loads
+ for attr in ('fileno', 'close', 'poll', 'recv_bytes', 'send_bytes'):
+ obj = getattr(conn, attr)
+ setattr(self, attr, obj)
+ def send(self, obj):
+ s = self._dumps(obj)
+ self._conn.send_bytes(s)
+ def recv(self):
+ s = self._conn.recv_bytes()
+ return self._loads(s)
+
+def _xml_dumps(obj):
+ return xmlrpclib.dumps((obj,), None, None, None, 1).encode('utf8')
+
+def _xml_loads(s):
+ (obj,), method = xmlrpclib.loads(s.decode('utf8'))
+ return obj
+
+class XmlListener(Listener):
+ def accept(self):
+ global xmlrpclib
+ import xmlrpclib
+ obj = Listener.accept(self)
+ return ConnectionWrapper(obj, _xml_dumps, _xml_loads)
+
+def XmlClient(*args, **kwds):
+ global xmlrpclib
+ import xmlrpclib
+ return ConnectionWrapper(Client(*args, **kwds), _xml_dumps, _xml_loads)
diff --git a/Lib/multiprocessing/dummy/__init__.py b/Lib/multiprocessing/dummy/__init__.py
new file mode 100644
index 0000000..e35ccee
--- /dev/null
+++ b/Lib/multiprocessing/dummy/__init__.py
@@ -0,0 +1,143 @@
+#
+# Support for the API of the multiprocessing package using threads
+#
+# multiprocessing/dummy/__init__.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = [
+ 'Process', 'current_process', 'active_children', 'freeze_support',
+ 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore', 'Condition',
+ 'Event', 'Queue', 'Manager', 'Pipe', 'Pool', 'JoinableQueue'
+ ]
+
+#
+# Imports
+#
+
+import threading
+import sys
+import weakref
+import array
+import itertools
+
+from multiprocessing import TimeoutError, cpu_count
+from multiprocessing.dummy.connection import Pipe
+from threading import Lock, RLock, Semaphore, BoundedSemaphore
+from threading import Event
+from Queue import Queue
+
+#
+#
+#
+
+class DummyProcess(threading.Thread):
+
+ def __init__(self, group=None, target=None, name=None, args=(), kwargs={}):
+ threading.Thread.__init__(self, group, target, name, args, kwargs)
+ self._pid = None
+ self._children = weakref.WeakKeyDictionary()
+ self._start_called = False
+ self._parent = current_process()
+
+ def start(self):
+ assert self._parent is current_process()
+ self._start_called = True
+ self._parent._children[self] = None
+ threading.Thread.start(self)
+
+ def get_exitcode(self):
+ if self._start_called and not self.isAlive():
+ return 0
+ else:
+ return None
+
+ # XXX
+ if sys.version_info < (3, 0):
+ is_alive = threading.Thread.isAlive.im_func
+ get_name = threading.Thread.getName.im_func
+ set_name = threading.Thread.setName.im_func
+ is_daemon = threading.Thread.isDaemon.im_func
+ set_daemon = threading.Thread.setDaemon.im_func
+ else:
+ is_alive = threading.Thread.isAlive
+ get_name = threading.Thread.getName
+ set_name = threading.Thread.setName
+ is_daemon = threading.Thread.isDaemon
+ set_daemon = threading.Thread.setDaemon
+
+#
+#
+#
+
+class Condition(threading._Condition):
+ # XXX
+ if sys.version_info < (3, 0):
+ notify_all = threading._Condition.notifyAll.im_func
+ else:
+ notify_all = threading._Condition.notifyAll
+
+#
+#
+#
+
+Process = DummyProcess
+current_process = threading.currentThread
+current_process()._children = weakref.WeakKeyDictionary()
+
+def active_children():
+ children = current_process()._children
+ for p in list(children):
+ if not p.isAlive():
+ children.pop(p, None)
+ return list(children)
+
+def freeze_support():
+ pass
+
+#
+#
+#
+
+class Namespace(object):
+ def __init__(self, **kwds):
+ self.__dict__.update(kwds)
+ def __repr__(self):
+ items = self.__dict__.items()
+ temp = []
+ for name, value in items:
+ if not name.startswith('_'):
+ temp.append('%s=%r' % (name, value))
+ temp.sort()
+ return 'Namespace(%s)' % str.join(', ', temp)
+
+dict = dict
+list = list
+
+def Array(typecode, sequence, lock=True):
+ return array.array(typecode, sequence)
+
+class Value(object):
+ def __init__(self, typecode, value, lock=True):
+ self._typecode = typecode
+ self._value = value
+ def _get(self):
+ return self._value
+ def _set(self, value):
+ self._value = value
+ value = property(_get, _set)
+ def __repr__(self):
+ return '<%r(%r, %r)>'%(type(self).__name__,self._typecode,self._value)
+
+def Manager():
+ return sys.modules[__name__]
+
+def shutdown():
+ pass
+
+def Pool(processes=None, initializer=None, initargs=()):
+ from multiprocessing.pool import ThreadPool
+ return ThreadPool(processes, initializer, initargs)
+
+JoinableQueue = Queue
diff --git a/Lib/multiprocessing/dummy/connection.py b/Lib/multiprocessing/dummy/connection.py
new file mode 100644
index 0000000..dd2bcb9
--- /dev/null
+++ b/Lib/multiprocessing/dummy/connection.py
@@ -0,0 +1,61 @@
+#
+# Analogue of `multiprocessing.connection` which uses queues instead of sockets
+#
+# multiprocessing/dummy/connection.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = [ 'Client', 'Listener', 'Pipe' ]
+
+from Queue import Queue
+
+
+families = [None]
+
+
+class Listener(object):
+
+ def __init__(self, address=None, family=None, backlog=1):
+ self._backlog_queue = Queue(backlog)
+
+ def accept(self):
+ return Connection(*self._backlog_queue.get())
+
+ def close(self):
+ self._backlog_queue = None
+
+ address = property(lambda self: self._backlog_queue)
+
+
+def Client(address):
+ _in, _out = Queue(), Queue()
+ address.put((_out, _in))
+ return Connection(_in, _out)
+
+
+def Pipe(duplex=True):
+ a, b = Queue(), Queue()
+ return Connection(a, b), Connection(b, a)
+
+
+class Connection(object):
+
+ def __init__(self, _in, _out):
+ self._out = _out
+ self._in = _in
+ self.send = self.send_bytes = _out.put
+ self.recv = self.recv_bytes = _in.get
+
+ def poll(self, timeout=0.0):
+ if self._in.qsize() > 0:
+ return True
+ if timeout <= 0.0:
+ return False
+ self._in.not_empty.acquire()
+ self._in.not_empty.wait(timeout)
+ self._in.not_empty.release()
+ return self._in.qsize() > 0
+
+ def close(self):
+ pass
diff --git a/Lib/multiprocessing/forking.py b/Lib/multiprocessing/forking.py
new file mode 100644
index 0000000..2c1d3cf
--- /dev/null
+++ b/Lib/multiprocessing/forking.py
@@ -0,0 +1,429 @@
+#
+# Module for starting a process object using os.fork() or CreateProcess()
+#
+# multiprocessing/forking.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+import os
+import sys
+import signal
+
+from multiprocessing import util, process
+
+__all__ = ['Popen', 'assert_spawning', 'exit', 'duplicate', 'close']
+
+#
+# Check that the current thread is spawning a child process
+#
+
+def assert_spawning(self):
+ if not Popen.thread_is_spawning():
+ raise RuntimeError(
+ '%s objects should only be shared between processes'
+ ' through inheritance' % type(self).__name__
+ )
+
+#
+# Unix
+#
+
+if sys.platform != 'win32':
+ import time
+
+ exit = os._exit
+ duplicate = os.dup
+ close = os.close
+
+ #
+ # We define a Popen class similar to the one from subprocess, but
+ # whose constructor takes a process object as its argument.
+ #
+
+ class Popen(object):
+
+ def __init__(self, process_obj):
+ sys.stdout.flush()
+ sys.stderr.flush()
+ self.returncode = None
+
+ self.pid = os.fork()
+ if self.pid == 0:
+ if 'random' in sys.modules:
+ import random
+ random.seed()
+ code = process_obj._bootstrap()
+ sys.stdout.flush()
+ sys.stderr.flush()
+ os._exit(code)
+
+ def poll(self, flag=os.WNOHANG):
+ if self.returncode is None:
+ pid, sts = os.waitpid(self.pid, flag)
+ if pid == self.pid:
+ if os.WIFSIGNALED(sts):
+ self.returncode = -os.WTERMSIG(sts)
+ else:
+ assert os.WIFEXITED(sts)
+ self.returncode = os.WEXITSTATUS(sts)
+ return self.returncode
+
+ def wait(self, timeout=None):
+ if timeout is None:
+ return self.poll(0)
+ deadline = time.time() + timeout
+ delay = 0.0005
+ while 1:
+ res = self.poll()
+ if res is not None:
+ break
+ remaining = deadline - time.time()
+ if remaining <= 0:
+ break
+ delay = min(delay * 2, remaining, 0.05)
+ time.sleep(delay)
+ return res
+
+ def terminate(self):
+ if self.returncode is None:
+ try:
+ os.kill(self.pid, signal.SIGTERM)
+ except OSError, e:
+ if self.wait(timeout=0.1) is None:
+ raise
+
+ @staticmethod
+ def thread_is_spawning():
+ return False
+
+#
+# Windows
+#
+
+else:
+ import thread
+ import msvcrt
+ import _subprocess
+ import copy_reg
+ import time
+
+ from ._multiprocessing import win32, Connection, PipeConnection
+ from .util import Finalize
+
+ try:
+ from cPickle import dump, load, HIGHEST_PROTOCOL
+ except ImportError:
+ from pickle import dump, load, HIGHEST_PROTOCOL
+
+ #
+ #
+ #
+
+ TERMINATE = 0x10000
+ WINEXE = (sys.platform == 'win32' and getattr(sys, 'frozen', False))
+
+ exit = win32.ExitProcess
+ close = win32.CloseHandle
+
+ #
+ # _python_exe is the assumed path to the python executable.
+ # People embedding Python want to modify it.
+ #
+
+ if sys.executable.lower().endswith('pythonservice.exe'):
+ _python_exe = os.path.join(sys.exec_prefix, 'python.exe')
+ else:
+ _python_exe = sys.executable
+
+ def set_executable(exe):
+ global _python_exe
+ _python_exe = exe
+
+ #
+ #
+ #
+
+ def duplicate(handle, target_process=None, inheritable=False):
+ if target_process is None:
+ target_process = _subprocess.GetCurrentProcess()
+ return _subprocess.DuplicateHandle(
+ _subprocess.GetCurrentProcess(), handle, target_process,
+ 0, inheritable, _subprocess.DUPLICATE_SAME_ACCESS
+ ).Detach()
+
+ #
+ # We define a Popen class similar to the one from subprocess, but
+ # whose constructor takes a process object as its argument.
+ #
+
+ class Popen(object):
+ '''
+ Start a subprocess to run the code of a process object
+ '''
+ _tls = thread._local()
+
+ def __init__(self, process_obj):
+ # create pipe for communication with child
+ rfd, wfd = os.pipe()
+
+ # get handle for read end of the pipe and make it inheritable
+ rhandle = duplicate(msvcrt.get_osfhandle(rfd), inheritable=True)
+ os.close(rfd)
+
+ # start process
+ cmd = get_command_line() + [rhandle]
+ cmd = ' '.join('"%s"' % x for x in cmd)
+ hp, ht, pid, tid = _subprocess.CreateProcess(
+ _python_exe, cmd, None, None, 1, 0, None, None, None
+ )
+ ht.Close()
+ close(rhandle)
+
+ # set attributes of self
+ self.pid = pid
+ self.returncode = None
+ self._handle = hp
+
+ # send information to child
+ prep_data = get_preparation_data(process_obj._name)
+ to_child = os.fdopen(wfd, 'wb')
+ Popen._tls.process_handle = int(hp)
+ try:
+ dump(prep_data, to_child, HIGHEST_PROTOCOL)
+ dump(process_obj, to_child, HIGHEST_PROTOCOL)
+ finally:
+ del Popen._tls.process_handle
+ to_child.close()
+
+ @staticmethod
+ def thread_is_spawning():
+ return getattr(Popen._tls, 'process_handle', None) is not None
+
+ @staticmethod
+ def duplicate_for_child(handle):
+ return duplicate(handle, Popen._tls.process_handle)
+
+ def wait(self, timeout=None):
+ if self.returncode is None:
+ if timeout is None:
+ msecs = _subprocess.INFINITE
+ else:
+ msecs = max(0, int(timeout * 1000 + 0.5))
+
+ res = _subprocess.WaitForSingleObject(int(self._handle), msecs)
+ if res == _subprocess.WAIT_OBJECT_0:
+ code = _subprocess.GetExitCodeProcess(self._handle)
+ if code == TERMINATE:
+ code = -signal.SIGTERM
+ self.returncode = code
+
+ return self.returncode
+
+ def poll(self):
+ return self.wait(timeout=0)
+
+ def terminate(self):
+ if self.returncode is None:
+ try:
+ _subprocess.TerminateProcess(int(self._handle), TERMINATE)
+ except WindowsError:
+ if self.wait(timeout=0.1) is None:
+ raise
+
+ #
+ #
+ #
+
+ def is_forking(argv):
+ '''
+ Return whether commandline indicates we are forking
+ '''
+ if len(argv) >= 2 and argv[1] == '--multiprocessing-fork':
+ assert len(argv) == 3
+ return True
+ else:
+ return False
+
+
+ def freeze_support():
+ '''
+ Run code for process object if this in not the main process
+ '''
+ if is_forking(sys.argv):
+ main()
+ sys.exit()
+
+
+ def get_command_line():
+ '''
+ Returns prefix of command line used for spawning a child process
+ '''
+ if process.current_process()._identity==() and is_forking(sys.argv):
+ raise RuntimeError('''
+ Attempt to start a new process before the current process
+ has finished its bootstrapping phase.
+
+ This probably means that you are on Windows and you have
+ forgotten to use the proper idiom in the main module:
+
+ if __name__ == '__main__':
+ freeze_support()
+ ...
+
+ The "freeze_support()" line can be omitted if the program
+ is not going to be frozen to produce a Windows executable.''')
+
+ if getattr(sys, 'frozen', False):
+ return [sys.executable, '--multiprocessing-fork']
+ else:
+ prog = 'from multiprocessing.forking import main; main()'
+ return [_python_exe, '-c', prog, '--multiprocessing-fork']
+
+
+ def main():
+ '''
+ Run code specifed by data received over pipe
+ '''
+ assert is_forking(sys.argv)
+
+ handle = int(sys.argv[-1])
+ fd = msvcrt.open_osfhandle(handle, os.O_RDONLY)
+ from_parent = os.fdopen(fd, 'rb')
+
+ process.current_process()._inheriting = True
+ preparation_data = load(from_parent)
+ prepare(preparation_data)
+ self = load(from_parent)
+ process.current_process()._inheriting = False
+
+ from_parent.close()
+
+ exitcode = self._bootstrap()
+ exit(exitcode)
+
+
+ def get_preparation_data(name):
+ '''
+ Return info about parent needed by child to unpickle process object
+ '''
+ from .util import _logger, _log_to_stderr
+
+ d = dict(
+ name=name,
+ sys_path=sys.path,
+ sys_argv=sys.argv,
+ log_to_stderr=_log_to_stderr,
+ orig_dir=process.ORIGINAL_DIR,
+ authkey=process.current_process().get_authkey(),
+ )
+
+ if _logger is not None:
+ d['log_level'] = _logger.getEffectiveLevel()
+
+ if not WINEXE:
+ main_path = getattr(sys.modules['__main__'], '__file__', None)
+ if not main_path and sys.argv[0] not in ('', '-c'):
+ main_path = sys.argv[0]
+ if main_path is not None:
+ if not os.path.isabs(main_path) and \
+ process.ORIGINAL_DIR is not None:
+ main_path = os.path.join(process.ORIGINAL_DIR, main_path)
+ d['main_path'] = os.path.normpath(main_path)
+
+ return d
+
+ #
+ # Make (Pipe)Connection picklable
+ #
+
+ def reduce_connection(conn):
+ if not Popen.thread_is_spawning():
+ raise RuntimeError(
+ 'By default %s objects can only be shared between processes\n'
+ 'using inheritance' % type(conn).__name__
+ )
+ return type(conn), (Popen.duplicate_for_child(conn.fileno()),
+ conn.readable, conn.writable)
+
+ copy_reg.pickle(Connection, reduce_connection)
+ copy_reg.pickle(PipeConnection, reduce_connection)
+
+
+#
+# Prepare current process
+#
+
+old_main_modules = []
+
+def prepare(data):
+ '''
+ Try to get current process ready to unpickle process object
+ '''
+ old_main_modules.append(sys.modules['__main__'])
+
+ if 'name' in data:
+ process.current_process().set_name(data['name'])
+
+ if 'authkey' in data:
+ process.current_process()._authkey = data['authkey']
+
+ if 'log_to_stderr' in data and data['log_to_stderr']:
+ util.log_to_stderr()
+
+ if 'log_level' in data:
+ util.get_logger().setLevel(data['log_level'])
+
+ if 'sys_path' in data:
+ sys.path = data['sys_path']
+
+ if 'sys_argv' in data:
+ sys.argv = data['sys_argv']
+
+ if 'dir' in data:
+ os.chdir(data['dir'])
+
+ if 'orig_dir' in data:
+ process.ORIGINAL_DIR = data['orig_dir']
+
+ if 'main_path' in data:
+ main_path = data['main_path']
+ main_name = os.path.splitext(os.path.basename(main_path))[0]
+ if main_name == '__init__':
+ main_name = os.path.basename(os.path.dirname(main_path))
+
+ if main_name != 'ipython':
+ import imp
+
+ if main_path is None:
+ dirs = None
+ elif os.path.basename(main_path).startswith('__init__.py'):
+ dirs = [os.path.dirname(os.path.dirname(main_path))]
+ else:
+ dirs = [os.path.dirname(main_path)]
+
+ assert main_name not in sys.modules, main_name
+ file, path_name, etc = imp.find_module(main_name, dirs)
+ try:
+ # We would like to do "imp.load_module('__main__', ...)"
+ # here. However, that would cause 'if __name__ ==
+ # "__main__"' clauses to be executed.
+ main_module = imp.load_module(
+ '__parents_main__', file, path_name, etc
+ )
+ finally:
+ if file:
+ file.close()
+
+ sys.modules['__main__'] = main_module
+ main_module.__name__ = '__main__'
+
+ # Try to make the potentially picklable objects in
+ # sys.modules['__main__'] realize they are in the main
+ # module -- somewhat ugly.
+ for obj in main_module.__dict__.values():
+ try:
+ if obj.__module__ == '__parents_main__':
+ obj.__module__ = '__main__'
+ except Exception:
+ pass
diff --git a/Lib/multiprocessing/heap.py b/Lib/multiprocessing/heap.py
new file mode 100644
index 0000000..7e596ca
--- /dev/null
+++ b/Lib/multiprocessing/heap.py
@@ -0,0 +1,201 @@
+#
+# Module which supports allocation of memory from an mmap
+#
+# multiprocessing/heap.py
+#
+# Copyright (c) 2007-2008, R Oudkerk --- see COPYING.txt
+#
+
+import bisect
+import mmap
+import tempfile
+import os
+import sys
+import threading
+import itertools
+
+import _multiprocessing
+from multiprocessing.util import Finalize, info
+from multiprocessing.forking import assert_spawning
+
+__all__ = ['BufferWrapper']
+
+#
+# Inheirtable class which wraps an mmap, and from which blocks can be allocated
+#
+
+if sys.platform == 'win32':
+
+ from ._multiprocessing import win32
+
+ class Arena(object):
+
+ _counter = itertools.count()
+
+ def __init__(self, size):
+ self.size = size
+ self.name = 'pym-%d-%d' % (os.getpid(), Arena._counter.next())
+ self.buffer = mmap.mmap(-1, self.size, tagname=self.name)
+ assert win32.GetLastError() == 0, 'tagname already in use'
+ self._state = (self.size, self.name)
+
+ def __getstate__(self):
+ assert_spawning(self)
+ return self._state
+
+ def __setstate__(self, state):
+ self.size, self.name = self._state = state
+ self.buffer = mmap.mmap(-1, self.size, tagname=self.name)
+ assert win32.GetLastError() == win32.ERROR_ALREADY_EXISTS
+
+else:
+
+ class Arena(object):
+
+ def __init__(self, size):
+ self.buffer = mmap.mmap(-1, size)
+ self.size = size
+ self.name = None
+
+#
+# Class allowing allocation of chunks of memory from arenas
+#
+
+class Heap(object):
+
+ _alignment = 8
+
+ def __init__(self, size=mmap.PAGESIZE):
+ self._lastpid = os.getpid()
+ self._lock = threading.Lock()
+ self._size = size
+ self._lengths = []
+ self._len_to_seq = {}
+ self._start_to_block = {}
+ self._stop_to_block = {}
+ self._allocated_blocks = set()
+ self._arenas = []
+
+ @staticmethod
+ def _roundup(n, alignment):
+ # alignment must be a power of 2
+ mask = alignment - 1
+ return (n + mask) & ~mask
+
+ def _malloc(self, size):
+ # returns a large enough block -- it might be much larger
+ i = bisect.bisect_left(self._lengths, size)
+ if i == len(self._lengths):
+ length = self._roundup(max(self._size, size), mmap.PAGESIZE)
+ self._size *= 2
+ info('allocating a new mmap of length %d', length)
+ arena = Arena(length)
+ self._arenas.append(arena)
+ return (arena, 0, length)
+ else:
+ length = self._lengths[i]
+ seq = self._len_to_seq[length]
+ block = seq.pop()
+ if not seq:
+ del self._len_to_seq[length], self._lengths[i]
+
+ (arena, start, stop) = block
+ del self._start_to_block[(arena, start)]
+ del self._stop_to_block[(arena, stop)]
+ return block
+
+ def _free(self, block):
+ # free location and try to merge with neighbours
+ (arena, start, stop) = block
+
+ try:
+ prev_block = self._stop_to_block[(arena, start)]
+ except KeyError:
+ pass
+ else:
+ start, _ = self._absorb(prev_block)
+
+ try:
+ next_block = self._start_to_block[(arena, stop)]
+ except KeyError:
+ pass
+ else:
+ _, stop = self._absorb(next_block)
+
+ block = (arena, start, stop)
+ length = stop - start
+
+ try:
+ self._len_to_seq[length].append(block)
+ except KeyError:
+ self._len_to_seq[length] = [block]
+ bisect.insort(self._lengths, length)
+
+ self._start_to_block[(arena, start)] = block
+ self._stop_to_block[(arena, stop)] = block
+
+ def _absorb(self, block):
+ # deregister this block so it can be merged with a neighbour
+ (arena, start, stop) = block
+ del self._start_to_block[(arena, start)]
+ del self._stop_to_block[(arena, stop)]
+
+ length = stop - start
+ seq = self._len_to_seq[length]
+ seq.remove(block)
+ if not seq:
+ del self._len_to_seq[length]
+ self._lengths.remove(length)
+
+ return start, stop
+
+ def free(self, block):
+ # free a block returned by malloc()
+ assert os.getpid() == self._lastpid
+ self._lock.acquire()
+ try:
+ self._allocated_blocks.remove(block)
+ self._free(block)
+ finally:
+ self._lock.release()
+
+ def malloc(self, size):
+ # return a block of right size (possibly rounded up)
+ assert 0 <= size < sys.maxint
+ if os.getpid() != self._lastpid:
+ self.__init__() # reinitialize after fork
+ self._lock.acquire()
+ try:
+ size = self._roundup(max(size,1), self._alignment)
+ (arena, start, stop) = self._malloc(size)
+ new_stop = start + size
+ if new_stop < stop:
+ self._free((arena, new_stop, stop))
+ block = (arena, start, new_stop)
+ self._allocated_blocks.add(block)
+ return block
+ finally:
+ self._lock.release()
+
+#
+# Class representing a chunk of an mmap -- can be inherited
+#
+
+class BufferWrapper(object):
+
+ _heap = Heap()
+
+ def __init__(self, size):
+ assert 0 <= size < sys.maxint
+ block = BufferWrapper._heap.malloc(size)
+ self._state = (block, size)
+ Finalize(self, BufferWrapper._heap.free, args=(block,))
+
+ def get_address(self):
+ (arena, start, stop), size = self._state
+ address, length = _multiprocessing.address_of_buffer(arena.buffer)
+ assert size <= length
+ return address + start
+
+ def get_size(self):
+ return self._state[1]
diff --git a/Lib/multiprocessing/managers.py b/Lib/multiprocessing/managers.py
new file mode 100644
index 0000000..4af2107
--- /dev/null
+++ b/Lib/multiprocessing/managers.py
@@ -0,0 +1,1092 @@
+#
+# Module providing the `SyncManager` class for dealing
+# with shared objects
+#
+# multiprocessing/managers.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = [ 'BaseManager', 'SyncManager', 'BaseProxy', 'Token' ]
+
+#
+# Imports
+#
+
+import os
+import sys
+import weakref
+import threading
+import array
+import copy_reg
+import Queue
+
+from traceback import format_exc
+from multiprocessing import Process, current_process, active_children, Pool, util, connection
+from multiprocessing.process import AuthenticationString
+from multiprocessing.forking import exit, Popen, assert_spawning
+from multiprocessing.util import Finalize, info
+
+try:
+ from cPickle import PicklingError
+except ImportError:
+ from pickle import PicklingError
+
+#
+#
+#
+
+try:
+ bytes
+except NameError:
+ bytes = str # XXX not needed in Py2.6 and Py3.0
+
+#
+# Register some things for pickling
+#
+
+def reduce_array(a):
+ return array.array, (a.typecode, a.tostring())
+copy_reg.pickle(array.array, reduce_array)
+
+view_types = [type(getattr({}, name)()) for name in ('items','keys','values')]
+if view_types[0] is not list: # XXX only needed in Py3.0
+ def rebuild_as_list(obj):
+ return list, (list(obj),)
+ for view_type in view_types:
+ copy_reg.pickle(view_type, rebuild_as_list)
+
+#
+# Type for identifying shared objects
+#
+
+class Token(object):
+ '''
+ Type to uniquely indentify a shared object
+ '''
+ __slots__ = ('typeid', 'address', 'id')
+
+ def __init__(self, typeid, address, id):
+ (self.typeid, self.address, self.id) = (typeid, address, id)
+
+ def __getstate__(self):
+ return (self.typeid, self.address, self.id)
+
+ def __setstate__(self, state):
+ (self.typeid, self.address, self.id) = state
+
+ def __repr__(self):
+ return 'Token(typeid=%r, address=%r, id=%r)' % \
+ (self.typeid, self.address, self.id)
+
+#
+# Function for communication with a manager's server process
+#
+
+def dispatch(c, id, methodname, args=(), kwds={}):
+ '''
+ Send a message to manager using connection `c` and return response
+ '''
+ c.send((id, methodname, args, kwds))
+ kind, result = c.recv()
+ if kind == '#RETURN':
+ return result
+ raise convert_to_error(kind, result)
+
+def convert_to_error(kind, result):
+ if kind == '#ERROR':
+ return result
+ elif kind == '#TRACEBACK':
+ assert type(result) is str
+ return RemoteError(result)
+ elif kind == '#UNSERIALIZABLE':
+ assert type(result) is str
+ return RemoteError('Unserializable message: %s\n' % result)
+ else:
+ return ValueError('Unrecognized message type')
+
+class RemoteError(Exception):
+ def __str__(self):
+ return ('\n' + '-'*75 + '\n' + str(self.args[0]) + '-'*75)
+
+#
+# Functions for finding the method names of an object
+#
+
+def all_methods(obj):
+ '''
+ Return a list of names of methods of `obj`
+ '''
+ temp = []
+ for name in dir(obj):
+ func = getattr(obj, name)
+ if hasattr(func, '__call__'):
+ temp.append(name)
+ return temp
+
+def public_methods(obj):
+ '''
+ Return a list of names of methods of `obj` which do not start with '_'
+ '''
+ return [name for name in all_methods(obj) if name[0] != '_']
+
+#
+# Server which is run in a process controlled by a manager
+#
+
+class Server(object):
+ '''
+ Server class which runs in a process controlled by a manager object
+ '''
+ public = ['shutdown', 'create', 'accept_connection', 'get_methods',
+ 'debug_info', 'number_of_objects', 'dummy', 'incref', 'decref']
+
+ def __init__(self, registry, address, authkey, serializer):
+ assert isinstance(authkey, bytes)
+ self.registry = registry
+ self.authkey = AuthenticationString(authkey)
+ Listener, Client = listener_client[serializer]
+
+ # do authentication later
+ self.listener = Listener(address=address, backlog=5)
+ self.address = self.listener.address
+
+ self.id_to_obj = {0: (None, ())}
+ self.id_to_refcount = {}
+ self.mutex = threading.RLock()
+ self.stop = 0
+
+ def serve_forever(self):
+ '''
+ Run the server forever
+ '''
+ current_process()._manager_server = self
+ try:
+ try:
+ while 1:
+ try:
+ c = self.listener.accept()
+ except (OSError, IOError):
+ continue
+ t = threading.Thread(target=self.handle_request, args=(c,))
+ t.setDaemon(True)
+ t.start()
+ except (KeyboardInterrupt, SystemExit):
+ pass
+ finally:
+ self.stop = 999
+ self.listener.close()
+
+ def handle_request(self, c):
+ '''
+ Handle a new connection
+ '''
+ funcname = result = request = None
+ try:
+ connection.deliver_challenge(c, self.authkey)
+ connection.answer_challenge(c, self.authkey)
+ request = c.recv()
+ ignore, funcname, args, kwds = request
+ assert funcname in self.public, '%r unrecognized' % funcname
+ func = getattr(self, funcname)
+ except Exception:
+ msg = ('#TRACEBACK', format_exc())
+ else:
+ try:
+ result = func(c, *args, **kwds)
+ except Exception:
+ msg = ('#TRACEBACK', format_exc())
+ else:
+ msg = ('#RETURN', result)
+ try:
+ c.send(msg)
+ except Exception, e:
+ try:
+ c.send(('#TRACEBACK', format_exc()))
+ except Exception:
+ pass
+ util.info('Failure to send message: %r', msg)
+ util.info(' ... request was %r', request)
+ util.info(' ... exception was %r', e)
+
+ c.close()
+
+ def serve_client(self, conn):
+ '''
+ Handle requests from the proxies in a particular process/thread
+ '''
+ util.debug('starting server thread to service %r',
+ threading.currentThread().getName())
+
+ recv = conn.recv
+ send = conn.send
+ id_to_obj = self.id_to_obj
+
+ while not self.stop:
+
+ try:
+ methodname = obj = None
+ request = recv()
+ ident, methodname, args, kwds = request
+ obj, exposed, gettypeid = id_to_obj[ident]
+
+ if methodname not in exposed:
+ raise AttributeError(
+ 'method %r of %r object is not in exposed=%r' %
+ (methodname, type(obj), exposed)
+ )
+
+ function = getattr(obj, methodname)
+
+ try:
+ res = function(*args, **kwds)
+ except Exception, e:
+ msg = ('#ERROR', e)
+ else:
+ typeid = gettypeid and gettypeid.get(methodname, None)
+ if typeid:
+ rident, rexposed = self.create(conn, typeid, res)
+ token = Token(typeid, self.address, rident)
+ msg = ('#PROXY', (rexposed, token))
+ else:
+ msg = ('#RETURN', res)
+
+ except AttributeError:
+ if methodname is None:
+ msg = ('#TRACEBACK', format_exc())
+ else:
+ try:
+ fallback_func = self.fallback_mapping[methodname]
+ result = fallback_func(
+ self, conn, ident, obj, *args, **kwds
+ )
+ msg = ('#RETURN', result)
+ except Exception:
+ msg = ('#TRACEBACK', format_exc())
+
+ except EOFError:
+ util.debug('got EOF -- exiting thread serving %r',
+ threading.currentThread().getName())
+ sys.exit(0)
+
+ except Exception:
+ msg = ('#TRACEBACK', format_exc())
+
+ try:
+ try:
+ send(msg)
+ except Exception, e:
+ send(('#UNSERIALIZABLE', repr(msg)))
+ except Exception, e:
+ util.info('exception in thread serving %r',
+ threading.currentThread().getName())
+ util.info(' ... message was %r', msg)
+ util.info(' ... exception was %r', e)
+ conn.close()
+ sys.exit(1)
+
+ def fallback_getvalue(self, conn, ident, obj):
+ return obj
+
+ def fallback_str(self, conn, ident, obj):
+ return str(obj)
+
+ def fallback_repr(self, conn, ident, obj):
+ return repr(obj)
+
+ fallback_mapping = {
+ '__str__':fallback_str,
+ '__repr__':fallback_repr,
+ '#GETVALUE':fallback_getvalue
+ }
+
+ def dummy(self, c):
+ pass
+
+ def debug_info(self, c):
+ '''
+ Return some info --- useful to spot problems with refcounting
+ '''
+ self.mutex.acquire()
+ try:
+ result = []
+ keys = self.id_to_obj.keys()
+ keys.sort()
+ for ident in keys:
+ if ident != 0:
+ result.append(' %s: refcount=%s\n %s' %
+ (ident, self.id_to_refcount[ident],
+ str(self.id_to_obj[ident][0])[:75]))
+ return '\n'.join(result)
+ finally:
+ self.mutex.release()
+
+ def number_of_objects(self, c):
+ '''
+ Number of shared objects
+ '''
+ return len(self.id_to_obj) - 1 # don't count ident=0
+
+ def shutdown(self, c):
+ '''
+ Shutdown this process
+ '''
+ try:
+ try:
+ util.debug('manager received shutdown message')
+ c.send(('#RETURN', None))
+
+ if sys.stdout != sys.__stdout__:
+ util.debug('resetting stdout, stderr')
+ sys.stdout = sys.__stdout__
+ sys.stderr = sys.__stderr__
+
+ util._run_finalizers(0)
+
+ for p in active_children():
+ util.debug('terminating a child process of manager')
+ p.terminate()
+
+ for p in active_children():
+ util.debug('terminating a child process of manager')
+ p.join()
+
+ util._run_finalizers()
+ util.info('manager exiting with exitcode 0')
+ except:
+ import traceback
+ traceback.print_exc()
+ finally:
+ exit(0)
+
+ def create(self, c, typeid, *args, **kwds):
+ '''
+ Create a new shared object and return its id
+ '''
+ self.mutex.acquire()
+ try:
+ callable, exposed, method_to_typeid, proxytype = \
+ self.registry[typeid]
+
+ if callable is None:
+ assert len(args) == 1 and not kwds
+ obj = args[0]
+ else:
+ obj = callable(*args, **kwds)
+
+ if exposed is None:
+ exposed = public_methods(obj)
+ if method_to_typeid is not None:
+ assert type(method_to_typeid) is dict
+ exposed = list(exposed) + list(method_to_typeid)
+
+ ident = '%x' % id(obj) # convert to string because xmlrpclib
+ # only has 32 bit signed integers
+ util.debug('%r callable returned object with id %r', typeid, ident)
+
+ self.id_to_obj[ident] = (obj, set(exposed), method_to_typeid)
+ if ident not in self.id_to_refcount:
+ self.id_to_refcount[ident] = None
+ return ident, tuple(exposed)
+ finally:
+ self.mutex.release()
+
+ def get_methods(self, c, token):
+ '''
+ Return the methods of the shared object indicated by token
+ '''
+ return tuple(self.id_to_obj[token.id][1])
+
+ def accept_connection(self, c, name):
+ '''
+ Spawn a new thread to serve this connection
+ '''
+ threading.currentThread().setName(name)
+ c.send(('#RETURN', None))
+ self.serve_client(c)
+
+ def incref(self, c, ident):
+ self.mutex.acquire()
+ try:
+ try:
+ self.id_to_refcount[ident] += 1
+ except TypeError:
+ assert self.id_to_refcount[ident] is None
+ self.id_to_refcount[ident] = 1
+ finally:
+ self.mutex.release()
+
+ def decref(self, c, ident):
+ self.mutex.acquire()
+ try:
+ assert self.id_to_refcount[ident] >= 1
+ self.id_to_refcount[ident] -= 1
+ if self.id_to_refcount[ident] == 0:
+ del self.id_to_obj[ident], self.id_to_refcount[ident]
+ util.debug('disposing of obj with id %d', ident)
+ finally:
+ self.mutex.release()
+
+#
+# Class to represent state of a manager
+#
+
+class State(object):
+ __slots__ = ['value']
+ INITIAL = 0
+ STARTED = 1
+ SHUTDOWN = 2
+
+#
+# Mapping from serializer name to Listener and Client types
+#
+
+listener_client = {
+ 'pickle' : (connection.Listener, connection.Client),
+ 'xmlrpclib' : (connection.XmlListener, connection.XmlClient)
+ }
+
+#
+# Definition of BaseManager
+#
+
+class BaseManager(object):
+ '''
+ Base class for managers
+ '''
+ _registry = {}
+ _Server = Server
+
+ def __init__(self, address=None, authkey=None, serializer='pickle'):
+ if authkey is None:
+ authkey = current_process().get_authkey()
+ self._address = address # XXX not final address if eg ('', 0)
+ self._authkey = AuthenticationString(authkey)
+ self._state = State()
+ self._state.value = State.INITIAL
+ self._serializer = serializer
+ self._Listener, self._Client = listener_client[serializer]
+
+ def __reduce__(self):
+ return type(self).from_address, \
+ (self._address, self._authkey, self._serializer)
+
+ def get_server(self):
+ '''
+ Return server object with serve_forever() method and address attribute
+ '''
+ assert self._state.value == State.INITIAL
+ return Server(self._registry, self._address,
+ self._authkey, self._serializer)
+
+ def connect(self):
+ '''
+ Connect manager object to the server process
+ '''
+ Listener, Client = listener_client[self._serializer]
+ conn = Client(self._address, authkey=self._authkey)
+ dispatch(conn, None, 'dummy')
+ self._state.value = State.STARTED
+
+ def start(self):
+ '''
+ Spawn a server process for this manager object
+ '''
+ assert self._state.value == State.INITIAL
+
+ # pipe over which we will retrieve address of server
+ reader, writer = connection.Pipe(duplex=False)
+
+ # spawn process which runs a server
+ self._process = Process(
+ target=type(self)._run_server,
+ args=(self._registry, self._address, self._authkey,
+ self._serializer, writer),
+ )
+ ident = ':'.join(str(i) for i in self._process._identity)
+ self._process.set_name(type(self).__name__ + '-' + ident)
+ self._process.start()
+
+ # get address of server
+ writer.close()
+ self._address = reader.recv()
+ reader.close()
+
+ # register a finalizer
+ self._state.value = State.STARTED
+ self.shutdown = util.Finalize(
+ self, type(self)._finalize_manager,
+ args=(self._process, self._address, self._authkey,
+ self._state, self._Client),
+ exitpriority=0
+ )
+
+ @classmethod
+ def _run_server(cls, registry, address, authkey, serializer, writer):
+ '''
+ Create a server, report its address and run it
+ '''
+ # create server
+ server = cls._Server(registry, address, authkey, serializer)
+
+ # inform parent process of the server's address
+ writer.send(server.address)
+ writer.close()
+
+ # run the manager
+ util.info('manager serving at %r', server.address)
+ server.serve_forever()
+
+ def _create(self, typeid, *args, **kwds):
+ '''
+ Create a new shared object; return the token and exposed tuple
+ '''
+ assert self._state.value == State.STARTED, 'server not yet started'
+ conn = self._Client(self._address, authkey=self._authkey)
+ try:
+ id, exposed = dispatch(conn, None, 'create', (typeid,)+args, kwds)
+ finally:
+ conn.close()
+ return Token(typeid, self._address, id), exposed
+
+ def join(self, timeout=None):
+ '''
+ Join the manager process (if it has been spawned)
+ '''
+ self._process.join(timeout)
+
+ def _debug_info(self):
+ '''
+ Return some info about the servers shared objects and connections
+ '''
+ conn = self._Client(self._address, authkey=self._authkey)
+ try:
+ return dispatch(conn, None, 'debug_info')
+ finally:
+ conn.close()
+
+ def _number_of_objects(self):
+ '''
+ Return the number of shared objects
+ '''
+ conn = self._Client(self._address, authkey=self._authkey)
+ try:
+ return dispatch(conn, None, 'number_of_objects')
+ finally:
+ conn.close()
+
+ def __enter__(self):
+ return self
+
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ self.shutdown()
+
+ @staticmethod
+ def _finalize_manager(process, address, authkey, state, _Client):
+ '''
+ Shutdown the manager process; will be registered as a finalizer
+ '''
+ if process.is_alive():
+ util.info('sending shutdown message to manager')
+ try:
+ conn = _Client(address, authkey=authkey)
+ try:
+ dispatch(conn, None, 'shutdown')
+ finally:
+ conn.close()
+ except Exception:
+ pass
+
+ process.join(timeout=0.2)
+ if process.is_alive():
+ util.info('manager still alive')
+ if hasattr(process, 'terminate'):
+ util.info('trying to `terminate()` manager process')
+ process.terminate()
+ process.join(timeout=0.1)
+ if process.is_alive():
+ util.info('manager still alive after terminate')
+
+ state.value = State.SHUTDOWN
+ try:
+ del BaseProxy._address_to_local[address]
+ except KeyError:
+ pass
+
+ address = property(lambda self: self._address)
+
+ @classmethod
+ def register(cls, typeid, callable=None, proxytype=None, exposed=None,
+ method_to_typeid=None, create_method=True):
+ '''
+ Register a typeid with the manager type
+ '''
+ if '_registry' not in cls.__dict__:
+ cls._registry = cls._registry.copy()
+
+ if proxytype is None:
+ proxytype = AutoProxy
+
+ exposed = exposed or getattr(proxytype, '_exposed_', None)
+
+ method_to_typeid = method_to_typeid or \
+ getattr(proxytype, '_method_to_typeid_', None)
+
+ if method_to_typeid:
+ for key, value in method_to_typeid.items():
+ assert type(key) is str, '%r is not a string' % key
+ assert type(value) is str, '%r is not a string' % value
+
+ cls._registry[typeid] = (
+ callable, exposed, method_to_typeid, proxytype
+ )
+
+ if create_method:
+ def temp(self, *args, **kwds):
+ util.debug('requesting creation of a shared %r object', typeid)
+ token, exp = self._create(typeid, *args, **kwds)
+ proxy = proxytype(
+ token, self._serializer, manager=self,
+ authkey=self._authkey, exposed=exp
+ )
+ return proxy
+ temp.__name__ = typeid
+ setattr(cls, typeid, temp)
+
+#
+# Subclass of set which get cleared after a fork
+#
+
+class ProcessLocalSet(set):
+ def __init__(self):
+ util.register_after_fork(self, lambda obj: obj.clear())
+ def __reduce__(self):
+ return type(self), ()
+
+#
+# Definition of BaseProxy
+#
+
+class BaseProxy(object):
+ '''
+ A base for proxies of shared objects
+ '''
+ _address_to_local = {}
+ _mutex = util.ForkAwareThreadLock()
+
+ def __init__(self, token, serializer, manager=None,
+ authkey=None, exposed=None, incref=True):
+ BaseProxy._mutex.acquire()
+ try:
+ tls_idset = BaseProxy._address_to_local.get(token.address, None)
+ if tls_idset is None:
+ tls_idset = util.ForkAwareLocal(), ProcessLocalSet()
+ BaseProxy._address_to_local[token.address] = tls_idset
+ finally:
+ BaseProxy._mutex.release()
+
+ # self._tls is used to record the connection used by this
+ # thread to communicate with the manager at token.address
+ self._tls = tls_idset[0]
+
+ # self._idset is used to record the identities of all shared
+ # objects for which the current process owns references and
+ # which are in the manager at token.address
+ self._idset = tls_idset[1]
+
+ self._token = token
+ self._id = self._token.id
+ self._manager = manager
+ self._serializer = serializer
+ self._Client = listener_client[serializer][1]
+
+ if authkey is not None:
+ self._authkey = AuthenticationString(authkey)
+ elif self._manager is not None:
+ self._authkey = self._manager._authkey
+ else:
+ self._authkey = current_process().get_authkey()
+
+ if incref:
+ self._incref()
+
+ util.register_after_fork(self, BaseProxy._after_fork)
+
+ def _connect(self):
+ util.debug('making connection to manager')
+ name = current_process().get_name()
+ if threading.currentThread().getName() != 'MainThread':
+ name += '|' + threading.currentThread().getName()
+ conn = self._Client(self._token.address, authkey=self._authkey)
+ dispatch(conn, None, 'accept_connection', (name,))
+ self._tls.connection = conn
+
+ def _callmethod(self, methodname, args=(), kwds={}):
+ '''
+ Try to call a method of the referrent and return a copy of the result
+ '''
+ try:
+ conn = self._tls.connection
+ except AttributeError:
+ util.debug('thread %r does not own a connection',
+ threading.currentThread().getName())
+ self._connect()
+ conn = self._tls.connection
+
+ conn.send((self._id, methodname, args, kwds))
+ kind, result = conn.recv()
+
+ if kind == '#RETURN':
+ return result
+ elif kind == '#PROXY':
+ exposed, token = result
+ proxytype = self._manager._registry[token.typeid][-1]
+ return proxytype(
+ token, self._serializer, manager=self._manager,
+ authkey=self._authkey, exposed=exposed
+ )
+ raise convert_to_error(kind, result)
+
+ def _getvalue(self):
+ '''
+ Get a copy of the value of the referent
+ '''
+ return self._callmethod('#GETVALUE')
+
+ def _incref(self):
+ conn = self._Client(self._token.address, authkey=self._authkey)
+ dispatch(conn, None, 'incref', (self._id,))
+ util.debug('INCREF %r', self._token.id)
+
+ self._idset.add(self._id)
+
+ state = self._manager and self._manager._state
+
+ self._close = util.Finalize(
+ self, BaseProxy._decref,
+ args=(self._token, self._authkey, state,
+ self._tls, self._idset, self._Client),
+ exitpriority=10
+ )
+
+ @staticmethod
+ def _decref(token, authkey, state, tls, idset, _Client):
+ idset.discard(token.id)
+
+ # check whether manager is still alive
+ if state is None or state.value == State.STARTED:
+ # tell manager this process no longer cares about referent
+ try:
+ util.debug('DECREF %r', token.id)
+ conn = _Client(token.address, authkey=authkey)
+ dispatch(conn, None, 'decref', (token.id,))
+ except Exception, e:
+ util.debug('... decref failed %s', e)
+
+ else:
+ util.debug('DECREF %r -- manager already shutdown', token.id)
+
+ # check whether we can close this thread's connection because
+ # the process owns no more references to objects for this manager
+ if not idset and hasattr(tls, 'connection'):
+ util.debug('thread %r has no more proxies so closing conn',
+ threading.currentThread().getName())
+ tls.connection.close()
+ del tls.connection
+
+ def _after_fork(self):
+ self._manager = None
+ try:
+ self._incref()
+ except Exception, e:
+ # the proxy may just be for a manager which has shutdown
+ util.info('incref failed: %s' % e)
+
+ def __reduce__(self):
+ kwds = {}
+ if Popen.thread_is_spawning():
+ kwds['authkey'] = self._authkey
+
+ if getattr(self, '_isauto', False):
+ kwds['exposed'] = self._exposed_
+ return (RebuildProxy,
+ (AutoProxy, self._token, self._serializer, kwds))
+ else:
+ return (RebuildProxy,
+ (type(self), self._token, self._serializer, kwds))
+
+ def __deepcopy__(self, memo):
+ return self._getvalue()
+
+ def __repr__(self):
+ return '<%s object, typeid %r at %s>' % \
+ (type(self).__name__, self._token.typeid, '0x%x' % id(self))
+
+ def __str__(self):
+ '''
+ Return representation of the referent (or a fall-back if that fails)
+ '''
+ try:
+ return self._callmethod('__repr__')
+ except Exception:
+ return repr(self)[:-1] + "; '__str__()' failed>"
+
+#
+# Function used for unpickling
+#
+
+def RebuildProxy(func, token, serializer, kwds):
+ '''
+ Function used for unpickling proxy objects.
+
+ If possible the shared object is returned, or otherwise a proxy for it.
+ '''
+ server = getattr(current_process(), '_manager_server', None)
+
+ if server and server.address == token.address:
+ return server.id_to_obj[token.id][0]
+ else:
+ incref = (
+ kwds.pop('incref', True) and
+ not getattr(current_process(), '_inheriting', False)
+ )
+ return func(token, serializer, incref=incref, **kwds)
+
+#
+# Functions to create proxies and proxy types
+#
+
+def MakeProxyType(name, exposed, _cache={}):
+ '''
+ Return an proxy type whose methods are given by `exposed`
+ '''
+ exposed = tuple(exposed)
+ try:
+ return _cache[(name, exposed)]
+ except KeyError:
+ pass
+
+ dic = {}
+
+ for meth in exposed:
+ exec '''def %s(self, *args, **kwds):
+ return self._callmethod(%r, args, kwds)''' % (meth, meth) in dic
+
+ ProxyType = type(name, (BaseProxy,), dic)
+ ProxyType._exposed_ = exposed
+ _cache[(name, exposed)] = ProxyType
+ return ProxyType
+
+
+def AutoProxy(token, serializer, manager=None, authkey=None,
+ exposed=None, incref=True):
+ '''
+ Return an auto-proxy for `token`
+ '''
+ _Client = listener_client[serializer][1]
+
+ if exposed is None:
+ conn = _Client(token.address, authkey=authkey)
+ try:
+ exposed = dispatch(conn, None, 'get_methods', (token,))
+ finally:
+ conn.close()
+
+ if authkey is None and manager is not None:
+ authkey = manager._authkey
+ if authkey is None:
+ authkey = current_process().get_authkey()
+
+ ProxyType = MakeProxyType('AutoProxy[%s]' % token.typeid, exposed)
+ proxy = ProxyType(token, serializer, manager=manager, authkey=authkey,
+ incref=incref)
+ proxy._isauto = True
+ return proxy
+
+#
+# Types/callables which we will register with SyncManager
+#
+
+class Namespace(object):
+ def __init__(self, **kwds):
+ self.__dict__.update(kwds)
+ def __repr__(self):
+ items = self.__dict__.items()
+ temp = []
+ for name, value in items:
+ if not name.startswith('_'):
+ temp.append('%s=%r' % (name, value))
+ temp.sort()
+ return 'Namespace(%s)' % str.join(', ', temp)
+
+class Value(object):
+ def __init__(self, typecode, value, lock=True):
+ self._typecode = typecode
+ self._value = value
+ def get(self):
+ return self._value
+ def set(self, value):
+ self._value = value
+ def __repr__(self):
+ return '%s(%r, %r)'%(type(self).__name__, self._typecode, self._value)
+ value = property(get, set)
+
+def Array(typecode, sequence, lock=True):
+ return array.array(typecode, sequence)
+
+#
+# Proxy types used by SyncManager
+#
+
+class IteratorProxy(BaseProxy):
+ # XXX remove methods for Py3.0 and Py2.6
+ _exposed_ = ('__next__', 'next', 'send', 'throw', 'close')
+ def __iter__(self):
+ return self
+ def __next__(self, *args):
+ return self._callmethod('__next__', args)
+ def next(self, *args):
+ return self._callmethod('next', args)
+ def send(self, *args):
+ return self._callmethod('send', args)
+ def throw(self, *args):
+ return self._callmethod('throw', args)
+ def close(self, *args):
+ return self._callmethod('close', args)
+
+
+class AcquirerProxy(BaseProxy):
+ _exposed_ = ('acquire', 'release')
+ def acquire(self, blocking=True):
+ return self._callmethod('acquire', (blocking,))
+ def release(self):
+ return self._callmethod('release')
+ def __enter__(self):
+ return self._callmethod('acquire')
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ return self._callmethod('release')
+
+
+class ConditionProxy(AcquirerProxy):
+ # XXX will Condition.notfyAll() name be available in Py3.0?
+ _exposed_ = ('acquire', 'release', 'wait', 'notify', 'notifyAll')
+ def wait(self, timeout=None):
+ return self._callmethod('wait', (timeout,))
+ def notify(self):
+ return self._callmethod('notify')
+ def notify_all(self):
+ return self._callmethod('notifyAll')
+
+class EventProxy(BaseProxy):
+ # XXX will Event.isSet name be available in Py3.0?
+ _exposed_ = ('isSet', 'set', 'clear', 'wait')
+ def is_set(self):
+ return self._callmethod('isSet')
+ def set(self):
+ return self._callmethod('set')
+ def clear(self):
+ return self._callmethod('clear')
+ def wait(self, timeout=None):
+ return self._callmethod('wait', (timeout,))
+
+class NamespaceProxy(BaseProxy):
+ _exposed_ = ('__getattribute__', '__setattr__', '__delattr__')
+ def __getattr__(self, key):
+ if key[0] == '_':
+ return object.__getattribute__(self, key)
+ callmethod = object.__getattribute__(self, '_callmethod')
+ return callmethod('__getattribute__', (key,))
+ def __setattr__(self, key, value):
+ if key[0] == '_':
+ return object.__setattr__(self, key, value)
+ callmethod = object.__getattribute__(self, '_callmethod')
+ return callmethod('__setattr__', (key, value))
+ def __delattr__(self, key):
+ if key[0] == '_':
+ return object.__delattr__(self, key)
+ callmethod = object.__getattribute__(self, '_callmethod')
+ return callmethod('__delattr__', (key,))
+
+
+class ValueProxy(BaseProxy):
+ _exposed_ = ('get', 'set')
+ def get(self):
+ return self._callmethod('get')
+ def set(self, value):
+ return self._callmethod('set', (value,))
+ value = property(get, set)
+
+
+BaseListProxy = MakeProxyType('BaseListProxy', (
+ '__add__', '__contains__', '__delitem__', '__delslice__',
+ '__getitem__', '__getslice__', '__len__', '__mul__',
+ '__reversed__', '__rmul__', '__setitem__', '__setslice__',
+ 'append', 'count', 'extend', 'index', 'insert', 'pop', 'remove',
+ 'reverse', 'sort', '__imul__'
+ )) # XXX __getslice__ and __setslice__ unneeded in Py3.0
+class ListProxy(BaseListProxy):
+ def __iadd__(self, value):
+ self._callmethod('extend', (value,))
+ return self
+ def __imul__(self, value):
+ self._callmethod('__imul__', (value,))
+ return self
+
+
+DictProxy = MakeProxyType('DictProxy', (
+ '__contains__', '__delitem__', '__getitem__', '__len__',
+ '__setitem__', 'clear', 'copy', 'get', 'has_key', 'items',
+ 'keys', 'pop', 'popitem', 'setdefault', 'update', 'values'
+ ))
+
+
+ArrayProxy = MakeProxyType('ArrayProxy', (
+ '__len__', '__getitem__', '__setitem__', '__getslice__', '__setslice__'
+ )) # XXX __getslice__ and __setslice__ unneeded in Py3.0
+
+
+PoolProxy = MakeProxyType('PoolProxy', (
+ 'apply', 'apply_async', 'close', 'imap', 'imap_unordered', 'join',
+ 'map', 'map_async', 'terminate'
+ ))
+PoolProxy._method_to_typeid_ = {
+ 'apply_async': 'AsyncResult',
+ 'map_async': 'AsyncResult',
+ 'imap': 'Iterator',
+ 'imap_unordered': 'Iterator'
+ }
+
+#
+# Definition of SyncManager
+#
+
+class SyncManager(BaseManager):
+ '''
+ Subclass of `BaseManager` which supports a number of shared object types.
+
+ The types registered are those intended for the synchronization
+ of threads, plus `dict`, `list` and `Namespace`.
+
+ The `multiprocessing.Manager()` function creates started instances of
+ this class.
+ '''
+
+SyncManager.register('Queue', Queue.Queue)
+SyncManager.register('JoinableQueue', Queue.Queue)
+SyncManager.register('Event', threading.Event, EventProxy)
+SyncManager.register('Lock', threading.Lock, AcquirerProxy)
+SyncManager.register('RLock', threading.RLock, AcquirerProxy)
+SyncManager.register('Semaphore', threading.Semaphore, AcquirerProxy)
+SyncManager.register('BoundedSemaphore', threading.BoundedSemaphore,
+ AcquirerProxy)
+SyncManager.register('Condition', threading.Condition, ConditionProxy)
+SyncManager.register('Pool', Pool, PoolProxy)
+SyncManager.register('list', list, ListProxy)
+SyncManager.register('dict', dict, DictProxy)
+SyncManager.register('Value', Value, ValueProxy)
+SyncManager.register('Array', Array, ArrayProxy)
+SyncManager.register('Namespace', Namespace, NamespaceProxy)
+
+# types returned by methods of PoolProxy
+SyncManager.register('Iterator', proxytype=IteratorProxy, create_method=False)
+SyncManager.register('AsyncResult', create_method=False)
diff --git a/Lib/multiprocessing/pool.py b/Lib/multiprocessing/pool.py
new file mode 100644
index 0000000..b455893
--- /dev/null
+++ b/Lib/multiprocessing/pool.py
@@ -0,0 +1,596 @@
+#
+# Module providing the `Pool` class for managing a process pool
+#
+# multiprocessing/pool.py
+#
+# Copyright (c) 2007-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = ['Pool']
+
+#
+# Imports
+#
+
+import threading
+import Queue
+import itertools
+import collections
+import time
+
+from multiprocessing import Process, cpu_count, TimeoutError
+from multiprocessing.util import Finalize, debug
+
+#
+# Constants representing the state of a pool
+#
+
+RUN = 0
+CLOSE = 1
+TERMINATE = 2
+
+#
+# Miscellaneous
+#
+
+job_counter = itertools.count()
+
+def mapstar(args):
+ return map(*args)
+
+#
+# Code run by worker processes
+#
+
+def worker(inqueue, outqueue, initializer=None, initargs=()):
+ put = outqueue.put
+ get = inqueue.get
+ if hasattr(inqueue, '_writer'):
+ inqueue._writer.close()
+ outqueue._reader.close()
+
+ if initializer is not None:
+ initializer(*initargs)
+
+ while 1:
+ try:
+ task = get()
+ except (EOFError, IOError):
+ debug('worker got EOFError or IOError -- exiting')
+ break
+
+ if task is None:
+ debug('worker got sentinel -- exiting')
+ break
+
+ job, i, func, args, kwds = task
+ try:
+ result = (True, func(*args, **kwds))
+ except Exception, e:
+ result = (False, e)
+ put((job, i, result))
+
+#
+# Class representing a process pool
+#
+
+class Pool(object):
+ '''
+ Class which supports an async version of the `apply()` builtin
+ '''
+ Process = Process
+
+ def __init__(self, processes=None, initializer=None, initargs=()):
+ self._setup_queues()
+ self._taskqueue = Queue.Queue()
+ self._cache = {}
+ self._state = RUN
+
+ if processes is None:
+ try:
+ processes = cpu_count()
+ except NotImplementedError:
+ processes = 1
+
+ self._pool = []
+ for i in range(processes):
+ w = self.Process(
+ target=worker,
+ args=(self._inqueue, self._outqueue, initializer, initargs)
+ )
+ self._pool.append(w)
+ w.set_name(w.get_name().replace('Process', 'PoolWorker'))
+ w.set_daemon(True)
+ w.start()
+
+ self._task_handler = threading.Thread(
+ target=Pool._handle_tasks,
+ args=(self._taskqueue, self._quick_put, self._outqueue, self._pool)
+ )
+ self._task_handler.setDaemon(True)
+ self._task_handler._state = RUN
+ self._task_handler.start()
+
+ self._result_handler = threading.Thread(
+ target=Pool._handle_results,
+ args=(self._outqueue, self._quick_get, self._cache)
+ )
+ self._result_handler.setDaemon(True)
+ self._result_handler._state = RUN
+ self._result_handler.start()
+
+ self._terminate = Finalize(
+ self, self._terminate_pool,
+ args=(self._taskqueue, self._inqueue, self._outqueue, self._pool,
+ self._task_handler, self._result_handler, self._cache),
+ exitpriority=15
+ )
+
+ def _setup_queues(self):
+ from .queues import SimpleQueue
+ self._inqueue = SimpleQueue()
+ self._outqueue = SimpleQueue()
+ self._quick_put = self._inqueue._writer.send
+ self._quick_get = self._outqueue._reader.recv
+
+ def apply(self, func, args=(), kwds={}):
+ '''
+ Equivalent of `apply()` builtin
+ '''
+ assert self._state == RUN
+ return self.apply_async(func, args, kwds).get()
+
+ def map(self, func, iterable, chunksize=None):
+ '''
+ Equivalent of `map()` builtin
+ '''
+ assert self._state == RUN
+ return self.map_async(func, iterable, chunksize).get()
+
+ def imap(self, func, iterable, chunksize=1):
+ '''
+ Equivalent of `itertool.imap()` -- can be MUCH slower than `Pool.map()`
+ '''
+ assert self._state == RUN
+ if chunksize == 1:
+ result = IMapIterator(self._cache)
+ self._taskqueue.put((((result._job, i, func, (x,), {})
+ for i, x in enumerate(iterable)), result._set_length))
+ return result
+ else:
+ assert chunksize > 1
+ task_batches = Pool._get_tasks(func, iterable, chunksize)
+ result = IMapIterator(self._cache)
+ self._taskqueue.put((((result._job, i, mapstar, (x,), {})
+ for i, x in enumerate(task_batches)), result._set_length))
+ return (item for chunk in result for item in chunk)
+
+ def imap_unordered(self, func, iterable, chunksize=1):
+ '''
+ Like `imap()` method but ordering of results is arbitrary
+ '''
+ assert self._state == RUN
+ if chunksize == 1:
+ result = IMapUnorderedIterator(self._cache)
+ self._taskqueue.put((((result._job, i, func, (x,), {})
+ for i, x in enumerate(iterable)), result._set_length))
+ return result
+ else:
+ assert chunksize > 1
+ task_batches = Pool._get_tasks(func, iterable, chunksize)
+ result = IMapUnorderedIterator(self._cache)
+ self._taskqueue.put((((result._job, i, mapstar, (x,), {})
+ for i, x in enumerate(task_batches)), result._set_length))
+ return (item for chunk in result for item in chunk)
+
+ def apply_async(self, func, args=(), kwds={}, callback=None):
+ '''
+ Asynchronous equivalent of `apply()` builtin
+ '''
+ assert self._state == RUN
+ result = ApplyResult(self._cache, callback)
+ self._taskqueue.put(([(result._job, None, func, args, kwds)], None))
+ return result
+
+ def map_async(self, func, iterable, chunksize=None, callback=None):
+ '''
+ Asynchronous equivalent of `map()` builtin
+ '''
+ assert self._state == RUN
+ if not hasattr(iterable, '__len__'):
+ iterable = list(iterable)
+
+ if chunksize is None:
+ chunksize, extra = divmod(len(iterable), len(self._pool) * 4)
+ if extra:
+ chunksize += 1
+
+ task_batches = Pool._get_tasks(func, iterable, chunksize)
+ result = MapResult(self._cache, chunksize, len(iterable), callback)
+ self._taskqueue.put((((result._job, i, mapstar, (x,), {})
+ for i, x in enumerate(task_batches)), None))
+ return result
+
+ @staticmethod
+ def _handle_tasks(taskqueue, put, outqueue, pool):
+ thread = threading.currentThread()
+
+ for taskseq, set_length in iter(taskqueue.get, None):
+ i = -1
+ for i, task in enumerate(taskseq):
+ if thread._state:
+ debug('task handler found thread._state != RUN')
+ break
+ try:
+ put(task)
+ except IOError:
+ debug('could not put task on queue')
+ break
+ else:
+ if set_length:
+ debug('doing set_length()')
+ set_length(i+1)
+ continue
+ break
+ else:
+ debug('task handler got sentinel')
+
+
+ try:
+ # tell result handler to finish when cache is empty
+ debug('task handler sending sentinel to result handler')
+ outqueue.put(None)
+
+ # tell workers there is no more work
+ debug('task handler sending sentinel to workers')
+ for p in pool:
+ put(None)
+ except IOError:
+ debug('task handler got IOError when sending sentinels')
+
+ debug('task handler exiting')
+
+ @staticmethod
+ def _handle_results(outqueue, get, cache):
+ thread = threading.currentThread()
+
+ while 1:
+ try:
+ task = get()
+ except (IOError, EOFError):
+ debug('result handler got EOFError/IOError -- exiting')
+ return
+
+ if thread._state:
+ assert thread._state == TERMINATE
+ debug('result handler found thread._state=TERMINATE')
+ break
+
+ if task is None:
+ debug('result handler got sentinel')
+ break
+
+ job, i, obj = task
+ try:
+ cache[job]._set(i, obj)
+ except KeyError:
+ pass
+
+ while cache and thread._state != TERMINATE:
+ try:
+ task = get()
+ except (IOError, EOFError):
+ debug('result handler got EOFError/IOError -- exiting')
+ return
+
+ if task is None:
+ debug('result handler ignoring extra sentinel')
+ continue
+ job, i, obj = task
+ try:
+ cache[job]._set(i, obj)
+ except KeyError:
+ pass
+
+ if hasattr(outqueue, '_reader'):
+ debug('ensuring that outqueue is not full')
+ # If we don't make room available in outqueue then
+ # attempts to add the sentinel (None) to outqueue may
+ # block. There is guaranteed to be no more than 2 sentinels.
+ try:
+ for i in range(10):
+ if not outqueue._reader.poll():
+ break
+ get()
+ except (IOError, EOFError):
+ pass
+
+ debug('result handler exiting: len(cache)=%s, thread._state=%s',
+ len(cache), thread._state)
+
+ @staticmethod
+ def _get_tasks(func, it, size):
+ it = iter(it)
+ while 1:
+ x = tuple(itertools.islice(it, size))
+ if not x:
+ return
+ yield (func, x)
+
+ def __reduce__(self):
+ raise NotImplementedError(
+ 'pool objects cannot be passed between processes or pickled'
+ )
+
+ def close(self):
+ debug('closing pool')
+ if self._state == RUN:
+ self._state = CLOSE
+ self._taskqueue.put(None)
+
+ def terminate(self):
+ debug('terminating pool')
+ self._state = TERMINATE
+ self._terminate()
+
+ def join(self):
+ debug('joining pool')
+ assert self._state in (CLOSE, TERMINATE)
+ self._task_handler.join()
+ self._result_handler.join()
+ for p in self._pool:
+ p.join()
+
+ @staticmethod
+ def _help_stuff_finish(inqueue, task_handler, size):
+ # task_handler may be blocked trying to put items on inqueue
+ debug('removing tasks from inqueue until task handler finished')
+ inqueue._rlock.acquire()
+ while task_handler.isAlive() and inqueue._reader.poll():
+ inqueue._reader.recv()
+ time.sleep(0)
+
+ @classmethod
+ def _terminate_pool(cls, taskqueue, inqueue, outqueue, pool,
+ task_handler, result_handler, cache):
+ # this is guaranteed to only be called once
+ debug('finalizing pool')
+
+ task_handler._state = TERMINATE
+ taskqueue.put(None) # sentinel
+
+ debug('helping task handler/workers to finish')
+ cls._help_stuff_finish(inqueue, task_handler, len(pool))
+
+ assert result_handler.isAlive() or len(cache) == 0
+
+ result_handler._state = TERMINATE
+ outqueue.put(None) # sentinel
+
+ if pool and hasattr(pool[0], 'terminate'):
+ debug('terminating workers')
+ for p in pool:
+ p.terminate()
+
+ debug('joining task handler')
+ task_handler.join(1e100)
+
+ debug('joining result handler')
+ result_handler.join(1e100)
+
+ if pool and hasattr(pool[0], 'terminate'):
+ debug('joining pool workers')
+ for p in pool:
+ p.join()
+
+#
+# Class whose instances are returned by `Pool.apply_async()`
+#
+
+class ApplyResult(object):
+
+ def __init__(self, cache, callback):
+ self._cond = threading.Condition(threading.Lock())
+ self._job = job_counter.next()
+ self._cache = cache
+ self._ready = False
+ self._callback = callback
+ cache[self._job] = self
+
+ def ready(self):
+ return self._ready
+
+ def successful(self):
+ assert self._ready
+ return self._success
+
+ def wait(self, timeout=None):
+ self._cond.acquire()
+ try:
+ if not self._ready:
+ self._cond.wait(timeout)
+ finally:
+ self._cond.release()
+
+ def get(self, timeout=None):
+ self.wait(timeout)
+ if not self._ready:
+ raise TimeoutError
+ if self._success:
+ return self._value
+ else:
+ raise self._value
+
+ def _set(self, i, obj):
+ self._success, self._value = obj
+ if self._callback and self._success:
+ self._callback(self._value)
+ self._cond.acquire()
+ try:
+ self._ready = True
+ self._cond.notify()
+ finally:
+ self._cond.release()
+ del self._cache[self._job]
+
+#
+# Class whose instances are returned by `Pool.map_async()`
+#
+
+class MapResult(ApplyResult):
+
+ def __init__(self, cache, chunksize, length, callback):
+ ApplyResult.__init__(self, cache, callback)
+ self._success = True
+ self._value = [None] * length
+ self._chunksize = chunksize
+ if chunksize <= 0:
+ self._number_left = 0
+ self._ready = True
+ else:
+ self._number_left = length//chunksize + bool(length % chunksize)
+
+ def _set(self, i, success_result):
+ success, result = success_result
+ if success:
+ self._value[i*self._chunksize:(i+1)*self._chunksize] = result
+ self._number_left -= 1
+ if self._number_left == 0:
+ if self._callback:
+ self._callback(self._value)
+ del self._cache[self._job]
+ self._cond.acquire()
+ try:
+ self._ready = True
+ self._cond.notify()
+ finally:
+ self._cond.release()
+
+ else:
+ self._success = False
+ self._value = result
+ del self._cache[self._job]
+ self._cond.acquire()
+ try:
+ self._ready = True
+ self._cond.notify()
+ finally:
+ self._cond.release()
+
+#
+# Class whose instances are returned by `Pool.imap()`
+#
+
+class IMapIterator(object):
+
+ def __init__(self, cache):
+ self._cond = threading.Condition(threading.Lock())
+ self._job = job_counter.next()
+ self._cache = cache
+ self._items = collections.deque()
+ self._index = 0
+ self._length = None
+ self._unsorted = {}
+ cache[self._job] = self
+
+ def __iter__(self):
+ return self
+
+ def next(self, timeout=None):
+ self._cond.acquire()
+ try:
+ try:
+ item = self._items.popleft()
+ except IndexError:
+ if self._index == self._length:
+ raise StopIteration
+ self._cond.wait(timeout)
+ try:
+ item = self._items.popleft()
+ except IndexError:
+ if self._index == self._length:
+ raise StopIteration
+ raise TimeoutError
+ finally:
+ self._cond.release()
+
+ success, value = item
+ if success:
+ return value
+ raise value
+
+ __next__ = next # XXX
+
+ def _set(self, i, obj):
+ self._cond.acquire()
+ try:
+ if self._index == i:
+ self._items.append(obj)
+ self._index += 1
+ while self._index in self._unsorted:
+ obj = self._unsorted.pop(self._index)
+ self._items.append(obj)
+ self._index += 1
+ self._cond.notify()
+ else:
+ self._unsorted[i] = obj
+
+ if self._index == self._length:
+ del self._cache[self._job]
+ finally:
+ self._cond.release()
+
+ def _set_length(self, length):
+ self._cond.acquire()
+ try:
+ self._length = length
+ if self._index == self._length:
+ self._cond.notify()
+ del self._cache[self._job]
+ finally:
+ self._cond.release()
+
+#
+# Class whose instances are returned by `Pool.imap_unordered()`
+#
+
+class IMapUnorderedIterator(IMapIterator):
+
+ def _set(self, i, obj):
+ self._cond.acquire()
+ try:
+ self._items.append(obj)
+ self._index += 1
+ self._cond.notify()
+ if self._index == self._length:
+ del self._cache[self._job]
+ finally:
+ self._cond.release()
+
+#
+#
+#
+
+class ThreadPool(Pool):
+
+ from .dummy import Process
+
+ def __init__(self, processes=None, initializer=None, initargs=()):
+ Pool.__init__(self, processes, initializer, initargs)
+
+ def _setup_queues(self):
+ self._inqueue = Queue.Queue()
+ self._outqueue = Queue.Queue()
+ self._quick_put = self._inqueue.put
+ self._quick_get = self._outqueue.get
+
+ @staticmethod
+ def _help_stuff_finish(inqueue, task_handler, size):
+ # put sentinels at head of inqueue to make workers finish
+ inqueue.not_empty.acquire()
+ try:
+ inqueue.queue.clear()
+ inqueue.queue.extend([None] * size)
+ inqueue.not_empty.notifyAll()
+ finally:
+ inqueue.not_empty.release()
diff --git a/Lib/multiprocessing/process.py b/Lib/multiprocessing/process.py
new file mode 100644
index 0000000..915d863
--- /dev/null
+++ b/Lib/multiprocessing/process.py
@@ -0,0 +1,302 @@
+#
+# Module providing the `Process` class which emulates `threading.Thread`
+#
+# multiprocessing/process.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = ['Process', 'current_process', 'active_children']
+
+#
+# Imports
+#
+
+import os
+import sys
+import signal
+import itertools
+
+#
+#
+#
+
+try:
+ ORIGINAL_DIR = os.path.abspath(os.getcwd())
+except OSError:
+ ORIGINAL_DIR = None
+
+try:
+ bytes
+except NameError:
+ bytes = str # XXX not needed in Py2.6 and Py3.0
+
+#
+# Public functions
+#
+
+def current_process():
+ '''
+ Return process object representing the current process
+ '''
+ return _current_process
+
+def active_children():
+ '''
+ Return list of process objects corresponding to live child processes
+ '''
+ _cleanup()
+ return list(_current_process._children)
+
+#
+#
+#
+
+def _cleanup():
+ # check for processes which have finished
+ for p in list(_current_process._children):
+ if p._popen.poll() is not None:
+ _current_process._children.discard(p)
+
+#
+# The `Process` class
+#
+
+class Process(object):
+ '''
+ Process objects represent activity that is run in a separate process
+
+ The class is analagous to `threading.Thread`
+ '''
+ _Popen = None
+
+ def __init__(self, group=None, target=None, name=None, args=(), kwargs={}):
+ assert group is None, 'group argument must be None for now'
+ count = _current_process._counter.next()
+ self._identity = _current_process._identity + (count,)
+ self._authkey = _current_process._authkey
+ self._daemonic = _current_process._daemonic
+ self._tempdir = _current_process._tempdir
+ self._parent_pid = os.getpid()
+ self._popen = None
+ self._target = target
+ self._args = tuple(args)
+ self._kwargs = dict(kwargs)
+ self._name = name or type(self).__name__ + '-' + \
+ ':'.join(str(i) for i in self._identity)
+
+ def run(self):
+ '''
+ Method to be run in sub-process; can be overridden in sub-class
+ '''
+ if self._target:
+ self._target(*self._args, **self._kwargs)
+
+ def start(self):
+ '''
+ Start child process
+ '''
+ assert self._popen is None, 'cannot start a process twice'
+ assert self._parent_pid == os.getpid(), \
+ 'can only start a process object created by current process'
+ assert not _current_process._daemonic, \
+ 'daemonic processes are not allowed to have children'
+ _cleanup()
+ if self._Popen is not None:
+ Popen = self._Popen
+ else:
+ from .forking import Popen
+ self._popen = Popen(self)
+ _current_process._children.add(self)
+
+ def terminate(self):
+ '''
+ Terminate process; sends SIGTERM signal or uses TerminateProcess()
+ '''
+ self._popen.terminate()
+
+ def join(self, timeout=None):
+ '''
+ Wait until child process terminates
+ '''
+ assert self._parent_pid == os.getpid(), 'can only join a child process'
+ assert self._popen is not None, 'can only join a started process'
+ res = self._popen.wait(timeout)
+ if res is not None:
+ _current_process._children.discard(self)
+
+ def is_alive(self):
+ '''
+ Return whether process is alive
+ '''
+ if self is _current_process:
+ return True
+ assert self._parent_pid == os.getpid(), 'can only test a child process'
+ if self._popen is None:
+ return False
+ self._popen.poll()
+ return self._popen.returncode is None
+
+ def get_name(self):
+ '''
+ Return name of process
+ '''
+ return self._name
+
+ def set_name(self, name):
+ '''
+ Set name of process
+ '''
+ assert isinstance(name, str), 'name must be a string'
+ self._name = name
+
+ def is_daemon(self):
+ '''
+ Return whether process is a daemon
+ '''
+ return self._daemonic
+
+ def set_daemon(self, daemonic):
+ '''
+ Set whether process is a daemon
+ '''
+ assert self._popen is None, 'process has already started'
+ self._daemonic = daemonic
+
+ def get_authkey(self):
+ '''
+ Return authorization key of process
+ '''
+ return self._authkey
+
+ def set_authkey(self, authkey):
+ '''
+ Set authorization key of process
+ '''
+ self._authkey = AuthenticationString(authkey)
+
+ def get_exitcode(self):
+ '''
+ Return exit code of process or `None` if it has yet to stop
+ '''
+ if self._popen is None:
+ return self._popen
+ return self._popen.poll()
+
+ def get_ident(self):
+ '''
+ Return indentifier (PID) of process or `None` if it has yet to start
+ '''
+ if self is _current_process:
+ return os.getpid()
+ else:
+ return self._popen and self._popen.pid
+
+ pid = property(get_ident)
+
+ def __repr__(self):
+ if self is _current_process:
+ status = 'started'
+ elif self._parent_pid != os.getpid():
+ status = 'unknown'
+ elif self._popen is None:
+ status = 'initial'
+ else:
+ if self._popen.poll() is not None:
+ status = self.get_exitcode()
+ else:
+ status = 'started'
+
+ if type(status) is int:
+ if status == 0:
+ status = 'stopped'
+ else:
+ status = 'stopped[%s]' % _exitcode_to_name.get(status, status)
+
+ return '<%s(%s, %s%s)>' % (type(self).__name__, self._name,
+ status, self._daemonic and ' daemon' or '')
+
+ ##
+
+ def _bootstrap(self):
+ from . import util
+ global _current_process
+
+ try:
+ self._children = set()
+ self._counter = itertools.count(1)
+ try:
+ os.close(sys.stdin.fileno())
+ except (OSError, ValueError):
+ pass
+ _current_process = self
+ util._finalizer_registry.clear()
+ util._run_after_forkers()
+ util.info('child process calling self.run()')
+ try:
+ self.run()
+ exitcode = 0
+ finally:
+ util._exit_function()
+ except SystemExit, e:
+ if not e.args:
+ exitcode = 1
+ elif type(e.args[0]) is int:
+ exitcode = e.args[0]
+ else:
+ sys.stderr.write(e.args[0] + '\n')
+ sys.stderr.flush()
+ exitcode = 1
+ except:
+ exitcode = 1
+ import traceback
+ sys.stderr.write('Process %s:\n' % self.get_name())
+ sys.stderr.flush()
+ traceback.print_exc()
+
+ util.info('process exiting with exitcode %d' % exitcode)
+ return exitcode
+
+#
+# We subclass bytes to avoid accidental transmission of auth keys over network
+#
+
+class AuthenticationString(bytes):
+ def __reduce__(self):
+ from .forking import Popen
+ if not Popen.thread_is_spawning():
+ raise TypeError(
+ 'Pickling an AuthenticationString object is '
+ 'disallowed for security reasons'
+ )
+ return AuthenticationString, (bytes(self),)
+
+#
+# Create object representing the main process
+#
+
+class _MainProcess(Process):
+
+ def __init__(self):
+ self._identity = ()
+ self._daemonic = False
+ self._name = 'MainProcess'
+ self._parent_pid = None
+ self._popen = None
+ self._counter = itertools.count(1)
+ self._children = set()
+ self._authkey = AuthenticationString(os.urandom(32))
+ self._tempdir = None
+
+_current_process = _MainProcess()
+del _MainProcess
+
+#
+# Give names to some return codes
+#
+
+_exitcode_to_name = {}
+
+for name, signum in signal.__dict__.items():
+ if name[:3]=='SIG' and '_' not in name:
+ _exitcode_to_name[-signum] = name
diff --git a/Lib/multiprocessing/queues.py b/Lib/multiprocessing/queues.py
new file mode 100644
index 0000000..07d5aa9
--- /dev/null
+++ b/Lib/multiprocessing/queues.py
@@ -0,0 +1,356 @@
+#
+# Module implementing queues
+#
+# multiprocessing/queues.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = ['Queue', 'SimpleQueue']
+
+import sys
+import os
+import threading
+import collections
+import time
+import atexit
+import weakref
+
+from Queue import Empty, Full
+import _multiprocessing
+from multiprocessing import Pipe
+from multiprocessing.synchronize import Lock, BoundedSemaphore, Semaphore, Condition
+from multiprocessing.util import debug, info, Finalize, register_after_fork
+from multiprocessing.forking import assert_spawning
+
+#
+# Queue type using a pipe, buffer and thread
+#
+
+class Queue(object):
+
+ def __init__(self, maxsize=0):
+ if maxsize <= 0:
+ maxsize = _multiprocessing.SemLock.SEM_VALUE_MAX
+ self._maxsize = maxsize
+ self._reader, self._writer = Pipe(duplex=False)
+ self._rlock = Lock()
+ self._opid = os.getpid()
+ if sys.platform == 'win32':
+ self._wlock = None
+ else:
+ self._wlock = Lock()
+ self._sem = BoundedSemaphore(maxsize)
+
+ self._after_fork()
+
+ if sys.platform != 'win32':
+ register_after_fork(self, Queue._after_fork)
+
+ def __getstate__(self):
+ assert_spawning(self)
+ return (self._maxsize, self._reader, self._writer,
+ self._rlock, self._wlock, self._sem, self._opid)
+
+ def __setstate__(self, state):
+ (self._maxsize, self._reader, self._writer,
+ self._rlock, self._wlock, self._sem, self._opid) = state
+ self._after_fork()
+
+ def _after_fork(self):
+ debug('Queue._after_fork()')
+ self._notempty = threading.Condition(threading.Lock())
+ self._buffer = collections.deque()
+ self._thread = None
+ self._jointhread = None
+ self._joincancelled = False
+ self._closed = False
+ self._close = None
+ self._send = self._writer.send
+ self._recv = self._reader.recv
+ self._poll = self._reader.poll
+
+ def put(self, obj, block=True, timeout=None):
+ assert not self._closed
+ if not self._sem.acquire(block, timeout):
+ raise Full
+
+ self._notempty.acquire()
+ try:
+ if self._thread is None:
+ self._start_thread()
+ self._buffer.append(obj)
+ self._notempty.notify()
+ finally:
+ self._notempty.release()
+
+ def get(self, block=True, timeout=None):
+ if block and timeout is None:
+ self._rlock.acquire()
+ try:
+ res = self._recv()
+ self._sem.release()
+ return res
+ finally:
+ self._rlock.release()
+
+ else:
+ if block:
+ deadline = time.time() + timeout
+ if not self._rlock.acquire(block, timeout):
+ raise Empty
+ try:
+ if not self._poll(block and (deadline-time.time()) or 0.0):
+ raise Empty
+ res = self._recv()
+ self._sem.release()
+ return res
+ finally:
+ self._rlock.release()
+
+ def qsize(self):
+ # Raises NotImplementError on Mac OSX because of broken sem_getvalue()
+ return self._maxsize - self._sem._semlock._get_value()
+
+ def empty(self):
+ return not self._poll()
+
+ def full(self):
+ return self._sem._semlock._is_zero()
+
+ def get_nowait(self):
+ return self.get(False)
+
+ def put_nowait(self, obj):
+ return self.put(obj, False)
+
+ def close(self):
+ self._closed = True
+ self._reader.close()
+ if self._close:
+ self._close()
+
+ def join_thread(self):
+ debug('Queue.join_thread()')
+ assert self._closed
+ if self._jointhread:
+ self._jointhread()
+
+ def cancel_join_thread(self):
+ debug('Queue.cancel_join_thread()')
+ self._joincancelled = True
+ try:
+ self._jointhread.cancel()
+ except AttributeError:
+ pass
+
+ def _start_thread(self):
+ debug('Queue._start_thread()')
+
+ # Start thread which transfers data from buffer to pipe
+ self._buffer.clear()
+ self._thread = threading.Thread(
+ target=Queue._feed,
+ args=(self._buffer, self._notempty, self._send,
+ self._wlock, self._writer.close),
+ name='QueueFeederThread'
+ )
+ self._thread.setDaemon(True)
+
+ debug('doing self._thread.start()')
+ self._thread.start()
+ debug('... done self._thread.start()')
+
+ # On process exit we will wait for data to be flushed to pipe.
+ #
+ # However, if this process created the queue then all
+ # processes which use the queue will be descendants of this
+ # process. Therefore waiting for the queue to be flushed
+ # is pointless once all the child processes have been joined.
+ created_by_this_process = (self._opid == os.getpid())
+ if not self._joincancelled and not created_by_this_process:
+ self._jointhread = Finalize(
+ self._thread, Queue._finalize_join,
+ [weakref.ref(self._thread)],
+ exitpriority=-5
+ )
+
+ # Send sentinel to the thread queue object when garbage collected
+ self._close = Finalize(
+ self, Queue._finalize_close,
+ [self._buffer, self._notempty],
+ exitpriority=10
+ )
+
+ @staticmethod
+ def _finalize_join(twr):
+ debug('joining queue thread')
+ thread = twr()
+ if thread is not None:
+ thread.join()
+ debug('... queue thread joined')
+ else:
+ debug('... queue thread already dead')
+
+ @staticmethod
+ def _finalize_close(buffer, notempty):
+ debug('telling queue thread to quit')
+ notempty.acquire()
+ try:
+ buffer.append(_sentinel)
+ notempty.notify()
+ finally:
+ notempty.release()
+
+ @staticmethod
+ def _feed(buffer, notempty, send, writelock, close):
+ debug('starting thread to feed data to pipe')
+ from .util import is_exiting
+
+ nacquire = notempty.acquire
+ nrelease = notempty.release
+ nwait = notempty.wait
+ bpopleft = buffer.popleft
+ sentinel = _sentinel
+ if sys.platform != 'win32':
+ wacquire = writelock.acquire
+ wrelease = writelock.release
+ else:
+ wacquire = None
+
+ try:
+ while 1:
+ nacquire()
+ try:
+ if not buffer:
+ nwait()
+ finally:
+ nrelease()
+ try:
+ while 1:
+ obj = bpopleft()
+ if obj is sentinel:
+ debug('feeder thread got sentinel -- exiting')
+ close()
+ return
+
+ if wacquire is None:
+ send(obj)
+ else:
+ wacquire()
+ try:
+ send(obj)
+ finally:
+ wrelease()
+ except IndexError:
+ pass
+ except Exception, e:
+ # Since this runs in a daemon thread the resources it uses
+ # may be become unusable while the process is cleaning up.
+ # We ignore errors which happen after the process has
+ # started to cleanup.
+ try:
+ if is_exiting():
+ info('error in queue thread: %s', e)
+ else:
+ import traceback
+ traceback.print_exc()
+ except Exception:
+ pass
+
+_sentinel = object()
+
+#
+# A queue type which also supports join() and task_done() methods
+#
+# Note that if you do not call task_done() for each finished task then
+# eventually the counter's semaphore may overflow causing Bad Things
+# to happen.
+#
+
+class JoinableQueue(Queue):
+
+ def __init__(self, maxsize=0):
+ Queue.__init__(self, maxsize)
+ self._unfinished_tasks = Semaphore(0)
+ self._cond = Condition()
+
+ def __getstate__(self):
+ return Queue.__getstate__(self) + (self._cond, self._unfinished_tasks)
+
+ def __setstate__(self, state):
+ Queue.__setstate__(self, state[:-2])
+ self._cond, self._unfinished_tasks = state[-2:]
+
+ def put(self, item, block=True, timeout=None):
+ Queue.put(self, item, block, timeout)
+ self._unfinished_tasks.release()
+
+ def task_done(self):
+ self._cond.acquire()
+ try:
+ if not self._unfinished_tasks.acquire(False):
+ raise ValueError('task_done() called too many times')
+ if self._unfinished_tasks._semlock._is_zero():
+ self._cond.notify_all()
+ finally:
+ self._cond.release()
+
+ def join(self):
+ self._cond.acquire()
+ try:
+ if not self._unfinished_tasks._semlock._is_zero():
+ self._cond.wait()
+ finally:
+ self._cond.release()
+
+#
+# Simplified Queue type -- really just a locked pipe
+#
+
+class SimpleQueue(object):
+
+ def __init__(self):
+ self._reader, self._writer = Pipe(duplex=False)
+ self._rlock = Lock()
+ if sys.platform == 'win32':
+ self._wlock = None
+ else:
+ self._wlock = Lock()
+ self._make_methods()
+
+ def empty(self):
+ return not self._reader.poll()
+
+ def __getstate__(self):
+ assert_spawning(self)
+ return (self._reader, self._writer, self._rlock, self._wlock)
+
+ def __setstate__(self, state):
+ (self._reader, self._writer, self._rlock, self._wlock) = state
+ self._make_methods()
+
+ def _make_methods(self):
+ recv = self._reader.recv
+ racquire, rrelease = self._rlock.acquire, self._rlock.release
+ def get():
+ racquire()
+ try:
+ return recv()
+ finally:
+ rrelease()
+ self.get = get
+
+ if self._wlock is None:
+ # writes to a message oriented win32 pipe are atomic
+ self.put = self._writer.send
+ else:
+ send = self._writer.send
+ wacquire, wrelease = self._wlock.acquire, self._wlock.release
+ def put(obj):
+ wacquire()
+ try:
+ return send(obj)
+ finally:
+ wrelease()
+ self.put = put
diff --git a/Lib/multiprocessing/reduction.py b/Lib/multiprocessing/reduction.py
new file mode 100644
index 0000000..aa77075
--- /dev/null
+++ b/Lib/multiprocessing/reduction.py
@@ -0,0 +1,190 @@
+#
+# Module to allow connection and socket objects to be transferred
+# between processes
+#
+# multiprocessing/reduction.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = []
+
+import os
+import sys
+import socket
+import threading
+import copy_reg
+
+import _multiprocessing
+from multiprocessing import current_process
+from multiprocessing.forking import Popen, duplicate, close
+from multiprocessing.util import register_after_fork, debug, sub_debug
+from multiprocessing.connection import Client, Listener
+
+
+#
+#
+#
+
+if not(sys.platform == 'win32' or hasattr(_multiprocessing, 'recvfd')):
+ raise ImportError('pickling of connections not supported')
+
+#
+# Platform specific definitions
+#
+
+if sys.platform == 'win32':
+ import _subprocess
+ from ._multiprocessing import win32
+
+ def send_handle(conn, handle, destination_pid):
+ process_handle = win32.OpenProcess(
+ win32.PROCESS_ALL_ACCESS, False, destination_pid
+ )
+ try:
+ new_handle = duplicate(handle, process_handle)
+ conn.send(new_handle)
+ finally:
+ close(process_handle)
+
+ def recv_handle(conn):
+ return conn.recv()
+
+else:
+ def send_handle(conn, handle, destination_pid):
+ _multiprocessing.sendfd(conn.fileno(), handle)
+
+ def recv_handle(conn):
+ return _multiprocessing.recvfd(conn.fileno())
+
+#
+# Support for a per-process server thread which caches pickled handles
+#
+
+_cache = set()
+
+def _reset(obj):
+ global _lock, _listener, _cache
+ for h in _cache:
+ close(h)
+ _cache.clear()
+ _lock = threading.Lock()
+ _listener = None
+
+_reset(None)
+register_after_fork(_reset, _reset)
+
+def _get_listener():
+ global _listener
+
+ if _listener is None:
+ _lock.acquire()
+ try:
+ if _listener is None:
+ debug('starting listener and thread for sending handles')
+ _listener = Listener(authkey=current_process().get_authkey())
+ t = threading.Thread(target=_serve)
+ t.setDaemon(True)
+ t.start()
+ finally:
+ _lock.release()
+
+ return _listener
+
+def _serve():
+ from .util import is_exiting, sub_warning
+
+ while 1:
+ try:
+ conn = _listener.accept()
+ handle_wanted, destination_pid = conn.recv()
+ _cache.remove(handle_wanted)
+ send_handle(conn, handle_wanted, destination_pid)
+ close(handle_wanted)
+ conn.close()
+ except:
+ if not is_exiting():
+ import traceback
+ sub_warning(
+ 'thread for sharing handles raised exception :\n' +
+ '-'*79 + '\n' + traceback.format_exc() + '-'*79
+ )
+
+#
+# Functions to be used for pickling/unpickling objects with handles
+#
+
+def reduce_handle(handle):
+ if Popen.thread_is_spawning():
+ return (None, Popen.duplicate_for_child(handle), True)
+ dup_handle = duplicate(handle)
+ _cache.add(dup_handle)
+ sub_debug('reducing handle %d', handle)
+ return (_get_listener().address, dup_handle, False)
+
+def rebuild_handle(pickled_data):
+ address, handle, inherited = pickled_data
+ if inherited:
+ return handle
+ sub_debug('rebuilding handle %d', handle)
+ conn = Client(address, authkey=current_process().get_authkey())
+ conn.send((handle, os.getpid()))
+ new_handle = recv_handle(conn)
+ conn.close()
+ return new_handle
+
+#
+# Register `_multiprocessing.Connection` with `copy_reg`
+#
+
+def reduce_connection(conn):
+ rh = reduce_handle(conn.fileno())
+ return rebuild_connection, (rh, conn.readable, conn.writable)
+
+def rebuild_connection(reduced_handle, readable, writable):
+ handle = rebuild_handle(reduced_handle)
+ return _multiprocessing.Connection(
+ handle, readable=readable, writable=writable
+ )
+
+copy_reg.pickle(_multiprocessing.Connection, reduce_connection)
+
+#
+# Register `socket.socket` with `copy_reg`
+#
+
+def fromfd(fd, family, type_, proto=0):
+ s = socket.fromfd(fd, family, type_, proto)
+ if s.__class__ is not socket.socket:
+ s = socket.socket(_sock=s)
+ return s
+
+def reduce_socket(s):
+ reduced_handle = reduce_handle(s.fileno())
+ return rebuild_socket, (reduced_handle, s.family, s.type, s.proto)
+
+def rebuild_socket(reduced_handle, family, type_, proto):
+ fd = rebuild_handle(reduced_handle)
+ _sock = fromfd(fd, family, type_, proto)
+ close(fd)
+ return _sock
+
+copy_reg.pickle(socket.socket, reduce_socket)
+
+#
+# Register `_multiprocessing.PipeConnection` with `copy_reg`
+#
+
+if sys.platform == 'win32':
+
+ def reduce_pipe_connection(conn):
+ rh = reduce_handle(conn.fileno())
+ return rebuild_pipe_connection, (rh, conn.readable, conn.writable)
+
+ def rebuild_pipe_connection(reduced_handle, readable, writable):
+ handle = rebuild_handle(reduced_handle)
+ return _multiprocessing.PipeConnection(
+ handle, readable=readable, writable=writable
+ )
+
+ copy_reg.pickle(_multiprocessing.PipeConnection, reduce_pipe_connection)
diff --git a/Lib/multiprocessing/sharedctypes.py b/Lib/multiprocessing/sharedctypes.py
new file mode 100644
index 0000000..6877249
--- /dev/null
+++ b/Lib/multiprocessing/sharedctypes.py
@@ -0,0 +1,234 @@
+#
+# Module which supports allocation of ctypes objects from shared memory
+#
+# multiprocessing/sharedctypes.py
+#
+# Copyright (c) 2007-2008, R Oudkerk --- see COPYING.txt
+#
+
+import sys
+import ctypes
+import weakref
+import copy_reg
+
+from multiprocessing import heap, RLock
+from multiprocessing.forking import assert_spawning
+
+__all__ = ['RawValue', 'RawArray', 'Value', 'Array', 'copy', 'synchronized']
+
+#
+#
+#
+
+typecode_to_type = {
+ 'c': ctypes.c_char, 'u': ctypes.c_wchar,
+ 'b': ctypes.c_byte, 'B': ctypes.c_ubyte,
+ 'h': ctypes.c_short, 'H': ctypes.c_ushort,
+ 'i': ctypes.c_int, 'I': ctypes.c_uint,
+ 'l': ctypes.c_long, 'L': ctypes.c_ulong,
+ 'f': ctypes.c_float, 'd': ctypes.c_double
+ }
+
+#
+#
+#
+
+def _new_value(type_):
+ size = ctypes.sizeof(type_)
+ wrapper = heap.BufferWrapper(size)
+ return rebuild_ctype(type_, wrapper, None)
+
+def RawValue(typecode_or_type, *args):
+ '''
+ Returns a ctypes object allocated from shared memory
+ '''
+ type_ = typecode_to_type.get(typecode_or_type, typecode_or_type)
+ obj = _new_value(type_)
+ ctypes.memset(ctypes.addressof(obj), 0, ctypes.sizeof(obj))
+ obj.__init__(*args)
+ return obj
+
+def RawArray(typecode_or_type, size_or_initializer):
+ '''
+ Returns a ctypes array allocated from shared memory
+ '''
+ type_ = typecode_to_type.get(typecode_or_type, typecode_or_type)
+ if isinstance(size_or_initializer, int):
+ type_ = type_ * size_or_initializer
+ return _new_value(type_)
+ else:
+ type_ = type_ * len(size_or_initializer)
+ result = _new_value(type_)
+ result.__init__(*size_or_initializer)
+ return result
+
+def Value(typecode_or_type, *args, **kwds):
+ '''
+ Return a synchronization wrapper for a Value
+ '''
+ lock = kwds.pop('lock', None)
+ if kwds:
+ raise ValueError('unrecognized keyword argument(s): %s' % kwds.keys())
+ obj = RawValue(typecode_or_type, *args)
+ if lock is None:
+ lock = RLock()
+ assert hasattr(lock, 'acquire')
+ return synchronized(obj, lock)
+
+def Array(typecode_or_type, size_or_initializer, **kwds):
+ '''
+ Return a synchronization wrapper for a RawArray
+ '''
+ lock = kwds.pop('lock', None)
+ if kwds:
+ raise ValueError('unrecognized keyword argument(s): %s' % kwds.keys())
+ obj = RawArray(typecode_or_type, size_or_initializer)
+ if lock is None:
+ lock = RLock()
+ assert hasattr(lock, 'acquire')
+ return synchronized(obj, lock)
+
+def copy(obj):
+ new_obj = _new_value(type(obj))
+ ctypes.pointer(new_obj)[0] = obj
+ return new_obj
+
+def synchronized(obj, lock=None):
+ assert not isinstance(obj, SynchronizedBase), 'object already synchronized'
+
+ if isinstance(obj, ctypes._SimpleCData):
+ return Synchronized(obj, lock)
+ elif isinstance(obj, ctypes.Array):
+ if obj._type_ is ctypes.c_char:
+ return SynchronizedString(obj, lock)
+ return SynchronizedArray(obj, lock)
+ else:
+ cls = type(obj)
+ try:
+ scls = class_cache[cls]
+ except KeyError:
+ names = [field[0] for field in cls._fields_]
+ d = dict((name, make_property(name)) for name in names)
+ classname = 'Synchronized' + cls.__name__
+ scls = class_cache[cls] = type(classname, (SynchronizedBase,), d)
+ return scls(obj, lock)
+
+#
+# Functions for pickling/unpickling
+#
+
+def reduce_ctype(obj):
+ assert_spawning(obj)
+ if isinstance(obj, ctypes.Array):
+ return rebuild_ctype, (obj._type_, obj._wrapper, obj._length_)
+ else:
+ return rebuild_ctype, (type(obj), obj._wrapper, None)
+
+def rebuild_ctype(type_, wrapper, length):
+ if length is not None:
+ type_ = type_ * length
+ if sys.platform == 'win32' and type_ not in copy_reg.dispatch_table:
+ copy_reg.pickle(type_, reduce_ctype)
+ obj = type_.from_address(wrapper.get_address())
+ obj._wrapper = wrapper
+ return obj
+
+#
+# Function to create properties
+#
+
+def make_property(name):
+ try:
+ return prop_cache[name]
+ except KeyError:
+ d = {}
+ exec template % ((name,)*7) in d
+ prop_cache[name] = d[name]
+ return d[name]
+
+template = '''
+def get%s(self):
+ self.acquire()
+ try:
+ return self._obj.%s
+ finally:
+ self.release()
+def set%s(self, value):
+ self.acquire()
+ try:
+ self._obj.%s = value
+ finally:
+ self.release()
+%s = property(get%s, set%s)
+'''
+
+prop_cache = {}
+class_cache = weakref.WeakKeyDictionary()
+
+#
+# Synchronized wrappers
+#
+
+class SynchronizedBase(object):
+
+ def __init__(self, obj, lock=None):
+ self._obj = obj
+ self._lock = lock or RLock()
+ self.acquire = self._lock.acquire
+ self.release = self._lock.release
+
+ def __reduce__(self):
+ assert_spawning(self)
+ return synchronized, (self._obj, self._lock)
+
+ def get_obj(self):
+ return self._obj
+
+ def get_lock(self):
+ return self._lock
+
+ def __repr__(self):
+ return '<%s wrapper for %s>' % (type(self).__name__, self._obj)
+
+
+class Synchronized(SynchronizedBase):
+ value = make_property('value')
+
+
+class SynchronizedArray(SynchronizedBase):
+
+ def __len__(self):
+ return len(self._obj)
+
+ def __getitem__(self, i):
+ self.acquire()
+ try:
+ return self._obj[i]
+ finally:
+ self.release()
+
+ def __setitem__(self, i, value):
+ self.acquire()
+ try:
+ self._obj[i] = value
+ finally:
+ self.release()
+
+ def __getslice__(self, start, stop):
+ self.acquire()
+ try:
+ return self._obj[start:stop]
+ finally:
+ self.release()
+
+ def __setslice__(self, start, stop, values):
+ self.acquire()
+ try:
+ self._obj[start:stop] = values
+ finally:
+ self.release()
+
+
+class SynchronizedString(SynchronizedArray):
+ value = make_property('value')
+ raw = make_property('raw')
diff --git a/Lib/multiprocessing/synchronize.py b/Lib/multiprocessing/synchronize.py
new file mode 100644
index 0000000..aa09857
--- /dev/null
+++ b/Lib/multiprocessing/synchronize.py
@@ -0,0 +1,294 @@
+#
+# Module implementing synchronization primitives
+#
+# multiprocessing/synchronize.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+__all__ = [
+ 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore', 'Condition', 'Event'
+ ]
+
+import threading
+import os
+import sys
+
+from time import time as _time, sleep as _sleep
+
+import _multiprocessing
+from multiprocessing.process import current_process
+from multiprocessing.util import Finalize, register_after_fork, debug
+from multiprocessing.forking import assert_spawning, Popen
+
+#
+# Constants
+#
+
+RECURSIVE_MUTEX, SEMAPHORE = range(2)
+SEM_VALUE_MAX = _multiprocessing.SemLock.SEM_VALUE_MAX
+
+#
+# Base class for semaphores and mutexes; wraps `_multiprocessing.SemLock`
+#
+
+class SemLock(object):
+
+ def __init__(self, kind, value, maxvalue):
+ sl = self._semlock = _multiprocessing.SemLock(kind, value, maxvalue)
+ debug('created semlock with handle %s' % sl.handle)
+ self._make_methods()
+
+ if sys.platform != 'win32':
+ def _after_fork(obj):
+ obj._semlock._after_fork()
+ register_after_fork(self, _after_fork)
+
+ def _make_methods(self):
+ self.acquire = self._semlock.acquire
+ self.release = self._semlock.release
+ self.__enter__ = self._semlock.__enter__
+ self.__exit__ = self._semlock.__exit__
+
+ def __getstate__(self):
+ assert_spawning(self)
+ sl = self._semlock
+ return (Popen.duplicate_for_child(sl.handle), sl.kind, sl.maxvalue)
+
+ def __setstate__(self, state):
+ self._semlock = _multiprocessing.SemLock._rebuild(*state)
+ debug('recreated blocker with handle %r' % state[0])
+ self._make_methods()
+
+#
+# Semaphore
+#
+
+class Semaphore(SemLock):
+
+ def __init__(self, value=1):
+ SemLock.__init__(self, SEMAPHORE, value, SEM_VALUE_MAX)
+
+ def get_value(self):
+ return self._semlock._get_value()
+
+ def __repr__(self):
+ try:
+ value = self._semlock._get_value()
+ except Exception:
+ value = 'unknown'
+ return '<Semaphore(value=%s)>' % value
+
+#
+# Bounded semaphore
+#
+
+class BoundedSemaphore(Semaphore):
+
+ def __init__(self, value=1):
+ SemLock.__init__(self, SEMAPHORE, value, value)
+
+ def __repr__(self):
+ try:
+ value = self._semlock._get_value()
+ except Exception:
+ value = 'unknown'
+ return '<BoundedSemaphore(value=%s, maxvalue=%s)>' % \
+ (value, self._semlock.maxvalue)
+
+#
+# Non-recursive lock
+#
+
+class Lock(SemLock):
+
+ def __init__(self):
+ SemLock.__init__(self, SEMAPHORE, 1, 1)
+
+ def __repr__(self):
+ try:
+ if self._semlock._is_mine():
+ name = current_process().get_name()
+ if threading.currentThread().getName() != 'MainThread':
+ name += '|' + threading.currentThread().getName()
+ elif self._semlock._get_value() == 1:
+ name = 'None'
+ elif self._semlock._count() > 0:
+ name = 'SomeOtherThread'
+ else:
+ name = 'SomeOtherProcess'
+ except Exception:
+ name = 'unknown'
+ return '<Lock(owner=%s)>' % name
+
+#
+# Recursive lock
+#
+
+class RLock(SemLock):
+
+ def __init__(self):
+ SemLock.__init__(self, RECURSIVE_MUTEX, 1, 1)
+
+ def __repr__(self):
+ try:
+ if self._semlock._is_mine():
+ name = current_process().get_name()
+ if threading.currentThread().getName() != 'MainThread':
+ name += '|' + threading.currentThread().getName()
+ count = self._semlock._count()
+ elif self._semlock._get_value() == 1:
+ name, count = 'None', 0
+ elif self._semlock._count() > 0:
+ name, count = 'SomeOtherThread', 'nonzero'
+ else:
+ name, count = 'SomeOtherProcess', 'nonzero'
+ except Exception:
+ name, count = 'unknown', 'unknown'
+ return '<RLock(%s, %s)>' % (name, count)
+
+#
+# Condition variable
+#
+
+class Condition(object):
+
+ def __init__(self, lock=None):
+ self._lock = lock or RLock()
+ self._sleeping_count = Semaphore(0)
+ self._woken_count = Semaphore(0)
+ self._wait_semaphore = Semaphore(0)
+ self._make_methods()
+
+ def __getstate__(self):
+ assert_spawning(self)
+ return (self._lock, self._sleeping_count,
+ self._woken_count, self._wait_semaphore)
+
+ def __setstate__(self, state):
+ (self._lock, self._sleeping_count,
+ self._woken_count, self._wait_semaphore) = state
+ self._make_methods()
+
+ def _make_methods(self):
+ self.acquire = self._lock.acquire
+ self.release = self._lock.release
+ self.__enter__ = self._lock.__enter__
+ self.__exit__ = self._lock.__exit__
+
+ def __repr__(self):
+ try:
+ num_waiters = (self._sleeping_count._semlock._get_value() -
+ self._woken_count._semlock._get_value())
+ except Exception:
+ num_waiters = 'unkown'
+ return '<Condition(%s, %s)>' % (self._lock, num_waiters)
+
+ def wait(self, timeout=None):
+ assert self._lock._semlock._is_mine(), \
+ 'must acquire() condition before using wait()'
+
+ # indicate that this thread is going to sleep
+ self._sleeping_count.release()
+
+ # release lock
+ count = self._lock._semlock._count()
+ for i in xrange(count):
+ self._lock.release()
+
+ try:
+ # wait for notification or timeout
+ self._wait_semaphore.acquire(True, timeout)
+ finally:
+ # indicate that this thread has woken
+ self._woken_count.release()
+
+ # reacquire lock
+ for i in xrange(count):
+ self._lock.acquire()
+
+ def notify(self):
+ assert self._lock._semlock._is_mine(), 'lock is not owned'
+ assert not self._wait_semaphore.acquire(False)
+
+ # to take account of timeouts since last notify() we subtract
+ # woken_count from sleeping_count and rezero woken_count
+ while self._woken_count.acquire(False):
+ res = self._sleeping_count.acquire(False)
+ assert res
+
+ if self._sleeping_count.acquire(False): # try grabbing a sleeper
+ self._wait_semaphore.release() # wake up one sleeper
+ self._woken_count.acquire() # wait for the sleeper to wake
+
+ # rezero _wait_semaphore in case a timeout just happened
+ self._wait_semaphore.acquire(False)
+
+ def notify_all(self):
+ assert self._lock._semlock._is_mine(), 'lock is not owned'
+ assert not self._wait_semaphore.acquire(False)
+
+ # to take account of timeouts since last notify*() we subtract
+ # woken_count from sleeping_count and rezero woken_count
+ while self._woken_count.acquire(False):
+ res = self._sleeping_count.acquire(False)
+ assert res
+
+ sleepers = 0
+ while self._sleeping_count.acquire(False):
+ self._wait_semaphore.release() # wake up one sleeper
+ sleepers += 1
+
+ if sleepers:
+ for i in xrange(sleepers):
+ self._woken_count.acquire() # wait for a sleeper to wake
+
+ # rezero wait_semaphore in case some timeouts just happened
+ while self._wait_semaphore.acquire(False):
+ pass
+
+#
+# Event
+#
+
+class Event(object):
+
+ def __init__(self):
+ self._cond = Condition(Lock())
+ self._flag = Semaphore(0)
+
+ def is_set(self):
+ self._cond.acquire()
+ try:
+ if self._flag.acquire(False):
+ self._flag.release()
+ return True
+ return False
+ finally:
+ self._cond.release()
+
+ def set(self):
+ self._cond.acquire()
+ try:
+ self._flag.acquire(False)
+ self._flag.release()
+ self._cond.notify_all()
+ finally:
+ self._cond.release()
+
+ def clear(self):
+ self._cond.acquire()
+ try:
+ self._flag.acquire(False)
+ finally:
+ self._cond.release()
+
+ def wait(self, timeout=None):
+ self._cond.acquire()
+ try:
+ if self._flag.acquire(False):
+ self._flag.release()
+ else:
+ self._cond.wait(timeout)
+ finally:
+ self._cond.release()
diff --git a/Lib/multiprocessing/util.py b/Lib/multiprocessing/util.py
new file mode 100644
index 0000000..d1b190c
--- /dev/null
+++ b/Lib/multiprocessing/util.py
@@ -0,0 +1,336 @@
+#
+# Module providing various facilities to other parts of the package
+#
+# multiprocessing/util.py
+#
+# Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
+#
+
+import itertools
+import weakref
+import copy_reg
+import atexit
+import threading # we want threading to install it's
+ # cleanup function before multiprocessing does
+
+from multiprocessing.process import current_process, active_children
+
+__all__ = [
+ 'sub_debug', 'debug', 'info', 'sub_warning', 'get_logger',
+ 'log_to_stderr', 'get_temp_dir', 'register_after_fork',
+ 'is_exiting', 'Finalize', 'ForkAwareThreadLock', 'ForkAwareLocal'
+ ]
+
+#
+# Logging
+#
+
+NOTSET = 0
+SUBDEBUG = 5
+DEBUG = 10
+INFO = 20
+SUBWARNING = 25
+
+LOGGER_NAME = 'multiprocessing'
+DEFAULT_LOGGING_FORMAT = '[%(levelname)s/%(processName)s] %(message)s'
+
+_logger = None
+_log_to_stderr = False
+
+def sub_debug(msg, *args):
+ if _logger:
+ _logger.log(SUBDEBUG, msg, *args)
+
+def debug(msg, *args):
+ if _logger:
+ _logger.log(DEBUG, msg, *args)
+
+def info(msg, *args):
+ if _logger:
+ _logger.log(INFO, msg, *args)
+
+def sub_warning(msg, *args):
+ if _logger:
+ _logger.log(SUBWARNING, msg, *args)
+
+def get_logger():
+ '''
+ Returns logger used by multiprocessing
+ '''
+ global _logger
+
+ if not _logger:
+ import logging, atexit
+
+ # XXX multiprocessing should cleanup before logging
+ if hasattr(atexit, 'unregister'):
+ atexit.unregister(_exit_function)
+ atexit.register(_exit_function)
+ else:
+ atexit._exithandlers.remove((_exit_function, (), {}))
+ atexit._exithandlers.append((_exit_function, (), {}))
+
+ _check_logger_class()
+ _logger = logging.getLogger(LOGGER_NAME)
+
+ return _logger
+
+def _check_logger_class():
+ '''
+ Make sure process name is recorded when loggers are used
+ '''
+ # XXX This function is unnecessary once logging is patched
+ import logging
+ if hasattr(logging, 'multiprocessing'):
+ return
+
+ logging._acquireLock()
+ try:
+ OldLoggerClass = logging.getLoggerClass()
+ if not getattr(OldLoggerClass, '_process_aware', False):
+ class ProcessAwareLogger(OldLoggerClass):
+ _process_aware = True
+ def makeRecord(self, *args, **kwds):
+ record = OldLoggerClass.makeRecord(self, *args, **kwds)
+ record.processName = current_process()._name
+ return record
+ logging.setLoggerClass(ProcessAwareLogger)
+ finally:
+ logging._releaseLock()
+
+def log_to_stderr(level=None):
+ '''
+ Turn on logging and add a handler which prints to stderr
+ '''
+ global _log_to_stderr
+ import logging
+ logger = get_logger()
+ formatter = logging.Formatter(DEFAULT_LOGGING_FORMAT)
+ handler = logging.StreamHandler()
+ handler.setFormatter(formatter)
+ logger.addHandler(handler)
+ if level is not None:
+ logger.setLevel(level)
+ _log_to_stderr = True
+
+#
+# Function returning a temp directory which will be removed on exit
+#
+
+def get_temp_dir():
+ # get name of a temp directory which will be automatically cleaned up
+ if current_process()._tempdir is None:
+ import shutil, tempfile
+ tempdir = tempfile.mkdtemp(prefix='pymp-')
+ info('created temp directory %s', tempdir)
+ Finalize(None, shutil.rmtree, args=[tempdir], exitpriority=-100)
+ current_process()._tempdir = tempdir
+ return current_process()._tempdir
+
+#
+# Support for reinitialization of objects when bootstrapping a child process
+#
+
+_afterfork_registry = weakref.WeakValueDictionary()
+_afterfork_counter = itertools.count()
+
+def _run_after_forkers():
+ items = list(_afterfork_registry.items())
+ items.sort()
+ for (index, ident, func), obj in items:
+ try:
+ func(obj)
+ except Exception, e:
+ info('after forker raised exception %s', e)
+
+def register_after_fork(obj, func):
+ _afterfork_registry[(_afterfork_counter.next(), id(obj), func)] = obj
+
+#
+# Finalization using weakrefs
+#
+
+_finalizer_registry = {}
+_finalizer_counter = itertools.count()
+
+
+class Finalize(object):
+ '''
+ Class which supports object finalization using weakrefs
+ '''
+ def __init__(self, obj, callback, args=(), kwargs=None, exitpriority=None):
+ assert exitpriority is None or type(exitpriority) is int
+
+ if obj is not None:
+ self._weakref = weakref.ref(obj, self)
+ else:
+ assert exitpriority is not None
+
+ self._callback = callback
+ self._args = args
+ self._kwargs = kwargs or {}
+ self._key = (exitpriority, _finalizer_counter.next())
+
+ _finalizer_registry[self._key] = self
+
+ def __call__(self, wr=None):
+ '''
+ Run the callback unless it has already been called or cancelled
+ '''
+ try:
+ del _finalizer_registry[self._key]
+ except KeyError:
+ sub_debug('finalizer no longer registered')
+ else:
+ sub_debug('finalizer calling %s with args %s and kwargs %s',
+ self._callback, self._args, self._kwargs)
+ res = self._callback(*self._args, **self._kwargs)
+ self._weakref = self._callback = self._args = \
+ self._kwargs = self._key = None
+ return res
+
+ def cancel(self):
+ '''
+ Cancel finalization of the object
+ '''
+ try:
+ del _finalizer_registry[self._key]
+ except KeyError:
+ pass
+ else:
+ self._weakref = self._callback = self._args = \
+ self._kwargs = self._key = None
+
+ def still_active(self):
+ '''
+ Return whether this finalizer is still waiting to invoke callback
+ '''
+ return self._key in _finalizer_registry
+
+ def __repr__(self):
+ try:
+ obj = self._weakref()
+ except (AttributeError, TypeError):
+ obj = None
+
+ if obj is None:
+ return '<Finalize object, dead>'
+
+ x = '<Finalize object, callback=%s' % \
+ getattr(self._callback, '__name__', self._callback)
+ if self._args:
+ x += ', args=' + str(self._args)
+ if self._kwargs:
+ x += ', kwargs=' + str(self._kwargs)
+ if self._key[0] is not None:
+ x += ', exitprority=' + str(self._key[0])
+ return x + '>'
+
+
+def _run_finalizers(minpriority=None):
+ '''
+ Run all finalizers whose exit priority is not None and at least minpriority
+
+ Finalizers with highest priority are called first; finalizers with
+ the same priority will be called in reverse order of creation.
+ '''
+ if minpriority is None:
+ f = lambda p : p[0][0] is not None
+ else:
+ f = lambda p : p[0][0] is not None and p[0][0] >= minpriority
+
+ items = [x for x in _finalizer_registry.items() if f(x)]
+ items.sort(reverse=True)
+
+ for key, finalizer in items:
+ sub_debug('calling %s', finalizer)
+ try:
+ finalizer()
+ except Exception:
+ import traceback
+ traceback.print_exc()
+
+ if minpriority is None:
+ _finalizer_registry.clear()
+
+#
+# Clean up on exit
+#
+
+def is_exiting():
+ '''
+ Returns true if the process is shutting down
+ '''
+ return _exiting or _exiting is None
+
+_exiting = False
+
+def _exit_function():
+ global _exiting
+
+ info('process shutting down')
+ debug('running all "atexit" finalizers with priority >= 0')
+ _run_finalizers(0)
+
+ for p in active_children():
+ if p._daemonic:
+ info('calling terminate() for daemon %s', p.get_name())
+ p._popen.terminate()
+
+ for p in active_children():
+ info('calling join() for process %s', p.get_name())
+ p.join()
+
+ debug('running the remaining "atexit" finalizers')
+ _run_finalizers()
+
+atexit.register(_exit_function)
+
+#
+# Some fork aware types
+#
+
+class ForkAwareThreadLock(object):
+ def __init__(self):
+ self._lock = threading.Lock()
+ self.acquire = self._lock.acquire
+ self.release = self._lock.release
+ register_after_fork(self, ForkAwareThreadLock.__init__)
+
+class ForkAwareLocal(threading.local):
+ def __init__(self):
+ register_after_fork(self, lambda obj : obj.__dict__.clear())
+ def __reduce__(self):
+ return type(self), ()
+
+#
+# Try making some callable types picklable
+#
+
+def _reduce_method(m):
+ if m.im_self is None:
+ return getattr, (m.im_class, m.im_func.func_name)
+ else:
+ return getattr, (m.im_self, m.im_func.func_name)
+copy_reg.pickle(type(Finalize.__init__), _reduce_method)
+
+def _reduce_method_descriptor(m):
+ return getattr, (m.__objclass__, m.__name__)
+copy_reg.pickle(type(list.append), _reduce_method_descriptor)
+copy_reg.pickle(type(int.__add__), _reduce_method_descriptor)
+
+def _reduce_builtin_function_or_method(m):
+ return getattr, (m.__self__, m.__name__)
+copy_reg.pickle(type(list().append), _reduce_builtin_function_or_method)
+copy_reg.pickle(type(int().__add__), _reduce_builtin_function_or_method)
+
+try:
+ from functools import partial
+except ImportError:
+ pass
+else:
+ def _reduce_partial(p):
+ return _rebuild_partial, (p.func, p.args, p.keywords or {})
+ def _rebuild_partial(func, args, keywords):
+ return partial(func, *args, **keywords)
+ copy_reg.pickle(partial, _reduce_partial)
diff --git a/Lib/test/test_multiprocessing.py b/Lib/test/test_multiprocessing.py
new file mode 100644
index 0000000..523809b
--- /dev/null
+++ b/Lib/test/test_multiprocessing.py
@@ -0,0 +1,1791 @@
+#
+# Unit tests for the multiprocessing package
+#
+
+import unittest
+import threading
+import Queue
+import time
+import sys
+import os
+import gc
+import signal
+import array
+import copy
+import socket
+import random
+import logging
+
+import _multiprocessing
+import multiprocessing.dummy
+import multiprocessing.connection
+import multiprocessing.managers
+import multiprocessing.heap
+import multiprocessing.managers
+import multiprocessing.pool
+
+from multiprocessing import util
+
+#
+#
+#
+
+if sys.version_info >= (3, 0):
+ def latin(s):
+ return s.encode('latin')
+else:
+ latin = str
+
+try:
+ bytes
+except NameError:
+ bytes = str
+ def bytearray(seq):
+ return array.array('c', seq)
+
+#
+# Constants
+#
+
+LOG_LEVEL = util.SUBWARNING
+#LOG_LEVEL = logging.WARNING
+
+DELTA = 0.1
+CHECK_TIMINGS = False # making true makes tests take a lot longer
+ # and can sometimes cause some non-serious
+ # failures because some calls block a bit
+ # longer than expected
+if CHECK_TIMINGS:
+ TIMEOUT1, TIMEOUT2, TIMEOUT3 = 0.82, 0.35, 1.4
+else:
+ TIMEOUT1, TIMEOUT2, TIMEOUT3 = 0.1, 0.1, 0.1
+
+HAVE_GETVALUE = not getattr(_multiprocessing,
+ 'HAVE_BROKEN_SEM_GETVALUE', False)
+
+#
+# Creates a wrapper for a function which records the time it takes to finish
+#
+
+class TimingWrapper(object):
+
+ def __init__(self, func):
+ self.func = func
+ self.elapsed = None
+
+ def __call__(self, *args, **kwds):
+ t = time.time()
+ try:
+ return self.func(*args, **kwds)
+ finally:
+ self.elapsed = time.time() - t
+
+#
+# Base class for test cases
+#
+
+class BaseTestCase(object):
+
+ ALLOWED_TYPES = ('processes', 'manager', 'threads')
+
+ def assertTimingAlmostEqual(self, a, b):
+ if CHECK_TIMINGS:
+ self.assertAlmostEqual(a, b, 1)
+
+ def assertReturnsIfImplemented(self, value, func, *args):
+ try:
+ res = func(*args)
+ except NotImplementedError:
+ pass
+ else:
+ return self.assertEqual(value, res)
+
+#
+# Return the value of a semaphore
+#
+
+def get_value(self):
+ try:
+ return self.get_value()
+ except AttributeError:
+ try:
+ return self._Semaphore__value
+ except AttributeError:
+ try:
+ return self._value
+ except AttributeError:
+ raise NotImplementedError
+
+#
+# Testcases
+#
+
+class _TestProcess(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes', 'threads')
+
+ def test_current(self):
+ if self.TYPE == 'threads':
+ return
+
+ current = self.current_process()
+ authkey = current.get_authkey()
+
+ self.assertTrue(current.is_alive())
+ self.assertTrue(not current.is_daemon())
+ self.assertTrue(isinstance(authkey, bytes))
+ self.assertTrue(len(authkey) > 0)
+ self.assertEqual(current.get_ident(), os.getpid())
+ self.assertEqual(current.get_exitcode(), None)
+
+ def _test(self, q, *args, **kwds):
+ current = self.current_process()
+ q.put(args)
+ q.put(kwds)
+ q.put(current.get_name())
+ if self.TYPE != 'threads':
+ q.put(bytes(current.get_authkey()))
+ q.put(current.pid)
+
+ def test_process(self):
+ q = self.Queue(1)
+ e = self.Event()
+ args = (q, 1, 2)
+ kwargs = {'hello':23, 'bye':2.54}
+ name = 'SomeProcess'
+ p = self.Process(
+ target=self._test, args=args, kwargs=kwargs, name=name
+ )
+ p.set_daemon(True)
+ current = self.current_process()
+
+ if self.TYPE != 'threads':
+ self.assertEquals(p.get_authkey(), current.get_authkey())
+ self.assertEquals(p.is_alive(), False)
+ self.assertEquals(p.is_daemon(), True)
+ self.assertTrue(p not in self.active_children())
+ self.assertTrue(type(self.active_children()) is list)
+ self.assertEqual(p.get_exitcode(), None)
+
+ p.start()
+
+ self.assertEquals(p.get_exitcode(), None)
+ self.assertEquals(p.is_alive(), True)
+ self.assertTrue(p in self.active_children())
+
+ self.assertEquals(q.get(), args[1:])
+ self.assertEquals(q.get(), kwargs)
+ self.assertEquals(q.get(), p.get_name())
+ if self.TYPE != 'threads':
+ self.assertEquals(q.get(), current.get_authkey())
+ self.assertEquals(q.get(), p.pid)
+
+ p.join()
+
+ self.assertEquals(p.get_exitcode(), 0)
+ self.assertEquals(p.is_alive(), False)
+ self.assertTrue(p not in self.active_children())
+
+ def _test_terminate(self):
+ time.sleep(1000)
+
+ def test_terminate(self):
+ if self.TYPE == 'threads':
+ return
+
+ p = self.Process(target=self._test_terminate)
+ p.set_daemon(True)
+ p.start()
+
+ self.assertEqual(p.is_alive(), True)
+ self.assertTrue(p in self.active_children())
+ self.assertEqual(p.get_exitcode(), None)
+
+ p.terminate()
+
+ join = TimingWrapper(p.join)
+ self.assertEqual(join(), None)
+ self.assertTimingAlmostEqual(join.elapsed, 0.0)
+
+ self.assertEqual(p.is_alive(), False)
+ self.assertTrue(p not in self.active_children())
+
+ p.join()
+
+ # XXX sometimes get p.get_exitcode() == 0 on Windows ...
+ #self.assertEqual(p.get_exitcode(), -signal.SIGTERM)
+
+ def test_cpu_count(self):
+ try:
+ cpus = multiprocessing.cpu_count()
+ except NotImplementedError:
+ cpus = 1
+ self.assertTrue(type(cpus) is int)
+ self.assertTrue(cpus >= 1)
+
+ def test_active_children(self):
+ self.assertEqual(type(self.active_children()), list)
+
+ p = self.Process(target=time.sleep, args=(DELTA,))
+ self.assertTrue(p not in self.active_children())
+
+ p.start()
+ self.assertTrue(p in self.active_children())
+
+ p.join()
+ self.assertTrue(p not in self.active_children())
+
+ def _test_recursion(self, wconn, id):
+ from multiprocessing import forking
+ wconn.send(id)
+ if len(id) < 2:
+ for i in range(2):
+ p = self.Process(
+ target=self._test_recursion, args=(wconn, id+[i])
+ )
+ p.start()
+ p.join()
+
+ def test_recursion(self):
+ rconn, wconn = self.Pipe(duplex=False)
+ self._test_recursion(wconn, [])
+
+ time.sleep(DELTA)
+ result = []
+ while rconn.poll():
+ result.append(rconn.recv())
+
+ expected = [
+ [],
+ [0],
+ [0, 0],
+ [0, 1],
+ [1],
+ [1, 0],
+ [1, 1]
+ ]
+ self.assertEqual(result, expected)
+
+#
+#
+#
+
+class _UpperCaser(multiprocessing.Process):
+
+ def __init__(self):
+ multiprocessing.Process.__init__(self)
+ self.child_conn, self.parent_conn = multiprocessing.Pipe()
+
+ def run(self):
+ self.parent_conn.close()
+ for s in iter(self.child_conn.recv, None):
+ self.child_conn.send(s.upper())
+ self.child_conn.close()
+
+ def submit(self, s):
+ assert type(s) is str
+ self.parent_conn.send(s)
+ return self.parent_conn.recv()
+
+ def stop(self):
+ self.parent_conn.send(None)
+ self.parent_conn.close()
+ self.child_conn.close()
+
+class _TestSubclassingProcess(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def test_subclassing(self):
+ uppercaser = _UpperCaser()
+ uppercaser.start()
+ self.assertEqual(uppercaser.submit('hello'), 'HELLO')
+ self.assertEqual(uppercaser.submit('world'), 'WORLD')
+ uppercaser.stop()
+ uppercaser.join()
+
+#
+#
+#
+
+def queue_empty(q):
+ if hasattr(q, 'empty'):
+ return q.empty()
+ else:
+ return q.qsize() == 0
+
+def queue_full(q, maxsize):
+ if hasattr(q, 'full'):
+ return q.full()
+ else:
+ return q.qsize() == maxsize
+
+
+class _TestQueue(BaseTestCase):
+
+
+ def _test_put(self, queue, child_can_start, parent_can_continue):
+ child_can_start.wait()
+ for i in range(6):
+ queue.get()
+ parent_can_continue.set()
+
+ def test_put(self):
+ MAXSIZE = 6
+ queue = self.Queue(maxsize=MAXSIZE)
+ child_can_start = self.Event()
+ parent_can_continue = self.Event()
+
+ proc = self.Process(
+ target=self._test_put,
+ args=(queue, child_can_start, parent_can_continue)
+ )
+ proc.set_daemon(True)
+ proc.start()
+
+ self.assertEqual(queue_empty(queue), True)
+ self.assertEqual(queue_full(queue, MAXSIZE), False)
+
+ queue.put(1)
+ queue.put(2, True)
+ queue.put(3, True, None)
+ queue.put(4, False)
+ queue.put(5, False, None)
+ queue.put_nowait(6)
+
+ # the values may be in buffer but not yet in pipe so sleep a bit
+ time.sleep(DELTA)
+
+ self.assertEqual(queue_empty(queue), False)
+ self.assertEqual(queue_full(queue, MAXSIZE), True)
+
+ put = TimingWrapper(queue.put)
+ put_nowait = TimingWrapper(queue.put_nowait)
+
+ self.assertRaises(Queue.Full, put, 7, False)
+ self.assertTimingAlmostEqual(put.elapsed, 0)
+
+ self.assertRaises(Queue.Full, put, 7, False, None)
+ self.assertTimingAlmostEqual(put.elapsed, 0)
+
+ self.assertRaises(Queue.Full, put_nowait, 7)
+ self.assertTimingAlmostEqual(put_nowait.elapsed, 0)
+
+ self.assertRaises(Queue.Full, put, 7, True, TIMEOUT1)
+ self.assertTimingAlmostEqual(put.elapsed, TIMEOUT1)
+
+ self.assertRaises(Queue.Full, put, 7, False, TIMEOUT2)
+ self.assertTimingAlmostEqual(put.elapsed, 0)
+
+ self.assertRaises(Queue.Full, put, 7, True, timeout=TIMEOUT3)
+ self.assertTimingAlmostEqual(put.elapsed, TIMEOUT3)
+
+ child_can_start.set()
+ parent_can_continue.wait()
+
+ self.assertEqual(queue_empty(queue), True)
+ self.assertEqual(queue_full(queue, MAXSIZE), False)
+
+ proc.join()
+
+ def _test_get(self, queue, child_can_start, parent_can_continue):
+ child_can_start.wait()
+ queue.put(1)
+ queue.put(2)
+ queue.put(3)
+ queue.put(4)
+ queue.put(5)
+ parent_can_continue.set()
+
+ def test_get(self):
+ queue = self.Queue()
+ child_can_start = self.Event()
+ parent_can_continue = self.Event()
+
+ proc = self.Process(
+ target=self._test_get,
+ args=(queue, child_can_start, parent_can_continue)
+ )
+ proc.set_daemon(True)
+ proc.start()
+
+ self.assertEqual(queue_empty(queue), True)
+
+ child_can_start.set()
+ parent_can_continue.wait()
+
+ time.sleep(DELTA)
+ self.assertEqual(queue_empty(queue), False)
+
+ self.assertEqual(queue.get(), 1)
+ self.assertEqual(queue.get(True, None), 2)
+ self.assertEqual(queue.get(True), 3)
+ self.assertEqual(queue.get(timeout=1), 4)
+ self.assertEqual(queue.get_nowait(), 5)
+
+ self.assertEqual(queue_empty(queue), True)
+
+ get = TimingWrapper(queue.get)
+ get_nowait = TimingWrapper(queue.get_nowait)
+
+ self.assertRaises(Queue.Empty, get, False)
+ self.assertTimingAlmostEqual(get.elapsed, 0)
+
+ self.assertRaises(Queue.Empty, get, False, None)
+ self.assertTimingAlmostEqual(get.elapsed, 0)
+
+ self.assertRaises(Queue.Empty, get_nowait)
+ self.assertTimingAlmostEqual(get_nowait.elapsed, 0)
+
+ self.assertRaises(Queue.Empty, get, True, TIMEOUT1)
+ self.assertTimingAlmostEqual(get.elapsed, TIMEOUT1)
+
+ self.assertRaises(Queue.Empty, get, False, TIMEOUT2)
+ self.assertTimingAlmostEqual(get.elapsed, 0)
+
+ self.assertRaises(Queue.Empty, get, timeout=TIMEOUT3)
+ self.assertTimingAlmostEqual(get.elapsed, TIMEOUT3)
+
+ proc.join()
+
+ def _test_fork(self, queue):
+ for i in range(10, 20):
+ queue.put(i)
+ # note that at this point the items may only be buffered, so the
+ # process cannot shutdown until the feeder thread has finished
+ # pushing items onto the pipe.
+
+ def test_fork(self):
+ # Old versions of Queue would fail to create a new feeder
+ # thread for a forked process if the original process had its
+ # own feeder thread. This test checks that this no longer
+ # happens.
+
+ queue = self.Queue()
+
+ # put items on queue so that main process starts a feeder thread
+ for i in range(10):
+ queue.put(i)
+
+ # wait to make sure thread starts before we fork a new process
+ time.sleep(DELTA)
+
+ # fork process
+ p = self.Process(target=self._test_fork, args=(queue,))
+ p.start()
+
+ # check that all expected items are in the queue
+ for i in range(20):
+ self.assertEqual(queue.get(), i)
+ self.assertRaises(Queue.Empty, queue.get, False)
+
+ p.join()
+
+ def test_qsize(self):
+ q = self.Queue()
+ try:
+ self.assertEqual(q.qsize(), 0)
+ except NotImplementedError:
+ return
+ q.put(1)
+ self.assertEqual(q.qsize(), 1)
+ q.put(5)
+ self.assertEqual(q.qsize(), 2)
+ q.get()
+ self.assertEqual(q.qsize(), 1)
+ q.get()
+ self.assertEqual(q.qsize(), 0)
+
+ def _test_task_done(self, q):
+ for obj in iter(q.get, None):
+ time.sleep(DELTA)
+ q.task_done()
+
+ def test_task_done(self):
+ queue = self.JoinableQueue()
+
+ if sys.version_info < (2, 5) and not hasattr(queue, 'task_done'):
+ return
+
+ workers = [self.Process(target=self._test_task_done, args=(queue,))
+ for i in xrange(4)]
+
+ for p in workers:
+ p.start()
+
+ for i in xrange(10):
+ queue.put(i)
+
+ queue.join()
+
+ for p in workers:
+ queue.put(None)
+
+ for p in workers:
+ p.join()
+
+#
+#
+#
+
+class _TestLock(BaseTestCase):
+
+ def test_lock(self):
+ lock = self.Lock()
+ self.assertEqual(lock.acquire(), True)
+ self.assertEqual(lock.acquire(False), False)
+ self.assertEqual(lock.release(), None)
+ self.assertRaises((ValueError, threading.ThreadError), lock.release)
+
+ def test_rlock(self):
+ lock = self.RLock()
+ self.assertEqual(lock.acquire(), True)
+ self.assertEqual(lock.acquire(), True)
+ self.assertEqual(lock.acquire(), True)
+ self.assertEqual(lock.release(), None)
+ self.assertEqual(lock.release(), None)
+ self.assertEqual(lock.release(), None)
+ self.assertRaises((AssertionError, RuntimeError), lock.release)
+
+
+class _TestSemaphore(BaseTestCase):
+
+ def _test_semaphore(self, sem):
+ self.assertReturnsIfImplemented(2, get_value, sem)
+ self.assertEqual(sem.acquire(), True)
+ self.assertReturnsIfImplemented(1, get_value, sem)
+ self.assertEqual(sem.acquire(), True)
+ self.assertReturnsIfImplemented(0, get_value, sem)
+ self.assertEqual(sem.acquire(False), False)
+ self.assertReturnsIfImplemented(0, get_value, sem)
+ self.assertEqual(sem.release(), None)
+ self.assertReturnsIfImplemented(1, get_value, sem)
+ self.assertEqual(sem.release(), None)
+ self.assertReturnsIfImplemented(2, get_value, sem)
+
+ def test_semaphore(self):
+ sem = self.Semaphore(2)
+ self._test_semaphore(sem)
+ self.assertEqual(sem.release(), None)
+ self.assertReturnsIfImplemented(3, get_value, sem)
+ self.assertEqual(sem.release(), None)
+ self.assertReturnsIfImplemented(4, get_value, sem)
+
+ def test_bounded_semaphore(self):
+ sem = self.BoundedSemaphore(2)
+ self._test_semaphore(sem)
+ # Currently fails on OS/X
+ #if HAVE_GETVALUE:
+ # self.assertRaises(ValueError, sem.release)
+ # self.assertReturnsIfImplemented(2, get_value, sem)
+
+ def test_timeout(self):
+ if self.TYPE != 'processes':
+ return
+
+ sem = self.Semaphore(0)
+ acquire = TimingWrapper(sem.acquire)
+
+ self.assertEqual(acquire(False), False)
+ self.assertTimingAlmostEqual(acquire.elapsed, 0.0)
+
+ self.assertEqual(acquire(False, None), False)
+ self.assertTimingAlmostEqual(acquire.elapsed, 0.0)
+
+ self.assertEqual(acquire(False, TIMEOUT1), False)
+ self.assertTimingAlmostEqual(acquire.elapsed, 0)
+
+ self.assertEqual(acquire(True, TIMEOUT2), False)
+ self.assertTimingAlmostEqual(acquire.elapsed, TIMEOUT2)
+
+ self.assertEqual(acquire(timeout=TIMEOUT3), False)
+ self.assertTimingAlmostEqual(acquire.elapsed, TIMEOUT3)
+
+
+class _TestCondition(BaseTestCase):
+
+ def f(self, cond, sleeping, woken, timeout=None):
+ cond.acquire()
+ sleeping.release()
+ cond.wait(timeout)
+ woken.release()
+ cond.release()
+
+ def check_invariant(self, cond):
+ # this is only supposed to succeed when there are no sleepers
+ if self.TYPE == 'processes':
+ try:
+ sleepers = (cond._sleeping_count.get_value() -
+ cond._woken_count.get_value())
+ self.assertEqual(sleepers, 0)
+ self.assertEqual(cond._wait_semaphore.get_value(), 0)
+ except NotImplementedError:
+ pass
+
+ def test_notify(self):
+ cond = self.Condition()
+ sleeping = self.Semaphore(0)
+ woken = self.Semaphore(0)
+
+ p = self.Process(target=self.f, args=(cond, sleeping, woken))
+ p.set_daemon(True)
+ p.start()
+
+ p = threading.Thread(target=self.f, args=(cond, sleeping, woken))
+ p.setDaemon(True)
+ p.start()
+
+ # wait for both children to start sleeping
+ sleeping.acquire()
+ sleeping.acquire()
+
+ # check no process/thread has woken up
+ time.sleep(DELTA)
+ self.assertReturnsIfImplemented(0, get_value, woken)
+
+ # wake up one process/thread
+ cond.acquire()
+ cond.notify()
+ cond.release()
+
+ # check one process/thread has woken up
+ time.sleep(DELTA)
+ self.assertReturnsIfImplemented(1, get_value, woken)
+
+ # wake up another
+ cond.acquire()
+ cond.notify()
+ cond.release()
+
+ # check other has woken up
+ time.sleep(DELTA)
+ self.assertReturnsIfImplemented(2, get_value, woken)
+
+ # check state is not mucked up
+ self.check_invariant(cond)
+ p.join()
+
+ def test_notify_all(self):
+ cond = self.Condition()
+ sleeping = self.Semaphore(0)
+ woken = self.Semaphore(0)
+
+ # start some threads/processes which will timeout
+ for i in range(3):
+ p = self.Process(target=self.f,
+ args=(cond, sleeping, woken, TIMEOUT1))
+ p.set_daemon(True)
+ p.start()
+
+ t = threading.Thread(target=self.f,
+ args=(cond, sleeping, woken, TIMEOUT1))
+ t.setDaemon(True)
+ t.start()
+
+ # wait for them all to sleep
+ for i in xrange(6):
+ sleeping.acquire()
+
+ # check they have all timed out
+ for i in xrange(6):
+ woken.acquire()
+ self.assertReturnsIfImplemented(0, get_value, woken)
+
+ # check state is not mucked up
+ self.check_invariant(cond)
+
+ # start some more threads/processes
+ for i in range(3):
+ p = self.Process(target=self.f, args=(cond, sleeping, woken))
+ p.set_daemon(True)
+ p.start()
+
+ t = threading.Thread(target=self.f, args=(cond, sleeping, woken))
+ t.setDaemon(True)
+ t.start()
+
+ # wait for them to all sleep
+ for i in xrange(6):
+ sleeping.acquire()
+
+ # check no process/thread has woken up
+ time.sleep(DELTA)
+ self.assertReturnsIfImplemented(0, get_value, woken)
+
+ # wake them all up
+ cond.acquire()
+ cond.notify_all()
+ cond.release()
+
+ # check they have all woken
+ time.sleep(DELTA)
+ self.assertReturnsIfImplemented(6, get_value, woken)
+
+ # check state is not mucked up
+ self.check_invariant(cond)
+
+ def test_timeout(self):
+ cond = self.Condition()
+ wait = TimingWrapper(cond.wait)
+ cond.acquire()
+ res = wait(TIMEOUT1)
+ cond.release()
+ self.assertEqual(res, None)
+ self.assertTimingAlmostEqual(wait.elapsed, TIMEOUT1)
+
+
+class _TestEvent(BaseTestCase):
+
+ def _test_event(self, event):
+ time.sleep(TIMEOUT2)
+ event.set()
+
+ def test_event(self):
+ event = self.Event()
+ wait = TimingWrapper(event.wait)
+
+ # Removed temporaily, due to API shear, this does not
+ # work with threading._Event objects. is_set == isSet
+ #self.assertEqual(event.is_set(), False)
+
+ self.assertEqual(wait(0.0), None)
+ self.assertTimingAlmostEqual(wait.elapsed, 0.0)
+ self.assertEqual(wait(TIMEOUT1), None)
+ self.assertTimingAlmostEqual(wait.elapsed, TIMEOUT1)
+
+ event.set()
+
+ # See note above on the API differences
+ # self.assertEqual(event.is_set(), True)
+ self.assertEqual(wait(), None)
+ self.assertTimingAlmostEqual(wait.elapsed, 0.0)
+ self.assertEqual(wait(TIMEOUT1), None)
+ self.assertTimingAlmostEqual(wait.elapsed, 0.0)
+ # self.assertEqual(event.is_set(), True)
+
+ event.clear()
+
+ #self.assertEqual(event.is_set(), False)
+
+ self.Process(target=self._test_event, args=(event,)).start()
+ self.assertEqual(wait(), None)
+
+#
+#
+#
+
+class _TestValue(BaseTestCase):
+
+ codes_values = [
+ ('i', 4343, 24234),
+ ('d', 3.625, -4.25),
+ ('h', -232, 234),
+ ('c', latin('x'), latin('y'))
+ ]
+
+ def _test(self, values):
+ for sv, cv in zip(values, self.codes_values):
+ sv.value = cv[2]
+
+
+ def test_value(self, raw=False):
+ if self.TYPE != 'processes':
+ return
+
+ if raw:
+ values = [self.RawValue(code, value)
+ for code, value, _ in self.codes_values]
+ else:
+ values = [self.Value(code, value)
+ for code, value, _ in self.codes_values]
+
+ for sv, cv in zip(values, self.codes_values):
+ self.assertEqual(sv.value, cv[1])
+
+ proc = self.Process(target=self._test, args=(values,))
+ proc.start()
+ proc.join()
+
+ for sv, cv in zip(values, self.codes_values):
+ self.assertEqual(sv.value, cv[2])
+
+ def test_rawvalue(self):
+ self.test_value(raw=True)
+
+ def test_getobj_getlock(self):
+ if self.TYPE != 'processes':
+ return
+
+ val1 = self.Value('i', 5)
+ lock1 = val1.get_lock()
+ obj1 = val1.get_obj()
+
+ val2 = self.Value('i', 5, lock=None)
+ lock2 = val2.get_lock()
+ obj2 = val2.get_obj()
+
+ lock = self.Lock()
+ val3 = self.Value('i', 5, lock=lock)
+ lock3 = val3.get_lock()
+ obj3 = val3.get_obj()
+ self.assertEqual(lock, lock3)
+
+ arr4 = self.RawValue('i', 5)
+ self.assertFalse(hasattr(arr4, 'get_lock'))
+ self.assertFalse(hasattr(arr4, 'get_obj'))
+
+
+class _TestArray(BaseTestCase):
+
+ def f(self, seq):
+ for i in range(1, len(seq)):
+ seq[i] += seq[i-1]
+
+ def test_array(self, raw=False):
+ if self.TYPE != 'processes':
+ return
+
+ seq = [680, 626, 934, 821, 150, 233, 548, 982, 714, 831]
+ if raw:
+ arr = self.RawArray('i', seq)
+ else:
+ arr = self.Array('i', seq)
+
+ self.assertEqual(len(arr), len(seq))
+ self.assertEqual(arr[3], seq[3])
+ self.assertEqual(list(arr[2:7]), list(seq[2:7]))
+
+ arr[4:8] = seq[4:8] = array.array('i', [1, 2, 3, 4])
+
+ self.assertEqual(list(arr[:]), seq)
+
+ self.f(seq)
+
+ p = self.Process(target=self.f, args=(arr,))
+ p.start()
+ p.join()
+
+ self.assertEqual(list(arr[:]), seq)
+
+ def test_rawarray(self):
+ self.test_array(raw=True)
+
+ def test_getobj_getlock_obj(self):
+ if self.TYPE != 'processes':
+ return
+
+ arr1 = self.Array('i', range(10))
+ lock1 = arr1.get_lock()
+ obj1 = arr1.get_obj()
+
+ arr2 = self.Array('i', range(10), lock=None)
+ lock2 = arr2.get_lock()
+ obj2 = arr2.get_obj()
+
+ lock = self.Lock()
+ arr3 = self.Array('i', range(10), lock=lock)
+ lock3 = arr3.get_lock()
+ obj3 = arr3.get_obj()
+ self.assertEqual(lock, lock3)
+
+ arr4 = self.RawArray('i', range(10))
+ self.assertFalse(hasattr(arr4, 'get_lock'))
+ self.assertFalse(hasattr(arr4, 'get_obj'))
+
+#
+#
+#
+
+class _TestContainers(BaseTestCase):
+
+ ALLOWED_TYPES = ('manager',)
+
+ def test_list(self):
+ a = self.list(range(10))
+ self.assertEqual(a[:], range(10))
+
+ b = self.list()
+ self.assertEqual(b[:], [])
+
+ b.extend(range(5))
+ self.assertEqual(b[:], range(5))
+
+ self.assertEqual(b[2], 2)
+ self.assertEqual(b[2:10], [2,3,4])
+
+ b *= 2
+ self.assertEqual(b[:], [0, 1, 2, 3, 4, 0, 1, 2, 3, 4])
+
+ self.assertEqual(b + [5, 6], [0, 1, 2, 3, 4, 0, 1, 2, 3, 4, 5, 6])
+
+ self.assertEqual(a[:], range(10))
+
+ d = [a, b]
+ e = self.list(d)
+ self.assertEqual(
+ e[:],
+ [[0, 1, 2, 3, 4, 5, 6, 7, 8, 9], [0, 1, 2, 3, 4, 0, 1, 2, 3, 4]]
+ )
+
+ f = self.list([a])
+ a.append('hello')
+ self.assertEqual(f[:], [[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 'hello']])
+
+ def test_dict(self):
+ d = self.dict()
+ indices = range(65, 70)
+ for i in indices:
+ d[i] = chr(i)
+ self.assertEqual(d.copy(), dict((i, chr(i)) for i in indices))
+ self.assertEqual(sorted(d.keys()), indices)
+ self.assertEqual(sorted(d.values()), [chr(i) for i in indices])
+ self.assertEqual(sorted(d.items()), [(i, chr(i)) for i in indices])
+
+ def test_namespace(self):
+ n = self.Namespace()
+ n.name = 'Bob'
+ n.job = 'Builder'
+ n._hidden = 'hidden'
+ self.assertEqual((n.name, n.job), ('Bob', 'Builder'))
+ del n.job
+ self.assertEqual(str(n), "Namespace(name='Bob')")
+ self.assertTrue(hasattr(n, 'name'))
+ self.assertTrue(not hasattr(n, 'job'))
+
+#
+#
+#
+
+def sqr(x, wait=0.0):
+ time.sleep(wait)
+ return x*x
+
+class _TestPool(BaseTestCase):
+
+ def test_apply(self):
+ papply = self.pool.apply
+ self.assertEqual(papply(sqr, (5,)), sqr(5))
+ self.assertEqual(papply(sqr, (), {'x':3}), sqr(x=3))
+
+ def test_map(self):
+ pmap = self.pool.map
+ self.assertEqual(pmap(sqr, range(10)), map(sqr, range(10)))
+ self.assertEqual(pmap(sqr, range(100), chunksize=20),
+ map(sqr, range(100)))
+
+ def test_async(self):
+ res = self.pool.apply_async(sqr, (7, TIMEOUT1,))
+ get = TimingWrapper(res.get)
+ self.assertEqual(get(), 49)
+ self.assertTimingAlmostEqual(get.elapsed, TIMEOUT1)
+
+ def test_async_timeout(self):
+ res = self.pool.apply_async(sqr, (6, TIMEOUT2 + 0.2))
+ get = TimingWrapper(res.get)
+ self.assertRaises(multiprocessing.TimeoutError, get, timeout=TIMEOUT2)
+ self.assertTimingAlmostEqual(get.elapsed, TIMEOUT2)
+
+ def test_imap(self):
+ it = self.pool.imap(sqr, range(10))
+ self.assertEqual(list(it), map(sqr, range(10)))
+
+ it = self.pool.imap(sqr, range(10))
+ for i in range(10):
+ self.assertEqual(it.next(), i*i)
+ self.assertRaises(StopIteration, it.next)
+
+ it = self.pool.imap(sqr, range(1000), chunksize=100)
+ for i in range(1000):
+ self.assertEqual(it.next(), i*i)
+ self.assertRaises(StopIteration, it.next)
+
+ def test_imap_unordered(self):
+ it = self.pool.imap_unordered(sqr, range(1000))
+ self.assertEqual(sorted(it), map(sqr, range(1000)))
+
+ it = self.pool.imap_unordered(sqr, range(1000), chunksize=53)
+ self.assertEqual(sorted(it), map(sqr, range(1000)))
+
+ def test_make_pool(self):
+ p = multiprocessing.Pool(3)
+ self.assertEqual(3, len(p._pool))
+ p.close()
+ p.join()
+
+ def test_terminate(self):
+ if self.TYPE == 'manager':
+ # On Unix a forked process increfs each shared object to
+ # which its parent process held a reference. If the
+ # forked process gets terminated then there is likely to
+ # be a reference leak. So to prevent
+ # _TestZZZNumberOfObjects from failing we skip this test
+ # when using a manager.
+ return
+
+ result = self.pool.map_async(
+ time.sleep, [0.1 for i in range(10000)], chunksize=1
+ )
+ self.pool.terminate()
+ join = TimingWrapper(self.pool.join)
+ join()
+ self.assertTrue(join.elapsed < 0.2)
+
+#
+# Test that manager has expected number of shared objects left
+#
+
+class _TestZZZNumberOfObjects(BaseTestCase):
+ # Because test cases are sorted alphabetically, this one will get
+ # run after all the other tests for the manager. It tests that
+ # there have been no "reference leaks" for the manager's shared
+ # objects. Note the comment in _TestPool.test_terminate().
+ ALLOWED_TYPES = ('manager',)
+
+ def test_number_of_objects(self):
+ EXPECTED_NUMBER = 1 # the pool object is still alive
+ multiprocessing.active_children() # discard dead process objs
+ gc.collect() # do garbage collection
+ refs = self.manager._number_of_objects()
+ if refs != EXPECTED_NUMBER:
+ print self.manager._debugInfo()
+
+ self.assertEqual(refs, EXPECTED_NUMBER)
+
+#
+# Test of creating a customized manager class
+#
+
+from multiprocessing.managers import BaseManager, BaseProxy, RemoteError
+
+class FooBar(object):
+ def f(self):
+ return 'f()'
+ def g(self):
+ raise ValueError
+ def _h(self):
+ return '_h()'
+
+def baz():
+ for i in xrange(10):
+ yield i*i
+
+class IteratorProxy(BaseProxy):
+ _exposed_ = ('next', '__next__')
+ def __iter__(self):
+ return self
+ def next(self):
+ return self._callmethod('next')
+ def __next__(self):
+ return self._callmethod('__next__')
+
+class MyManager(BaseManager):
+ pass
+
+MyManager.register('Foo', callable=FooBar)
+MyManager.register('Bar', callable=FooBar, exposed=('f', '_h'))
+MyManager.register('baz', callable=baz, proxytype=IteratorProxy)
+
+
+class _TestMyManager(BaseTestCase):
+
+ ALLOWED_TYPES = ('manager',)
+
+ def test_mymanager(self):
+ manager = MyManager()
+ manager.start()
+
+ foo = manager.Foo()
+ bar = manager.Bar()
+ baz = manager.baz()
+
+ foo_methods = [name for name in ('f', 'g', '_h') if hasattr(foo, name)]
+ bar_methods = [name for name in ('f', 'g', '_h') if hasattr(bar, name)]
+
+ self.assertEqual(foo_methods, ['f', 'g'])
+ self.assertEqual(bar_methods, ['f', '_h'])
+
+ self.assertEqual(foo.f(), 'f()')
+ self.assertRaises(ValueError, foo.g)
+ self.assertEqual(foo._callmethod('f'), 'f()')
+ self.assertRaises(RemoteError, foo._callmethod, '_h')
+
+ self.assertEqual(bar.f(), 'f()')
+ self.assertEqual(bar._h(), '_h()')
+ self.assertEqual(bar._callmethod('f'), 'f()')
+ self.assertEqual(bar._callmethod('_h'), '_h()')
+
+ self.assertEqual(list(baz), [i*i for i in range(10)])
+
+ manager.shutdown()
+
+#
+# Test of connecting to a remote server and using xmlrpclib for serialization
+#
+
+_queue = Queue.Queue()
+def get_queue():
+ return _queue
+
+class QueueManager(BaseManager):
+ '''manager class used by server process'''
+QueueManager.register('get_queue', callable=get_queue)
+
+class QueueManager2(BaseManager):
+ '''manager class which specifies the same interface as QueueManager'''
+QueueManager2.register('get_queue')
+
+
+SERIALIZER = 'xmlrpclib'
+
+class _TestRemoteManager(BaseTestCase):
+
+ ALLOWED_TYPES = ('manager',)
+
+ def _putter(self, address, authkey):
+ manager = QueueManager2(
+ address=address, authkey=authkey, serializer=SERIALIZER
+ )
+ manager.connect()
+ queue = manager.get_queue()
+ queue.put(('hello world', None, True, 2.25))
+
+ def test_remote(self):
+ authkey = os.urandom(32)
+
+ manager = QueueManager(
+ address=('localhost', 0), authkey=authkey, serializer=SERIALIZER
+ )
+ manager.start()
+
+ p = self.Process(target=self._putter, args=(manager.address, authkey))
+ p.start()
+
+ manager2 = QueueManager2(
+ address=manager.address, authkey=authkey, serializer=SERIALIZER
+ )
+ manager2.connect()
+ queue = manager2.get_queue()
+
+ # Note that xmlrpclib will deserialize object as a list not a tuple
+ self.assertEqual(queue.get(), ['hello world', None, True, 2.25])
+
+ # Because we are using xmlrpclib for serialization instead of
+ # pickle this will cause a serialization error.
+ self.assertRaises(Exception, queue.put, time.sleep)
+
+ # Make queue finalizer run before the server is stopped
+ del queue
+ manager.shutdown()
+
+#
+#
+#
+
+SENTINEL = latin('')
+
+class _TestConnection(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes', 'threads')
+
+ def _echo(self, conn):
+ for msg in iter(conn.recv_bytes, SENTINEL):
+ conn.send_bytes(msg)
+ conn.close()
+
+ def test_connection(self):
+ conn, child_conn = self.Pipe()
+
+ p = self.Process(target=self._echo, args=(child_conn,))
+ p.set_daemon(True)
+ p.start()
+
+ seq = [1, 2.25, None]
+ msg = latin('hello world')
+ longmsg = msg * 10
+ arr = array.array('i', range(4))
+
+ if self.TYPE == 'processes':
+ self.assertEqual(type(conn.fileno()), int)
+
+ self.assertEqual(conn.send(seq), None)
+ self.assertEqual(conn.recv(), seq)
+
+ self.assertEqual(conn.send_bytes(msg), None)
+ self.assertEqual(conn.recv_bytes(), msg)
+
+ if self.TYPE == 'processes':
+ buffer = array.array('i', [0]*10)
+ expected = list(arr) + [0] * (10 - len(arr))
+ self.assertEqual(conn.send_bytes(arr), None)
+ self.assertEqual(conn.recv_bytes_into(buffer),
+ len(arr) * buffer.itemsize)
+ self.assertEqual(list(buffer), expected)
+
+ buffer = array.array('i', [0]*10)
+ expected = [0] * 3 + list(arr) + [0] * (10 - 3 - len(arr))
+ self.assertEqual(conn.send_bytes(arr), None)
+ self.assertEqual(conn.recv_bytes_into(buffer, 3 * buffer.itemsize),
+ len(arr) * buffer.itemsize)
+ self.assertEqual(list(buffer), expected)
+
+ buffer = bytearray(latin(' ' * 40))
+ self.assertEqual(conn.send_bytes(longmsg), None)
+ try:
+ res = conn.recv_bytes_into(buffer)
+ except multiprocessing.BufferTooShort, e:
+ self.assertEqual(e.args, (longmsg,))
+ else:
+ self.fail('expected BufferTooShort, got %s' % res)
+
+ poll = TimingWrapper(conn.poll)
+
+ self.assertEqual(poll(), False)
+ self.assertTimingAlmostEqual(poll.elapsed, 0)
+
+ self.assertEqual(poll(TIMEOUT1), False)
+ self.assertTimingAlmostEqual(poll.elapsed, TIMEOUT1)
+
+ conn.send(None)
+
+ self.assertEqual(poll(TIMEOUT1), True)
+ self.assertTimingAlmostEqual(poll.elapsed, 0)
+
+ self.assertEqual(conn.recv(), None)
+
+ really_big_msg = latin('X') * (1024 * 1024 * 16) # 16Mb
+ conn.send_bytes(really_big_msg)
+ self.assertEqual(conn.recv_bytes(), really_big_msg)
+
+ conn.send_bytes(SENTINEL) # tell child to quit
+ child_conn.close()
+
+ if self.TYPE == 'processes':
+ self.assertEqual(conn.readable, True)
+ self.assertEqual(conn.writable, True)
+ self.assertRaises(EOFError, conn.recv)
+ self.assertRaises(EOFError, conn.recv_bytes)
+
+ p.join()
+
+ def test_duplex_false(self):
+ reader, writer = self.Pipe(duplex=False)
+ self.assertEqual(writer.send(1), None)
+ self.assertEqual(reader.recv(), 1)
+ if self.TYPE == 'processes':
+ self.assertEqual(reader.readable, True)
+ self.assertEqual(reader.writable, False)
+ self.assertEqual(writer.readable, False)
+ self.assertEqual(writer.writable, True)
+ self.assertRaises(IOError, reader.send, 2)
+ self.assertRaises(IOError, writer.recv)
+ self.assertRaises(IOError, writer.poll)
+
+ def test_spawn_close(self):
+ # We test that a pipe connection can be closed by parent
+ # process immediately after child is spawned. On Windows this
+ # would have sometimes failed on old versions because
+ # child_conn would be closed before the child got a chance to
+ # duplicate it.
+ conn, child_conn = self.Pipe()
+
+ p = self.Process(target=self._echo, args=(child_conn,))
+ p.start()
+ child_conn.close() # this might complete before child initializes
+
+ msg = latin('hello')
+ conn.send_bytes(msg)
+ self.assertEqual(conn.recv_bytes(), msg)
+
+ conn.send_bytes(SENTINEL)
+ conn.close()
+ p.join()
+
+ def test_sendbytes(self):
+ if self.TYPE != 'processes':
+ return
+
+ msg = latin('abcdefghijklmnopqrstuvwxyz')
+ a, b = self.Pipe()
+
+ a.send_bytes(msg)
+ self.assertEqual(b.recv_bytes(), msg)
+
+ a.send_bytes(msg, 5)
+ self.assertEqual(b.recv_bytes(), msg[5:])
+
+ a.send_bytes(msg, 7, 8)
+ self.assertEqual(b.recv_bytes(), msg[7:7+8])
+
+ a.send_bytes(msg, 26)
+ self.assertEqual(b.recv_bytes(), latin(''))
+
+ a.send_bytes(msg, 26, 0)
+ self.assertEqual(b.recv_bytes(), latin(''))
+
+ self.assertRaises(ValueError, a.send_bytes, msg, 27)
+
+ self.assertRaises(ValueError, a.send_bytes, msg, 22, 5)
+
+ self.assertRaises(ValueError, a.send_bytes, msg, 26, 1)
+
+ self.assertRaises(ValueError, a.send_bytes, msg, -1)
+
+ self.assertRaises(ValueError, a.send_bytes, msg, 4, -1)
+
+
+class _TestListenerClient(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes', 'threads')
+
+ def _test(self, address):
+ conn = self.connection.Client(address)
+ conn.send('hello')
+ conn.close()
+
+ def test_listener_client(self):
+ for family in self.connection.families:
+ l = self.connection.Listener(family=family)
+ p = self.Process(target=self._test, args=(l.address,))
+ p.set_daemon(True)
+ p.start()
+ conn = l.accept()
+ self.assertEqual(conn.recv(), 'hello')
+ p.join()
+ l.close()
+
+#
+# Test of sending connection and socket objects between processes
+#
+
+class _TestPicklingConnections(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def _listener(self, conn, families):
+ for fam in families:
+ l = self.connection.Listener(family=fam)
+ conn.send(l.address)
+ new_conn = l.accept()
+ conn.send(new_conn)
+
+ if self.TYPE == 'processes':
+ l = socket.socket()
+ l.bind(('localhost', 0))
+ conn.send(l.getsockname())
+ l.listen(1)
+ new_conn, addr = l.accept()
+ conn.send(new_conn)
+
+ conn.recv()
+
+ def _remote(self, conn):
+ for (address, msg) in iter(conn.recv, None):
+ client = self.connection.Client(address)
+ client.send(msg.upper())
+ client.close()
+
+ if self.TYPE == 'processes':
+ address, msg = conn.recv()
+ client = socket.socket()
+ client.connect(address)
+ client.sendall(msg.upper())
+ client.close()
+
+ conn.close()
+
+ def test_pickling(self):
+ try:
+ multiprocessing.allow_connection_pickling()
+ except ImportError:
+ return
+
+ families = self.connection.families
+
+ lconn, lconn0 = self.Pipe()
+ lp = self.Process(target=self._listener, args=(lconn0, families))
+ lp.start()
+ lconn0.close()
+
+ rconn, rconn0 = self.Pipe()
+ rp = self.Process(target=self._remote, args=(rconn0,))
+ rp.start()
+ rconn0.close()
+
+ for fam in families:
+ msg = ('This connection uses family %s' % fam).encode('ascii')
+ address = lconn.recv()
+ rconn.send((address, msg))
+ new_conn = lconn.recv()
+ self.assertEqual(new_conn.recv(), msg.upper())
+
+ rconn.send(None)
+
+ if self.TYPE == 'processes':
+ msg = latin('This connection uses a normal socket')
+ address = lconn.recv()
+ rconn.send((address, msg))
+ if hasattr(socket, 'fromfd'):
+ new_conn = lconn.recv()
+ self.assertEqual(new_conn.recv(100), msg.upper())
+ else:
+ # XXX On Windows with Py2.6 need to backport fromfd()
+ discard = lconn.recv_bytes()
+
+ lconn.send(None)
+
+ rconn.close()
+ lconn.close()
+
+ lp.join()
+ rp.join()
+
+#
+#
+#
+
+class _TestHeap(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def test_heap(self):
+ iterations = 5000
+ maxblocks = 50
+ blocks = []
+
+ # create and destroy lots of blocks of different sizes
+ for i in xrange(iterations):
+ size = int(random.lognormvariate(0, 1) * 1000)
+ b = multiprocessing.heap.BufferWrapper(size)
+ blocks.append(b)
+ if len(blocks) > maxblocks:
+ i = random.randrange(maxblocks)
+ del blocks[i]
+
+ # get the heap object
+ heap = multiprocessing.heap.BufferWrapper._heap
+
+ # verify the state of the heap
+ all = []
+ occupied = 0
+ for L in heap._len_to_seq.values():
+ for arena, start, stop in L:
+ all.append((heap._arenas.index(arena), start, stop,
+ stop-start, 'free'))
+ for arena, start, stop in heap._allocated_blocks:
+ all.append((heap._arenas.index(arena), start, stop,
+ stop-start, 'occupied'))
+ occupied += (stop-start)
+
+ all.sort()
+
+ for i in range(len(all)-1):
+ (arena, start, stop) = all[i][:3]
+ (narena, nstart, nstop) = all[i+1][:3]
+ self.assertTrue((arena != narena and nstart == 0) or
+ (stop == nstart))
+
+#
+#
+#
+
+try:
+ from ctypes import Structure, Value, copy, c_int, c_double
+except ImportError:
+ Structure = object
+ c_int = c_double = None
+
+class _Foo(Structure):
+ _fields_ = [
+ ('x', c_int),
+ ('y', c_double)
+ ]
+
+class _TestSharedCTypes(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def _double(self, x, y, foo, arr, string):
+ x.value *= 2
+ y.value *= 2
+ foo.x *= 2
+ foo.y *= 2
+ string.value *= 2
+ for i in range(len(arr)):
+ arr[i] *= 2
+
+ def test_sharedctypes(self, lock=False):
+ if c_int is None:
+ return
+
+ x = Value('i', 7, lock=lock)
+ y = Value(ctypes.c_double, 1.0/3.0, lock=lock)
+ foo = Value(_Foo, 3, 2, lock=lock)
+ arr = Array('d', range(10), lock=lock)
+ string = Array('c', 20, lock=lock)
+ string.value = 'hello'
+
+ p = self.Process(target=self._double, args=(x, y, foo, arr, string))
+ p.start()
+ p.join()
+
+ self.assertEqual(x.value, 14)
+ self.assertAlmostEqual(y.value, 2.0/3.0)
+ self.assertEqual(foo.x, 6)
+ self.assertAlmostEqual(foo.y, 4.0)
+ for i in range(10):
+ self.assertAlmostEqual(arr[i], i*2)
+ self.assertEqual(string.value, latin('hellohello'))
+
+ def test_synchronize(self):
+ self.test_sharedctypes(lock=True)
+
+ def test_copy(self):
+ if c_int is None:
+ return
+
+ foo = _Foo(2, 5.0)
+ bar = copy(foo)
+ foo.x = 0
+ foo.y = 0
+ self.assertEqual(bar.x, 2)
+ self.assertAlmostEqual(bar.y, 5.0)
+
+#
+#
+#
+
+class _TestFinalize(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def _test_finalize(self, conn):
+ class Foo(object):
+ pass
+
+ a = Foo()
+ util.Finalize(a, conn.send, args=('a',))
+ del a # triggers callback for a
+
+ b = Foo()
+ close_b = util.Finalize(b, conn.send, args=('b',))
+ close_b() # triggers callback for b
+ close_b() # does nothing because callback has already been called
+ del b # does nothing because callback has already been called
+
+ c = Foo()
+ util.Finalize(c, conn.send, args=('c',))
+
+ d10 = Foo()
+ util.Finalize(d10, conn.send, args=('d10',), exitpriority=1)
+
+ d01 = Foo()
+ util.Finalize(d01, conn.send, args=('d01',), exitpriority=0)
+ d02 = Foo()
+ util.Finalize(d02, conn.send, args=('d02',), exitpriority=0)
+ d03 = Foo()
+ util.Finalize(d03, conn.send, args=('d03',), exitpriority=0)
+
+ util.Finalize(None, conn.send, args=('e',), exitpriority=-10)
+
+ util.Finalize(None, conn.send, args=('STOP',), exitpriority=-100)
+
+ # call mutliprocessing's cleanup function then exit process without
+ # garbage collecting locals
+ util._exit_function()
+ conn.close()
+ os._exit(0)
+
+ def test_finalize(self):
+ conn, child_conn = self.Pipe()
+
+ p = self.Process(target=self._test_finalize, args=(child_conn,))
+ p.start()
+ p.join()
+
+ result = [obj for obj in iter(conn.recv, 'STOP')]
+ self.assertEqual(result, ['a', 'b', 'd10', 'd03', 'd02', 'd01', 'e'])
+
+#
+# Test that from ... import * works for each module
+#
+
+class _TestImportStar(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def test_import(self):
+ modules = (
+ 'multiprocessing', 'multiprocessing.connection',
+ 'multiprocessing.heap', 'multiprocessing.managers',
+ 'multiprocessing.pool', 'multiprocessing.process',
+ 'multiprocessing.reduction', 'multiprocessing.sharedctypes',
+ 'multiprocessing.synchronize', 'multiprocessing.util'
+ )
+
+ for name in modules:
+ __import__(name)
+ mod = sys.modules[name]
+
+ for attr in getattr(mod, '__all__', ()):
+ self.assertTrue(
+ hasattr(mod, attr),
+ '%r does not have attribute %r' % (mod, attr)
+ )
+
+#
+# Quick test that logging works -- does not test logging output
+#
+
+class _TestLogging(BaseTestCase):
+
+ ALLOWED_TYPES = ('processes',)
+
+ def test_enable_logging(self):
+ logger = multiprocessing.get_logger()
+ logger.setLevel(util.SUBWARNING)
+ self.assertTrue(logger is not None)
+ logger.debug('this will not be printed')
+ logger.info('nor will this')
+ logger.setLevel(LOG_LEVEL)
+
+ def _test_level(self, conn):
+ logger = multiprocessing.get_logger()
+ conn.send(logger.getEffectiveLevel())
+
+ def test_level(self):
+ LEVEL1 = 32
+ LEVEL2 = 37
+
+ logger = multiprocessing.get_logger()
+ root_logger = logging.getLogger()
+ root_level = root_logger.level
+
+ reader, writer = multiprocessing.Pipe(duplex=False)
+
+ logger.setLevel(LEVEL1)
+ self.Process(target=self._test_level, args=(writer,)).start()
+ self.assertEqual(LEVEL1, reader.recv())
+
+ logger.setLevel(logging.NOTSET)
+ root_logger.setLevel(LEVEL2)
+ self.Process(target=self._test_level, args=(writer,)).start()
+ self.assertEqual(LEVEL2, reader.recv())
+
+ root_logger.setLevel(root_level)
+ logger.setLevel(level=LOG_LEVEL)
+
+#
+# Functions used to create test cases from the base ones in this module
+#
+
+def get_attributes(Source, names):
+ d = {}
+ for name in names:
+ obj = getattr(Source, name)
+ if type(obj) == type(get_attributes):
+ obj = staticmethod(obj)
+ d[name] = obj
+ return d
+
+def create_test_cases(Mixin, type):
+ result = {}
+ glob = globals()
+ Type = type[0].upper() + type[1:]
+
+ for name in glob.keys():
+ if name.startswith('_Test'):
+ base = glob[name]
+ if type in base.ALLOWED_TYPES:
+ newname = 'With' + Type + name[1:]
+ class Temp(base, unittest.TestCase, Mixin):
+ pass
+ result[newname] = Temp
+ Temp.__name__ = newname
+ Temp.__module__ = Mixin.__module__
+ return result
+
+#
+# Create test cases
+#
+
+class ProcessesMixin(object):
+ TYPE = 'processes'
+ Process = multiprocessing.Process
+ locals().update(get_attributes(multiprocessing, (
+ 'Queue', 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore',
+ 'Condition', 'Event', 'Value', 'Array', 'RawValue',
+ 'RawArray', 'current_process', 'active_children', 'Pipe',
+ 'connection', 'JoinableQueue'
+ )))
+
+testcases_processes = create_test_cases(ProcessesMixin, type='processes')
+globals().update(testcases_processes)
+
+
+class ManagerMixin(object):
+ TYPE = 'manager'
+ Process = multiprocessing.Process
+ manager = object.__new__(multiprocessing.managers.SyncManager)
+ locals().update(get_attributes(manager, (
+ 'Queue', 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore',
+ 'Condition', 'Event', 'Value', 'Array', 'list', 'dict',
+ 'Namespace', 'JoinableQueue'
+ )))
+
+testcases_manager = create_test_cases(ManagerMixin, type='manager')
+globals().update(testcases_manager)
+
+
+class ThreadsMixin(object):
+ TYPE = 'threads'
+ Process = multiprocessing.dummy.Process
+ locals().update(get_attributes(multiprocessing.dummy, (
+ 'Queue', 'Lock', 'RLock', 'Semaphore', 'BoundedSemaphore',
+ 'Condition', 'Event', 'Value', 'Array', 'current_process',
+ 'active_children', 'Pipe', 'connection', 'dict', 'list',
+ 'Namespace', 'JoinableQueue'
+ )))
+
+testcases_threads = create_test_cases(ThreadsMixin, type='threads')
+globals().update(testcases_threads)
+
+#
+#
+#
+
+def test_main(run=None):
+ if run is None:
+ from test.test_support import run_unittest as run
+
+ util.get_temp_dir() # creates temp directory for use by all processes
+
+ multiprocessing.get_logger().setLevel(LOG_LEVEL)
+
+ ProcessesMixin.pool = multiprocessing.Pool(4)
+ ThreadsMixin.pool = multiprocessing.dummy.Pool(4)
+ ManagerMixin.manager.__init__()
+ ManagerMixin.manager.start()
+ ManagerMixin.pool = ManagerMixin.manager.Pool(4)
+
+ testcases = (
+ sorted(testcases_processes.values(), key=lambda tc:tc.__name__) +
+ sorted(testcases_threads.values(), key=lambda tc:tc.__name__) +
+ sorted(testcases_manager.values(), key=lambda tc:tc.__name__)
+ )
+
+ loadTestsFromTestCase = unittest.defaultTestLoader.loadTestsFromTestCase
+ suite = unittest.TestSuite(loadTestsFromTestCase(tc) for tc in testcases)
+ run(suite)
+
+ ThreadsMixin.pool.terminate()
+ ProcessesMixin.pool.terminate()
+ ManagerMixin.pool.terminate()
+ ManagerMixin.manager.shutdown()
+
+ del ProcessesMixin.pool, ThreadsMixin.pool, ManagerMixin.pool
+
+def main():
+ test_main(unittest.TextTestRunner(verbosity=2).run)
+
+if __name__ == '__main__':
+ main()