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										 |  |  | # | 
					
						
							|  |  |  | # 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 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | 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 | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | # This is down here because _multiprocessing uses BufferTooShort | 
					
						
							|  |  |  | import _multiprocessing | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | # | 
					
						
							|  |  |  | # 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 | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  | def Pipe(duplex=True): | 
					
						
							|  |  |  |     '''
 | 
					
						
							|  |  |  |     Returns two connection object connected by a pipe | 
					
						
							|  |  |  |     '''
 | 
					
						
							|  |  |  |     from multiprocessing.connection import Pipe | 
					
						
							|  |  |  |     return Pipe(duplex) | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  | def cpu_count(): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     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 | 
					
						
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										 |  |  |     elif 'bsd' in sys.platform or sys.platform == 'darwin': | 
					
						
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										 |  |  |         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(): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     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() | 
					
						
							|  |  |  | 
 | 
					
						
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										 |  |  | 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) | 
					
						
							|  |  |  | 
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										 |  |  | def allow_connection_pickling(): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     Install support for sending connections and sockets between processes | 
					
						
							|  |  |  |     '''
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							|  |  |  |     from multiprocessing import reduction | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | # | 
					
						
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										 |  |  | # Definitions depending on native semaphores | 
					
						
							| 
									
										
										
										
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										 |  |  | # | 
					
						
							| 
									
										
										
										
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										 |  |  | 
 | 
					
						
							|  |  |  | def Lock(): | 
					
						
							|  |  |  |     '''
 | 
					
						
							|  |  |  |     Returns a non-recursive lock object | 
					
						
							|  |  |  |     '''
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							|  |  |  |     from multiprocessing.synchronize import Lock | 
					
						
							|  |  |  |     return Lock() | 
					
						
							|  |  |  | 
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							|  |  |  | def RLock(): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     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) | 
					
						
							|  |  |  | 
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							|  |  |  | 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): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     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=()): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     Returns a process pool object | 
					
						
							|  |  |  |     '''
 | 
					
						
							|  |  |  |     from multiprocessing.pool import Pool | 
					
						
							|  |  |  |     return Pool(processes, initializer, initargs) | 
					
						
							|  |  |  | 
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							|  |  |  | def RawValue(typecode_or_type, *args): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     Returns a shared object | 
					
						
							|  |  |  |     '''
 | 
					
						
							|  |  |  |     from multiprocessing.sharedctypes import RawValue | 
					
						
							|  |  |  |     return RawValue(typecode_or_type, *args) | 
					
						
							|  |  |  | 
 | 
					
						
							|  |  |  | def RawArray(typecode_or_type, size_or_initializer): | 
					
						
							|  |  |  |     '''
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							|  |  |  |     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) | 
					
						
							|  |  |  | 
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							|  |  |  | # | 
					
						
							|  |  |  | # | 
					
						
							|  |  |  | # | 
					
						
							| 
									
										
										
										
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										 |  |  | 
 | 
					
						
							|  |  |  | if sys.platform == 'win32': | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  |     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) | 
					
						
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										 |  |  | 
 | 
					
						
							|  |  |  |     __all__ += ['set_executable'] |