1 | #
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2 | # Module implementing queues
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3 | #
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4 | # multiprocessing/queues.py
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5 | #
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6 | # Copyright (c) 2006-2008, R Oudkerk --- see COPYING.txt
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7 | #
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8 |
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9 | __all__ = ['Queue', 'SimpleQueue', 'JoinableQueue']
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10 |
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11 | import sys
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12 | import os
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13 | import threading
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14 | import collections
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15 | import time
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16 | import atexit
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17 | import weakref
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18 |
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19 | from Queue import Empty, Full
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20 | import _multiprocessing
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21 | from multiprocessing import Pipe
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22 | from multiprocessing.synchronize import Lock, BoundedSemaphore, Semaphore, Condition
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23 | from multiprocessing.util import debug, info, Finalize, register_after_fork
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24 | from multiprocessing.forking import assert_spawning
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25 |
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26 | #
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27 | # Queue type using a pipe, buffer and thread
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28 | #
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29 |
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30 | class Queue(object):
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31 |
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32 | def __init__(self, maxsize=0):
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33 | if maxsize <= 0:
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34 | maxsize = _multiprocessing.SemLock.SEM_VALUE_MAX
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35 | self._maxsize = maxsize
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36 | self._reader, self._writer = Pipe(duplex=False)
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37 | self._rlock = Lock()
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38 | self._opid = os.getpid()
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39 | if sys.platform == 'win32':
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40 | self._wlock = None
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41 | else:
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42 | self._wlock = Lock()
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43 | self._sem = BoundedSemaphore(maxsize)
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44 |
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45 | self._after_fork()
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46 |
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47 | if sys.platform != 'win32':
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48 | register_after_fork(self, Queue._after_fork)
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49 |
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50 | def __getstate__(self):
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51 | assert_spawning(self)
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52 | return (self._maxsize, self._reader, self._writer,
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53 | self._rlock, self._wlock, self._sem, self._opid)
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54 |
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55 | def __setstate__(self, state):
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56 | (self._maxsize, self._reader, self._writer,
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57 | self._rlock, self._wlock, self._sem, self._opid) = state
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58 | self._after_fork()
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59 |
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60 | def _after_fork(self):
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61 | debug('Queue._after_fork()')
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62 | self._notempty = threading.Condition(threading.Lock())
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63 | self._buffer = collections.deque()
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64 | self._thread = None
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65 | self._jointhread = None
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66 | self._joincancelled = False
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67 | self._closed = False
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68 | self._close = None
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69 | self._send = self._writer.send
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70 | self._recv = self._reader.recv
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71 | self._poll = self._reader.poll
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72 |
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73 | def put(self, obj, block=True, timeout=None):
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74 | assert not self._closed
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75 | if not self._sem.acquire(block, timeout):
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76 | raise Full
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77 |
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78 | self._notempty.acquire()
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79 | try:
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80 | if self._thread is None:
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81 | self._start_thread()
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82 | self._buffer.append(obj)
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83 | self._notempty.notify()
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84 | finally:
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85 | self._notempty.release()
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86 |
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87 | def get(self, block=True, timeout=None):
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88 | if block and timeout is None:
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89 | self._rlock.acquire()
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90 | try:
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91 | res = self._recv()
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92 | self._sem.release()
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93 | return res
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94 | finally:
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95 | self._rlock.release()
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96 |
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97 | else:
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98 | if block:
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99 | deadline = time.time() + timeout
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100 | if not self._rlock.acquire(block, timeout):
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101 | raise Empty
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102 | try:
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103 | if not self._poll(block and (deadline-time.time()) or 0.0):
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104 | raise Empty
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105 | res = self._recv()
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106 | self._sem.release()
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107 | return res
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108 | finally:
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109 | self._rlock.release()
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110 |
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111 | def qsize(self):
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112 | # Raises NotImplementedError on Mac OSX because of broken sem_getvalue()
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113 | return self._maxsize - self._sem._semlock._get_value()
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114 |
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115 | def empty(self):
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116 | return not self._poll()
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117 |
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118 | def full(self):
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119 | return self._sem._semlock._is_zero()
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120 |
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121 | def get_nowait(self):
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122 | return self.get(False)
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123 |
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124 | def put_nowait(self, obj):
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125 | return self.put(obj, False)
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126 |
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127 | def close(self):
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128 | self._closed = True
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129 | self._reader.close()
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130 | if self._close:
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131 | self._close()
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132 |
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133 | def join_thread(self):
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134 | debug('Queue.join_thread()')
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135 | assert self._closed
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136 | if self._jointhread:
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137 | self._jointhread()
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138 |
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139 | def cancel_join_thread(self):
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140 | debug('Queue.cancel_join_thread()')
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141 | self._joincancelled = True
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142 | try:
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143 | self._jointhread.cancel()
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144 | except AttributeError:
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145 | pass
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146 |
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147 | def _start_thread(self):
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148 | debug('Queue._start_thread()')
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149 |
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150 | # Start thread which transfers data from buffer to pipe
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151 | self._buffer.clear()
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152 | self._thread = threading.Thread(
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153 | target=Queue._feed,
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154 | args=(self._buffer, self._notempty, self._send,
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155 | self._wlock, self._writer.close),
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156 | name='QueueFeederThread'
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157 | )
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158 | self._thread.daemon = True
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159 |
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160 | debug('doing self._thread.start()')
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161 | self._thread.start()
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162 | debug('... done self._thread.start()')
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163 |
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164 | # On process exit we will wait for data to be flushed to pipe.
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165 | #
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166 | # However, if this process created the queue then all
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167 | # processes which use the queue will be descendants of this
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168 | # process. Therefore waiting for the queue to be flushed
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169 | # is pointless once all the child processes have been joined.
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170 | created_by_this_process = (self._opid == os.getpid())
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171 | if not self._joincancelled and not created_by_this_process:
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172 | self._jointhread = Finalize(
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173 | self._thread, Queue._finalize_join,
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174 | [weakref.ref(self._thread)],
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175 | exitpriority=-5
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176 | )
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177 |
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178 | # Send sentinel to the thread queue object when garbage collected
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179 | self._close = Finalize(
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180 | self, Queue._finalize_close,
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181 | [self._buffer, self._notempty],
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182 | exitpriority=10
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183 | )
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184 |
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185 | @staticmethod
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186 | def _finalize_join(twr):
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187 | debug('joining queue thread')
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188 | thread = twr()
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189 | if thread is not None:
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190 | thread.join()
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191 | debug('... queue thread joined')
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192 | else:
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193 | debug('... queue thread already dead')
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194 |
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195 | @staticmethod
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196 | def _finalize_close(buffer, notempty):
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197 | debug('telling queue thread to quit')
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198 | notempty.acquire()
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199 | try:
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200 | buffer.append(_sentinel)
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201 | notempty.notify()
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202 | finally:
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203 | notempty.release()
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204 |
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205 | @staticmethod
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206 | def _feed(buffer, notempty, send, writelock, close):
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207 | debug('starting thread to feed data to pipe')
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208 | from .util import is_exiting
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209 |
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210 | nacquire = notempty.acquire
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211 | nrelease = notempty.release
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212 | nwait = notempty.wait
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213 | bpopleft = buffer.popleft
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214 | sentinel = _sentinel
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215 | if sys.platform != 'win32':
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216 | wacquire = writelock.acquire
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217 | wrelease = writelock.release
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218 | else:
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219 | wacquire = None
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220 |
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221 | try:
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222 | while 1:
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223 | nacquire()
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224 | try:
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225 | if not buffer:
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226 | nwait()
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227 | finally:
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228 | nrelease()
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229 | try:
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230 | while 1:
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231 | obj = bpopleft()
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232 | if obj is sentinel:
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233 | debug('feeder thread got sentinel -- exiting')
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234 | close()
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235 | return
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236 |
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237 | if wacquire is None:
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238 | send(obj)
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239 | else:
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240 | wacquire()
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241 | try:
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242 | send(obj)
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243 | finally:
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244 | wrelease()
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245 | except IndexError:
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246 | pass
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247 | except Exception, e:
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248 | # Since this runs in a daemon thread the resources it uses
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249 | # may be become unusable while the process is cleaning up.
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250 | # We ignore errors which happen after the process has
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251 | # started to cleanup.
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252 | try:
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253 | if is_exiting():
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254 | info('error in queue thread: %s', e)
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255 | else:
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256 | import traceback
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257 | traceback.print_exc()
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258 | except Exception:
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259 | pass
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260 |
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261 | _sentinel = object()
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262 |
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263 | #
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264 | # A queue type which also supports join() and task_done() methods
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265 | #
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266 | # Note that if you do not call task_done() for each finished task then
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267 | # eventually the counter's semaphore may overflow causing Bad Things
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268 | # to happen.
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269 | #
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270 |
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271 | class JoinableQueue(Queue):
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272 |
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273 | def __init__(self, maxsize=0):
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274 | Queue.__init__(self, maxsize)
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275 | self._unfinished_tasks = Semaphore(0)
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276 | self._cond = Condition()
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277 |
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278 | def __getstate__(self):
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279 | return Queue.__getstate__(self) + (self._cond, self._unfinished_tasks)
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280 |
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281 | def __setstate__(self, state):
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282 | Queue.__setstate__(self, state[:-2])
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283 | self._cond, self._unfinished_tasks = state[-2:]
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284 |
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285 | def put(self, obj, block=True, timeout=None):
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286 | assert not self._closed
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287 | if not self._sem.acquire(block, timeout):
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288 | raise Full
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289 |
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290 | self._notempty.acquire()
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291 | self._cond.acquire()
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292 | try:
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293 | if self._thread is None:
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294 | self._start_thread()
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295 | self._buffer.append(obj)
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296 | self._unfinished_tasks.release()
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297 | self._notempty.notify()
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298 | finally:
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299 | self._cond.release()
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300 | self._notempty.release()
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301 |
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302 | def task_done(self):
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303 | self._cond.acquire()
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304 | try:
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305 | if not self._unfinished_tasks.acquire(False):
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306 | raise ValueError('task_done() called too many times')
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307 | if self._unfinished_tasks._semlock._is_zero():
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308 | self._cond.notify_all()
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309 | finally:
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310 | self._cond.release()
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311 |
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312 | def join(self):
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313 | self._cond.acquire()
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314 | try:
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315 | if not self._unfinished_tasks._semlock._is_zero():
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316 | self._cond.wait()
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317 | finally:
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318 | self._cond.release()
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319 |
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320 | #
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321 | # Simplified Queue type -- really just a locked pipe
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322 | #
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323 |
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324 | class SimpleQueue(object):
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325 |
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326 | def __init__(self):
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327 | self._reader, self._writer = Pipe(duplex=False)
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328 | self._rlock = Lock()
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329 | if sys.platform == 'win32':
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330 | self._wlock = None
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331 | else:
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332 | self._wlock = Lock()
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333 | self._make_methods()
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334 |
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335 | def empty(self):
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336 | return not self._reader.poll()
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337 |
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338 | def __getstate__(self):
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339 | assert_spawning(self)
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340 | return (self._reader, self._writer, self._rlock, self._wlock)
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341 |
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342 | def __setstate__(self, state):
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343 | (self._reader, self._writer, self._rlock, self._wlock) = state
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344 | self._make_methods()
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345 |
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346 | def _make_methods(self):
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347 | recv = self._reader.recv
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348 | racquire, rrelease = self._rlock.acquire, self._rlock.release
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349 | def get():
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350 | racquire()
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351 | try:
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352 | return recv()
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353 | finally:
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354 | rrelease()
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355 | self.get = get
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356 |
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357 | if self._wlock is None:
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358 | # writes to a message oriented win32 pipe are atomic
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359 | self.put = self._writer.send
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360 | else:
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361 | send = self._writer.send
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362 | wacquire, wrelease = self._wlock.acquire, self._wlock.release
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363 | def put(obj):
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364 | wacquire()
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365 | try:
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366 | return send(obj)
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367 | finally:
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368 | wrelease()
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369 | self.put = put
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