[2] | 1 | #
|
---|
| 2 | # Module implementing queues
|
---|
| 3 | #
|
---|
| 4 | # multiprocessing/queues.py
|
---|
| 5 | #
|
---|
[391] | 6 | # Copyright (c) 2006-2008, R Oudkerk
|
---|
| 7 | # All rights reserved.
|
---|
[2] | 8 | #
|
---|
[391] | 9 | # Redistribution and use in source and binary forms, with or without
|
---|
| 10 | # modification, are permitted provided that the following conditions
|
---|
| 11 | # are met:
|
---|
| 12 | #
|
---|
| 13 | # 1. Redistributions of source code must retain the above copyright
|
---|
| 14 | # notice, this list of conditions and the following disclaimer.
|
---|
| 15 | # 2. Redistributions in binary form must reproduce the above copyright
|
---|
| 16 | # notice, this list of conditions and the following disclaimer in the
|
---|
| 17 | # documentation and/or other materials provided with the distribution.
|
---|
| 18 | # 3. Neither the name of author nor the names of any contributors may be
|
---|
| 19 | # used to endorse or promote products derived from this software
|
---|
| 20 | # without specific prior written permission.
|
---|
| 21 | #
|
---|
| 22 | # THIS SOFTWARE IS PROVIDED BY THE AUTHOR AND CONTRIBUTORS "AS IS" AND
|
---|
| 23 | # ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
---|
| 24 | # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
|
---|
| 25 | # ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR OR CONTRIBUTORS BE LIABLE
|
---|
| 26 | # FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
|
---|
| 27 | # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
|
---|
| 28 | # OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
|
---|
| 29 | # HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
|
---|
| 30 | # LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
|
---|
| 31 | # OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
|
---|
| 32 | # SUCH DAMAGE.
|
---|
| 33 | #
|
---|
[2] | 34 |
|
---|
| 35 | __all__ = ['Queue', 'SimpleQueue', 'JoinableQueue']
|
---|
| 36 |
|
---|
| 37 | import sys
|
---|
| 38 | import os
|
---|
| 39 | import threading
|
---|
| 40 | import collections
|
---|
| 41 | import time
|
---|
| 42 | import atexit
|
---|
| 43 | import weakref
|
---|
| 44 |
|
---|
| 45 | from Queue import Empty, Full
|
---|
| 46 | import _multiprocessing
|
---|
| 47 | from multiprocessing import Pipe
|
---|
| 48 | from multiprocessing.synchronize import Lock, BoundedSemaphore, Semaphore, Condition
|
---|
| 49 | from multiprocessing.util import debug, info, Finalize, register_after_fork
|
---|
| 50 | from multiprocessing.forking import assert_spawning
|
---|
| 51 |
|
---|
| 52 | #
|
---|
| 53 | # Queue type using a pipe, buffer and thread
|
---|
| 54 | #
|
---|
| 55 |
|
---|
| 56 | class Queue(object):
|
---|
| 57 |
|
---|
| 58 | def __init__(self, maxsize=0):
|
---|
| 59 | if maxsize <= 0:
|
---|
| 60 | maxsize = _multiprocessing.SemLock.SEM_VALUE_MAX
|
---|
| 61 | self._maxsize = maxsize
|
---|
| 62 | self._reader, self._writer = Pipe(duplex=False)
|
---|
| 63 | self._rlock = Lock()
|
---|
| 64 | self._opid = os.getpid()
|
---|
| 65 | if sys.platform == 'win32':
|
---|
| 66 | self._wlock = None
|
---|
| 67 | else:
|
---|
| 68 | self._wlock = Lock()
|
---|
| 69 | self._sem = BoundedSemaphore(maxsize)
|
---|
| 70 |
|
---|
| 71 | self._after_fork()
|
---|
| 72 |
|
---|
| 73 | if sys.platform != 'win32':
|
---|
| 74 | register_after_fork(self, Queue._after_fork)
|
---|
| 75 |
|
---|
| 76 | def __getstate__(self):
|
---|
| 77 | assert_spawning(self)
|
---|
| 78 | return (self._maxsize, self._reader, self._writer,
|
---|
| 79 | self._rlock, self._wlock, self._sem, self._opid)
|
---|
| 80 |
|
---|
| 81 | def __setstate__(self, state):
|
---|
| 82 | (self._maxsize, self._reader, self._writer,
|
---|
| 83 | self._rlock, self._wlock, self._sem, self._opid) = state
|
---|
| 84 | self._after_fork()
|
---|
| 85 |
|
---|
| 86 | def _after_fork(self):
|
---|
| 87 | debug('Queue._after_fork()')
|
---|
| 88 | self._notempty = threading.Condition(threading.Lock())
|
---|
| 89 | self._buffer = collections.deque()
|
---|
| 90 | self._thread = None
|
---|
| 91 | self._jointhread = None
|
---|
| 92 | self._joincancelled = False
|
---|
| 93 | self._closed = False
|
---|
| 94 | self._close = None
|
---|
| 95 | self._send = self._writer.send
|
---|
| 96 | self._recv = self._reader.recv
|
---|
| 97 | self._poll = self._reader.poll
|
---|
| 98 |
|
---|
| 99 | def put(self, obj, block=True, timeout=None):
|
---|
| 100 | assert not self._closed
|
---|
| 101 | if not self._sem.acquire(block, timeout):
|
---|
| 102 | raise Full
|
---|
| 103 |
|
---|
| 104 | self._notempty.acquire()
|
---|
| 105 | try:
|
---|
| 106 | if self._thread is None:
|
---|
| 107 | self._start_thread()
|
---|
| 108 | self._buffer.append(obj)
|
---|
| 109 | self._notempty.notify()
|
---|
| 110 | finally:
|
---|
| 111 | self._notempty.release()
|
---|
| 112 |
|
---|
| 113 | def get(self, block=True, timeout=None):
|
---|
| 114 | if block and timeout is None:
|
---|
| 115 | self._rlock.acquire()
|
---|
| 116 | try:
|
---|
| 117 | res = self._recv()
|
---|
| 118 | self._sem.release()
|
---|
| 119 | return res
|
---|
| 120 | finally:
|
---|
| 121 | self._rlock.release()
|
---|
| 122 |
|
---|
| 123 | else:
|
---|
| 124 | if block:
|
---|
| 125 | deadline = time.time() + timeout
|
---|
| 126 | if not self._rlock.acquire(block, timeout):
|
---|
| 127 | raise Empty
|
---|
| 128 | try:
|
---|
[391] | 129 | if block:
|
---|
| 130 | timeout = deadline - time.time()
|
---|
| 131 | if timeout < 0 or not self._poll(timeout):
|
---|
| 132 | raise Empty
|
---|
| 133 | elif not self._poll():
|
---|
[2] | 134 | raise Empty
|
---|
| 135 | res = self._recv()
|
---|
| 136 | self._sem.release()
|
---|
| 137 | return res
|
---|
| 138 | finally:
|
---|
| 139 | self._rlock.release()
|
---|
| 140 |
|
---|
| 141 | def qsize(self):
|
---|
| 142 | # Raises NotImplementedError on Mac OSX because of broken sem_getvalue()
|
---|
| 143 | return self._maxsize - self._sem._semlock._get_value()
|
---|
| 144 |
|
---|
| 145 | def empty(self):
|
---|
| 146 | return not self._poll()
|
---|
| 147 |
|
---|
| 148 | def full(self):
|
---|
| 149 | return self._sem._semlock._is_zero()
|
---|
| 150 |
|
---|
| 151 | def get_nowait(self):
|
---|
| 152 | return self.get(False)
|
---|
| 153 |
|
---|
| 154 | def put_nowait(self, obj):
|
---|
| 155 | return self.put(obj, False)
|
---|
| 156 |
|
---|
| 157 | def close(self):
|
---|
| 158 | self._closed = True
|
---|
| 159 | self._reader.close()
|
---|
| 160 | if self._close:
|
---|
| 161 | self._close()
|
---|
| 162 |
|
---|
| 163 | def join_thread(self):
|
---|
| 164 | debug('Queue.join_thread()')
|
---|
| 165 | assert self._closed
|
---|
| 166 | if self._jointhread:
|
---|
| 167 | self._jointhread()
|
---|
| 168 |
|
---|
| 169 | def cancel_join_thread(self):
|
---|
| 170 | debug('Queue.cancel_join_thread()')
|
---|
| 171 | self._joincancelled = True
|
---|
| 172 | try:
|
---|
| 173 | self._jointhread.cancel()
|
---|
| 174 | except AttributeError:
|
---|
| 175 | pass
|
---|
| 176 |
|
---|
| 177 | def _start_thread(self):
|
---|
| 178 | debug('Queue._start_thread()')
|
---|
| 179 |
|
---|
| 180 | # Start thread which transfers data from buffer to pipe
|
---|
| 181 | self._buffer.clear()
|
---|
| 182 | self._thread = threading.Thread(
|
---|
| 183 | target=Queue._feed,
|
---|
| 184 | args=(self._buffer, self._notempty, self._send,
|
---|
| 185 | self._wlock, self._writer.close),
|
---|
| 186 | name='QueueFeederThread'
|
---|
| 187 | )
|
---|
| 188 | self._thread.daemon = True
|
---|
| 189 |
|
---|
| 190 | debug('doing self._thread.start()')
|
---|
| 191 | self._thread.start()
|
---|
| 192 | debug('... done self._thread.start()')
|
---|
| 193 |
|
---|
| 194 | # On process exit we will wait for data to be flushed to pipe.
|
---|
[391] | 195 | if not self._joincancelled:
|
---|
[2] | 196 | self._jointhread = Finalize(
|
---|
| 197 | self._thread, Queue._finalize_join,
|
---|
| 198 | [weakref.ref(self._thread)],
|
---|
| 199 | exitpriority=-5
|
---|
| 200 | )
|
---|
| 201 |
|
---|
| 202 | # Send sentinel to the thread queue object when garbage collected
|
---|
| 203 | self._close = Finalize(
|
---|
| 204 | self, Queue._finalize_close,
|
---|
| 205 | [self._buffer, self._notempty],
|
---|
| 206 | exitpriority=10
|
---|
| 207 | )
|
---|
| 208 |
|
---|
| 209 | @staticmethod
|
---|
| 210 | def _finalize_join(twr):
|
---|
| 211 | debug('joining queue thread')
|
---|
| 212 | thread = twr()
|
---|
| 213 | if thread is not None:
|
---|
| 214 | thread.join()
|
---|
| 215 | debug('... queue thread joined')
|
---|
| 216 | else:
|
---|
| 217 | debug('... queue thread already dead')
|
---|
| 218 |
|
---|
| 219 | @staticmethod
|
---|
| 220 | def _finalize_close(buffer, notempty):
|
---|
| 221 | debug('telling queue thread to quit')
|
---|
| 222 | notempty.acquire()
|
---|
| 223 | try:
|
---|
| 224 | buffer.append(_sentinel)
|
---|
| 225 | notempty.notify()
|
---|
| 226 | finally:
|
---|
| 227 | notempty.release()
|
---|
| 228 |
|
---|
| 229 | @staticmethod
|
---|
| 230 | def _feed(buffer, notempty, send, writelock, close):
|
---|
| 231 | debug('starting thread to feed data to pipe')
|
---|
| 232 | from .util import is_exiting
|
---|
| 233 |
|
---|
| 234 | nacquire = notempty.acquire
|
---|
| 235 | nrelease = notempty.release
|
---|
| 236 | nwait = notempty.wait
|
---|
| 237 | bpopleft = buffer.popleft
|
---|
| 238 | sentinel = _sentinel
|
---|
| 239 | if sys.platform != 'win32':
|
---|
| 240 | wacquire = writelock.acquire
|
---|
| 241 | wrelease = writelock.release
|
---|
| 242 | else:
|
---|
| 243 | wacquire = None
|
---|
| 244 |
|
---|
| 245 | try:
|
---|
| 246 | while 1:
|
---|
| 247 | nacquire()
|
---|
| 248 | try:
|
---|
| 249 | if not buffer:
|
---|
| 250 | nwait()
|
---|
| 251 | finally:
|
---|
| 252 | nrelease()
|
---|
| 253 | try:
|
---|
| 254 | while 1:
|
---|
| 255 | obj = bpopleft()
|
---|
| 256 | if obj is sentinel:
|
---|
| 257 | debug('feeder thread got sentinel -- exiting')
|
---|
| 258 | close()
|
---|
| 259 | return
|
---|
| 260 |
|
---|
| 261 | if wacquire is None:
|
---|
| 262 | send(obj)
|
---|
| 263 | else:
|
---|
| 264 | wacquire()
|
---|
| 265 | try:
|
---|
| 266 | send(obj)
|
---|
| 267 | finally:
|
---|
| 268 | wrelease()
|
---|
| 269 | except IndexError:
|
---|
| 270 | pass
|
---|
| 271 | except Exception, e:
|
---|
| 272 | # Since this runs in a daemon thread the resources it uses
|
---|
| 273 | # may be become unusable while the process is cleaning up.
|
---|
| 274 | # We ignore errors which happen after the process has
|
---|
| 275 | # started to cleanup.
|
---|
| 276 | try:
|
---|
| 277 | if is_exiting():
|
---|
| 278 | info('error in queue thread: %s', e)
|
---|
| 279 | else:
|
---|
| 280 | import traceback
|
---|
| 281 | traceback.print_exc()
|
---|
| 282 | except Exception:
|
---|
| 283 | pass
|
---|
| 284 |
|
---|
| 285 | _sentinel = object()
|
---|
| 286 |
|
---|
| 287 | #
|
---|
| 288 | # A queue type which also supports join() and task_done() methods
|
---|
| 289 | #
|
---|
| 290 | # Note that if you do not call task_done() for each finished task then
|
---|
| 291 | # eventually the counter's semaphore may overflow causing Bad Things
|
---|
| 292 | # to happen.
|
---|
| 293 | #
|
---|
| 294 |
|
---|
| 295 | class JoinableQueue(Queue):
|
---|
| 296 |
|
---|
| 297 | def __init__(self, maxsize=0):
|
---|
| 298 | Queue.__init__(self, maxsize)
|
---|
| 299 | self._unfinished_tasks = Semaphore(0)
|
---|
| 300 | self._cond = Condition()
|
---|
| 301 |
|
---|
| 302 | def __getstate__(self):
|
---|
| 303 | return Queue.__getstate__(self) + (self._cond, self._unfinished_tasks)
|
---|
| 304 |
|
---|
| 305 | def __setstate__(self, state):
|
---|
| 306 | Queue.__setstate__(self, state[:-2])
|
---|
| 307 | self._cond, self._unfinished_tasks = state[-2:]
|
---|
| 308 |
|
---|
| 309 | def put(self, obj, block=True, timeout=None):
|
---|
| 310 | assert not self._closed
|
---|
| 311 | if not self._sem.acquire(block, timeout):
|
---|
| 312 | raise Full
|
---|
| 313 |
|
---|
| 314 | self._notempty.acquire()
|
---|
| 315 | self._cond.acquire()
|
---|
| 316 | try:
|
---|
| 317 | if self._thread is None:
|
---|
| 318 | self._start_thread()
|
---|
| 319 | self._buffer.append(obj)
|
---|
| 320 | self._unfinished_tasks.release()
|
---|
| 321 | self._notempty.notify()
|
---|
| 322 | finally:
|
---|
| 323 | self._cond.release()
|
---|
| 324 | self._notempty.release()
|
---|
| 325 |
|
---|
| 326 | def task_done(self):
|
---|
| 327 | self._cond.acquire()
|
---|
| 328 | try:
|
---|
| 329 | if not self._unfinished_tasks.acquire(False):
|
---|
| 330 | raise ValueError('task_done() called too many times')
|
---|
| 331 | if self._unfinished_tasks._semlock._is_zero():
|
---|
| 332 | self._cond.notify_all()
|
---|
| 333 | finally:
|
---|
| 334 | self._cond.release()
|
---|
| 335 |
|
---|
| 336 | def join(self):
|
---|
| 337 | self._cond.acquire()
|
---|
| 338 | try:
|
---|
| 339 | if not self._unfinished_tasks._semlock._is_zero():
|
---|
| 340 | self._cond.wait()
|
---|
| 341 | finally:
|
---|
| 342 | self._cond.release()
|
---|
| 343 |
|
---|
| 344 | #
|
---|
| 345 | # Simplified Queue type -- really just a locked pipe
|
---|
| 346 | #
|
---|
| 347 |
|
---|
| 348 | class SimpleQueue(object):
|
---|
| 349 |
|
---|
| 350 | def __init__(self):
|
---|
| 351 | self._reader, self._writer = Pipe(duplex=False)
|
---|
| 352 | self._rlock = Lock()
|
---|
| 353 | if sys.platform == 'win32':
|
---|
| 354 | self._wlock = None
|
---|
| 355 | else:
|
---|
| 356 | self._wlock = Lock()
|
---|
| 357 | self._make_methods()
|
---|
| 358 |
|
---|
| 359 | def empty(self):
|
---|
| 360 | return not self._reader.poll()
|
---|
| 361 |
|
---|
| 362 | def __getstate__(self):
|
---|
| 363 | assert_spawning(self)
|
---|
| 364 | return (self._reader, self._writer, self._rlock, self._wlock)
|
---|
| 365 |
|
---|
| 366 | def __setstate__(self, state):
|
---|
| 367 | (self._reader, self._writer, self._rlock, self._wlock) = state
|
---|
| 368 | self._make_methods()
|
---|
| 369 |
|
---|
| 370 | def _make_methods(self):
|
---|
| 371 | recv = self._reader.recv
|
---|
| 372 | racquire, rrelease = self._rlock.acquire, self._rlock.release
|
---|
| 373 | def get():
|
---|
| 374 | racquire()
|
---|
| 375 | try:
|
---|
| 376 | return recv()
|
---|
| 377 | finally:
|
---|
| 378 | rrelease()
|
---|
| 379 | self.get = get
|
---|
| 380 |
|
---|
| 381 | if self._wlock is None:
|
---|
| 382 | # writes to a message oriented win32 pipe are atomic
|
---|
| 383 | self.put = self._writer.send
|
---|
| 384 | else:
|
---|
| 385 | send = self._writer.send
|
---|
| 386 | wacquire, wrelease = self._wlock.acquire, self._wlock.release
|
---|
| 387 | def put(obj):
|
---|
| 388 | wacquire()
|
---|
| 389 | try:
|
---|
| 390 | return send(obj)
|
---|
| 391 | finally:
|
---|
| 392 | wrelease()
|
---|
| 393 | self.put = put
|
---|