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queues.py 11KB

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