bpo-35493: Use Process.sentinel instead of sleeping for polling worker status in multiprocessing.Pool (#11488)

* bpo-35493: Use Process.sentinel instead of sleeping for polling worker status in multiprocessing.Pool

* Use self-pipe pattern to avoid polling for changes

* Refactor some variable names and add comments

* Restore timeout and poll

* Use reader object only on wait()

* Recompute worker sentinels every time

* Remove timeout and use change notifier

* Refactor some methods to be overloaded by the ThreadPool, document the cache class and fix typos
This commit is contained in:
Pablo Galindo 2019-03-16 22:34:24 +00:00 committed by GitHub
parent 962bdeab19
commit 7c994549dc
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2 changed files with 80 additions and 11 deletions

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@ -21,11 +21,13 @@ import threading
import time
import traceback
import warnings
from queue import Empty
# If threading is available then ThreadPool should be provided. Therefore
# we avoid top-level imports which are liable to fail on some systems.
from . import util
from . import get_context, TimeoutError
from .connection import wait
#
# Constants representing the state of a pool
@ -145,6 +147,29 @@ def _helper_reraises_exception(ex):
# Class representing a process pool
#
class _PoolCache(dict):
"""
Class that implements a cache for the Pool class that will notify
the pool management threads every time the cache is emptied. The
notification is done by the use of a queue that is provided when
instantiating the cache.
"""
def __init__(self, *args, notifier=None, **kwds):
self.notifier = notifier
super().__init__(*args, **kwds)
def __delitem__(self, item):
super().__delitem__(item)
# Notify that the cache is empty. This is important because the
# pool keeps maintaining workers until the cache gets drained. This
# eliminates a race condition in which a task is finished after the
# the pool's _handle_workers method has enter another iteration of the
# loop. In this situation, the only event that can wake up the pool
# is the cache to be emptied (no more tasks available).
if not self:
self.notifier.put(None)
class Pool(object):
'''
Class which supports an async version of applying functions to arguments.
@ -165,7 +190,11 @@ class Pool(object):
self._ctx = context or get_context()
self._setup_queues()
self._taskqueue = queue.SimpleQueue()
self._cache = {}
# The _change_notifier queue exist to wake up self._handle_workers()
# when the cache (self._cache) is empty or when there is a change in
# the _state variable of the thread that runs _handle_workers.
self._change_notifier = self._ctx.SimpleQueue()
self._cache = _PoolCache(notifier=self._change_notifier)
self._maxtasksperchild = maxtasksperchild
self._initializer = initializer
self._initargs = initargs
@ -189,12 +218,14 @@ class Pool(object):
p.join()
raise
sentinels = self._get_sentinels()
self._worker_handler = threading.Thread(
target=Pool._handle_workers,
args=(self._cache, self._taskqueue, self._ctx, self.Process,
self._processes, self._pool, self._inqueue, self._outqueue,
self._initializer, self._initargs, self._maxtasksperchild,
self._wrap_exception)
self._wrap_exception, sentinels, self._change_notifier)
)
self._worker_handler.daemon = True
self._worker_handler._state = RUN
@ -221,7 +252,7 @@ class Pool(object):
self._terminate = util.Finalize(
self, self._terminate_pool,
args=(self._taskqueue, self._inqueue, self._outqueue, self._pool,
self._worker_handler, self._task_handler,
self._change_notifier, self._worker_handler, self._task_handler,
self._result_handler, self._cache),
exitpriority=15
)
@ -233,6 +264,8 @@ class Pool(object):
if self._state == RUN:
_warn(f"unclosed running multiprocessing pool {self!r}",
ResourceWarning, source=self)
if getattr(self, '_change_notifier', None) is not None:
self._change_notifier.put(None)
def __repr__(self):
cls = self.__class__
@ -240,6 +273,16 @@ class Pool(object):
f'state={self._state} '
f'pool_size={len(self._pool)}>')
def _get_sentinels(self):
task_queue_sentinels = [self._outqueue._reader]
self_notifier_sentinels = [self._change_notifier._reader]
return [*task_queue_sentinels, *self_notifier_sentinels]
@staticmethod
def _get_worker_sentinels(workers):
return [worker.sentinel for worker in
workers if hasattr(worker, "sentinel")]
@staticmethod
def _join_exited_workers(pool):
"""Cleanup after any worker processes which have exited due to reaching
@ -452,18 +495,28 @@ class Pool(object):
return result
@staticmethod
def _handle_workers(cache, taskqueue, ctx, Process, processes, pool,
inqueue, outqueue, initializer, initargs,
maxtasksperchild, wrap_exception):
def _wait_for_updates(sentinels, change_notifier, timeout=None):
wait(sentinels, timeout=timeout)
while not change_notifier.empty():
change_notifier.get()
@classmethod
def _handle_workers(cls, cache, taskqueue, ctx, Process, processes,
pool, inqueue, outqueue, initializer, initargs,
maxtasksperchild, wrap_exception, sentinels,
change_notifier):
thread = threading.current_thread()
# Keep maintaining workers until the cache gets drained, unless the pool
# is terminated.
while thread._state == RUN or (cache and thread._state != TERMINATE):
Pool._maintain_pool(ctx, Process, processes, pool, inqueue,
outqueue, initializer, initargs,
maxtasksperchild, wrap_exception)
time.sleep(0.1)
cls._maintain_pool(ctx, Process, processes, pool, inqueue,
outqueue, initializer, initargs,
maxtasksperchild, wrap_exception)
current_sentinels = [*cls._get_worker_sentinels(pool), *sentinels]
cls._wait_for_updates(current_sentinels, change_notifier)
# send sentinel to stop workers
taskqueue.put(None)
util.debug('worker handler exiting')
@ -593,11 +646,13 @@ class Pool(object):
if self._state == RUN:
self._state = CLOSE
self._worker_handler._state = CLOSE
self._change_notifier.put(None)
def terminate(self):
util.debug('terminating pool')
self._state = TERMINATE
self._worker_handler._state = TERMINATE
self._change_notifier.put(None)
self._terminate()
def join(self):
@ -622,7 +677,7 @@ class Pool(object):
time.sleep(0)
@classmethod
def _terminate_pool(cls, taskqueue, inqueue, outqueue, pool,
def _terminate_pool(cls, taskqueue, inqueue, outqueue, pool, change_notifier,
worker_handler, task_handler, result_handler, cache):
# this is guaranteed to only be called once
util.debug('finalizing pool')
@ -638,6 +693,7 @@ class Pool(object):
"Cannot have cache with result_hander not alive")
result_handler._state = TERMINATE
change_notifier.put(None)
outqueue.put(None) # sentinel
# We must wait for the worker handler to exit before terminating
@ -871,6 +927,13 @@ class ThreadPool(Pool):
self._quick_put = self._inqueue.put
self._quick_get = self._outqueue.get
def _get_sentinels(self):
return [self._change_notifier._reader]
@staticmethod
def _get_worker_sentinels(workers):
return []
@staticmethod
def _help_stuff_finish(inqueue, task_handler, size):
# drain inqueue, and put sentinels at its head to make workers finish
@ -881,3 +944,6 @@ class ThreadPool(Pool):
pass
for i in range(size):
inqueue.put(None)
def _wait_for_updates(self, sentinels, change_notifier, timeout):
time.sleep(timeout)

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@ -0,0 +1,3 @@
Use :func:`multiprocessing.connection.wait` instead of polling each 0.2
seconds for worker updates in :class:`multiprocessing.Pool`. Patch by Pablo
Galindo.