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:
parent
962bdeab19
commit
7c994549dc
|
@ -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)
|
||||
|
|
|
@ -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.
|
Loading…
Reference in New Issue