ai-content-maker/.venv/Lib/site-packages/joblib/externals/loky/backend/synchronize.py

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2024-05-03 04:18:51 +03:00
###############################################################################
# Synchronization primitives based on our SemLock implementation
#
# author: Thomas Moreau and Olivier Grisel
#
# adapted from multiprocessing/synchronize.py (17/02/2017)
# * Remove ctx argument for compatibility reason
# * Registers a cleanup function with the loky resource_tracker to remove the
# semaphore when the process dies instead.
#
# TODO: investigate which Python version is required to be able to use
# multiprocessing.resource_tracker and therefore multiprocessing.synchronize
# instead of a loky-specific fork.
import os
import sys
import tempfile
import threading
import _multiprocessing
from time import time as _time
from multiprocessing import process, util
from multiprocessing.context import assert_spawning
from . import resource_tracker
__all__ = [
"Lock",
"RLock",
"Semaphore",
"BoundedSemaphore",
"Condition",
"Event",
]
# Try to import the mp.synchronize module cleanly, if it fails
# raise ImportError for platforms lacking a working sem_open implementation.
# See issue 3770
try:
from _multiprocessing import SemLock as _SemLock
from _multiprocessing import sem_unlink
except ImportError:
raise ImportError(
"This platform lacks a functioning sem_open"
" implementation, therefore, the required"
" synchronization primitives needed will not"
" function, see issue 3770."
)
#
# Constants
#
RECURSIVE_MUTEX, SEMAPHORE = range(2)
SEM_VALUE_MAX = _multiprocessing.SemLock.SEM_VALUE_MAX
#
# Base class for semaphores and mutexes; wraps `_multiprocessing.SemLock`
#
class SemLock:
_rand = tempfile._RandomNameSequence()
def __init__(self, kind, value, maxvalue, name=None):
# unlink_now is only used on win32 or when we are using fork.
unlink_now = False
if name is None:
# Try to find an unused name for the SemLock instance.
for _ in range(100):
try:
self._semlock = _SemLock(
kind, value, maxvalue, SemLock._make_name(), unlink_now
)
except FileExistsError: # pragma: no cover
pass
else:
break
else: # pragma: no cover
raise FileExistsError("cannot find name for semaphore")
else:
self._semlock = _SemLock(kind, value, maxvalue, name, unlink_now)
self.name = name
util.debug(
f"created semlock with handle {self._semlock.handle} and name "
f'"{self.name}"'
)
self._make_methods()
def _after_fork(obj):
obj._semlock._after_fork()
util.register_after_fork(self, _after_fork)
# When the object is garbage collected or the
# process shuts down we unlink the semaphore name
resource_tracker.register(self._semlock.name, "semlock")
util.Finalize(
self, SemLock._cleanup, (self._semlock.name,), exitpriority=0
)
@staticmethod
def _cleanup(name):
try:
sem_unlink(name)
except FileNotFoundError:
# Already unlinked, possibly by user code: ignore and make sure to
# unregister the semaphore from the resource tracker.
pass
finally:
resource_tracker.unregister(name, "semlock")
def _make_methods(self):
self.acquire = self._semlock.acquire
self.release = self._semlock.release
def __enter__(self):
return self._semlock.acquire()
def __exit__(self, *args):
return self._semlock.release()
def __getstate__(self):
assert_spawning(self)
sl = self._semlock
h = sl.handle
return (h, sl.kind, sl.maxvalue, sl.name)
def __setstate__(self, state):
self._semlock = _SemLock._rebuild(*state)
util.debug(
f'recreated blocker with handle {state[0]!r} and name "{state[3]}"'
)
self._make_methods()
@staticmethod
def _make_name():
# OSX does not support long names for semaphores
return f"/loky-{os.getpid()}-{next(SemLock._rand)}"
#
# Semaphore
#
class Semaphore(SemLock):
def __init__(self, value=1):
SemLock.__init__(self, SEMAPHORE, value, SEM_VALUE_MAX)
def get_value(self):
if sys.platform == "darwin":
raise NotImplementedError("OSX does not implement sem_getvalue")
return self._semlock._get_value()
def __repr__(self):
try:
value = self._semlock._get_value()
except Exception:
value = "unknown"
return f"<{self.__class__.__name__}(value={value})>"
#
# Bounded semaphore
#
class BoundedSemaphore(Semaphore):
def __init__(self, value=1):
SemLock.__init__(self, SEMAPHORE, value, value)
def __repr__(self):
try:
value = self._semlock._get_value()
except Exception:
value = "unknown"
return (
f"<{self.__class__.__name__}(value={value}, "
f"maxvalue={self._semlock.maxvalue})>"
)
#
# Non-recursive lock
#
class Lock(SemLock):
def __init__(self):
super().__init__(SEMAPHORE, 1, 1)
def __repr__(self):
try:
if self._semlock._is_mine():
name = process.current_process().name
if threading.current_thread().name != "MainThread":
name = f"{name}|{threading.current_thread().name}"
elif self._semlock._get_value() == 1:
name = "None"
elif self._semlock._count() > 0:
name = "SomeOtherThread"
else:
name = "SomeOtherProcess"
except Exception:
name = "unknown"
return f"<{self.__class__.__name__}(owner={name})>"
#
# Recursive lock
#
class RLock(SemLock):
def __init__(self):
super().__init__(RECURSIVE_MUTEX, 1, 1)
def __repr__(self):
try:
if self._semlock._is_mine():
name = process.current_process().name
if threading.current_thread().name != "MainThread":
name = f"{name}|{threading.current_thread().name}"
count = self._semlock._count()
elif self._semlock._get_value() == 1:
name, count = "None", 0
elif self._semlock._count() > 0:
name, count = "SomeOtherThread", "nonzero"
else:
name, count = "SomeOtherProcess", "nonzero"
except Exception:
name, count = "unknown", "unknown"
return f"<{self.__class__.__name__}({name}, {count})>"
#
# Condition variable
#
class Condition:
def __init__(self, lock=None):
self._lock = lock or RLock()
self._sleeping_count = Semaphore(0)
self._woken_count = Semaphore(0)
self._wait_semaphore = Semaphore(0)
self._make_methods()
def __getstate__(self):
assert_spawning(self)
return (
self._lock,
self._sleeping_count,
self._woken_count,
self._wait_semaphore,
)
def __setstate__(self, state):
(
self._lock,
self._sleeping_count,
self._woken_count,
self._wait_semaphore,
) = state
self._make_methods()
def __enter__(self):
return self._lock.__enter__()
def __exit__(self, *args):
return self._lock.__exit__(*args)
def _make_methods(self):
self.acquire = self._lock.acquire
self.release = self._lock.release
def __repr__(self):
try:
num_waiters = (
self._sleeping_count._semlock._get_value()
- self._woken_count._semlock._get_value()
)
except Exception:
num_waiters = "unknown"
return f"<{self.__class__.__name__}({self._lock}, {num_waiters})>"
def wait(self, timeout=None):
assert (
self._lock._semlock._is_mine()
), "must acquire() condition before using wait()"
# indicate that this thread is going to sleep
self._sleeping_count.release()
# release lock
count = self._lock._semlock._count()
for _ in range(count):
self._lock.release()
try:
# wait for notification or timeout
return self._wait_semaphore.acquire(True, timeout)
finally:
# indicate that this thread has woken
self._woken_count.release()
# reacquire lock
for _ in range(count):
self._lock.acquire()
def notify(self):
assert self._lock._semlock._is_mine(), "lock is not owned"
assert not self._wait_semaphore.acquire(False)
# to take account of timeouts since last notify() we subtract
# woken_count from sleeping_count and rezero woken_count
while self._woken_count.acquire(False):
res = self._sleeping_count.acquire(False)
assert res
if self._sleeping_count.acquire(False): # try grabbing a sleeper
self._wait_semaphore.release() # wake up one sleeper
self._woken_count.acquire() # wait for the sleeper to wake
# rezero _wait_semaphore in case a timeout just happened
self._wait_semaphore.acquire(False)
def notify_all(self):
assert self._lock._semlock._is_mine(), "lock is not owned"
assert not self._wait_semaphore.acquire(False)
# to take account of timeouts since last notify*() we subtract
# woken_count from sleeping_count and rezero woken_count
while self._woken_count.acquire(False):
res = self._sleeping_count.acquire(False)
assert res
sleepers = 0
while self._sleeping_count.acquire(False):
self._wait_semaphore.release() # wake up one sleeper
sleepers += 1
if sleepers:
for _ in range(sleepers):
self._woken_count.acquire() # wait for a sleeper to wake
# rezero wait_semaphore in case some timeouts just happened
while self._wait_semaphore.acquire(False):
pass
def wait_for(self, predicate, timeout=None):
result = predicate()
if result:
return result
if timeout is not None:
endtime = _time() + timeout
else:
endtime = None
waittime = None
while not result:
if endtime is not None:
waittime = endtime - _time()
if waittime <= 0:
break
self.wait(waittime)
result = predicate()
return result
#
# Event
#
class Event:
def __init__(self):
self._cond = Condition(Lock())
self._flag = Semaphore(0)
def is_set(self):
with self._cond:
if self._flag.acquire(False):
self._flag.release()
return True
return False
def set(self):
with self._cond:
self._flag.acquire(False)
self._flag.release()
self._cond.notify_all()
def clear(self):
with self._cond:
self._flag.acquire(False)
def wait(self, timeout=None):
with self._cond:
if self._flag.acquire(False):
self._flag.release()
else:
self._cond.wait(timeout)
if self._flag.acquire(False):
self._flag.release()
return True
return False