laywerrobot/lib/python3.6/site-packages/sklearn/externals/joblib/_multiprocessing_helpers.py

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2020-08-27 21:55:39 +02:00
"""Helper module to factorize the conditional multiprocessing import logic
We use a distinct module to simplify import statements and avoid introducing
circular dependencies (for instance for the assert_spawning name).
"""
import os
import warnings
# Obtain possible configuration from the environment, assuming 1 (on)
# by default, upon 0 set to None. Should instructively fail if some non
# 0/1 value is set.
mp = int(os.environ.get('JOBLIB_MULTIPROCESSING', 1)) or None
if mp:
try:
import multiprocessing as mp
except ImportError:
mp = None
# 2nd stage: validate that locking is available on the system and
# issue a warning if not
if mp is not None:
try:
_sem = mp.Semaphore()
del _sem # cleanup
except (ImportError, OSError) as e:
mp = None
warnings.warn('%s. joblib will operate in serial mode' % (e,))
# 3rd stage: backward compat for the assert_spawning helper
if mp is not None:
try:
# Python 3.4+
from multiprocessing.context import assert_spawning
except ImportError:
from multiprocessing.forking import assert_spawning
else:
assert_spawning = None