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https://github.com/clearml/clearml
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Fix process pool can reuse workers
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parent
c58e2551c8
commit
136b0c33e7
@ -1,7 +1,5 @@
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import os
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import os
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from functools import partial
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from time import sleep
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from time import sleep
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from multiprocessing import pool
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import six
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import six
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from ..config import TASK_LOG_ENVIRONMENT, running_remotely, config
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from ..config import TASK_LOG_ENVIRONMENT, running_remotely, config
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@ -63,34 +61,11 @@ class EnvironmentBind(object):
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cls._current_task.connect(env_param, cls._environment_section)
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cls._current_task.connect(env_param, cls._environment_section)
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class SimpleQueueWrapper(object):
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def __init__(self, task, simple_queue):
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self.__current_task = task
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self.__simple_queue = simple_queue
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def __getattr__(self, attr):
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if attr in ["__simple_queue", "__current_task"]:
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return self.__dict__.get(attr)
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if attr == "put":
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def _patched_put(*a_args, **a_kwargs):
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try:
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task = self.__current_task
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# noinspection PyProtectedMember
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task._at_exit()
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except: # noqa
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pass
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return getattr(self.__simple_queue, "put")(*a_args, **a_kwargs)
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return _patched_put
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return getattr(self.__simple_queue, attr)
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class PatchOsFork(object):
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class PatchOsFork(object):
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_original_fork = None
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_original_fork = None
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_current_task = None
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_current_task = None
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_original_process_run = None
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_original_process_run = None
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_original_process_terminate = None
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@classmethod
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@classmethod
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def patch_fork(cls, task):
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def patch_fork(cls, task):
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@ -120,26 +95,11 @@ class PatchOsFork(object):
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from multiprocessing.process import BaseProcess
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from multiprocessing.process import BaseProcess
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PatchOsFork._original_process_run = BaseProcess.run
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PatchOsFork._original_process_run = BaseProcess.run
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BaseProcess.run = PatchOsFork._patched_process_run
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BaseProcess.run = PatchOsFork._patched_process_run
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PatchOsFork._original_process_terminate = BaseProcess.terminate
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BaseProcess.terminate = PatchOsFork._patched_process_terminate
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except: # noqa
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except: # noqa
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pass
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pass
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@staticmethod
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def _patched_pool_worker(original_worker, *args, **kwargs):
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if not PatchOsFork._current_task:
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return original_worker(*args, **kwargs)
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try:
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if len(args) >= 2 and hasattr(args[1], "put"):
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args = list(args)
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args[1] = SimpleQueueWrapper(PatchOsFork._current_task, args[1])
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args = tuple(args)
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elif "outqueue" in kwargs and hasattr(kwargs["outqueue"], "put"):
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kwargs["outqueue"] = SimpleQueueWrapper(PatchOsFork._current_task, kwargs["outqueue"])
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except: # noqa
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pass
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return original_worker(*args, **kwargs)
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@staticmethod
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@staticmethod
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def _patched_process_run(self, *args, **kwargs):
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def _patched_process_run(self, *args, **kwargs):
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if not PatchOsFork._current_task:
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if not PatchOsFork._current_task:
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@ -151,17 +111,6 @@ class PatchOsFork(object):
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except: # noqa
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except: # noqa
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task = None
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task = None
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# check if this is Process Pool function
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if hasattr(self, "_target"):
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# Now we have to patch Pool, because pool terminates subprocess directly after
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# the return value of the pool worker function is pushed into the queue,
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# which means it will terminate the process before we finish running our "atexit" call
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try:
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if self._target == pool.worker: # noqa
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self._target = partial(PatchOsFork._patched_pool_worker, pool.worker) # noqa
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except: # noqa
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pass
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try:
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try:
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return PatchOsFork._original_process_run(self, *args, **kwargs)
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return PatchOsFork._original_process_run(self, *args, **kwargs)
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finally:
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finally:
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@ -173,6 +122,18 @@ class PatchOsFork(object):
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except: # noqa
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except: # noqa
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pass
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pass
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@staticmethod
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def _patched_process_terminate(self, *args, **kwargs):
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if PatchOsFork._current_task:
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# force creating a Task
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try:
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# noinspection PyProtectedMember
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PatchOsFork._current_task._at_exit()
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except: # noqa
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pass
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return PatchOsFork._original_process_terminate(self, *args, **kwargs)
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@staticmethod
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@staticmethod
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def _patched_fork(*args, **kwargs):
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def _patched_fork(*args, **kwargs):
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if not PatchOsFork._current_task:
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if not PatchOsFork._current_task:
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