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259 lines
9.3 KiB
259 lines
9.3 KiB
1 week ago
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from __future__ import annotations
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import os
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import pickle
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import subprocess
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import sys
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from collections import deque
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from collections.abc import Callable
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from importlib.util import module_from_spec, spec_from_file_location
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from typing import TypeVar, cast
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from ._core._eventloop import current_time, get_async_backend, get_cancelled_exc_class
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from ._core._exceptions import BrokenWorkerProcess
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from ._core._subprocesses import open_process
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from ._core._synchronization import CapacityLimiter
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from ._core._tasks import CancelScope, fail_after
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from .abc import ByteReceiveStream, ByteSendStream, Process
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from .lowlevel import RunVar, checkpoint_if_cancelled
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from .streams.buffered import BufferedByteReceiveStream
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if sys.version_info >= (3, 11):
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from typing import TypeVarTuple, Unpack
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else:
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from typing_extensions import TypeVarTuple, Unpack
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WORKER_MAX_IDLE_TIME = 300 # 5 minutes
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T_Retval = TypeVar("T_Retval")
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PosArgsT = TypeVarTuple("PosArgsT")
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_process_pool_workers: RunVar[set[Process]] = RunVar("_process_pool_workers")
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_process_pool_idle_workers: RunVar[deque[tuple[Process, float]]] = RunVar(
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"_process_pool_idle_workers"
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)
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_default_process_limiter: RunVar[CapacityLimiter] = RunVar("_default_process_limiter")
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async def run_sync(
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func: Callable[[Unpack[PosArgsT]], T_Retval],
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*args: Unpack[PosArgsT],
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cancellable: bool = False,
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limiter: CapacityLimiter | None = None,
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) -> T_Retval:
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"""
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Call the given function with the given arguments in a worker process.
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If the ``cancellable`` option is enabled and the task waiting for its completion is
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cancelled, the worker process running it will be abruptly terminated using SIGKILL
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(or ``terminateProcess()`` on Windows).
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:param func: a callable
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:param args: positional arguments for the callable
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:param cancellable: ``True`` to allow cancellation of the operation while it's
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running
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:param limiter: capacity limiter to use to limit the total amount of processes
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running (if omitted, the default limiter is used)
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:return: an awaitable that yields the return value of the function.
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"""
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async def send_raw_command(pickled_cmd: bytes) -> object:
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try:
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await stdin.send(pickled_cmd)
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response = await buffered.receive_until(b"\n", 50)
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status, length = response.split(b" ")
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if status not in (b"RETURN", b"EXCEPTION"):
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raise RuntimeError(
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f"Worker process returned unexpected response: {response!r}"
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)
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pickled_response = await buffered.receive_exactly(int(length))
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except BaseException as exc:
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workers.discard(process)
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try:
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process.kill()
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with CancelScope(shield=True):
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await process.aclose()
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except ProcessLookupError:
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pass
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if isinstance(exc, get_cancelled_exc_class()):
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raise
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else:
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raise BrokenWorkerProcess from exc
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retval = pickle.loads(pickled_response)
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if status == b"EXCEPTION":
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assert isinstance(retval, BaseException)
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raise retval
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else:
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return retval
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# First pickle the request before trying to reserve a worker process
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await checkpoint_if_cancelled()
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request = pickle.dumps(("run", func, args), protocol=pickle.HIGHEST_PROTOCOL)
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# If this is the first run in this event loop thread, set up the necessary variables
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try:
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workers = _process_pool_workers.get()
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idle_workers = _process_pool_idle_workers.get()
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except LookupError:
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workers = set()
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idle_workers = deque()
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_process_pool_workers.set(workers)
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_process_pool_idle_workers.set(idle_workers)
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get_async_backend().setup_process_pool_exit_at_shutdown(workers)
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async with limiter or current_default_process_limiter():
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# Pop processes from the pool (starting from the most recently used) until we
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# find one that hasn't exited yet
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process: Process
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while idle_workers:
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process, idle_since = idle_workers.pop()
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if process.returncode is None:
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stdin = cast(ByteSendStream, process.stdin)
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buffered = BufferedByteReceiveStream(
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cast(ByteReceiveStream, process.stdout)
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)
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# Prune any other workers that have been idle for WORKER_MAX_IDLE_TIME
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# seconds or longer
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now = current_time()
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killed_processes: list[Process] = []
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while idle_workers:
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if now - idle_workers[0][1] < WORKER_MAX_IDLE_TIME:
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break
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process_to_kill, idle_since = idle_workers.popleft()
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process_to_kill.kill()
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workers.remove(process_to_kill)
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killed_processes.append(process_to_kill)
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with CancelScope(shield=True):
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for killed_process in killed_processes:
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await killed_process.aclose()
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break
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workers.remove(process)
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else:
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command = [sys.executable, "-u", "-m", __name__]
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process = await open_process(
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command, stdin=subprocess.PIPE, stdout=subprocess.PIPE
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)
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try:
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stdin = cast(ByteSendStream, process.stdin)
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buffered = BufferedByteReceiveStream(
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cast(ByteReceiveStream, process.stdout)
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)
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with fail_after(20):
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message = await buffered.receive(6)
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if message != b"READY\n":
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raise BrokenWorkerProcess(
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f"Worker process returned unexpected response: {message!r}"
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)
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main_module_path = getattr(sys.modules["__main__"], "__file__", None)
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pickled = pickle.dumps(
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("init", sys.path, main_module_path),
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protocol=pickle.HIGHEST_PROTOCOL,
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)
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await send_raw_command(pickled)
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except (BrokenWorkerProcess, get_cancelled_exc_class()):
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raise
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except BaseException as exc:
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process.kill()
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raise BrokenWorkerProcess(
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"Error during worker process initialization"
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) from exc
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workers.add(process)
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with CancelScope(shield=not cancellable):
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try:
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return cast(T_Retval, await send_raw_command(request))
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finally:
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if process in workers:
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idle_workers.append((process, current_time()))
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def current_default_process_limiter() -> CapacityLimiter:
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"""
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Return the capacity limiter that is used by default to limit the number of worker
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processes.
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:return: a capacity limiter object
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"""
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try:
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return _default_process_limiter.get()
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except LookupError:
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limiter = CapacityLimiter(os.cpu_count() or 2)
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_default_process_limiter.set(limiter)
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return limiter
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def process_worker() -> None:
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# Redirect standard streams to os.devnull so that user code won't interfere with the
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# parent-worker communication
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stdin = sys.stdin
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stdout = sys.stdout
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sys.stdin = open(os.devnull)
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sys.stdout = open(os.devnull, "w")
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stdout.buffer.write(b"READY\n")
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while True:
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retval = exception = None
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try:
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command, *args = pickle.load(stdin.buffer)
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except EOFError:
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return
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except BaseException as exc:
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exception = exc
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else:
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if command == "run":
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func, args = args
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try:
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retval = func(*args)
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except BaseException as exc:
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exception = exc
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elif command == "init":
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main_module_path: str | None
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sys.path, main_module_path = args
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del sys.modules["__main__"]
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if main_module_path and os.path.isfile(main_module_path):
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# Load the parent's main module but as __mp_main__ instead of
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# __main__ (like multiprocessing does) to avoid infinite recursion
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try:
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spec = spec_from_file_location("__mp_main__", main_module_path)
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if spec and spec.loader:
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main = module_from_spec(spec)
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spec.loader.exec_module(main)
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sys.modules["__main__"] = main
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except BaseException as exc:
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exception = exc
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try:
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if exception is not None:
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status = b"EXCEPTION"
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pickled = pickle.dumps(exception, pickle.HIGHEST_PROTOCOL)
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else:
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status = b"RETURN"
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pickled = pickle.dumps(retval, pickle.HIGHEST_PROTOCOL)
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except BaseException as exc:
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exception = exc
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status = b"EXCEPTION"
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pickled = pickle.dumps(exc, pickle.HIGHEST_PROTOCOL)
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stdout.buffer.write(b"%s %d\n" % (status, len(pickled)))
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stdout.buffer.write(pickled)
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# Respect SIGTERM
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if isinstance(exception, SystemExit):
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raise exception
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if __name__ == "__main__":
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process_worker()
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