Python：在多个进程中分别使用线程池处理任务

multiworker.py

from concurrent.futures import ThreadPoolExecutor
import multiprocessing
import queue
import signal
import time
from typing import Callable, ParamSpec

from loguru import logger

P = ParamSpec("P")


class MultiWorker:
    """
    在多个进程中分别使用线程池处理任务

    ```python
    with MultiWorker(
        processes=settings.receive_processes, threads=settings.receive_workers
    ) as workers:
        ...
        workers.submit(fn, *args, **kwargs)
    ```
    """

    def __init__(
        self, processes: int = 4, threads: int = 10, *, maxsize: int = 0
    ) -> None:
        self._threads = threads
        self.queue = multiprocessing.Queue(maxsize)
        self.processes = [
            multiprocessing.Process(
                target=self._run, args=(threads, self.queue), daemon=True
            )
            for _ in range(min(processes, multiprocessing.cpu_count()))
        ]

    @staticmethod
    def _run(threads: int, q: multiprocessing.Queue) -> None:
        shutdown = False

        def exit(*args, **kwargs) -> None:
            nonlocal shutdown
            shutdown = True

        signal.signal(signal.SIGINT, exit)
        signal.signal(signal.SIGTERM, exit)

        with ThreadPoolExecutor(max_workers=threads) as workers:
            while not shutdown:
                try:
                    fn, args, kwargs = q.get_nowait()
                except queue.Empty:
                    time.sleep(0.1)
                    continue
                workers.submit(fn, *args, **kwargs)

    def submit(self, fn: Callable[P, None], *args: P.args, **kwargs: P.kwargs) -> None:
        for idx, process in enumerate(tuple(self.processes)):
            if process.is_alive():
                continue

            logger.warning("Child process [{}] died unexpectedly".format(process.pid))
            del self.processes[idx]
            process = multiprocessing.Process(
                target=self._run, args=(self._threads, self.queue), daemon=True
            )
            self.processes.append(process)
            process.start()

        self.queue.put((fn, args, kwargs))

    def start(self) -> None:
        for process in self.processes:
            process.start()

    def close(self, block: bool = True) -> None:
        for process in self.processes:
            process.terminate()

        if block:
            for process in self.processes:
                process.join()

    def __enter__(self) -> "MultiWorker":
        self.start()
        return self

    def __exit__(self, *args) -> None:
        self.close()