python创建一个异步任务调度器（支持定时、重试、取消）

  • mingtian66

    2025-05-21 16:49:56
  • Python
  • 原创

以下是完整的异步任务调度器实现，支持定时执行、失败重试和任务取消功能：


import asyncio

import time

from typing import Callable, Optional, Any

from dataclasses import dataclass


@dataclass

class TaskConfig:

    interval: float = 0  # 执行间隔(秒)

    max_retries: int = 0  # 最大重试次数

    retry_delay: float = 1  # 重试间隔(秒)


class AsyncTaskScheduler:

    def __init__(self):

        self.tasks = {}

        self._running = False

        self._task_id_counter = 0

        self._lock = asyncio.Lock()


    async def add_task(

        self,

        func: Callable,

        config: TaskConfig,

        *args,

        **kwargs

    ) -> int:

        async with self._lock:

            task_id = self._task_id_counter

            self._task_id_counter += 1

            self.tasks[task_id] = {

                'func': func,

                'config': config,

                'args': args,

                'kwargs': kwargs,

                'cancel': False,

                'running': False

            }

            if self._running:

                asyncio.create_task(self._run_task(task_id))

            return task_id


    async def cancel_task(self, task_id: int) -> bool:

        async with self._lock:

            if task_id in self.tasks:

                self.tasks[task_id]['cancel'] = True

                return True

            return False


    async def start(self):

        self._running = True

        for task_id in list(self.tasks.keys()):

            if not self.tasks[task_id]['running']:

                asyncio.create_task(self._run_task(task_id))


    async def stop(self):

        self._running = False

        for task_id in list(self.tasks.keys()):

            self.tasks[task_id]['cancel'] = True


    async def _run_task(self, task_id: int):

        if task_id not in self.tasks:

            return


        task = self.tasks[task_id]

        task['running'] = True

        config = task['config']


        while not task['cancel']:

            try:

                start_time = time.monotonic()

                retry_count = 0


                while True:

                    try:

                        await task['func'](*task['args'], **task['kwargs'])

                        break

                    except Exception as e:

                        if retry_count >= config.max_retries:

                            print(f"Task {task_id} failed after {retry_count} retries")

                            break

                        retry_count += 1

                        await asyncio.sleep(config.retry_delay)


                if config.interval > 0:

                    elapsed = time.monotonic() - start_time

                    await asyncio.sleep(max(0, config.interval - elapsed))


            except asyncio.CancelledError:

                break


        task['running'] = False

        if task['cancel']:

            self.tasks.pop(task_id, None)


async def example_task(name: str):

    print(f"Running task: {name}")

    await asyncio.sleep(0.5)

    if name == "fail":

        raise ValueError("Intentional failure")


async def main():

    scheduler = AsyncTaskScheduler()

    

    # 添加定时任务(每2秒执行一次)

    task1 = await scheduler.add_task(

        example_task,

        TaskConfig(interval=2),

        "periodic"

    )

    

    # 添加会失败的任务(重试3次)

    task2 = await scheduler.add_task(

        example_task,

        TaskConfig(max_retries=3, retry_delay=0.5),

        "fail"

    )

    

    await scheduler.start()

    await asyncio.sleep(10)

    

    # 取消任务1

    await scheduler.cancel_task(task1)

    await asyncio.sleep(5)

    await scheduler.stop()


if __name__ == "__main__":

    asyncio.run(main())

这个调度器提供了完整的任务管理功能，包括添加定时任务、失败重试机制和任务取消。TaskConfig类配置任务参数，AsyncTaskScheduler类管理任务生命周期。

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