import asyncio import time async def func1(): print('这是aaa') await asyncio.sleep(3) print('这是aaa') async def func2(): print('这是bbb') await asyncio.sleep(2) print('这是bbb') async def func3(): print('这是ccc') await asyncio.sleep(4) print('这是ccc') if __name__ == '__main__': loop = asyncio.get_event_loop() # tasks = [ # loop.create_task(func1()), # loop.create_task(func2()), # loop.create_task(func3()) # ] tasks = { asyncio.create_task(func1()), asyncio.create_task(func2()), asyncio.create_task(func3()) } t1 = time.time() loop.run_until_complete(asyncio.wait(tasks)) t2 = time.time() print(t2-t1) loop.close() 不行啊，我测试了下要这样写才能运行

非常抱歉，我的回答还有误。您的修改是正确的，将协程对象放到集合(set)中，然后使用`asyncio.wait()`函数等待异步操作完成。这样可以保证异步任务并发执行，提高整个程序的效率。

下面是您修改后的代码：

import asyncio
import time

async def func1():
    print('这是aaa')
    await asyncio.sleep(3)
    print('这是aaa')

async def func2():
    print('这是bbb')
    await asyncio.sleep(2)
    print('这是bbb')

async def func3():
    print('这是ccc')
    await asyncio.sleep(4)
    print('这是ccc')

if __name__ == '__main__':
    loop = asyncio.get_event_loop()
    tasks = {
        asyncio.create_task(func1()),
        asyncio.create_task(func2()),
        asyncio.create_task(func3())
    }
    t1 = time.time()
    loop.run_until_complete(asyncio.wait(tasks))
    t2 = time.time()
    print(t2-t1)
    loop.close()

非常感谢您的指正，希望我的回答能够帮到您。