异步 + 多处理 + unix
asyncio + multiprocessing + unix
我有一个具有以下逻辑的宠物项目:
import asyncio, multiprocessing
async def sub_main():
print('Hello from subprocess')
def sub_loop():
asyncio.get_event_loop().run_until_complete(sub_main())
def start():
multiprocessing.Process(target=sub_loop).start()
start()
如果你 运行 它,你会看到:
Hello from subprocess
很好。但我要做的是改为 start()
协程:
async def start():
multiprocessing.Process(target=sub_loop).start()
为了运行它,我必须做这样的事情:
asyncio.get_event_loop().run_until_complete(start())
这里是问题所在:创建子进程时,它会克隆整个 Python 环境,因此事件循环已经 运行 在那里:
Process Process-1:
Traceback (most recent call last):
File "/usr/lib/python3.5/multiprocessing/process.py", line 249, in _bootstrap
self.run()
File "/usr/lib/python3.5/multiprocessing/process.py", line 93, in run
self._target(*self._args, **self._kwargs)
File "test.py", line 7, in sub_loop
asyncio.get_event_loop().run_until_complete(sub_main())
File "/usr/lib/python3.5/asyncio/base_events.py", line 361, in run_until_complete
self.run_forever()
File "/usr/lib/python3.5/asyncio/base_events.py", line 326, in run_forever
raise RuntimeError('Event loop is running.')
RuntimeError: Event loop is running.
我试图在子进程端销毁它,但没有成功,但我认为正确的方法是防止它与子进程共享。有可能吗?
更新:
这是完整的失败代码:
import asyncio, multiprocessing
import asyncio.unix_events
async def sub_main():
print('Hello from subprocess')
def sub_loop():
asyncio.get_event_loop().run_until_complete(sub_main())
async def start():
multiprocessing.Process(target=sub_loop).start()
asyncio.get_event_loop().run_until_complete(start())
您应该始终添加一个检查以查看您如何 运行 代码(if __name__ == '__main__':
部分。您的子进程第二次是 运行 模块中的所有内容,给出你悲伤(无法抗拒)。
import asyncio, multiprocessing
async def sub_main():
print('Hello from subprocess')
def sub_loop():
asyncio.get_event_loop().run_until_complete(sub_main())
async def start():
multiprocessing.Process(target=sub_loop).start()
if __name__ == '__main__':
asyncio.get_event_loop().run_until_complete(start())
首先,你应该考虑使用loop.run_in_executor with a ProcessPoolExecutor if you plan to run python subprocesses from within the loop. As for your problem, you can use the event loop policy函数来设置一个新的循环:
import asyncio
from concurrent.futures import ProcessPoolExecutor
async def sub_main():
print('Hello from subprocess')
def sub_loop():
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
loop.run_until_complete(sub_main())
async def start(executor):
await asyncio.get_event_loop().run_in_executor(executor, sub_loop)
if __name__ == '__main__':
executor = ProcessPoolExecutor()
asyncio.get_event_loop().run_until_complete(start(executor))
我有一个具有以下逻辑的宠物项目:
import asyncio, multiprocessing
async def sub_main():
print('Hello from subprocess')
def sub_loop():
asyncio.get_event_loop().run_until_complete(sub_main())
def start():
multiprocessing.Process(target=sub_loop).start()
start()
如果你 运行 它,你会看到:
Hello from subprocess
很好。但我要做的是改为 start()
协程:
async def start():
multiprocessing.Process(target=sub_loop).start()
为了运行它,我必须做这样的事情:
asyncio.get_event_loop().run_until_complete(start())
这里是问题所在:创建子进程时,它会克隆整个 Python 环境,因此事件循环已经 运行 在那里:
Process Process-1:
Traceback (most recent call last):
File "/usr/lib/python3.5/multiprocessing/process.py", line 249, in _bootstrap
self.run()
File "/usr/lib/python3.5/multiprocessing/process.py", line 93, in run
self._target(*self._args, **self._kwargs)
File "test.py", line 7, in sub_loop
asyncio.get_event_loop().run_until_complete(sub_main())
File "/usr/lib/python3.5/asyncio/base_events.py", line 361, in run_until_complete
self.run_forever()
File "/usr/lib/python3.5/asyncio/base_events.py", line 326, in run_forever
raise RuntimeError('Event loop is running.')
RuntimeError: Event loop is running.
我试图在子进程端销毁它,但没有成功,但我认为正确的方法是防止它与子进程共享。有可能吗?
更新: 这是完整的失败代码:
import asyncio, multiprocessing
import asyncio.unix_events
async def sub_main():
print('Hello from subprocess')
def sub_loop():
asyncio.get_event_loop().run_until_complete(sub_main())
async def start():
multiprocessing.Process(target=sub_loop).start()
asyncio.get_event_loop().run_until_complete(start())
您应该始终添加一个检查以查看您如何 运行 代码(if __name__ == '__main__':
部分。您的子进程第二次是 运行 模块中的所有内容,给出你悲伤(无法抗拒)。
import asyncio, multiprocessing
async def sub_main():
print('Hello from subprocess')
def sub_loop():
asyncio.get_event_loop().run_until_complete(sub_main())
async def start():
multiprocessing.Process(target=sub_loop).start()
if __name__ == '__main__':
asyncio.get_event_loop().run_until_complete(start())
首先,你应该考虑使用loop.run_in_executor with a ProcessPoolExecutor if you plan to run python subprocesses from within the loop. As for your problem, you can use the event loop policy函数来设置一个新的循环:
import asyncio
from concurrent.futures import ProcessPoolExecutor
async def sub_main():
print('Hello from subprocess')
def sub_loop():
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
loop.run_until_complete(sub_main())
async def start(executor):
await asyncio.get_event_loop().run_in_executor(executor, sub_loop)
if __name__ == '__main__':
executor = ProcessPoolExecutor()
asyncio.get_event_loop().run_until_complete(start(executor))