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import asyncio | |
import time | |
from functools import partial | |
from typing import Any, Callable, Optional | |
async def create_awaitable(func: Callable, *args, **kwargs) -> Any: | |
loop = asyncio.get_running_loop() | |
return await loop.run_in_executor(None, partial(func, *args, **kwargs)) | |
def hello(delay, first_name, last_name = None): | |
time.sleep(delay) | |
if last_name: | |
full_name = f'{first_name} {last_name}' | |
else: | |
full_name = first_name | |
return f'hello {full_name}!' | |
# blocking | |
hellos = [] | |
start = time.time() | |
for resp in [hello(2, 'matin', 'tamizi'), hello(1, 'manuel')]: | |
hellos.append(resp) | |
assert round(time.time() - start) == 3 | |
assert hellos == ['hello matin tamizi!', 'hello manuel!'] | |
# asyncio.gather | |
first = create_awaitable(hello, 2, 'matin', 'tamizi') | |
second = create_awaitable(hello, 1, 'manuel') | |
start = time.time() | |
hellos = await asyncio.gather(first, second) | |
assert round(time.time() - start) == 2 | |
# same order as blocking | |
assert hellos == ['hello matin tamizi!', 'hello manuel!'] | |
# asyncio.as_completed | |
first = create_awaitable(hello, 2, 'matin', 'tamizi') | |
second = create_awaitable(hello, 1, 'manuel') | |
hellos = [] | |
start = time.time() | |
for coro in asyncio.as_completed([first, second]): | |
hellos.append(await coro) | |
assert round(time.time() - start) == 2 | |
# ordered by whichever was fastest | |
assert hellos == ['hello manuel!', 'hello matin tamizi!'] |
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