Отдельно разберём TaskGroup, который пришел на замену gather в Python 3.11.
Ключевые отличия
▫️create_task() возвращает объект asyncio.Task, у которого есть соответствюущие методы управления. То есть у нас больше контроля
▫️это контекстный менеджер, который гарантирует что все таски будут остановлены по выходу из контекста
▫️ошибка автоматически отменяет незавершенные задачи,
▫️except* передает нам ExceptionGroup, в котором каждую ошибку можно обработать отдельно
import asyncio
import random
async def do_it() -> str:
if random.random() < 0.1:
raise ValueError('Oops')
delay = random.uniform(0.5, 1.5)
await asyncio.sleep(delay)
return delay
async def main():
try:
async with asyncio.TaskGroup() as tg:
for _ in range(10):
tasks.append(tg.create_task(do_it()))
for t in tasks:
print(t.result())
except *ValueError as e:
for err in e.exceptions:
print(err)
asyncio.run(main())
Рекомендую изучить страницу Coroutines and Tasks из документации, где представлено больше интересных примеров и механизмов
- таймауты
- отмена задач
- создание задач из другого потока
#async
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🪐 In 2003, NASA's Wilkinson Microwave Anisotropy Probe (WMAP) created an all-sky map showing subtle temperature differences in the cosmic microwave background, the afterglow of the Big Bang. WMAP’s high-resolution data revealed a puzzling "cold spot" in the direction of the Eridanus constellation, a region cooler than expected that could hint at some of the universe’s deepest cosmic mysteries—such as massive voids or unusual early-universe physics. ✨
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🪐 The cosmic microwave background—an ancient light left over from the Big Bang—contains a hidden signal: tiny patterns of polarization, or the way its waves are oriented. These "B-modes," discovered in part by the BICEP2 telescope at the South Pole, are faint twists in the light that could provide direct evidence of gravitational waves rippling through the early universe, opening a window into its very first moments. ✨
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