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Изворен канал @pythonotes · Post #402 · 22 дек.

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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STEM Arena

@stemarena · Post #24 · 12.03.2026 г., 18:18

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Radioactive scientist? Think of a woman.🩻 Let’s talk about the woman, the myth, the legend—Marie Curie. She didn’t just break through ceilings; she melted them with radioactive elements she discovered herself. Born Maria Skłodowska in Warsaw in 1867, Marie faced financial hardship early on. But with a prodigious memory and relentless drive, she moved to Paris to study at the Sorbonne. There, she wasn’t just a student, she connected with top physicists like Jean Perrin and eventually met her scientific partner in crime, Pierre Curie. Their partnership wasn’t just a marriage; it was a research powerhouse. As she was working in the lab, Marie noticed something strange: the mineral pitchblende was more radioactive than pure uranium. How could that happen? Apparently, it contained a tiny amount of some unknown, extremely active element. Pierre joined the hunt, and together they discovered two brand new elements: Polonium (named after her beloved homeland, Poland) and Radium. While Pierre studied the radiation, Marie did the heavy lifting—literally. She isolated pure metallic radium, with a little help from chemist André-Louis Debierne. When World War I erupted, Marie didn’t hide in a lab. She pioneered mobile X-ray units, famously called “Les Petites Curies.” These were ordinary cars fitted with X-ray apparatus and driven right to the front lines. She personally secured funding, trained medics, and helped examine over one million wounded soldiers. She essentially brought X-rays to the battlefield and made them an essential medical tool. …. Swipe through posts to explore the legacy Marie left behind!⚡️ #peopleinstemseries#womeninstem#mariecurie#radioactive#radiumgirls

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