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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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Crypto M - Crypto News

@CryptoM · Post #64453 · 09.04.2026 г., 00:55

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🚀 CZ to Donate All Proceeds From Freedom of Money to Nonprofits, Keeps Nothing From Book Sales Speaking on The Wolf of All Streets Podcast, Binance co-founder Changpeng Zhao (CZ) said he is donating the entirety of proceeds from his memoir Freedom of Money to nonprofit organizations, retaining nothing from book sales. Priced at $9.99 on Amazon, CZ said he originally considered releasing the book as a free PDF but concluded that selling through Amazon and donating proceeds to charitable causes would be more impactful; the Amazon distribution model also enables physical copies. CZ said his post-prison focus includes advising country leaders on crypto regulatory frameworks — noting that all his personal assets are held in crypto, aligning his interests with the broader industry. He also cited Giggle Academy, his nonprofit education platform, as a source of personal satisfaction: the platform is reaching 240,000 students at no cost, operated by a team of approximately 50 people over roughly one and a half to two years. #Binance#CZ#Crypto#Charity#Nonprofit#BookDonation#FreedomOfMoney#Education#GiggleAcademy#Philanthropy#BNB

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