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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 #65174 · 11.04.2026 г., 16:11

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🚀 Melania Token Struggles Despite Media Coverage of White House Denial Melania Trump's recent denial of any connections to Jeffrey Epstein at the White House on April 9 did not positively impact the MELANIA token's market performance. According to NS3.AI, the token continued to trade at approximately $0.10, remaining about 99% below its peak of $13.70 in January 2025. Despite widespread media coverage of her remarks, CryptoSlate data indicates that the token experienced a decline of over 3% in the past 24 hours. Additionally, Melania Trump urged Congress to conduct public hearings for Epstein's victims. #MelaniaToken#JeffreyEpstein#WhiteHouse#Crypto#MarketPerformance#NS3AI#CryptoSlate#MelaniaTrump#PublicHearings#EpsteinVictims

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Crypto M - Crypto News

@CryptoM · Post #65035 · 10.04.2026 г., 15:05

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🚀 Bittensor Experiences Significant Market Value Loss Following Covenant AI Departure Bittensor's market value dropped by nearly $900 million after Covenant AI announced its departure from the network. According to NS3.AI, CryptoSlate data revealed that TAO, Bittensor's native token, fell 27% from $338 to $285 within approximately two hours before slightly recovering to $294. CoinGlass data indicated that the event led to $11 million in long liquidations. The split has highlighted a governance dispute between Covenant AI founder Sam Dare and Bittensor co-founder Jacob Steeves. #Bittensor#MarketValueLoss#CovenantAI#TAO#Crypto#NS3AI#CryptoSlate#CoinGlass#Liquidations#GovernanceDispute#SamDare#JacobSteeves

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