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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 #64763 · 09.04.2026 г., 20:15

🚀 Ether Rises Over 6% as Undervaluation Signals Potential Retest of Higher Levels Ether experienced a 6.33% increase, surpassing $2,150, with indicators suggesting a potential retest of the $2,400–$2,500 range. According to NS3.AI, the Capriole Macro Index Oscillator registered a reading of -2.42, indicating that Ether is in a rare undervaluation zone. This development has sparked interest among investors, who are closely monitoring the cryptocurrency for further movements. #Ether#Crypto#Ethereum#Undervaluation#PriceIncrease#Investment#CryptoTrading#NS3AI#ETH

Crypto M - Crypto News

@CryptoM · Post #64918 · 10.04.2026 г., 09:28

🚀 Goldman Sachs Highlights Undervaluation in Global IT Sector Goldman Sachs has identified the global IT sector as undervalued following a significant decline in its valuation premium. According to NS3.AI, analysts at Goldman Sachs noted that the sector is currently trading at a lower price-to-earnings ratio compared to consumer discretionary, consumer staples, and industrials. They also pointed out that earnings revisions in the tech sector are more robust than in other sectors. However, they cautioned that tighter credit conditions or reduced revenue from hyperscalers could impact the sector's spending returns. #GoldmanSachs#ITsector#undervaluation#valuation#techsector#earningsrevisions#creditconditions#hyperscalers#consumerdiscretionary#consumerstaples#industrials