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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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Daily Political Press

@dailypolitical · Post #36 · 15.04.2026 г., 18:48

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The AI Memory Problem Nobody's Solving Every AI conversation starts from zero, creating a digital dementia crisis where your data is rented, not owned. While the tools for persistent memory exist, billion-dollar giants prefer selling subscriptions to walled gardens over giving you actual agency. We are trading long-term cognitive autonomy for convenient, forgetful interfaces. Read more: https://dailypoliticalpress.com/?p=46946 #AI#DataOwnership#TechCrisis#ArtificialIntelligence

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Joshua Reid | Redpills.tv

@realjoshuareid · Post #303 · 20.11.2025 г., 16:49

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🌐⚠️ GLOBAL INTERNET OUTAGE WARNING SOMETHING BIG IS HAPPENING ⚠️🌐 November 20, 2025 The internet is blinking across the world and experts say this may be the start of one of the largest global outages in recent years. 🚨 WHAT’S HAPPENING RIGHT NOW • Major platforms are lagging or going completely dark • Cloudflare — one of the biggest internet infrastructure providers — suffered a massive failure • Millions of users across multiple countries reported errors within minutes • Websites, apps, and even essential online services are showing instability • Some regions are seeing partial blackouts and slowdowns This isn’t just one website failing… This is the backbone of the internet glitching. 🔥 WHY PEOPLE ARE WORRIED When Cloudflare goes down, the internet goes with it: • Social media • AI tools • Banking portals • E-commerce • Streaming • Messaging apps • Business platforms Everything becomes vulnerable. ⚡️ IS A MAJOR OUTAGE COMING? Many experts say YES the signs are there. The internet has never been more interconnected… And that means when one piece breaks, the whole system feels it. 💬 STAY PREPARED: • Screenshot important info • Keep offline copies of documents • Download maps & essential contacts • Expect slowdowns, login errors, and random crashes • Don’t panic — stay informed 🌍 This story is still developing. If the global network weakens further, the next few hours could get rough. 🙏 Stay safe, stay connected… while you still can. ⚠️ AI-generated content for awareness and updates only. #InternetOutage#GlobalInternetCrisis#InternetDown#WorldwideOutage#BreakingNews#SystemFailure#TechCrisis#GlobalAlert#CyberInfrastructure#NetworkFailure#DigitalBlackout#TechEmergency#InternetGlitch#SystemsDown#StayPrepared#AIgenerated#CrisisUpdate#DigitalWorld#NetworkCrash

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