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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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@mustangdebb · Post #47913 · 10.05.2026 г., 18:57

https://x.com/zachqfish/status/2053461293190062283?s=52 🙏 Why We Cannot See Creator Sometimes people ask, “Why can’t we see Creator?” It’s a beautiful question, and one that has echoed through humanity since the beginning of time. Maybe the answer is simpler than we think. A child in the womb cannot see its mother. It cannot comprehend the world beyond the walls that surround it. It does not know who is feeding it, protecting it, or sustaining every breath and heartbeat. And yet, the mother is there the entire time... loving, nourishing, and holding that child in perfect care. The child may not understand the mother, but the mother understands the child completely. In many ways, we are no different. We live inside a vast and mysterious universe, surrounded by intelligence, beauty, and order far beyond what our minds can fully grasp. We may not be able to see Creator with our physical eyes, but we can witness the fingerprints of Creator everywhere... in the rhythm of our hearts, the precision of nature, the power of love, and the quiet inner knowing that reminds us we are never alone. Perhaps this life is a sacred womb. A place where our souls are growing, learning, and preparing for a greater birth into a reality we cannot yet imagine. And just like the child in the womb, we may not fully understand what holds us. But we are held. We are guided. We are loved beyond measure. One day, when the veil lifts and our awareness expands, we may realize that what we were searching for was never separate from us. Creator was not hidden. Creator was carrying us all along. ZF 🔥 #Creator#Faith#SpiritualAwakening#TheWayOfBeing#DivinePresence#Awakening#Consciousness#NewEarth#TrustTheJourney#ZF🔥