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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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Amazing Geography 🌍

@amazingeo · Post #669 · 22.03.2026 г., 20:31

🌍 Water molecules in the ocean today could have once traveled through glaciers, rivers, or clouds—completing a global journey called the water cycle that never truly ends. ✨ #hydrology⚡#watercycle⚡#earth⚡#geography⚡#nature 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #134 · 28.08.2025 г., 20:12

🌍 Some of the water we drink today has cycled through dinosaurs and ancient forests. Water molecules can take thousands of years to complete a single journey through the global water cycle. ✨ #hydrology⚡#watercycle⚡#earth⚡#geography⚡#nature 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #627 · 12.02.2026 г., 12:31

🌍 Water in the atmosphere is always on the move—at any moment, only about 0.001% of Earth’s water is in the air as vapor, yet this tiny fraction drives all rain, snow, and weather worldwide. ✨ #hydrology⚡#watercycle⚡#atmosphere⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #327 · 03.10.2025 г., 15:31

🌍 Water vapor in the air isn’t just invisible—it’s crucial for moving energy around the planet. When vapor condenses into clouds, it releases heat that drives weather systems worldwide. ✨ #hydrology⚡#atmosphere⚡#watercycle⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #246 · 16.09.2025 г., 09:12

🌍 About 90% of the water exchanged in the global water cycle happens over the oceans, not land. Yet this invisible ocean-to-sky movement powers most of the world’s rainfall. ✨ #hydrology⚡#watercycle⚡#oceans⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #709 · 12.05.2026 г., 20:31

🌍 Some Antarctic lakes stay liquid under thick ice all year, kept warm by geothermal heat from below. These hidden waters host unique microbes adapted to extreme, sunless conditions. ✨ #hydrology⚡#antarctica⚡#watercycle⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #172 · 04.09.2025 г., 03:12

🌍 Just 0.001% of all water on Earth is found in rivers, lakes, and the atmosphere. The vast majority is locked away in ice sheets, glaciers, or underground where we rarely see it. ✨ #hydrology⚡#watercycle⚡#freshwater⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #94 · 22.08.2025 г., 09:12

🌍 The water cycle, or hydrologic cycle, constantly moves water through evaporation, condensation, and precipitation, powering rivers, forming clouds, and shaping climates worldwide. ✨ #watercycle⚡#evaporation⚡#precipitation⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍