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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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@ai_match_prediction · Post #11950 · 07.05.2026 г., 13:05
Saudi-Arabia Pro League🇸🇦 2026-05-07 18:00 UTC Al Shabab vs. Al-Nassr Predicted outcome: Al-Nassr✅ Predicted score: 1:3 Actual: Al-Nassr 2:4 #AlShabab#AlNassr #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11518 · 15.04.2026 г., 13:05
Saudi-Arabia Pro League🇸🇦 2026-04-15 18:00 UTC Al-Nassr vs. Al-Ettifaq Predicted outcome: Al-Nassr✅ Predicted score: 3:1 Actual: Al-Nassr 1:0 #AlNassr#AlEttifaq #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11663 · 22.04.2026 г., 09:06
AFC Champions League Two🌏 2026-04-22 16:00 UTC Al-Nassr vs. Al Ahli Doha Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Al-Nassr 5:1 #AlNassr#AlAhliDoha #Football#AFCChampionsLeague
@ai_match_prediction · Post #12060 · 12.05.2026 г., 09:05
Saudi-Arabia Pro League🇸🇦 2026-05-12 16:20 UTC Al Kholood vs. Al Okhdood Predicted outcome: Al Kholood❌ Predicted score: 2:1 Actual: Draw 0:0 #AlKholood#AlOkhdood 2026-05-12 18:00 UTC Al-Nassr vs. Al-Hilal Saudi FC Predicted outcome: Al-Hilal Saudi FC❌ Predicted score: 1:2 Actual: Draw 1:1 #AlNassr#AlHilalSaudi #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11611 · 19.04.2026 г., 09:06
AFC Champions League Two🌏 2026-04-19 14:00 UTC Al-Wasl FC vs. Al-Nassr Predicted outcome: Al-Nassr✅ Predicted score: 1:2 Actual: Al-Nassr 0:4 #AlWaslFC#AlNassr 2026-04-19 19:00 UTC Al Ahli Doha vs. Al Hussein Predicted outcome: Al Ahli Doha✅ Predicted score: 2:1 Actual: Al Ahli Doha 3:1 #AlAhliDoha#AlHussein #Football#AFCChampionsLeague
@ai_match_prediction · Post #11807 · 29.04.2026 г., 09:05
Saudi-Arabia Pro League🇸🇦 2026-04-29 16:00 UTC Al Riyadh vs. Al-Qadisiyah FC Predicted outcome: Al-Qadisiyah FC✅ Predicted score: 1:2 Actual: Al-Qadisiyah FC 0:4 #AlRiyadh#AlQadisiyah 2026-04-29 16:10 UTC Al Taawon vs. Al-Ittihad FC Predicted outcome: Al Taawon❌ Predicted score: 2:1 Actual: Al-Ittihad FC 0:2 #AlTaawon#AlIttihad 2026-04-29 18:00 UTC Al-Nassr vs. Al-Ahli Jeddah Predicted outcome: Al-Nassr✅ Predicted score: 2:1 Actual: Al-Nassr 2:0 #AlNassr#AlAhliJeddah #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11892 · 03.05.2026 г., 09:05
Saudi-Arabia Pro League🇸🇦 2026-05-03 16:00 UTC Al Shabab vs. Al Taawon Predicted outcome: Al Taawon✅ Predicted score: 2:3 Actual: Al Taawon 1:5 #AlShabab#AlTaawon 2026-05-03 18:00 UTC Al-Ahli Jeddah vs. Al Okhdood Predicted outcome: Al-Ahli Jeddah✅ Predicted score: 4:0 Actual: Al-Ahli Jeddah 4:0 #AlAhliJeddah#AlOkhdood 2026-05-03 18:00 UTC Al-Qadisiyah FC vs. Al-Nassr Predicted outcome: Al-Nassr❌ Predicted score: 1:2 Actual: Al-Qadisiyah FC 3:1 #AlQadisiyah#AlNassr #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11251 · 03.04.2026 г., 09:05
Saudi-Arabia Pro League🇸🇦 2026-04-03 16:00 UTC Al Kholood vs. Al Khaleej Saihat Predicted outcome: Al Khaleej Saihat❌ Predicted score: 1:2 Actual: Draw 2:2 #AlKholood#AlKhaleejSaihat 2026-04-03 16:15 UTC Al-Ittihad FC vs. Al-Hazm Predicted outcome: Al-Ittihad FC✅ Predicted score: 2:1 Actual: Al-Ittihad FC 1:0 #AlIttihad#AlHazm 2026-04-03 18:00 UTC Al-Nassr vs. Al Najma Predicted outcome: Al-Nassr✅ Predicted score: 4:0 Actual: Al-Nassr 5:2 #AlNassr#AlNajma #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11435 · 11.04.2026 г., 09:06
Saudi-Arabia Pro League🇸🇦 2026-04-11 16:00 UTC Al Taawon vs. Al Kholood Predicted outcome: Al Taawon❌ Predicted score: 2:1 Actual: Al Kholood 1:2 #AlTaawon#AlKholood 2026-04-11 16:00 UTC Al Najma vs. NEOM Predicted outcome: NEOM❌ Predicted score: 1:2 Actual: Al Najma 2:1 #AlNajma#NEOM 2026-04-11 16:05 UTC Al-Hazm vs. Al-Fayha Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Al-Hazm 2:0 #AlHazm#AlFayha 2026-04-11 18:00 UTC Al Okhdood vs. Al-Nassr Predicted outcome: Al-Nassr✅ Predicted score: 1:4 Actual: Al-Nassr 0:2 #AlOkhdood#AlNassr #Football#SaudiArabiaProLeague