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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 #11931 · 05.05.2026 г., 13:05
Saudi-Arabia Pro League🇸🇦 2026-05-05 18:00 UTC Al Khaleej Saihat vs. Al-Hilal Saudi FC Predicted outcome: Al-Hilal Saudi FC✅ Predicted score: 1:3 Actual: Al-Hilal Saudi FC 1:2 #AlKhaleejSaihat#AlHilalSaudi #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11695 · 24.04.2026 г., 09:05
Saudi-Arabia Pro League🇸🇦 2026-04-24 15:45 UTC Al-Fateh vs. Al Khaleej Saihat Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Al-Fateh 1:0 #AlFateh#AlKhaleejSaihat 2026-04-24 16:10 UTC Al-Hazm vs. Al Riyadh Predicted outcome: Al-Hazm✅ Predicted score: 2:1 Actual: Al-Hazm 2:1 #AlHazm#AlRiyadh #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 #11986 · 09.05.2026 г., 09:06
Saudi-Arabia Pro League🇸🇦 2026-05-09 15:55 UTC Al Khaleej Saihat vs. Al-Ettifaq Predicted outcome: Al Khaleej Saihat❌ Predicted score: 2:1 Actual: Al-Ettifaq 0:5 #AlKhaleejSaihat#AlEttifaq 2026-05-09 16:15 UTC Al Najma vs. Al-Hazm Predicted outcome: Al Najma❌ Predicted score: 2:1 Actual: Draw 2:2 #AlNajma#AlHazm 2026-05-09 18:00 UTC Al-Fayha vs. Al-Qadisiyah FC Predicted outcome: Al-Qadisiyah FC✅ Predicted score: 1:2 Actual: Al-Qadisiyah FC 1:2 #AlFayha#AlQadisiyah #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11856 · 02.05.2026 г., 09:06
Saudi-Arabia Pro League🇸🇦 2026-05-02 15:50 UTC Al-Fateh vs. NEOM Predicted outcome: Al-Fateh❌ Predicted score: 2:1 Actual: Draw 2:2 #AlFateh#NEOM 2026-05-02 16:10 UTC Damac vs. Al Khaleej Saihat Predicted outcome: Damac❌ Predicted score: 2:1 Actual: Al Khaleej Saihat 0:2 #Damac#AlKhaleejSaihat 2026-05-02 18:00 UTC Al-Hazm vs. Al-Hilal Saudi FC Predicted outcome: Al-Hilal Saudi FC✅ Predicted score: 1:3 Actual: Al-Hilal Saudi FC 0:3 #AlHazm#AlHilalSaudi #Football#SaudiArabiaProLeague
@ai_match_prediction · Post #11797 · 28.04.2026 г., 09:05
Saudi-Arabia Pro League🇸🇦 2026-04-28 16:00 UTC Al Shabab vs. Al-Fateh Predicted outcome: Al Shabab❌ Predicted score: 2:1 Actual: Draw 1:1 #AlShabab#AlFateh 2026-04-28 16:45 UTC NEOM vs. Al-Hazm Predicted outcome: NEOM❌ Predicted score: 2:1 Actual: Draw 1:1 #NEOM#AlHazm 2026-04-28 18:00 UTC Al Khaleej Saihat vs. Al Najma Predicted outcome: Al Khaleej Saihat✅ Predicted score: 2:1 Actual: Al Khaleej Saihat 3:1 #AlKhaleejSaihat#AlNajma 2026-04-28 18:00 UTC Al-Hilal Saudi FC vs. Damac Predicted outcome: Al-Hilal Saudi FC✅ Predicted score: 2:1 Actual: Al-Hilal Saudi FC 1:0 #AlHilalSaudi#Damac #Football#SaudiArabiaProLeague