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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 predictions

@ai_match_prediction · Post #11940 · 06.05.2026 г., 09:05

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United-Arab-Emirates Pro League🇦🇪 2026-05-06 14:05 UTC Al Wahda FC vs. Al-Wasl FC Predicted outcome: Al Wahda FC❌ Predicted score: 2:1 Actual: Al-Wasl FC 2:3 #AlWahdaFC#AlWaslFC 2026-05-06 16:45 UTC Shabab Al Ahli Dubai vs. Al Nasr Predicted outcome: Shabab Al Ahli Dubai✅ Predicted score: 3:1 Actual: Shabab Al Ahli Dubai 2:1 #ShababAlAhliDubai#AlNasr 2026-05-06 16:45 UTC Sharjah FC vs. Al Ain Predicted outcome: Al Ain✅ Predicted score: 1:3 Actual: Al Ain 0:5 #SharjahFC#AlAin #Football#UAEProLeague

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#alwahdafc #alwaslfc #shababalahlidubai #alnasr #sharjahfc #alain #football #uaeproleague

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@ai_match_prediction · Post #12101 · 15.05.2026 г., 09:05

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United-Arab-Emirates Pro League🇦🇪 2026-05-15 14:10 UTC Sharjah FC vs. Khorfakkan Predicted outcome: Khorfakkan❌ Predicted score: 1:2 Actual: Sharjah FC 3:1 #SharjahFC#Khorfakkan 2026-05-15 14:10 UTC Ajman vs. Al Nasr Predicted outcome: Al Nasr❌ Predicted score: 1:2 Actual: Draw 2:2 #Ajman#AlNasr 2026-05-15 16:45 UTC Al-Wasl FC vs. Al-Ittihad Kalba Predicted outcome: Al-Wasl FC✅ Predicted score: 2:1 Actual: Al-Wasl FC 2:1 #AlWaslFC#AlIttihadKalba #Football#UAEProLeague

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#sharjahfc #khorfakkan #ajman #alnasr #alwaslfc #alittihadkalba #football #uaeproleague

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@ai_match_prediction · Post #12044 · 11.05.2026 г., 09:05

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United-Arab-Emirates Pro League🇦🇪 2026-05-11 14:10 UTC Al Nasr vs. Al-Ittihad Kalba Predicted outcome: Al Nasr✅ Predicted score: 2:1 Actual: Al Nasr 2:1 #AlNasr#AlIttihadKalba 2026-05-11 16:45 UTC Al-Jazira vs. Al-Wasl FC Predicted outcome: Al-Jazira❌ Predicted score: 2:1 Actual: Al-Wasl FC 1:2 #AlJazira#AlWaslFC 2026-05-11 16:45 UTC Khorfakkan vs. Al Wahda FC Predicted outcome: Al Wahda FC❌ Predicted score: 1:2 Actual: Draw 1:1 #Khorfakkan#AlWahdaFC #Football#UAEProLeague

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#alnasr #alittihadkalba #aljazira #alwaslfc #khorfakkan #alwahdafc #football #uaeproleague

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@ai_match_prediction · Post #11289 · 04.04.2026 г., 09:06

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United-Arab-Emirates Pro League🇦🇪 2026-04-04 13:50 UTC Al Bataeh vs. Al-Ittihad Kalba Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 2:2 #AlBataeh#AlIttihadKalba 2026-04-04 13:50 UTC Al Nasr vs. Al Wahda FC Predicted outcome: Al Wahda FC❌ Predicted score: 0:1 Actual: Draw 2:2 #AlNasr#AlWahdaFC 2026-04-04 16:30 UTC Shabab Al Ahli Dubai vs. Al-Jazira Predicted outcome: Shabab Al Ahli Dubai✅ Predicted score: 2:1 Actual: Shabab Al Ahli Dubai 2:1 #ShababAlAhliDubai#AlJazira #Football#UAEProLeague

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#albataeh #alittihadkalba #alnasr #alwahdafc #shababalahlidubai #aljazira #football #uaeproleague

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@ai_match_prediction · Post #11696 · 24.04.2026 г., 09:05

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United-Arab-Emirates Pro League🇦🇪 2026-04-24 14:00 UTC Al-Wasl FC vs. Dibba Al-Fujairah Predicted outcome: Al-Wasl FC✅ Predicted score: 2:1 Actual: Al-Wasl FC 4:2 #AlWaslFC#DibbaAlFujairah 2026-04-24 14:00 UTC Al-Dhafra vs. Ajman Predicted outcome: Ajman✅ Predicted score: 1:2 Actual: Ajman 0:1 #AlDhafra#Ajman 2026-04-24 16:45 UTC Al Nasr vs. Al-Jazira Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Al Nasr 3:2 #AlNasr#AlJazira #Football#UAEProLeague

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#alwaslfc #dibbaalfujairah #aldhafra #ajman #alnasr #aljazira #football #uaeproleague

AI match predictions

@ai_match_prediction · Post #11437 · 11.04.2026 г., 09:06

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United-Arab-Emirates Pro League🇦🇪 2026-04-11 13:55 UTC Al-Jazira vs. Dibba Al-Fujairah Predicted outcome: Al-Jazira✅ Predicted score: 3:0 Actual: Al-Jazira 4:3 #AlJazira#DibbaAlFujairah 2026-04-11 13:55 UTC Al-Dhafra vs. Al Nasr Predicted outcome: Al Nasr✅ Predicted score: 1:2 Actual: Al Nasr 0:1 #AlDhafra#AlNasr 2026-04-11 16:30 UTC Ajman vs. Al-Wasl FC Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Al-Wasl FC 1:3 #Ajman#AlWaslFC 2026-04-11 16:30 UTC Khorfakkan vs. Al Bataeh Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 1:1 #Khorfakkan#AlBataeh #Football#UAEProLeague

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#aljazira #dibbaalfujairah #aldhafra #alnasr #ajman #alwaslfc #khorfakkan #albataeh #football #uaeproleague