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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 #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 #11679 · 23.04.2026 г., 09:05

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United-Arab-Emirates Pro League🇦🇪 2026-04-23 14:00 UTC Sharjah FC vs. Al Wahda FC Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Al Wahda FC 0:2 #SharjahFC#AlWahdaFC 2026-04-23 14:00 UTC Al-Ittihad Kalba vs. Baniyas SC Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Baniyas SC 1:2 #AlIttihadKalba#BaniyasSC 2026-04-23 16:45 UTC Al Bataeh vs. Al Ain Predicted outcome: Al Ain✅ Predicted score: 1:2 Actual: Al Ain 0:2 #AlBataeh#AlAin #Football#UAEProLeague

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#sharjahfc #alwahdafc #alittihadkalba #baniyassc #albataeh #alain #football #uaeproleague

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@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

AI match predictions

@ai_match_prediction · Post #12024 · 10.05.2026 г., 09:06

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United-Arab-Emirates Pro League🇦🇪 2026-05-10 15:25 UTC Al Ain vs. Al-Dhafra Predicted outcome: Al Ain✅ Predicted score: 3:0 Actual: Al Ain 5:0 #AlAin#AlDhafra 2026-05-10 15:25 UTC Dibba Al-Fujairah vs. Ajman Predicted outcome: Ajman✅ Predicted score: 1:2 Actual: Ajman 0:2 #DibbaAlFujairah#Ajman 2026-05-10 15:25 UTC Baniyas SC vs. Shabab Al Ahli Dubai Predicted outcome: Shabab Al Ahli Dubai❌ Predicted score: 1:3 Actual: Draw 2:2 #BaniyasSC#ShababAlAhliDubai 2026-05-10 15:25 UTC Al Bataeh vs. Sharjah FC Predicted outcome: Sharjah FC❌ Predicted score: 1:2 Actual: Draw 0:0 #AlBataeh#SharjahFC #Football#UAEProLeague

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#alain #aldhafra #dibbaalfujairah #ajman #baniyassc #shababalahlidubai #albataeh #sharjahfc #football #uaeproleague

AI match predictions

@ai_match_prediction · Post #11928 · 05.05.2026 г., 09:05

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United-Arab-Emirates Pro League🇦🇪 2026-05-05 14:05 UTC Ajman vs. Al-Jazira Predicted outcome: Al-Jazira❌ Predicted score: 1:2 Actual: Draw 1:1 #Ajman#AlJazira 2026-05-05 16:45 UTC Dibba Al-Fujairah vs. Al Bataeh Predicted outcome: Al Bataeh❌ Predicted score: 1:2 Actual: Dibba Al-Fujairah 2:1 #DibbaAlFujairah#AlBataeh 2026-05-05 16:45 UTC Al-Ittihad Kalba vs. Khorfakkan Predicted outcome: Khorfakkan❌ Predicted score: 1:2 Actual: Draw 0:0 #AlIttihadKalba#Khorfakkan 2026-05-05 16:45 UTC Baniyas SC vs. Al-Dhafra Predicted outcome: Baniyas SC❌ Predicted score: 2:1 Actual: Draw 2:2 #BaniyasSC#AlDhafra #Football#UAEProLeague

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#ajman #aljazira #dibbaalfujairah #albataeh #alittihadkalba #khorfakkan #baniyassc #aldhafra #football #uaeproleague