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Изворен канал @pythonotes · Post #402 · 22 дек.

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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 #11998 · 09.05.2026 г., 13:06

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Peru Primera División🇵🇪 2026-05-09 18:00 UTC UCV Moquegua vs. ADT Predicted outcome: UCV Moquegua❌ Predicted score: 2:1 Actual: Draw 2:2 #UCVMoquegua#ADT 2026-05-09 20:15 UTC Atletico Grau vs. Cienciano Predicted outcome: Cienciano✅ Predicted score: 1:2 Actual: Cienciano 1:2 #AtleticoGrau#Cienciano 2026-05-10 01:00 UTC Alianza Lima vs. Sporting Cristal Predicted outcome: Alianza Lima❌ Predicted score: 3:1 Actual: Draw 1:1 #AlianzaLima#SportingCristal #Football#PeruPrimeraDivisión

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#ucvmoquegua#adt#atleticograu#cienciano#alianzalima#sportingcristal#football#peruprimeradivisión
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@ai_match_prediction · Post #11299 · 04.04.2026 г., 13:05

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Peru Primera División🇵🇪 2026-04-04 18:15 UTC Deportivo Garcilaso vs. Sport Boys Predicted outcome: Deportivo Garcilaso✅ Predicted score: 1:0 Actual: Deportivo Garcilaso 3:2 #DeportivoGarcilaso#SportBoys 2026-04-04 20:30 UTC FBC Melgar vs. Cusco Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Cusco 1:3 #FBCMelgar#Cusco 2026-04-05 01:00 UTC Universitario vs. Alianza Lima Predicted outcome: Universitario✅ Predicted score: 1:0 Actual: Universitario 1:0 #Universitario#AlianzaLima #Football#PeruPrimeraDivisión

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#deportivogarcilaso#sportboys#fbcmelgar#cusco#universitario#alianzalima#football#peruprimeradivisión
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@ai_match_prediction · Post #11508 · 14.04.2026 г., 13:05

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Peru Primera División🇵🇪 2026-04-14 18:00 UTC UCV Moquegua vs. Juan Pablo II College Predicted outcome: UCV Moquegua✅ Predicted score: 2:1 Actual: UCV Moquegua 3:0 #UCVMoquegua#JuanPabloIICollege 2026-04-14 20:15 UTC ADT vs. Alianza Lima Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Alianza Lima 0:1 #ADT#AlianzaLima 2026-04-15 01:00 UTC Sport Boys vs. FBC Melgar Predicted outcome: Draw❌ Predicted score: 1:1 Actual: FBC Melgar 1:3 #SportBoys#FBCMelgar #Football#PeruPrimeraDivisión

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#ucvmoquegua#juanpabloiicollege#adt#alianzalima#sportboys#fbcmelgar#football#peruprimeradivisión
AI match predictions

@ai_match_prediction · Post #11762 · 26.04.2026 г., 09:08

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Peru Primera División🇵🇪 2026-04-26 16:00 UTC UTC Cajamarca vs. Cienciano Predicted outcome: Cienciano❌ Predicted score: 1:2 Actual: Draw 2:2 #UTCCajamarca#Cienciano 2026-04-26 18:15 UTC Cusco vs. Sport Huancayo Predicted outcome: Cusco✅ Predicted score: 2:1 Actual: Cusco 2:1 #Cusco#SportHuancayo 2026-04-26 20:30 UTC Atletico Grau vs. Alianza Lima Predicted outcome: Alianza Lima✅ Predicted score: 1:2 Actual: Alianza Lima 0:1 #AtleticoGrau#AlianzaLima 2026-04-26 23:00 UTC Universitario vs. Alianza Atletico Predicted outcome: Universitario❌ Predicted score: 2:0 Actual: Alianza Atletico 1:2 #Universitario#AlianzaAtletico #Football#PeruPrimeraDivisión

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#utccajamarca#cienciano#cusco#sporthuancayo#atleticograu#alianzalima#universitario#alianzaatletico#football#peruprimeradivisión
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@ai_match_prediction · Post #11126 · 21.03.2026 г., 09:06

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Peru Primera División🇵🇪 2026-03-21 16:00 UTC UCV Moquegua vs. Cusco Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Cusco 1:2 #UCVMoquegua#Cusco 2026-03-21 18:15 UTC Comerciantes Unidos vs. Universitario Predicted outcome: Universitario❌ Predicted score: 1:2 Actual: Draw 0:0 #ComerciantesUnidos#Universitario 2026-03-21 20:30 UTC Club Deportivo Los Chankas vs. Sporting Cristal Predicted outcome: Club Deportivo Los Chankas✅ Predicted score: 3:2 Actual: Club Deportivo Los Chankas 3:2 #ClubDeportivoLosChankas#SportingCristal 2026-03-21 23:30 UTC Alianza Lima vs. Juan Pablo II College Predicted outcome: Alianza Lima✅ Predicted score: 3:1 Actual: Alianza Lima 2:0 #AlianzaLima#JuanPabloIICollege #Football#PeruPrimeraDivisión

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#ucvmoquegua#cusco#comerciantesunidos#universitario#clubdeportivoloschankas#sportingcristal#alianzalima#juanpabloiicollege#football#peruprimeradivisión
AI match predictions

@ai_match_prediction · Post #11868 · 02.05.2026 г., 13:06

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Peru Primera División🇵🇪 2026-05-02 18:00 UTC FC Cajamarca vs. Sport Boys Predicted outcome: FC Cajamarca✅ Predicted score: 2:1 Actual: FC Cajamarca 3:2 #FCCajamarca#SportBoys 2026-05-02 20:15 UTC ADT vs. Atletico Grau Predicted outcome: ADT✅ Predicted score: 2:1 Actual: ADT 1:0 #ADT#AtleticoGrau 2026-05-02 22:30 UTC Cienciano vs. Comerciantes Unidos Predicted outcome: Cienciano✅ Predicted score: 2:1 Actual: Cienciano 1:0 #Cienciano#ComerciantesUnidos 2026-05-03 01:00 UTC Alianza Lima vs. UCV Moquegua Predicted outcome: Alianza Lima✅ Predicted score: 3:0 Actual: Alianza Lima 2:1 #AlianzaLima#UCVMoquegua #Football#PeruPrimeraDivisión

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#fccajamarca#sportboys#adt#atleticograu#cienciano#comerciantesunidos#alianzalima#ucvmoquegua#football#peruprimeradivisión
AI match predictions

@ai_match_prediction · Post #11578 · 18.04.2026 г., 13:06

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Peru Primera División🇵🇪 2026-04-18 18:00 UTC FC Cajamarca vs. ADT Predicted outcome: FC Cajamarca❌ Predicted score: 2:1 Actual: Draw 2:2 #FCCajamarca#ADT 2026-04-18 20:15 UTC Juan Pablo II College vs. Comerciantes Unidos Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 2:2 #JuanPabloIICollege#ComerciantesUnidos 2026-04-18 22:30 UTC Sport Huancayo vs. Deportivo Garcilaso Predicted outcome: Sport Huancayo✅ Predicted score: 2:1 Actual: Sport Huancayo 2:1 #SportHuancayo#DeportivoGarcilaso 2026-04-19 01:00 UTC Alianza Lima vs. Cusco Predicted outcome: Alianza Lima✅ Predicted score: 1:0 Actual: Alianza Lima 8:0 #AlianzaLima#Cusco #Football#PeruPrimeraDivisión

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#fccajamarca#adt#juanpabloiicollege#comerciantesunidos#sporthuancayo#deportivogarcilaso#alianzalima#cusco#football#peruprimeradivisión