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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 #11257 · 03.04.2026 г., 17:05

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Argentina Liga Profesional Argentina🇦🇷 2026-04-03 18:00 UTC Gimnasia M. vs. Velez Sarsfield Predicted outcome: Velez Sarsfield❌ Predicted score: 0:2 Actual: Gimnasia M. 3:2 #GimnasiaM#VelezSarsfield 2026-04-03 20:15 UTC Union Santa Fe vs. Deportivo Riestra Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Union Santa Fe 2:0 #UnionSantaFe#DeportivoRiestra 2026-04-03 22:30 UTC San Lorenzo vs. Estudiantes L.P. Predicted outcome: Draw❌ Predicted score: 1:1 Actual: San Lorenzo 1:0 #SanLorenzo#EstudiantesLP #Football#ArgentinaLigaProfesional

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#gimnasiam #velezsarsfield #unionsantafe #deportivoriestra #sanlorenzo #estudianteslp #football #argentinaligaprofesional

AI match predictions

@ai_match_prediction · Post #11768 · 26.04.2026 г., 13:05

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Argentina Liga Profesional Argentina🇦🇷 2026-04-26 18:00 UTC Independ. Rivadavia vs. Gimnasia M. Predicted outcome: Independ. Rivadavia✅ Predicted score: 2:1 Actual: Independ. Rivadavia 5:1 #IndependienteRivadavia#GimnasiaM 2026-04-26 20:30 UTC Belgrano Cordoba vs. Gimnasia L.P. Predicted outcome: Belgrano Cordoba❌ Predicted score: 2:1 Actual: Gimnasia L.P. 0:1 #BelgranoCordoba#GimnasiaLP 2026-04-26 20:30 UTC Newells Old Boys vs. Instituto Cordoba Predicted outcome: Instituto Cordoba❌ Predicted score: 1:2 Actual: Draw 1:1 #NewellsOldBoys#InstitutoCordoba 2026-04-26 23:00 UTC Atletico Tucuman vs. Banfield Predicted outcome: Atletico Tucuman❌ Predicted score: 2:1 Actual: Draw 1:1 #AtleticoTucuman#Banfield #Football#ArgentinaLigaProfesional

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#independienterivadavia #gimnasiam #belgranocordoba #gimnasialp #newellsoldboys #institutocordoba #atleticotucuman #banfield #football #argentinaligaprofesional

AI match predictions

@ai_match_prediction · Post #11478 · 12.04.2026 г., 13:05

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Argentina Liga Profesional Argentina🇦🇷 2026-04-12 18:00 UTC Newells Old Boys vs. San Lorenzo Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #NewellsOldBoys#SanLorenzo 2026-04-12 18:00 UTC Platense vs. Gimnasia M. Predicted outcome: Platense❌ Predicted score: 1:0 Actual: Draw 1:1 #Platense#GimnasiaM 2026-04-12 20:30 UTC Atletico Tucuman vs. Tigre Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #AtleticoTucuman#Tigre 2026-04-12 20:30 UTC Huracan vs. Rosario Central Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Huracan 3:1 #Huracan#RosarioCentral 2026-04-12 23:00 UTC Racing Club vs. River Plate Predicted outcome: Draw❌ Predicted score: 1:1 Actual: River Plate 0:2 #RacingClub#RiverPlate #Football#ArgentinaLigaProfesional

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#newellsoldboys #sanlorenzo #platense #gimnasiam #atleticotucuman #tigre #huracan #rosariocentral #racingclub #riverplate #football #argentinaligaprofesional

AI match predictions

@ai_match_prediction · Post #11131 · 21.03.2026 г., 13:05

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Argentina Liga Profesional Argentina🇦🇷 2026-03-21 18:30 UTC Velez Sarsfield vs. Lanus Predicted outcome: Velez Sarsfield❌ Predicted score: 1:0 Actual: Lanus 0:1 #VelezSarsfield#Lanus 2026-03-21 20:45 UTC Defensa Y Justicia vs. Union Santa Fe Predicted outcome: Union Santa Fe❌ Predicted score: 1:2 Actual: Defensa Y Justicia 2:0 #DefensaYJusticia#UnionSantaFe 2026-03-21 20:45 UTC Newells Old Boys vs. Gimnasia M. Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Newells Old Boys 1:0 #NewellsOldBoys#GimnasiaM 2026-03-21 23:00 UTC Independiente vs. Talleres Cordoba Predicted outcome: Independiente❌ Predicted score: 2:1 Actual: Talleres Cordoba 1:2 #Independiente#TalleresCordoba 2026-03-22 01:15 UTC Belgrano Cordoba vs. Racing Club Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Racing Club 1:2 #BelgranoCordoba#RacingClub #Football#ArgentinaLigaProfesional

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#velezsarsfield #lanus #defensayjusticia #unionsantafe #newellsoldboys #gimnasiam #independiente #tallerescordoba #belgranocordoba #racingclub #football #argentinaligaprofesional

AI match predictions

@ai_match_prediction · Post #11632 · 20.04.2026 г., 13:05

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Argentina Liga Profesional Argentina🇦🇷 2026-04-20 18:00 UTC Barracas Central vs. Belgrano Cordoba Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #BarracasCentral#BelgranoCordoba 2026-04-20 20:15 UTC Banfield vs. Independ. Rivadavia Predicted outcome: Independ. Rivadavia❌ Predicted score: 1:2 Actual: Draw 0:0 #Banfield#IndependienteRivadavia 2026-04-20 20:15 UTC Central Cordoba de Santiago vs. Platense Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Central Cordoba de Santiago 4:3 #CentralCordobadeSantiago#Platense 2026-04-20 22:30 UTC San Lorenzo vs. Velez Sarsfield Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #SanLorenzo#VelezSarsfield 2026-04-21 00:45 UTC Tigre vs. Huracan Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Tigre#Huracan 2026-04-21 00:45 UTC Gimnasia M. vs. Lanus Predicted outcome: Lanus❌ Predicted score: 1:2 Actual: Gimnasia M. 1:0 #GimnasiaM#Lanus #Football#ArgentinaLigaProfesional

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#barracascentral #belgranocordoba #banfield #independienterivadavia #centralcordobadesantiago #platense #sanlorenzo #velezsarsfield #tigre #huracan #gimnasiam #lanus #football #argentinaligaprofesional