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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 #11242 · 02.04.2026 г., 13:05

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Argentina Liga Profesional Argentina🇦🇷 2026-04-02 18:00 UTC Barracas Central vs. Sarmiento Junin Predicted outcome: Barracas Central❌ Predicted score: 1:0 Actual: Sarmiento Junin 1:2 #BarracasCentral#SarmientoJunin 2026-04-02 20:30 UTC Tigre vs. Independ. Rivadavia Predicted outcome: Tigre❌ Predicted score: 2:1 Actual: Independ. Rivadavia 0:2 #Tigre#IndependienteRivadavia 2026-04-02 23:30 UTC Talleres Cordoba vs. Boca Juniors Predicted outcome: Boca Juniors✅ Predicted score: 1:2 Actual: Boca Juniors 0:1 #TalleresCordoba#BocaJuniors #Football#ArgentinaLigaProfesional

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#barracascentral #sarmientojunin #tigre #independienterivadavia #tallerescordoba #bocajuniors #football #argentinaligaprofesional

AI match predictions

@ai_match_prediction · Post #11738 · 25.04.2026 г., 13:05

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Argentina Liga Profesional Argentina🇦🇷 2026-04-25 20:00 UTC Estudiantes L.P. vs. Talleres Cordoba Predicted outcome: Estudiantes L.P.❌ Predicted score: 1:0 Actual: Draw 0:0 #EstudiantesLP#TalleresCordoba 2026-04-25 22:15 UTC Sarmiento Junin vs. Tigre Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Sarmiento Junin 1:0 #SarmientoJunin#Tigre 2026-04-26 00:30 UTC River Plate vs. Aldosivi Predicted outcome: River Plate✅ Predicted score: 2:0 Actual: River Plate 3:1 #RiverPlate#Aldosivi #Football#ArgentinaLigaProfesional

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#estudianteslp #tallerescordoba #sarmientojunin #tigre #riverplate #aldosivi #football #argentinaligaprofesional

AI match predictions

@ai_match_prediction · Post #11820 · 30.04.2026 г., 17:05

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CONMEBOL Sudamericana🌎 2026-04-30 22:00 UTC Vasco DA Gama vs. Olimpia Predicted outcome: Vasco DA Gama✅ Predicted score: 2:1 Actual: Vasco DA Gama 3:0 #VascoDAGama#Olimpia 2026-04-30 22:00 UTC Carabobo FC vs. Blooming Predicted outcome: Carabobo FC✅ Predicted score: 2:1 Actual: Carabobo FC 2:0 #CaraboboFC#Blooming 2026-05-01 00:00 UTC Tigre vs. America de Cali Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Tigre 2:0 #Tigre#AmericadeCali 2026-05-01 00:30 UTC RB Bragantino vs. River Plate Predicted outcome: Draw❌ Predicted score: 1:1 Actual: River Plate 0:1 #RBBragantino#RiverPlate 2026-05-01 02:00 UTC Alianza Atletico vs. Macara Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Macara 0:2 #AlianzaAtletico#Macara #Football#CopaSudamericana

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#vascodagama #olimpia #carabobofc #blooming #tigre #americadecali #rbbragantino #riverplate #alianzaatletico #macara #football #copasudamericana

AI match predictions

@ai_match_prediction · Post #11529 · 16.04.2026 г., 17:05

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CONMEBOL Sudamericana🌎 2026-04-16 22:00 UTC Tigre vs. Macara Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Macara 0:1 #Tigre#Macara 2026-04-16 22:00 UTC Atletico-MG vs. Juventud Predicted outcome: Atletico-MG✅ Predicted score: 2:1 Actual: Atletico-MG 2:1 #AtleticoMG#Juventud 2026-04-17 00:30 UTC San Lorenzo vs. Deportivo Cuenca Predicted outcome: Deportivo Cuenca❌ Predicted score: 0:1 Actual: San Lorenzo 2:0 #SanLorenzo#DeportivoCuenca 2026-04-17 00:30 UTC RB Bragantino vs. Blooming Predicted outcome: Blooming❌ Predicted score: 0:1 Actual: RB Bragantino 3:2 #RBBragantino#Blooming 2026-04-17 02:00 UTC Cienciano vs. Puerto Cabello Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Cienciano 2:0 #Cienciano#PuertoCabello #Football#CopaSudamericana

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#tigre #macara #atleticomg #juventud #sanlorenzo #deportivocuenca #rbbragantino #blooming #cienciano #puertocabello #football #copasudamericana

AI match predictions

@ai_match_prediction · Post #11366 · 07.04.2026 г., 17:05

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CONMEBOL Sudamericana🌎 2026-04-07 22:00 UTC Barracas Central vs. Vasco DA Gama Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #BarracasCentral#VascoDAGama 2026-04-07 22:00 UTC Independiente Petrolero vs. Racing Club Predicted outcome: Racing Club✅ Predicted score: 1:3 Actual: Racing Club 1:3 #IndependientePetrolero#RacingClub 2026-04-08 00:00 UTC O'Higgins vs. Millonarios Predicted outcome: Millonarios❌ Predicted score: 1:3 Actual: O'Higgins 2:0 #OHiggins#Millonarios 2026-04-08 00:30 UTC Boston River vs. Sao Paulo Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Sao Paulo 0:1 #BostonRiver#SaoPaulo 2026-04-08 02:00 UTC Alianza Atletico vs. Tigre Predicted outcome: Tigre❌ Predicted score: 1:2 Actual: Draw 1:1 #AlianzaAtletico#Tigre #Football#CopaSudamericana

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#barracascentral #vascodagama #independientepetrolero #racingclub #ohiggins #millonarios #bostonriver #saopaulo #alianzaatletico #tigre #football #copasudamericana

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 #11945 · 06.05.2026 г., 17:05

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CONMEBOL Sudamericana🌎 2026-05-06 22:00 UTC A. Italiano vs. Vasco DA Gama Predicted outcome: Vasco DA Gama✅ Predicted score: 1:2 Actual: Vasco DA Gama 1:2 #AItaliano#VascoDAGama 2026-05-06 22:00 UTC Atletico Torque vs. Palestino Predicted outcome: Atletico Torque✅ Predicted score: 2:1 Actual: Atletico Torque 1:0 #AtleticoTorque#Palestino 2026-05-07 00:00 UTC Macara vs. Tigre Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 2:2 #Macara#Tigre 2026-05-07 00:00 UTC Barracas Central vs. Olimpia Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Olimpia 1:2 #BarracasCentral#Olimpia 2026-05-07 00:30 UTC Botafogo vs. Racing Club Predicted outcome: Botafogo✅ Predicted score: 3:2 Actual: Botafogo 2:1 #Botafogo#RacingClub 2026-05-07 02:00 UTC Alianza Atletico vs. America de Cali Predicted outcome: Alianza Atletico❌ Predicted score: 2:1 Actual: America de Cali 0:2 #AlianzaAtletico#AmericadeCali #Football#CopaSudamericana

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#aitaliano #vascodagama #atleticotorque #palestino #macara #tigre #barracascentral #olimpia #botafogo #racingclub #alianzaatletico #americadecali #football #copasudamericana

AI match predictions

@ai_match_prediction · Post #11893 · 03.05.2026 г., 09:05

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Argentina Liga Profesional Argentina🇦🇷 2026-05-03 16:30 UTC Aldosivi vs. Independ. Rivadavia Predicted outcome: Independ. Rivadavia❌ Predicted score: 1:2 Actual: Draw 1:1 #Aldosivi#IndependienteRivadavia 2026-05-03 19:00 UTC Belgrano Cordoba vs. Sarmiento Junin Predicted outcome: Belgrano Cordoba✅ Predicted score: 2:1 Actual: Belgrano Cordoba 4:0 #BelgranoCordoba#SarmientoJunin 2026-05-03 19:00 UTC Gimnasia L.P. vs. Argentinos JRS Predicted outcome: Argentinos JRS❌ Predicted score: 1:2 Actual: Gimnasia L.P. 2:0 #GimnasiaLP#ArgentinosJRS 2026-05-03 19:00 UTC Racing Club vs. Huracan Predicted outcome: Racing Club❌ Predicted score: 2:1 Actual: Draw 0:0 #RacingClub#Huracan 2026-05-03 19:00 UTC Rosario Central vs. Tigre Predicted outcome: Rosario Central❌ Predicted score: 2:1 Actual: Draw 1:1 #RosarioCentral#Tigre 2026-05-03 21:30 UTC River Plate vs. Atletico Tucuman Predicted outcome: River Plate❌ Predicted score: 3:1 Actual: Atletico Tucuman 0:1 #RiverPlate#AtleticoTucuman #Football#ArgentinaLigaProfesional

Hashtags

#aldosivi #independienterivadavia #belgranocordoba #sarmientojunin #gimnasialp #argentinosjrs #racingclub #huracan #rosariocentral #tigre #riverplate #atleticotucuman #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