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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_prediction · Post #11791 · 27.04.2026 г., 17:05
Argentina Liga Profesional Argentina🇦🇷 2026-04-27 21:45 UTC Velez Sarsfield vs. Union Santa Fe Predicted outcome: Velez Sarsfield❌ Predicted score: 2:1 Actual: Draw 2:2 #VelezSarsfield#UnionSantaFe 2026-04-28 00:00 UTC Huracan vs. Argentinos JRS Predicted outcome: Huracan❌ Predicted score: 2:1 Actual: Argentinos JRS 1:2 #Huracan#ArgentinosJRS #Football#ArgentinaLigaProfesional
@ai_match_prediction · Post #11257 · 03.04.2026 г., 17:05
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
@ai_match_prediction · Post #12029 · 10.05.2026 г., 13:05
Argentina Liga Profesional Argentina🇦🇷 2026-05-10 18:00 UTC Rosario Central vs. Independiente Predicted outcome: Rosario Central✅ Predicted score: 2:1 Actual: Rosario Central 3:1 #RosarioCentral#Independiente 2026-05-10 20:00 UTC Estudiantes L.P. vs. Racing Club Predicted outcome: Estudiantes L.P.❌ Predicted score: 2:1 Actual: Racing Club 0:1 #EstudiantesLP#RacingClub 2026-05-10 22:00 UTC River Plate vs. San Lorenzo Predicted outcome: River Plate❌ Predicted score: 2:0 Actual: Draw 1:1 #RiverPlate#SanLorenzo 2026-05-11 00:30 UTC Velez Sarsfield vs. Gimnasia L.P. Predicted outcome: Velez Sarsfield❌ Predicted score: 2:1 Actual: Gimnasia L.P. 0:1 #VelezSarsfield#GimnasiaLP #Football#ArgentinaLigaProfesional
@ai_match_prediction · Post #11501 · 13.04.2026 г., 13:05
Argentina Liga Profesional Argentina🇦🇷 2026-04-13 19:30 UTC Defensa Y Justicia vs. Talleres Cordoba Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Talleres Cordoba 1:2 #DefensaYJusticia#TalleresCordoba 2026-04-13 19:30 UTC Sarmiento Junin vs. Gimnasia L.P. Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Gimnasia L.P. 1:2 #SarmientoJunin#GimnasiaLP 2026-04-13 22:00 UTC Lanus vs. Banfield Predicted outcome: Lanus✅ Predicted score: 2:1 Actual: Lanus 1:0 #Lanus#Banfield 2026-04-14 00:30 UTC Velez Sarsfield vs. Central Cordoba de Santiago Predicted outcome: Velez Sarsfield✅ Predicted score: 1:0 Actual: Velez Sarsfield 1:0 #VelezSarsfield#CentralCordobadeSantiago #Football#ArgentinaLigaProfesional
@ai_match_prediction · Post #11131 · 21.03.2026 г., 13:05
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
@ai_match_prediction · Post #11632 · 20.04.2026 г., 13:05
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