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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 #11415 · 10.04.2026 г., 17:06
Ecuador Liga Pro🇪🇨 2026-04-11 00:00 UTC Delfin SC vs. LDU de Quito Predicted outcome: LDU de Quito❌ Predicted score: 1:2 Actual: Delfin SC 1:0 #DelfinSC#LDUdeQuito 2026-04-11 00:00 UTC Barcelona SC vs. Leones del Norte Predicted outcome: Barcelona SC✅ Predicted score: 1:0 Actual: Barcelona SC 2:1 #BarcelonaSC#LeonesdelNorte #Football#EcuadorLigaPro
@ai_match_prediction · Post #11794 · 27.04.2026 г., 17:05
Ecuador Liga Pro🇪🇨 2026-04-27 21:30 UTC Manta FC vs. Universidad Catolica Predicted outcome: Universidad Catolica❌ Predicted score: 1:2 Actual: Manta FC 1:0 #MantaFC#UniversidadCatolica 2026-04-28 00:00 UTC Aucas vs. Delfin SC Predicted outcome: Aucas✅ Predicted score: 1:0 Actual: Aucas 1:0 #Aucas#DelfinSC #Football#EcuadorLigaPro
@ai_match_prediction · Post #11133 · 21.03.2026 г., 13:05
Ecuador Liga Pro🇪🇨 2026-03-21 19:00 UTC Delfin SC vs. Libertad Predicted outcome: Libertad❌ Predicted score: 0:1 Actual: Draw 0:0 #DelfinSC#Libertad 2026-03-21 21:30 UTC Deportivo Cuenca vs. Macara Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #DeportivoCuenca#Macara 2026-03-22 00:00 UTC LDU de Quito vs. Manta FC Predicted outcome: LDU de Quito✅ Predicted score: 2:1 Actual: LDU de Quito 1:0 #LDUdeQuito#MantaFC #Football#EcuadorLigaPro
@ai_match_prediction · Post #11900 · 03.05.2026 г., 13:05
Ecuador Liga Pro🇪🇨 2026-05-03 18:00 UTC Macara vs. Orense SC Predicted outcome: Macara❌ Predicted score: 2:1 Actual: Orense SC 1:2 #Macara#OrenseSC 2026-05-03 20:30 UTC Delfin SC vs. Mushuc Runa SC Predicted outcome: Mushuc Runa SC❌ Predicted score: 1:2 Actual: Delfin SC 1:0 #DelfinSC#MushucRunaSC 2026-05-03 22:00 UTC Leones del Norte vs. Emelec Predicted outcome: Leones del Norte✅ Predicted score: 2:1 Actual: Leones del Norte 2:0 #LeonesdelNorte#Emelec #Football#EcuadorLigaPro
@ai_match_prediction · Post #11332 · 05.04.2026 г., 13:06
Ecuador Liga Pro🇪🇨 🔥 PREMIUM PICK 🔥 2026-04-05 18:00 UTC Leones del Norte vs. Delfin SC Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Leones del Norte 1:0 #LeonesdelNorte#DelfinSC 2026-04-05 20:30 UTC Manta FC vs. Tecnico Universitario Predicted outcome: Manta FC❌ Predicted score: 1:0 Actual: Tecnico Universitario 0:2 #MantaFC#TecnicoUniversitario 2026-04-05 23:10 UTC Macara vs. Aucas Predicted outcome: Macara❌ Predicted score: 1:0 Actual: Aucas 0:1 #Macara#Aucas #Football#EcuadorLigaPro
@ai_match_prediction · Post #11577 · 18.04.2026 г., 13:05
Ecuador Liga Pro🇪🇨 2026-04-18 19:00 UTC Mushuc Runa SC vs. Tecnico Universitario Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Mushuc Runa SC 1:0 #MushucRunaSC#TecnicoUniversitario 2026-04-18 21:30 UTC Universidad Catolica vs. Libertad Predicted outcome: Universidad Catolica✅ Predicted score: 2:1 Actual: Universidad Catolica 2:0 #UniversidadCatolica#Libertad 2026-04-19 00:00 UTC Orense SC vs. Delfin SC Predicted outcome: Orense SC❌ Predicted score: 2:1 Actual: Draw 0:0 #OrenseSC#DelfinSC #Football#EcuadorLigaPro
@ai_match_prediction · Post #11997 · 09.05.2026 г., 13:06
Ecuador Liga Pro🇪🇨 2026-05-09 18:30 UTC Tecnico Universitario vs. Delfin SC Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Tecnico Universitario 4:0 #TecnicoUniversitario#DelfinSC 2026-05-09 21:00 UTC Guayaquil City FC vs. Deportivo Cuenca Predicted outcome: Guayaquil City FC❌ Predicted score: 2:1 Actual: Deportivo Cuenca 0:1 #GuayaquilCityFC#DeportivoCuenca 2026-05-09 21:30 UTC Aucas vs. Universidad Catolica Predicted outcome: Universidad Catolica❌ Predicted score: 1:2 Actual: Aucas 2:1 #Aucas#UniversidadCatolica 2026-05-10 00:00 UTC Independiente del Valle vs. Barcelona SC Predicted outcome: Independiente del Valle✅ Predicted score: 2:1 Actual: Independiente del Valle 1:0 #IndependientedelValle#BarcelonaSC #Football#EcuadorLigaPro
@ai_match_prediction · Post #11659 · 22.04.2026 г., 09:05
Ecuador Liga Pro🇪🇨 🔥 PREMIUM PICK 🔥 2026-04-22 16:00 UTC Leones del Norte vs. Manta FC Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Leones del Norte 3:0 #LeonesdelNorte#MantaFC 2026-04-22 18:00 UTC Delfin SC vs. Independiente del Valle Predicted outcome: Independiente del Valle✅ Predicted score: 1:2 Actual: Independiente del Valle 0:1 #DelfinSC#IndependientedelValle 2026-04-22 20:30 UTC Deportivo Cuenca vs. Orense SC Predicted outcome: Deportivo Cuenca❌ Predicted score: 2:1 Actual: Orense SC 1:3 #DeportivoCuenca#OrenseSC 2026-04-22 23:00 UTC Barcelona SC vs. Mushuc Runa SC Predicted outcome: Barcelona SC✅ Predicted score: 1:0 Actual: Barcelona SC 2:1 #BarcelonaSC#MushucRunaSC 2026-04-23 01:00 UTC LDU de Quito vs. Aucas Predicted outcome: LDU de Quito❌ Predicted score: 2:1 Actual: Draw 0:0 #LDUdeQuito#Aucas #Football#EcuadorLigaPro