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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 #11778 · 27.04.2026 г., 09:05
Russia Premier League🇷🇺 2026-04-27 17:00 UTC Baltika vs. Akron Predicted outcome: Baltika❌ Predicted score: 3:1 Actual: Akron 0:1 #Baltika#Akron #Football#RussiaPremierLeague
@ai_match_prediction · Post #11491 · 13.04.2026 г., 09:05
Russia Premier League🇷🇺 2026-04-13 14:15 UTC Akron vs. Dynamo Predicted outcome: Dynamo✅ Predicted score: 1:3 Actual: Dynamo 2:3 #Akron#DynamoMoscow #Football#RussiaPremierLeague
@ai_match_prediction · Post #11876 · 03.05.2026 г., 05:05
Russia Premier League🇷🇺 2026-05-03 11:30 UTC FC Sochi vs. FC Orenburg Predicted outcome: FC Orenburg❌ Predicted score: 1:2 Actual: FC Sochi 3:1 #FCSochi#Orenburg 2026-05-03 14:00 UTC Akron vs. FC Krasnodar Predicted outcome: FC Krasnodar✅ Predicted score: 1:2 Actual: FC Krasnodar 0:1 #Akron#Krasnodar 2026-05-03 16:30 UTC Akhmat vs. Nizhny Novgorod Predicted outcome: Akhmat✅ Predicted score: 2:1 Actual: Akhmat 2:0 #Akhmat#NizhnyNovgorod #Football#RussiaPremierLeague
@ai_match_prediction · Post #11676 · 23.04.2026 г., 09:05
Russia Premier League🇷🇺 2026-04-23 14:30 UTC Akron vs. Dinamo Makhachkala Predicted outcome: Akron❌ Predicted score: 1:0 Actual: Draw 1:1 #Akron#DinamoMakhachkala 2026-04-23 16:45 UTC Spartak Moscow vs. FC Krasnodar Predicted outcome: Draw❌ Predicted score: 2:2 Actual: FC Krasnodar 1:2 #SpartakMoscow#Krasnodar 2026-04-23 16:45 UTC Akhmat vs. Baltika Predicted outcome: Baltika❌ Predicted score: 0:1 Actual: Draw 1:1 #Akhmat#Baltika #Football#RussiaPremierLeague
@ai_match_prediction · Post #12039 · 11.05.2026 г., 05:05
Russia Premier League🇷🇺 2026-05-11 10:00 UTC Akron vs. FC Rostov Predicted outcome: FC Rostov✅ Predicted score: 1:2 Actual: FC Rostov 1:3 #Akron#Rostov 2026-05-11 12:15 UTC Nizhny Novgorod vs. CSKA Moscow Predicted outcome: CSKA Moscow✅ Predicted score: 1:2 Actual: CSKA Moscow 1:2 #NizhnyNovgorod#CSKA 2026-05-11 14:30 UTC Spartak Moscow vs. Rubin Predicted outcome: Spartak Moscow✅ Predicted score: 2:1 Actual: Spartak Moscow 2:1 #SpartakMoscow#Rubin 2026-05-11 17:00 UTC Dynamo vs. FC Krasnodar Predicted outcome: FC Krasnodar❌ Predicted score: 1:2 Actual: Dynamo 2:1 #DynamoMoscow#Krasnodar #Football#RussiaPremierLeague
@ai_match_prediction · Post #11556 · 18.04.2026 г., 01:05
Russia Premier League🇷🇺 2026-04-18 09:00 UTC FC Orenburg vs. Lokomotiv Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Lokomotiv 0:1 #Orenburg#Lokomotiv 2026-04-18 11:30 UTC Krylia Sovetov vs. CSKA Moscow Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #KryliaSovetov#CSKA 2026-04-18 14:00 UTC Rubin vs. Akron Predicted outcome: Rubin❌ Predicted score: 2:1 Actual: Draw 1:1 #Rubin#Akron 2026-04-18 16:30 UTC Nizhny Novgorod vs. Dynamo Predicted outcome: Dynamo❌ Predicted score: 1:2 Actual: Draw 1:1 #NizhnyNovgorod#DynamoMoscow #Football#RussiaPremierLeague
@ai_match_prediction · Post #11272 · 04.04.2026 г., 05:05
Russia Premier League🇷🇺 2026-04-04 10:00 UTC Akron vs. CSKA Moscow Predicted outcome: Draw❌ Predicted score: 1:1 Actual: CSKA Moscow 1:2 #Akron#CSKA 2026-04-04 12:15 UTC Zenit vs. Krylia Sovetov Predicted outcome: Zenit✅ Predicted score: 3:0 Actual: Zenit 2:1 #Zenit#KryliaSovetov 2026-04-04 14:30 UTC Dynamo vs. FC Orenburg Predicted outcome: Dynamo❌ Predicted score: 2:1 Actual: Draw 3:3 #DynamoMoscow#Orenburg 2026-04-04 16:45 UTC Akhmat vs. FC Krasnodar Predicted outcome: Draw❌ Predicted score: 1:1 Actual: FC Krasnodar 0:1 #Akhmat#Krasnodar #Football#RussiaPremierLeague
@ai_match_prediction · Post #11141 · 22.03.2026 г., 05:05
Russia Premier League🇷🇺 2026-03-22 10:45 UTC FC Orenburg vs. Spartak Moscow Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Spartak Moscow 0:2 #Orenburg#SpartakMoscow 2026-03-22 13:00 UTC Dynamo vs. Zenit Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Zenit 1:3 #DynamoMoscow#Zenit 2026-03-22 13:30 UTC Krylia Sovetov vs. Rubin Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #KryliaSovetov#Rubin 2026-03-22 16:00 UTC Lokomotiv vs. Akron Predicted outcome: Lokomotiv✅ Predicted score: 2:1 Actual: Lokomotiv 5:1 #Lokomotiv#Akron #Football#RussiaPremierLeague