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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 #11544 · 17.04.2026 г., 13:05
Peru Primera División🇵🇪 2026-04-17 20:00 UTC Club Deportivo Los Chankas vs. Atletico Grau Predicted outcome: Club Deportivo Los Chankas✅ Predicted score: 4:1 Actual: Club Deportivo Los Chankas 2:0 #ClubDeportivoLosChankas#AtleticoGrau #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #12108 · 15.05.2026 г., 13:05
Peru Primera División🇵🇪 2026-05-15 20:00 UTC (in 34m) FC Cajamarca vs. Sporting Cristal Predicted outcome: FC Cajamarca Predicted score: 3:2 #FCCajamarca#SportingCristal 2026-05-16 01:00 UTC (in 5h 34m) Universitario vs. Atletico Grau Predicted outcome: Universitario Predicted score: 2:0 #Universitario#AtleticoGrau #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11253 · 03.04.2026 г., 09:05
Peru Primera División🇵🇪 2026-04-03 16:00 UTC Sporting Cristal vs. UCV Moquegua Predicted outcome: Sporting Cristal❌ Predicted score: 4:0 Actual: UCV Moquegua 1:2 #SportingCristal#UCVMoquegua 2026-04-03 20:00 UTC Alianza Atletico vs. Atletico Grau Predicted outcome: Alianza Atletico❌ Predicted score: 1:0 Actual: Draw 2:2 #AlianzaAtletico#AtleticoGrau 2026-04-03 23:15 UTC Cienciano vs. ADT Predicted outcome: Cienciano✅ Predicted score: 2:1 Actual: Cienciano 3:2 #Cienciano#ADT #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11998 · 09.05.2026 г., 13:06
Peru Primera División🇵🇪 2026-05-09 18:00 UTC UCV Moquegua vs. ADT Predicted outcome: UCV Moquegua❌ Predicted score: 2:1 Actual: Draw 2:2 #UCVMoquegua#ADT 2026-05-09 20:15 UTC Atletico Grau vs. Cienciano Predicted outcome: Cienciano✅ Predicted score: 1:2 Actual: Cienciano 1:2 #AtleticoGrau#Cienciano 2026-05-10 01:00 UTC Alianza Lima vs. Sporting Cristal Predicted outcome: Alianza Lima❌ Predicted score: 3:1 Actual: Draw 1:1 #AlianzaLima#SportingCristal #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11163 · 22.03.2026 г., 13:06
Peru Primera División🇵🇪 2026-03-22 18:00 UTC UTC Cajamarca vs. Alianza Atletico Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #UTCCajamarca#AlianzaAtletico 🔥 PREMIUM PICK 🔥 2026-03-22 20:30 UTC Atletico Grau vs. Deportivo Garcilaso Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 0:0 #AtleticoGrau#DeportivoGarcilaso 2026-03-22 23:00 UTC Sport Boys vs. Sport Huancayo Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Sport Boys 3:0 #SportBoys#SportHuancayo #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11668 · 22.04.2026 г., 13:05
Peru Primera División🇵🇪 2026-04-22 18:00 UTC Comerciantes Unidos vs. Alianza Atletico Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Comerciantes Unidos 1:0 #ComerciantesUnidos#AlianzaAtletico 2026-04-22 20:15 UTC Atletico Grau vs. Sporting Cristal Predicted outcome: Sporting Cristal❌ Predicted score: 1:2 Actual: Atletico Grau 4:1 #AtleticoGrau#SportingCristal 2026-04-22 23:00 UTC Cusco vs. FC Cajamarca Predicted outcome: Cusco✅ Predicted score: 2:1 Actual: Cusco 1:0 #Cusco#FCCajamarca 2026-04-23 01:30 UTC Universitario vs. Deportivo Garcilaso Predicted outcome: Universitario✅ Predicted score: 2:0 Actual: Universitario 4:1 #Universitario#DeportivoGarcilaso #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11762 · 26.04.2026 г., 09:08
Peru Primera División🇵🇪 2026-04-26 16:00 UTC UTC Cajamarca vs. Cienciano Predicted outcome: Cienciano❌ Predicted score: 1:2 Actual: Draw 2:2 #UTCCajamarca#Cienciano 2026-04-26 18:15 UTC Cusco vs. Sport Huancayo Predicted outcome: Cusco✅ Predicted score: 2:1 Actual: Cusco 2:1 #Cusco#SportHuancayo 2026-04-26 20:30 UTC Atletico Grau vs. Alianza Lima Predicted outcome: Alianza Lima✅ Predicted score: 1:2 Actual: Alianza Lima 0:1 #AtleticoGrau#AlianzaLima 2026-04-26 23:00 UTC Universitario vs. Alianza Atletico Predicted outcome: Universitario❌ Predicted score: 2:0 Actual: Alianza Atletico 1:2 #Universitario#AlianzaAtletico #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11868 · 02.05.2026 г., 13:06
Peru Primera División🇵🇪 2026-05-02 18:00 UTC FC Cajamarca vs. Sport Boys Predicted outcome: FC Cajamarca✅ Predicted score: 2:1 Actual: FC Cajamarca 3:2 #FCCajamarca#SportBoys 2026-05-02 20:15 UTC ADT vs. Atletico Grau Predicted outcome: ADT✅ Predicted score: 2:1 Actual: ADT 1:0 #ADT#AtleticoGrau 2026-05-02 22:30 UTC Cienciano vs. Comerciantes Unidos Predicted outcome: Cienciano✅ Predicted score: 2:1 Actual: Cienciano 1:0 #Cienciano#ComerciantesUnidos 2026-05-03 01:00 UTC Alianza Lima vs. UCV Moquegua Predicted outcome: Alianza Lima✅ Predicted score: 3:0 Actual: Alianza Lima 2:1 #AlianzaLima#UCVMoquegua #Football#PeruPrimeraDivisión