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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 #11333 · 05.04.2026 г., 13:06
Peru Primera División🇵🇪 2026-04-05 18:15 UTC Sport Huancayo vs. Comerciantes Unidos Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 1:1 #SportHuancayo#ComerciantesUnidos 2026-04-05 20:30 UTC Juan Pablo II College vs. UTC Cajamarca Predicted outcome: UTC Cajamarca❌ Predicted score: 1:2 Actual: Juan Pablo II College 2:1 #JuanPabloIICollege#UTCCajamarca #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #11742 · 25.04.2026 г., 13:05
Peru Primera División🇵🇪 2026-04-25 18:00 UTC UCV Moquegua vs. FC Cajamarca Predicted outcome: UCV Moquegua✅ Predicted score: 2:1 Actual: UCV Moquegua 2:1 #UCVMoquegua#FCCajamarca 2026-04-25 20:30 UTC Comerciantes Unidos vs. Sporting Cristal Predicted outcome: Sporting Cristal❌ Predicted score: 1:2 Actual: Comerciantes Unidos 1:0 #ComerciantesUnidos#SportingCristal 2026-04-26 00:00 UTC Sport Boys vs. Juan Pablo II College Predicted outcome: Sport Boys❌ Predicted score: 2:1 Actual: Draw 1:1 #SportBoys#JuanPabloIICollege #Football#PeruPrimeraDivisión
@ai_match_prediction · Post #12033 · 10.05.2026 г., 13:06
Peru Primera División🇵🇪 2026-05-10 18:00 UTC Sport Huancayo vs. Juan Pablo II College Predicted outcome: Sport Huancayo✅ Predicted score: 3:1 Actual: Sport Huancayo 2:1 #SportHuancayo#JuanPabloIICollege 2026-05-10 20:15 UTC Comerciantes Unidos vs. FBC Melgar Predicted outcome: FBC Melgar❌ Predicted score: 1:2 Actual: Draw 1:1 #ComerciantesUnidos#FBCMelgar 2026-05-10 22:30 UTC Cusco vs. Club Deportivo Los Chankas Predicted outcome: Cusco❌ Predicted score: 2:1 Actual: Draw 1:1 #Cusco#ClubDeportivoLosChankas #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 #11126 · 21.03.2026 г., 09:06
Peru Primera División🇵🇪 2026-03-21 16:00 UTC UCV Moquegua vs. Cusco Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Cusco 1:2 #UCVMoquegua#Cusco 2026-03-21 18:15 UTC Comerciantes Unidos vs. Universitario Predicted outcome: Universitario❌ Predicted score: 1:2 Actual: Draw 0:0 #ComerciantesUnidos#Universitario 2026-03-21 20:30 UTC Club Deportivo Los Chankas vs. Sporting Cristal Predicted outcome: Club Deportivo Los Chankas✅ Predicted score: 3:2 Actual: Club Deportivo Los Chankas 3:2 #ClubDeportivoLosChankas#SportingCristal 2026-03-21 23:30 UTC Alianza Lima vs. Juan Pablo II College Predicted outcome: Alianza Lima✅ Predicted score: 3:1 Actual: Alianza Lima 2:0 #AlianzaLima#JuanPabloIICollege #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
@ai_match_prediction · Post #11578 · 18.04.2026 г., 13:06
Peru Primera División🇵🇪 2026-04-18 18:00 UTC FC Cajamarca vs. ADT Predicted outcome: FC Cajamarca❌ Predicted score: 2:1 Actual: Draw 2:2 #FCCajamarca#ADT 2026-04-18 20:15 UTC Juan Pablo II College vs. Comerciantes Unidos Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 2:2 #JuanPabloIICollege#ComerciantesUnidos 2026-04-18 22:30 UTC Sport Huancayo vs. Deportivo Garcilaso Predicted outcome: Sport Huancayo✅ Predicted score: 2:1 Actual: Sport Huancayo 2:1 #SportHuancayo#DeportivoGarcilaso 2026-04-19 01:00 UTC Alianza Lima vs. Cusco Predicted outcome: Alianza Lima✅ Predicted score: 1:0 Actual: Alianza Lima 8:0 #AlianzaLima#Cusco #Football#PeruPrimeraDivisión