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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 #12088 · 13.05.2026 г., 21:05
Mexico Liga MX🇲🇽 2026-05-14 02:00 UTC Cruz Azul vs. Guadalajara Chivas Predicted outcome: Cruz Azul❌ Predicted score: 2:1 Actual: Draw 2:2 #CruzAzul#GuadalajaraChivas #Football#MexicoLigaMX
@ai_match_prediction · Post #11338 · 05.04.2026 г., 21:05
Mexico Liga MX🇲🇽 2026-04-06 02:07 UTC Guadalajara Chivas vs. U.N.A.M. - Pumas Predicted outcome: Guadalajara Chivas❌ Predicted score: 2:1 Actual: Draw 2:2 #GuadalajaraChivas#UNAMPumas #Football#MexicoLigaMX
@ai_match_prediction · Post #11618 · 19.04.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-04-19 23:00 UTC Santos Laguna vs. Atlas Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Atlas 0:1 #SantosLaguna#Atlas #Football#MexicoLigaMX
@ai_match_prediction · Post #11368 · 07.04.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-04-08 00:00 UTC Club Queretaro vs. FC Juarez Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #ClubQueretaro#FCJuarez #Football#MexicoLigaMX
@ai_match_prediction · Post #11712 · 24.04.2026 г., 21:05
Mexico Liga MX🇲🇽 2026-04-25 03:00 UTC Puebla vs. Club Queretaro Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Club Queretaro 1:2 #Puebla#ClubQueretaro #Football#MexicoLigaMX
@ai_match_prediction · Post #12095 · 14.05.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-05-15 01:00 UTC CF Pachuca vs. U.N.A.M. - Pumas Predicted outcome: CF Pachuca✅ Predicted score: 2:1 Actual: CF Pachuca 1:0 #CFPachuca#UNAMPumas #Football#MexicoLigaMX
@ai_match_prediction · Post #12002 · 09.05.2026 г., 21:05
Mexico Liga MX🇲🇽 2026-05-10 01:07 UTC Guadalajara Chivas vs. Tigres UANL Predicted outcome: Guadalajara Chivas✅ Predicted score: 2:1 Actual: Guadalajara Chivas 2:0 #GuadalajaraChivas#TigresUANL 2026-05-10 03:15 UTC Cruz Azul vs. Atlas Predicted outcome: Cruz Azul✅ Predicted score: 2:1 Actual: Cruz Azul 1:0 #CruzAzul#Atlas #Football#MexicoLigaMX
@ai_match_prediction · Post #11870 · 02.05.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-05-03 01:00 UTC Tigres UANL vs. Guadalajara Chivas Predicted outcome: Tigres UANL✅ Predicted score: 2:1 Actual: Tigres UANL 3:1 #TigresUANL#GuadalajaraChivas 2026-05-03 03:15 UTC Atlas vs. Cruz Azul Predicted outcome: Cruz Azul✅ Predicted score: 1:2 Actual: Cruz Azul 2:3 #Atlas#CruzAzul #Football#MexicoLigaMX
@ai_match_prediction · Post #11479 · 12.04.2026 г., 13:05
Mexico Liga MX🇲🇽 2026-04-12 18:00 UTC U.N.A.M. - Pumas vs. Mazatlán Predicted outcome: U.N.A.M. - Pumas✅ Predicted score: 2:1 Actual: U.N.A.M. - Pumas 3:1 #UNAMPumas#Mazatlán 2026-04-13 01:00 UTC Toluca vs. Atletico San Luis Predicted outcome: Toluca❌ Predicted score: 3:1 Actual: Draw 1:1 #Toluca#AtleticoSanLuis #Football#MexicoLigaMX
@ai_match_prediction · Post #11549 · 17.04.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-04-18 01:00 UTC Atletico San Luis vs. U.N.A.M. - Pumas Predicted outcome: U.N.A.M. - Pumas✅ Predicted score: 1:2 Actual: U.N.A.M. - Pumas 0:2 #AtleticoSanLuis#UNAMPumas 2026-04-18 01:00 UTC Mazatlán vs. Club Queretaro Predicted outcome: Mazatlán❌ Predicted score: 1:0 Actual: Draw 1:1 #Mazatlán#ClubQueretaro #Football#MexicoLigaMX
@ai_match_prediction · Post #11776 · 26.04.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-04-26 23:00 UTC Santos Laguna vs. Monterrey Predicted outcome: Monterrey❌ Predicted score: 1:2 Actual: Santos Laguna 3:0 #SantosLaguna#Monterrey 2026-04-27 01:05 UTC Cruz Azul vs. Necaxa Predicted outcome: Cruz Azul✅ Predicted score: 2:1 Actual: Cruz Azul 4:1 #CruzAzul#Necaxa #Football#MexicoLigaMX
@ai_match_prediction · Post #11110 · 20.03.2026 г., 17:05
Mexico Liga MX🇲🇽 2026-03-21 01:00 UTC Necaxa vs. Club Tijuana Predicted outcome: Club Tijuana❌ Predicted score: 1:2 Actual: Necaxa 3:0 #Necaxa#ClubTijuana 2026-03-21 03:06 UTC Mazatlán vs. Cruz Azul Predicted outcome: Cruz Azul❌ Predicted score: 1:2 Actual: Draw 1:1 #Mazatlán#CruzAzul #Football#MexicoLigaMX