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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 #11607 · 19.04.2026 г., 09:05
Greece Super League 1🇬🇷 2026-04-19 15:00 UTC AEK Athens FC vs. PAOK Predicted outcome: Draw❌ Predicted score: 1:1 Actual: AEK Athens FC 3:0 #AEK#PAOK 2026-04-19 18:00 UTC Panathinaikos vs. Olympiakos Piraeus Predicted outcome: Olympiakos Piraeus✅ Predicted score: 0:1 Actual: Olympiakos Piraeus 0:2 #Panathinaikos#Olympiakos #Football#GreeceSuperLeague1
@ai_match_prediction · Post #12077 · 13.05.2026 г., 09:05
Greece Super League 1🇬🇷 2026-05-13 14:00 UTC Levadiakos vs. OFI Predicted outcome: Levadiakos✅ Predicted score: 3:1 Actual: Levadiakos 3:2 #Levadiakos#OFI 2026-05-13 14:00 UTC Volos NFC vs. Aris Thessalonikis Predicted outcome: Aris Thessalonikis✅ Predicted score: 1:2 Actual: Aris Thessalonikis 1:2 #Volos#Aris 2026-05-13 16:30 UTC Olympiakos Piraeus vs. Panathinaikos Predicted outcome: Olympiakos Piraeus✅ Predicted score: 2:1 Actual: Olympiakos Piraeus 1:0 #Olympiakos#Panathinaikos 2026-05-13 16:30 UTC PAOK vs. AEK Athens FC Predicted outcome: AEK Athens FC❌ Predicted score: 1:2 Actual: Draw 1:1 #PAOK#AEK #Football#GreeceSuperLeague1
@ai_match_prediction · Post #12023 · 10.05.2026 г., 09:05
Greece Super League 1🇬🇷 2026-05-10 14:00 UTC Aris Thessalonikis vs. OFI Predicted outcome: Aris Thessalonikis✅ Predicted score: 2:1 Actual: Aris Thessalonikis 3:1 #Aris#OFI 2026-05-10 14:00 UTC Volos NFC vs. Levadiakos Predicted outcome: Levadiakos✅ Predicted score: 1:2 Actual: Levadiakos 0:3 #Volos#Levadiakos 2026-05-10 16:30 UTC Olympiakos Piraeus vs. PAOK Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Olympiakos#PAOK 2026-05-10 16:30 UTC AEK Athens FC vs. Panathinaikos Predicted outcome: AEK Athens FC✅ Predicted score: 2:1 Actual: AEK Athens FC 2:1 #AEK#Panathinaikos #Football#GreeceSuperLeague1
@ai_match_prediction · Post #11894 · 03.05.2026 г., 09:06
Greece Super League 1🇬🇷 2026-05-03 14:00 UTC Levadiakos vs. Volos NFC Predicted outcome: Levadiakos✅ Predicted score: 3:1 Actual: Levadiakos 5:2 #Levadiakos#Volos 2026-05-03 14:00 UTC OFI vs. Aris Thessalonikis Predicted outcome: OFI❌ Predicted score: 2:1 Actual: Aris Thessalonikis 0:2 #OFI#Aris 2026-05-03 16:00 UTC PAOK vs. Olympiakos Piraeus Predicted outcome: Olympiakos Piraeus❌ Predicted score: 1:2 Actual: PAOK 3:1 #PAOK#Olympiakos 2026-05-03 18:00 UTC Panathinaikos vs. AEK Athens FC Predicted outcome: AEK Athens FC❌ Predicted score: 1:2 Actual: Draw 0:0 #Panathinaikos#AEK #Football#GreeceSuperLeague1
@ai_match_prediction · Post #11323 · 05.04.2026 г., 09:05
Greece Super League 1🇬🇷 2026-04-05 14:00 UTC Levadiakos vs. Aris Thessalonikis Predicted outcome: Levadiakos❌ Predicted score: 2:1 Actual: Draw 1:1 #Levadiakos#Aris 2026-04-05 14:00 UTC Volos NFC vs. OFI Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 1:1 #Volos#OFI 2026-04-05 16:00 UTC PAOK vs. Panathinaikos Predicted outcome: PAOK❌ Predicted score: 2:1 Actual: Draw 0:0 #PAOK#Panathinaikos 2026-04-05 18:00 UTC Olympiakos Piraeus vs. AEK Athens FC Predicted outcome: Draw❌ Predicted score: 1:1 Actual: AEK Athens FC 0:1 #Olympiakos#AEK #Football#GreeceSuperLeague1
@ai_match_prediction · Post #11156 · 22.03.2026 г., 09:06
Greece Super League 1🇬🇷 2026-03-22 17:00 UTC Olympiakos Piraeus vs. Larisa Predicted outcome: Olympiakos Piraeus❌ Predicted score: 2:0 Actual: Draw 0:0 #Olympiakos#Larisa 2026-03-22 17:00 UTC AEK Athens FC vs. Kifisia Predicted outcome: AEK Athens FC✅ Predicted score: 3:1 Actual: AEK Athens FC 3:0 #AEK#Kifisia 2026-03-22 17:00 UTC Panetolikos vs. Panserraikos Predicted outcome: Panetolikos❌ Predicted score: 2:1 Actual: Draw 0:0 #Panetolikos#Panserraikos 2026-03-22 17:00 UTC Asteras Tripolis vs. Panathinaikos Predicted outcome: Panathinaikos✅ Predicted score: 1:2 Actual: Panathinaikos 1:2 #Asteras#Panathinaikos 2026-03-22 17:00 UTC Levadiakos vs. Atromitos Predicted outcome: Levadiakos✅ Predicted score: 2:1 Actual: Levadiakos 1:0 #Levadiakos#Atromitos 2026-03-22 17:00 UTC Aris Thessalonikis vs. OFI Predicted outcome: Aris Thessalonikis❌ Predicted score: 1:0 Actual: OFI 0:2 #Aris#OFI 2026-03-22 17:00 UTC Volos NFC vs. PAOK Predicted outcome: PAOK❌ Predicted score: 0:2 Actual: Volos NFC 2:1 #Volos#PAOK #Football#GreeceSuperLeague1