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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 #11201 · 27.03.2026 г., 21:05
Japan J1 League🇯🇵 2026-03-28 05:00 UTC Machida Zelvia vs. Kawasaki Frontale Predicted outcome: Machida Zelvia❌ Predicted score: 2:1 Actual: Draw 1:1 #MachidaZelvia#KawasakiFrontale #Football#J1League
@ai_match_prediction · Post #11654 · 22.04.2026 г., 05:05
Japan J1 League🇯🇵 2026-04-22 10:00 UTC Gamba Osaka vs. Avispa Fukuoka Predicted outcome: Gamba Osaka❌ Predicted score: 2:1 Actual: Avispa Fukuoka 1:2 #GambaOsaka#AvispaFukuoka #Football#J1League
@ai_match_prediction · Post #11196 · 27.03.2026 г., 05:05
Japan J1 League🇯🇵 2026-03-27 10:00 UTC Vissel Kobe vs. Sanfrecce Hiroshima Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Vissel Kobe 2:1 #VisselKobe#SanfrecceHiroshima #Football#J1League
@ai_match_prediction · Post #12073 · 13.05.2026 г., 05:05
Japan J1 League🇯🇵 2026-05-13 10:00 UTC Vissel Kobe vs. Kyoto Sanga Predicted outcome: Vissel Kobe✅ Predicted score: 2:1 Actual: Vissel Kobe 1:0 #VisselKobe#KyotoSanga 2026-05-13 10:00 UTC Machida Zelvia vs. Tokyo Verdy Predicted outcome: Machida Zelvia❌ Predicted score: 2:1 Actual: Draw 0:0 #MachidaZelvia#TokyoVerdy #Football#J1League
@ai_match_prediction · Post #11236 · 01.04.2026 г., 05:05
Japan J1 League🇯🇵 2026-04-01 10:00 UTC Vissel Kobe vs. Shimizu S-pulse Predicted outcome: Vissel Kobe✅ Predicted score: 1:0 Actual: Vissel Kobe 2:0 #VisselKobe#ShimizuSpulse 2026-04-01 10:00 UTC Machida Zelvia vs. FC Tokyo Predicted outcome: Draw❌ Predicted score: 1:1 Actual: FC Tokyo 0:3 #MachidaZelvia#FCTokyo #Football#J1League
@ai_match_prediction · Post #11111 · 20.03.2026 г., 21:05
Japan J1 League🇯🇵 2026-03-21 05:00 UTC Fagiano Okayama vs. V-varen Nagasaki Predicted outcome: V-varen Nagasaki✅ Predicted score: 1:2 Actual: V-varen Nagasaki 0:1 #FagianoOkayama#VvarenNagasaki 2026-03-21 05:30 UTC Avispa Fukuoka vs. Gamba Osaka Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 2:2 #AvispaFukuoka#GambaOsaka #Football#J1League
@ai_match_prediction · Post #11453 · 11.04.2026 г., 21:05
Japan J1 League🇯🇵 2026-04-12 05:00 UTC Urawa vs. Tokyo Verdy Predicted outcome: Urawa❌ Predicted score: 2:1 Actual: Draw 1:1 #Urawa#TokyoVerdy 2026-04-12 07:00 UTC Kawasaki Frontale vs. Kashima Predicted outcome: Kashima✅ Predicted score: 1:3 Actual: Kashima 0:2 #KawasakiFrontale#Kashima #Football#J1League
@ai_match_prediction · Post #11970 · 08.05.2026 г., 21:05
Japan J1 League🇯🇵 2026-05-09 05:00 UTC Mito Hollyhock vs. Urawa Predicted outcome: Mito Hollyhock❌ Predicted score: 2:1 Actual: Urawa 1:4 #MitoHollyhock#Urawa 2026-05-09 07:00 UTC Cerezo Osaka vs. V-varen Nagasaki Predicted outcome: Cerezo Osaka✅ Predicted score: 2:1 Actual: Cerezo Osaka 3:2 #CerezoOsaka#VvarenNagasaki #Football#J1League
@ai_match_prediction · Post #11692 · 24.04.2026 г., 05:05
Japan J1 League🇯🇵 2026-04-24 10:00 UTC Kashiwa Reysol vs. Kashima Predicted outcome: Kashima✅ Predicted score: 1:2 Actual: Kashima 0:1 #KashiwaReysol#Kashima 2026-04-24 10:00 UTC FC Tokyo vs. Mito Hollyhock Predicted outcome: FC Tokyo✅ Predicted score: 1:0 Actual: FC Tokyo 5:2 #FCTokyo#MitoHollyhock #Football#J1League
@ai_match_prediction · Post #11587 · 18.04.2026 г., 21:05
Japan J1 League🇯🇵 2026-04-19 04:00 UTC Mito Hollyhock vs. Kashiwa Reysol Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Mito Hollyhock 2:0 #MitoHollyhock#KashiwaReysol 2026-04-19 06:00 UTC Gamba Osaka vs. Fagiano Okayama Predicted outcome: Gamba Osaka❌ Predicted score: 2:1 Actual: Draw 2:2 #GambaOsaka#FagianoOkayama 2026-04-19 07:00 UTC Nagoya Grampus vs. Avispa Fukuoka Predicted outcome: Nagoya Grampus❌ Predicted score: 1:0 Actual: Draw 2:2 #NagoyaGrampus#AvispaFukuoka #Football#J1League
@ai_match_prediction · Post #11872 · 02.05.2026 г., 21:05
Japan J1 League🇯🇵 2026-05-03 05:03 UTC Tokyo Verdy vs. Kashiwa Reysol Predicted outcome: Kashiwa Reysol❌ Predicted score: 1:2 Actual: Tokyo Verdy 1:0 #TokyoVerdy#KashiwaReysol 2026-05-03 06:00 UTC Cerezo Osaka vs. Avispa Fukuoka Predicted outcome: Cerezo Osaka❌ Predicted score: 2:1 Actual: Draw 1:1 #CerezoOsaka#AvispaFukuoka 2026-05-03 07:00 UTC Kashima vs. Machida Zelvia Predicted outcome: Kashima❌ Predicted score: 2:1 Actual: Draw 1:1 #Kashima#MachidaZelvia 2026-05-03 08:00 UTC V-varen Nagasaki vs. Nagoya Grampus Predicted outcome: Nagoya Grampus✅ Predicted score: 1:2 Actual: Nagoya Grampus 1:2 #VvarenNagasaki#NagoyaGrampus #Football#J1League
@ai_match_prediction · Post #11267 · 03.04.2026 г., 21:05
Japan J1 League🇯🇵 2026-04-04 04:00 UTC JEF United Chiba vs. Tokyo Verdy Predicted outcome: JEF United Chiba✅ Predicted score: 2:1 Actual: JEF United Chiba 3:2 #JEFUnitedChiba#TokyoVerdy 2026-04-04 05:00 UTC Mito Hollyhock vs. Kashima Predicted outcome: Kashima❌ Predicted score: 0:2 Actual: Draw 1:1 #MitoHollyhock#Kashima 2026-04-04 06:00 UTC Nagoya Grampus vs. Cerezo Osaka Predicted outcome: Cerezo Osaka❌ Predicted score: 1:2 Actual: Nagoya Grampus 3:0 #NagoyaGrampus#CerezoOsaka 2026-04-04 07:00 UTC Gamba Osaka vs. Kyoto Sanga Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Gamba Osaka 2:0 #GambaOsaka#KyotoSanga #Football#J1League