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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 #11408 · 10.04.2026 г., 13:06
Austria Bundesliga🇦🇹 2026-04-10 17:30 UTC Red Bull Salzburg vs. Lask Linz Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Lask Linz 2:3 #RedBullSalzburg#LaskLinz #Football#AustriaBundesliga
@ai_match_prediction · Post #11916 · 04.05.2026 г., 09:06
Austria Bundesliga🇦🇹 2026-05-04 16:30 UTC SCR Altach vs. Wolfsberger AC Predicted outcome: SCR Altach❌ Predicted score: 2:1 Actual: Wolfsberger AC 1:4 #SCRAltach#WolfsbergerAC 2026-05-04 18:30 UTC Lask Linz vs. Rapid Vienna Predicted outcome: Lask Linz✅ Predicted score: 2:1 Actual: Lask Linz 3:1 #LaskLinz#RapidVienna #Football#AustriaBundesliga
@ai_match_prediction · Post #11157 · 22.03.2026 г., 09:06
Austria Bundesliga🇦🇹 2026-03-22 13:30 UTC TSV Hartberg vs. Austria Vienna Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Austria Vienna 0:1 #TSVHartberg#AustriaVienna 2026-03-22 16:00 UTC Rapid Vienna vs. Lask Linz Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Rapid Vienna 4:2 #RapidVienna#LaskLinz #Football#AustriaBundesliga
@ai_match_prediction · Post #12026 · 10.05.2026 г., 09:06
Austria Bundesliga🇦🇹 2026-05-10 15:00 UTC Rapid Vienna vs. Austria Vienna Predicted outcome: Rapid Vienna❌ Predicted score: 2:1 Actual: Austria Vienna 0:2 #RapidVienna#AustriaVienna 2026-05-10 15:00 UTC Lask Linz vs. Red Bull Salzburg Predicted outcome: Red Bull Salzburg❌ Predicted score: 2:3 Actual: Lask Linz 2:1 #LaskLinz#RedBullSalzburg 2026-05-10 15:00 UTC TSV Hartberg vs. Sturm Graz Predicted outcome: Sturm Graz✅ Predicted score: 1:2 Actual: Sturm Graz 2:4 #TSVHartberg#Sturm #Football#AustriaBundesliga
@ai_match_prediction · Post #11765 · 26.04.2026 г., 09:08
Austria Bundesliga🇦🇹 2026-04-26 12:30 UTC Rapid Vienna vs. Red Bull Salzburg Predicted outcome: Red Bull Salzburg❌ Predicted score: 1:2 Actual: Rapid Vienna 1:0 #RapidVienna#RedBullSalzburg 2026-04-26 12:30 UTC TSV Hartberg vs. Lask Linz Predicted outcome: Lask Linz✅ Predicted score: 1:2 Actual: Lask Linz 1:5 #TSVHartberg#LaskLinz 2026-04-26 15:00 UTC Sturm Graz vs. Austria Vienna Predicted outcome: Sturm Graz❌ Predicted score: 2:1 Actual: Draw 1:1 #Sturm#AustriaVienna #Football#AustriaBundesliga
@ai_match_prediction · Post #11660 · 22.04.2026 г., 09:05
Austria Bundesliga🇦🇹 2026-04-22 16:30 UTC Red Bull Salzburg vs. Austria Vienna Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Red Bull Salzburg 3:1 #RedBullSalzburg#AustriaVienna 2026-04-22 16:30 UTC Rapid Vienna vs. TSV Hartberg Predicted outcome: Draw❌ Predicted score: 1:1 Actual: TSV Hartberg 0:2 #RapidVienna#TSVHartberg 2026-04-22 18:30 UTC Sturm Graz vs. Lask Linz Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Sturm#LaskLinz #Football#AustriaBundesliga
@ai_match_prediction · Post #11601 · 19.04.2026 г., 05:07
Austria Bundesliga🇦🇹 2026-04-19 12:30 UTC Austria Vienna vs. Red Bull Salzburg Predicted outcome: Red Bull Salzburg✅ Predicted score: 1:2 Actual: Red Bull Salzburg 1:3 #AustriaVienna#RedBullSalzburg 2026-04-19 12:30 UTC TSV Hartberg vs. Rapid Vienna Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 2:2 #TSVHartberg#RapidVienna 2026-04-19 15:00 UTC Lask Linz vs. Sturm Graz Predicted outcome: Sturm Graz❌ Predicted score: 1:2 Actual: Draw 1:1 #LaskLinz#Sturm #Football#AustriaBundesliga
@ai_match_prediction · Post #11320 · 05.04.2026 г., 05:07
Austria Bundesliga🇦🇹 2026-04-05 12:30 UTC Lask Linz vs. Austria Vienna Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Lask Linz 4:1 #LaskLinz#AustriaVienna 2026-04-05 12:30 UTC TSV Hartberg vs. Red Bull Salzburg Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Red Bull Salzburg 1:2 #TSVHartberg#RedBullSalzburg 2026-04-05 15:00 UTC Rapid Vienna vs. Sturm Graz Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Sturm Graz 0:2 #RapidVienna#Sturm #Football#AustriaBundesliga