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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 #11674 · 23.04.2026 г., 05:05
Ukraine Premier League🇺🇦 2026-04-23 12:30 UTC Zorya Luhansk vs. Shakhtar Donetsk Predicted outcome: Shakhtar Donetsk✅ Predicted score: 1:3 Actual: Shakhtar Donetsk 1:2 #ZoryaLuhansk#ShakhtarDonetsk #Football#UkrainePremierLeague
@ai_match_prediction · Post #11488 · 13.04.2026 г., 05:05
Ukraine Premier League🇺🇦 2026-04-13 10:00 UTC LNZ Cherkasy vs. Shakhtar Donetsk Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 2:2 #Cherkasy#ShakhtarDonetsk #Football#UkrainePremierLeague
@ai_match_prediction · Post #12010 · 10.05.2026 г., 05:05
Ukraine Premier League🇺🇦 2026-05-10 12:30 UTC SK Poltava vs. Shakhtar Donetsk Predicted outcome: Shakhtar Donetsk✅ Predicted score: 1:5 Actual: Shakhtar Donetsk 0:4 #SKPoltava#ShakhtarDonetsk #Football#UkrainePremierLeague
@ai_match_prediction · Post #11621 · 20.04.2026 г., 05:05
Ukraine Premier League🇺🇦 2026-04-20 10:00 UTC Oleksandria vs. Veres Rivne Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Veres Rivne 0:3 #Oleksandria#VeresRivne 2026-04-20 15:00 UTC Shakhtar Donetsk vs. Polessya Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Shakhtar Donetsk 1:0 #ShakhtarDonetsk#Polessya #Football#UkrainePremierLeague
@ai_match_prediction · Post #11949 · 07.05.2026 г., 13:05
UEFA Europa Conference League🌍 2026-05-07 19:00 UTC Crystal Palace vs. Shakhtar Donetsk Predicted outcome: Crystal Palace✅ Predicted score: 2:1 Actual: Crystal Palace 2:1 #CrystalPalace#ShakhtarDonetsk 2026-05-07 19:00 UTC Strasbourg vs. Rayo Vallecano Predicted outcome: Strasbourg❌ Predicted score: 2:1 Actual: Rayo Vallecano 0:1 #Strasbourg#RayoVallecano #Football#ConferenceLeague
@ai_match_prediction · Post #11819 · 30.04.2026 г., 13:05
UEFA Europa Conference League🌍 2026-04-30 19:00 UTC Shakhtar Donetsk vs. Crystal Palace Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Crystal Palace 1:3 #ShakhtarDonetsk#CrystalPalace 2026-04-30 19:00 UTC Rayo Vallecano vs. Strasbourg Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Rayo Vallecano 1:0 #RayoVallecano#Strasbourg #Football#ConferenceLeague
@ai_match_prediction · Post #11754 · 26.04.2026 г., 09:06
Ukraine Premier League🇺🇦 2026-04-26 12:30 UTC LNZ Cherkasy vs. Metalist 1925 Kharkiv Predicted outcome: Draw✅ Predicted score: 1:1 Actual: Draw 1:1 #Cherkasy#Metalist1925Kharkiv 2026-04-26 15:00 UTC Polessya vs. Obolon'-Brovar Predicted outcome: Polessya✅ Predicted score: 2:0 Actual: Polessya 3:1 #Polessya#ObolonBrovar 2026-04-26 15:00 UTC Kudrivka vs. Shakhtar Donetsk Predicted outcome: Shakhtar Donetsk✅ Predicted score: 1:2 Actual: Shakhtar Donetsk 1:3 #Kudrivka#ShakhtarDonetsk #Football#UkrainePremierLeague
@ai_match_prediction · Post #11880 · 03.05.2026 г., 05:06
Ukraine Premier League🇺🇦 2026-05-03 10:00 UTC Obolon'-Brovar vs. Kudrivka Predicted outcome: Kudrivka❌ Predicted score: 1:2 Actual: Draw 1:1 #ObolonBrovar#Kudrivka 🔥 PREMIUM PICK 🔥 2026-05-03 12:30 UTC Metalist 1925 Kharkiv vs. Polessya Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Polessya 0:1 #Metalist1925Kharkiv#Polessya 2026-05-03 15:00 UTC Dynamo Kyiv vs. Shakhtar Donetsk Predicted outcome: Shakhtar Donetsk✅ Predicted score: 1:2 Actual: Shakhtar Donetsk 1:2 #DynamoKyiv#ShakhtarDonetsk #Football#UkrainePremierLeague
@ai_match_prediction · Post #11526 · 16.04.2026 г., 09:05
UEFA Europa Conference League🌍 2026-04-16 16:45 UTC AZ Alkmaar vs. Shakhtar Donetsk Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 2:2 #AZAlkmaar#ShakhtarDonetsk 2026-04-16 19:00 UTC Strasbourg vs. FSV Mainz 05 Predicted outcome: Draw❌ Predicted score: 0:0 Actual: Strasbourg 4:0 #Strasbourg#Mainz05 2026-04-16 19:00 UTC Fiorentina vs. Crystal Palace Predicted outcome: Crystal Palace❌ Predicted score: 1:2 Actual: Fiorentina 2:1 #Fiorentina#CrystalPalace 2026-04-16 19:00 UTC AEK Athens FC vs. Rayo Vallecano Predicted outcome: Rayo Vallecano❌ Predicted score: 1:2 Actual: AEK Athens FC 3:1 #AEK#RayoVallecano #Football#ConferenceLeague
@ai_match_prediction · Post #11383 · 09.04.2026 г., 09:05
UEFA Europa Conference League🌍 2026-04-09 16:45 UTC Rayo Vallecano vs. AEK Athens FC Predicted outcome: Draw❌ Predicted score: 2:2 Actual: Rayo Vallecano 3:0 #RayoVallecano#AEK 2026-04-09 19:00 UTC Crystal Palace vs. Fiorentina Predicted outcome: Fiorentina❌ Predicted score: 1:2 Actual: Crystal Palace 3:0 #CrystalPalace#Fiorentina 2026-04-09 19:00 UTC FSV Mainz 05 vs. Strasbourg Predicted outcome: FSV Mainz 05✅ Predicted score: 1:0 Actual: FSV Mainz 05 2:0 #Mainz05#Strasbourg 2026-04-09 19:00 UTC Shakhtar Donetsk vs. AZ Alkmaar Predicted outcome: AZ Alkmaar❌ Predicted score: 0:1 Actual: Shakhtar Donetsk 3:0 #ShakhtarDonetsk#AZAlkmaar #Football#ConferenceLeague
@ai_match_prediction · Post #11314 · 05.04.2026 г., 05:06
Ukraine Premier League🇺🇦 2026-04-05 10:00 UTC Kryvbas KR vs. LNZ Cherkasy Predicted outcome: LNZ Cherkasy✅ Predicted score: 1:2 Actual: LNZ Cherkasy 0:3 #Kryvbas#Cherkasy 2026-04-05 12:30 UTC Shakhtar Donetsk vs. Ruh Lviv Predicted outcome: Shakhtar Donetsk✅ Predicted score: 3:0 Actual: Shakhtar Donetsk 3:0 #ShakhtarDonetsk#RuhLviv 2026-04-05 12:30 UTC Obolon'-Brovar vs. Zorya Luhansk Predicted outcome: Zorya Luhansk❌ Predicted score: 1:2 Actual: Draw 3:3 #ObolonBrovar#ZoryaLuhansk 2026-04-05 15:00 UTC Polessya vs. Veres Rivne Predicted outcome: Polessya❌ Predicted score: 1:0 Actual: Draw 1:1 #Polessya#VeresRivne #Football#UkrainePremierLeague