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Изворен канал @pythonotes · Post #400 · 8 дек.
Три способа выполнить множество задач с asyncio Функция для примера: async def do_it(n): await asyncio.sleep(random.uniform(0.5, 1)) return n 1. Последовательный вызов async def main(): for i in range(100): result = await do_it(i) Такой вызов имеет смысл только тогда, когда результат одной задачи требуется для вызова следующей. Если они независимы, то это антипаттерн, так как аналогичен простому синхронному вызову по очереди. 2. Упорядоченный результат async def main(): tasks = [do_it(i) for i in range(100)] results = await asyncio.gather(*tasks) Выполняет корутины конкурентно и возвращает результат в виде списка. Полезен когда требуется получить результаты в том же порядке в котором задачи отправлены. 3. Результат по мере готовности tasks = [asyncio.create_task(do_it(i)) for i in range(100)] for cor in asyncio.as_completed(tasks): result = await cor Так же выполняет корутины конкурентно, но не гарантирует порядок. Результат возвращается по мере готовности, каждый отдельно. Полезен когда нужно обработать любой ответ как можно скорее. #async
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@ai_match_prediction · Post #11353 · 06.04.2026 г., 13:05
Colombia Primera A🇨🇴 2026-04-06 20:30 UTC Deportivo Pereira vs. Alianza Valledupar Predicted outcome: Deportivo Pereira❌ Predicted score: 1:0 Actual: Alianza Valledupar 2:3 #DeportivoPereira#AlianzaValledupar 2026-04-07 01:10 UTC Atletico Nacional vs. Jaguares Predicted outcome: Atletico Nacional✅ Predicted score: 4:0 Actual: Atletico Nacional 2:1 #AtleticoNacional#Jaguares #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11545 · 17.04.2026 г., 13:05
Colombia Primera A🇨🇴 2026-04-17 21:00 UTC Chico vs. Deportivo Cali Predicted outcome: Deportivo Cali❌ Predicted score: 0:1 Actual: Chico 1:0 #Chico#DeportivoCali 2026-04-17 21:00 UTC Jaguares vs. Deportivo Pasto Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Deportivo Pasto 2:3 #Jaguares#DeportivoPasto #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11172 · 23.03.2026 г., 13:05
Colombia Primera A🇨🇴 2026-03-23 19:00 UTC Chico vs. Deportes Tolima Predicted outcome: Deportes Tolima❌ Predicted score: 0:1 Actual: Draw 1:1 #Chico#DeportesTolima 2026-03-23 21:10 UTC Santa Fe vs. Independiente Medellin Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Santa Fe 2:1 #SantaFe#IndependienteMedellin 2026-03-23 23:20 UTC Jaguares vs. Águilas Doradas Predicted outcome: Águilas Doradas❌ Predicted score: 0:1 Actual: Draw 1:1 #Jaguares#guilasDoradas #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11206 · 28.03.2026 г., 13:05
Colombia Primera A🇨🇴 2026-03-28 21:00 UTC Cucuta vs. Chico Predicted outcome: Cucuta✅ Predicted score: 2:1 Actual: Cucuta 1:0 #Cucuta#Chico 2026-03-28 23:10 UTC Deportes Tolima vs. Jaguares Predicted outcome: Deportes Tolima✅ Predicted score: 2:0 Actual: Deportes Tolima 3:1 #DeportesTolima#Jaguares 2026-03-29 01:20 UTC Deportivo Cali vs. Deportivo Pereira Predicted outcome: Deportivo Cali✅ Predicted score: 2:1 Actual: Deportivo Cali 1:0 #DeportivoCali#DeportivoPereira #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11244 · 02.04.2026 г., 13:05
Colombia Primera A🇨🇴 2026-04-02 19:00 UTC Chico vs. Deportivo Pereira Predicted outcome: Chico✅ Predicted score: 2:1 Actual: Chico 1:0 #Chico#DeportivoPereira 2026-04-02 21:10 UTC America de Cali vs. Bucaramanga Predicted outcome: America de Cali✅ Predicted score: 1:0 Actual: America de Cali 2:0 #AmericadeCali#Bucaramanga 2026-04-02 23:20 UTC Jaguares vs. Millonarios Predicted outcome: Millonarios❌ Predicted score: 1:2 Actual: Jaguares 1:0 #Jaguares#Millonarios 2026-04-03 01:30 UTC Once Caldas vs. Independiente Medellin Predicted outcome: Draw✅ Predicted score: 2:2 Actual: Draw 1:1 #OnceCaldas#IndependienteMedellin #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11743 · 25.04.2026 г., 13:06
Colombia Primera A🇨🇴 2026-04-25 19:00 UTC Bucaramanga vs. Jaguares Predicted outcome: Bucaramanga❌ Predicted score: 3:0 Actual: Draw 2:2 #Bucaramanga#Jaguares 2026-04-25 21:00 UTC Deportivo Pereira vs. Atletico Nacional Predicted outcome: Atletico Nacional❌ Predicted score: 1:2 Actual: Deportivo Pereira 1:0 #DeportivoPereira#AtleticoNacional 🔥 PREMIUM PICK 🔥 2026-04-25 23:10 UTC Deportivo Cali vs. America de Cali Predicted outcome: Draw❌ Predicted score: 1:1 Actual: Deportivo Cali 1:0 #DeportivoCali#AmericadeCali 2026-04-26 01:30 UTC Independiente Medellin vs. Fortaleza FC Predicted outcome: Independiente Medellin✅ Predicted score: 2:1 Actual: Independiente Medellin 1:0 #IndependienteMedellin#FortalezaFC #Football#ColombiaPrimeraA
@ai_match_prediction · Post #11811 · 29.04.2026 г., 13:05
Colombia Primera A🇨🇴 2026-05-01 23:00 UTC Once Caldas vs. Atletico Nacional Predicted outcome: Atletico Nacional❌ Predicted score: 1:2 Actual: Once Caldas 1:0 #OnceCaldas#AtleticoNacional 2026-05-02 19:00 UTC Chico vs. Llaneros Predicted outcome: Llaneros❌ Predicted score: 1:2 Actual: Chico 3:0 #Chico#Llaneros 2026-05-02 21:00 UTC Jaguares vs. Cucuta Predicted outcome: Jaguares✅ Predicted score: 3:2 Actual: Jaguares 2:0 #Jaguares#Cucuta 2026-05-03 20:30 UTC Independiente Medellin vs. Águilas Doradas Predicted outcome: Independiente Medellin❌ Predicted score: 2:1 Actual: Águilas Doradas 1:2 #IndependienteMedellin#guilasDoradas 2026-05-03 20:30 UTC Santa Fe vs. Internacional de Bogota Predicted outcome: Santa Fe✅ Predicted score: 2:1 Actual: Santa Fe 3:1 #SantaFe#InternacionaldeBogota 2026-05-03 20:30 UTC Alianza Valledupar vs. Millonarios Predicted outcome: Millonarios❌ Predicted score: 0:1 Actual: Draw 2:2 #AlianzaValledupar#Millonarios 2026-05-03 20:30 UTC Deportes Tolima vs. Deportivo Cali Predicted outcome: Deportes Tolima❌ Predicted score: 2:1 Actual: Draw 1:1 #DeportesTolima#DeportivoCali 2026-05-03 20:30 UTC Fortaleza FC vs. Bucaramanga Predicted outcome: Fortaleza FC✅ Predicted score: 2:1 Actual: Fortaleza FC 2:1 #FortalezaFC#Bucaramanga 2026-05-03 22:45 UTC Junior vs. Deportivo Pasto Predicted outcome: Junior✅ Predicted score: 2:1 Actual: Junior 4:3 #Junior#DeportivoPasto 2026-05-03 22:45 UTC America de Cali vs. Deportivo Pereira Predicted outcome: America de Cali✅ Predicted score: 3:0 Actual: America de Cali 1:0 #AmericadeCali#DeportivoPereira #Football#ColombiaPrimeraA