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
#Beijing_Review🇨🇳📕[PDF]⬇️
27 #November2025
#Weekly_Magazines
For learning, for free(dom).
@backupofmagazines
This issue explores how China is moving beyond carbon with broader #ClimateAction shaping its next-stage #Sustainability agenda. Features highlight the “Great Green Shift,” Shenzhen’s zero-carbon urban experiments, and debates on #RareEarths as global competition intensifies. Opinion pieces examine Japan’s emerging geopolitical alignment and how industrial modernization supports the #EnergyTransition. Cultural coverage looks at Silk Road relics and evolving global cinema. A special report questions whether children’s smart watches have gone too far, adding a tech-and-society lens to this week’s #ChinaEconomy narrative.
🚀 Commodities to Outshine Stocks Amid Geopolitical and Economic Turmoil, Says Bank of America Strategist
Bank of America strategist Michael Hartnett has indicated that investors should pivot towards the commodities market in the coming years, as this asset class is poised to benefit from global geopolitical and macroeconomic instability. According to Jin10, the ongoing Middle East conflicts and the race in artificial intelligence have heightened concerns over supply chains. Governments worldwide are striving to curb the soaring prices of energy and other natural resources, which impact industries and consumers, while also ensuring the supply of critical minerals like rare earths, essential for manufacturing and technology.
Hartnett suggests that for the remainder of this decade, commodities will replace stocks as the primary choice for investors seeking to hedge against risks, inflation, and a weakening dollar. This shift is expected as investors move away from equities in favor of commodities, which are anticipated to become the biggest winners in the "buy anything but bonds" trade. The strategist also notes that excessive fiscal expansion could lead to more frequent bear market rallies in government bonds rather than sustained bull markets.
#Commodities#Stocks#Geopolitics#Macroeconomics#Investment#Inflation#Energy#RareEarths#SupplyChain#AI#FiscalPolicy#MarketTrends
An analysis of the list of agreements signed during Shavkat Mirziyoyev’s November 2025 visit to the United States. Cooperation areas include rare earth metals, technology, water systems, aviation, and agriculture.
https://yep.uz/en/2025/11/uzbekistan-us-agreements-list-analysis/
#c5plus1#uzbekistan#usatrade#investments#economicpartnership#rareearths#infrastructure#ai#aviation#agriculture