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
🚀 Jamie Dimon Warns of Rising U.S. Debt Risks and Global Deficits
Jamie Dimon has expressed concerns over the increasing risks associated with U.S. debt. According to NS3.AI, Dimon referenced a Congressional Budget Office forecast predicting that the debt-to-GDP ratio will escalate from the current 100% to 120% by 2036. He highlighted that global deficits are currently at 5%, despite the relatively healthy state of the global economy. Dimon also cautioned that a future downturn in the credit cycle could lead to higher-than-anticipated losses in leveraged lending.
#USDebt#GlobalDeficits#DebtToGDP#CreditRisk#LeveragedLending#EconomicForecast
🚀 Global Currency Order Restructuring May Lead to Long-Term Dollar Depreciation
According to Jin10, a report by China International Capital Corporation (CICC) suggests that after the short-term factors boosting the dollar fade, the narrative of global currency order restructuring and the weakening of dollar hegemony may once again dominate market direction. The United States' continuous accumulation of net external debt increases its need for dollar depreciation. The uncertainty surrounding U.S. President Donald Trump's policies and the unresolved risks of dollar 'weaponization' also dampen market demand for U.S. assets. The new Federal Reserve Chair, Walsh, advocates for a 'balance sheet reduction' policy, which could objectively help restore the dollar's credibility if implemented. However, Walsh's policy is constrained by the resilience of the real economy and financial markets, as well as political limitations. Additionally, Trump's foreign, trade, and economic policies continue to negatively impact the dollar's credibility. Considering the overall impact of Walsh and Trump's policies, it is difficult to conclude that the dollar's credibility will improve in the future. We anticipate that the global currency order may continue to restructure, driving the dollar to maintain a long-term depreciation trend.
#GlobalCurrencyOrder#DollarDepreciation#USDebt#DollarHegemony#FederalReserve#MonetaryPolicy#TrumpPolicies#CICCReport#FinancialMarkets#CurrencyRestructuring
🚀 U.S. Public Debt Increases by $571.28 Billion, Reaching $38.969 Trillion
The United States public debt has increased by approximately $571.28 billion this year, reaching a total of $38.969 trillion as of April 7, 2026. According to NS3.AI, this figure encompasses both debt held by the public and intragovernmental holdings. In an interview with NPR, JPMorgan Chase CEO Jamie Dimon expressed concerns that the growing debt burden could pose challenges, potentially leading to higher market rates and reduced demand for U.S. Treasurys.
#USDebt#PublicDebt#USFinance#GovernmentDebt#EconomicNews#USMarkets#Treasury#DebtCrisis#JPMorgan#Macroeconomics
#The_Barron's 🇺🇸📕[PDF]⬇️
13 #October2025
#Weekly_Magazines
For learning, for free(dom).
@backupofmagazines
In this issue, Oracle founder #LarryEllison takes center stage, betting big on #AIInvestment in what may be his boldest move yet. The issue unpacks market jitters over a tech-driven bull run, rising #Gold and #USDebt, and the resilience of #ESG investing. Insights span #Ferrari’s EV gamble, #ImmigrationEconomics, and potential Fed leadership shifts. For savvy investors, Barron’s explores where the smart money is heading—plus, a special “Guide to Wealth” offers survival strategies for volatility. #Oracle#StockMarket#EllisonUnbound#TechBubble#Barrons#RetirementPlanning