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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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Crypto M - Crypto News

@CryptoM · Post #65423 · 13.04.2026 г., 07:05

🚀 Varys Capital's Tom Dunleavy Highlights Dramatic Shift in Crypto Funding Landscape The cryptocurrency market has experienced a significant shift in its funding environment over the past six months, according to Odaily. Tom Dunleavy, Head of Venture Capital at Varys Capital, shared on X that the process for venture capitalists (VCs) to secure promising projects has changed drastically. Previously, VCs had to engage in extensive networking, content creation, podcast appearances, and numerous calls to attract investments. Now, simply having available funds is sufficient, as projects are actively seeking out VCs. Currently, most VC firms are in one of three states: they have exhausted their funds, shifted focus to later-stage investments (Series A and beyond), or are in the process of fundraising, albeit with difficulty. Fundraising timelines have extended from 2-3 weeks to 2-3 months. Projects with questionable business models or those merely replicating the latest trends are struggling to secure new or follow-up funding, which Dunleavy views as a positive development. There are fewer than 20 firms actively investing in pre-seed or seed rounds. VCs now have the luxury of selecting projects more carefully and conducting thorough due diligence. The investment cycle of 2025-2026 is anticipated to be a historic 'golden opportunity,' provided VCs can endure the current market conditions. #CryptoFunding#VentureCapital#CryptoMarket#PreSeed#SeedInvestment#DueDiligence#InvestmentTrends#CryptoVC#FundingLandscape#GoldenOpportunity