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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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ART UNITES THE WORLD

@artunitesworld · Post #166 · 05.03.2026 г., 14:50

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🖼 NFT + Physical Art - One of the Key Trends of 2026 The digital asset market is evolving rapidly. Just a few years ago, NFTs were primarily associated with digital images. Today, however, a new ownership model is emerging - a hybrid of physical art and blockchain technology. In 2026, this trend is accelerating: collectors, artists, and technology ecosystems are combining classical artworks with NFT passports secured on the blockchain. 🫥 What does this change? 🔹 Authenticity - a digital certificate verifies authorship and provenance. 🔹 Transparency - ownership history is recorded and cannot be altered. 🔹 Security - significantly reduces the risk of counterfeiting. 🔹 Liquidity - the asset can be integrated into the digital environment and participate in Web3 tools. 🔹 A new ownership model - a physical object receives a unique digital identifier. 🧬 In essence, we are witnessing the emergence of a new asset class: Art + Blockchain = a hybrid form of value. This is no longer an experiment or the NFT hype wave of 2021. It represents a more mature phase of market development - where technology enhances traditional art rather than replacing it. 🌍 Global practice shows that digital asset identification is becoming the standard. Art is one of the first sectors where this transformation is especially logical. To better understand how art meets blockchain, we invite you to explore DigitalExchange.art 🚀 Within the MirraCoin ecosystem, we are not only closely following this direction - we are actively building blockchain integrations, because the future of the digital economy is being shaped by exactly these hybrid solutions. 🚀 The future of assets is not “digital instead of physical.” 🚀 The future is synergy. • Physical value. • Digital protection. • Transparent history. • Web3 integration. 🇷🇺 In Russia, this global trend is only beginning to scale - together with the MirraCoin.io ecosystem 😎 #MirraCoin#MIRRC#NFT#DigitalExchangeArt#Blockchain#Web3#Art#Cryptocurrency#FutureOfRussia#CryptoNews#MadeInRussia @MirraChannel😎

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#mirracoin #mirrc #nft #digitalexchangeart #blockchain #web3 #art #cryptocurrency #futureofrussia #cryptonews #madeinrussia