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Изворен канал @pythonotes · Post #402 · 22 дек.

Отдельно разберём TaskGroup, который пришел на замену gather в Python 3.11. Ключевые отличия ▫️create_task() возвращает объект asyncio.Task, у которого есть соответствюущие методы управления. То есть у нас больше контроля ▫️это контекстный менеджер, который гарантирует что все таски будут остановлены по выходу из контекста ▫️ошибка автоматически отменяет незавершенные задачи, ▫️except* передает нам ExceptionGroup, в котором каждую ошибку можно обработать отдельно import asyncio import random async def do_it() -> str: if random.random() < 0.1: raise ValueError('Oops') delay = random.uniform(0.5, 1.5) await asyncio.sleep(delay) return delay async def main(): try: async with asyncio.TaskGroup() as tg: for _ in range(10): tasks.append(tg.create_task(do_it())) for t in tasks: print(t.result()) except *ValueError as e: for err in e.exceptions: print(err) asyncio.run(main()) Рекомендую изучить страницу Coroutines and Tasks из документации, где представлено больше интересных примеров и механизмов - таймауты - отмена задач - создание задач из другого потока #async

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@swift_airdrops · Post #5907 · 19.07.2025 г., 15:35

✨ Airdrop Cryptal (FCFS) 💸 Rewards :- VIBE Tokens 👉 Airdrop Link :- https://cryptal.ai/sign-up?ref=0WDAWL1IWC ➖ Log in with your Twitter account ➖ Complete all tasks of the airdrop ➖ Check daily and get more Points #Note :- VIBE Credits will be converted into VIBE tokens after TGE #Cryptal#InfoFi#Vibecredits hurry up

𝐗 𝐀𝐋𝐏𝐇𝐀𝐒

@apksarena · Post #4972 · 28.03.2026 г., 13:40

📰 Tonso AI – Final 3 Campaigns: What Their Latest Updates Actually Mean for You 1. @try_limitless 12000$ $limitless for campaign #limitless 2. @GetYieldFi EDEN boost still running hard on yPRISM vault: 38.8k EDEN/day until March 3 + base tokenized yield (~5.7% APY + YF Points). TVL > $11.6M and growing. Why it matters: Double-dip opportunity (EDEN + vault yield) with only ~8 days left. Simple “why I’m adding now” posts get strong replies and quality Buzz. 3. @multiplifi New highlight: Over $3B credit lines backed by tokenized gold → targeting Middle East gold/equity/RWA markets. Borrow against assets without selling. Why it matters: Real liquidity unlock in a dip. Posts on “tokenized gold as collateral = no forced sales” spark serious discussion & mindshare. These three are the only live ones left. Cysic ZK makes every good post count more (provable impact). Pick one whose latest update actually excites you — post something real about it (your take, personal angle, quick breakdown) while time remains. Which update feels most relevant to you right now? Tria’s TradFi call-out? YieldFi’s EDEN boost? Multipli’s tokenized gold push? Comment below 👇 #TonsoAI#Tria#GetYieldFi#MultipliFi#InfoFi

Venture Village Wall 🦄

@venturevillagewall · Post #4176 · 17.02.2025 г., 22:00

Crypto Twitter Buzzes Over Kaito.ai Crypto Twitter is abuzz with excitement around *kaito.ai*, a promising new player in the InfoFi space. After a revealing conversation with *Kaito.ai* CEO Yu Hu and notable investors like Sequoia and Dragonfly, awareness of the platform skyrocketed after the launch of ChatGPT, significantly boosting *Kaito.ai*'s valuation. Plans for collaboration with early user support are underway, enhancing insights for the platform. Additionally, JP Morgan's unexpected $100 million investment in strategy shares after buying Bitcoin emphasizes shifting perspectives on crypto, showcasing that actions may speak louder than words in the financial world. Meanwhile, a dramatic 500 ETH (approx. $1.5M) was burned with a mysterious message, indicating internal disputes within *Kuande Investment*. Stay tuned for further updates! Read more here #Crypto#KaitoAI#InfoFi#Bitcoin#JP Morgan #USD#ETH#Burn#Investment#WhaleAlert#AI#Tech#Market#Finance#Sequoia#Dragonfly#Earnings#Meme#Trends#Analytics