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Изворен канал @pythonotes · Post #396 · 9 окт.

7.09.2025 состоялся релизPithon 3.14! На фоне хайпа про NoGIL всё позабыли про другие фичи. Особенно про Multiple Interpreters, который обещает изоляцию процессов но с эффективностью потоков! На сколько действительно это будет эффективно мы узнаем позже, потому что сейчас это лишь первый релиз с ограничениями и недоработками. Но что там про NoGIL? Теперь этот режим не экспериментальный, а официально поддерживаемый, но опциональный. Чтобы запустить без GIL нужна специальная сборка. И перед стартом нужно объявить переменную PYTHON_GIL=0 Для вас я собрал готовый репозиторий где достаточно запустить скрпит, который всё сделает: ▫️ соберет релизный Python 3.14 в новый Docker-образ ▫️ запустит тесты в контейнере (GIL, NoGIL, MultiInterpreter) ▫️ распечатает результаты Тест очень простой, усложняйте сами) Вот какие результаты у меня: === Running ThreadPoolExecutor GIL ON TOTAL TIME: 45.48 seconds === Running ThreadPoolExecutor GIL OFF TOTAL TIME: 6.14 seconds === Running basic Thread GIL ON TOTAL TIME: 45.54 seconds === Running basic Thread GIL OFF TOTAL TIME: 4.74 seconds === Running with Multi Interpreter TOTAL TIME: 18.30 seconds Если сравнивать GIL и NoGIL, то на мои 32 ядра прирост х7-x10 (почему не х32? 🤷). При этом нам обещают что скорости будут расти с новыми релизами. Режим без GIL похож (визуально) на async, тоже параллельно, тоже не по порядку. Но это не IO! и от того некоторый диссонанс в голове 😵‍💫, нас учили не так! Интересно, что чистый Thread работает быстрей чем ThreadPoolExecutor без GIL. Ну и где-то плачет один адепт мульти-интерпретаторов😭 Теперь нужно искать где они могут пригодиться с такой-то скоростью. Скорее всего своя область применения найдется. Отдельно я затестил память и вот что вышло на 32 потока: ThreadPoolExecutor GIL ON 305.228 MB ThreadPoolExecutor GIL OFF 500.176 MB basic Thread GIL ON 90.668 MB basic Thread GIL OFF 472.444 MB with Multi Interpreter 1267.788 MB Пока не знаю как к этому относиться) В целом - радует направление развития! #release

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Trump's Ear

@trumpsear_tg · Post #1698 · 28.10.2025 г., 18:03

💼Former U.S. Trade Representative Roy Kirk, who served in the Obama administration, has criticized President Donald Trump’s trade negotiations, warning that his aggressive style is creating confusion and hardship for American exporters. 🇺🇸 According to Kirk, Trump's pattern of threatening tariffs and then retreating after market backlash is doing more harm than good. 📉 🗣️“The president will be spooked by something, get a little bit upset, threaten more tariffs,” he said, adding that in the case of a negative reaction in the markets, he will then announce that “we’re on the precipice of a deal.” Kirk said this during his appearance on CNBC’s Squawk Box on Monday. 📺 See Also 👉Ronald Reagan ‘Didn’t Love Tariffs,’ Says Economist Paul Krugman: He Repeatedly Emphasized ‘The Virtues of Free Trade’ Kirk said that the unpredictable nature of U.S. trade policy under Trump is causing a lot of frustration among American companies that are trying to plan for the future. 🏭 ⚠️ The consequences of Trump’s “macho” trade tactics are being felt by ordinary exporters. 💬“They're having to pay the price for this macho,” he said, citing examples of soy farmers, cattle farmers, and other small businesses. 🌾🐄 #Trump#Tariffs#SmallBusiness 👂More on Trump's Ear ⚠️

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Venture Village Wall 🦄

@venturevillagewall · Post #3604 · 20.12.2024 г., 17:23

Navigating AI Opportunities & Threats Explore how AI presents both challenges and opportunities for small businesses. While larger firms dominate the market, many entrepreneurs can thrive with modest revenue targets. AI could lead to the decline of SaaS businesses due to cost-effective alternatives. However, it allows individuals to quickly replicate and improve existing applications, catering to proven market needs. Though scaling to $500M ARR is tough in niches, a small investment can create meaningful products. Innovators can introduce multiple unique offerings, even in shadow of larger tech giants. #AI#SaaS#Business#Investment#Tech#Entrepreneurship#Revenue#ProductDevelopment#Innovation#Market#Growth#Web3#Startups#Opportunity#Threats#SmallBusiness#Investors#ExistingMarket#Applications#PMF#CostEfficiency

Venture Village Wall 🦄

@venturevillagewall · Post #3588 · 20.12.2024 г., 10:29

AI Marketer Launches for $29 Introducing Nikolai's service, MarketOwl, which provides virtual marketing teams for small businesses. The AI-driven platform automates content creation and identifies potential customers. Currently, it supports around 100 users monthly, generating about $3k in revenue. The concept originated from Nikolai's observations of small companies lacking marketing resources, expertise, and time. After initial failures with a marketing strategy MVP, he pivoted to develop the AI marketer. Engagements in a dedicated subreddit led to high conversion rates for subscriptions. Successful products arise from addressing real audience problems. To effectively enter the market, consider using the Plan-Kapkan consisting of 35 steps for launching. #MarketOwl#AI#Marketing#ContentCreation#SmallBusiness#SaaS#VirtualTeam#Startup#Entrepreneurship#MVP#ProblemSolving#Automation#CustomerAcquisition#AudienceEngagement#Subscription#Revenue#Strategy#PlanKapkan#BusinessGrowth#MarketingTools