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Руководство_по_ускорению_и_оптимизации_Python_кода.pdf
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🖥 Гайд по ускорению Python, который реально стоит прочитать 🔥

Без лишней теории — только рабочие практики, которые используют разработчики в боевых проектах.

Внутри:
• Как искать bottleneck'и и профилировать код
• Где и когда использовать Numba, Cython, PyPy
• Ускорение Pandas, NumPy, переход на Polars
• Асинхронность, кеши, JIT, сборка, автопрофилировка — всё по полочкам
• Только нужные инструменты: scalene, py-spy, uvloop, Poetry, Nuitka

⚙️ Написано просто, чётко и с прицелом на production.

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🖥 Гайд по ускорению Python, который реально стоит прочитать 🔥

Без лишней теории — только рабочие практики, которые используют разработчики в боевых проектах.

Внутри:
• Как искать bottleneck'и и профилировать код
• Где и когда использовать Numba, Cython, PyPy
• Ускорение Pandas, NumPy, переход на Polars
• Асинхронность, кеши, JIT, сборка, автопрофилировка — всё по полочкам
• Только нужные инструменты: scalene, py-spy, uvloop, Poetry, Nuitka

⚙️ Написано просто, чётко и с прицелом на production.

📌 Полная версия онлайн

@pythonl

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"Your messages about the movement of the enemy through the official chatbot … bring new trophies every day," the government agency tweeted. Either way, Durov says that he withdrew his resignation but that he was ousted from his company anyway. Subsequently, control of the company was reportedly handed to oligarchs Alisher Usmanov and Igor Sechin, both allegedly close associates of Russian leader Vladimir Putin. But Kliuchnikov, the Ukranian now in France, said he will use Signal or WhatsApp for sensitive conversations, but questions around privacy on Telegram do not give him pause when it comes to sharing information about the war. On February 27th, Durov posted that Channels were becoming a source of unverified information and that the company lacks the ability to check on their veracity. He urged users to be mistrustful of the things shared on Channels, and initially threatened to block the feature in the countries involved for the length of the war, saying that he didn’t want Telegram to be used to aggravate conflict or incite ethnic hatred. He did, however, walk back this plan when it became clear that they had also become a vital communications tool for Ukrainian officials and citizens to help coordinate their resistance and evacuations. "The argument from Telegram is, 'You should trust us because we tell you that we're trustworthy,'" Maréchal said. "It's really in the eye of the beholder whether that's something you want to buy into."
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