🖥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
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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.
Ng, who had pleaded not guilty to all charges, had been detained for more than 20 months. His channel was said to have contained around 120 messages and photos that incited others to vandalise pro-government shops and commit criminal damage targeting police stations. The initiatives announced by Perekopsky include monitoring the content in groups. According to the executive, posts identified as lacking context or as containing false information will be flagged as a potential source of disinformation. The content is then forwarded to Telegram's fact-checking channels for analysis and subsequent publication of verified information. Telegram desktop app: In the upper left corner, click the Menu icon (the one with three lines). Select “New Channel” from the drop-down menu. Ng Man-ho, a 27-year-old computer technician, was convicted last month of seven counts of incitement charges after he made use of the 100,000-member Chinese-language channel that he runs and manages to post "seditious messages," which had been shut down since August 2020. A few years ago, you had to use a special bot to run a poll on Telegram. Now you can easily do that yourself in two clicks. Hit the Menu icon and select “Create Poll.” Write your question and add up to 10 options. Running polls is a powerful strategy for getting feedback from your audience. If you’re considering the possibility of modifying your channel in any way, be sure to ask your subscribers’ opinions first.
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