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Оказывается вышел пре-релиз версии 6.0 библиотеки Plotly для визуализации данных [1] самое интересное там это то что они перешли на библиотеку Narwhals [2] которая позволяет работать с условно любой библиотекой для датафреймов и сохранять совместимость с pandas. Например, это такие библиотеки как: cuDF, Modin, pandas, Polars, PyArrow

Собственно и автор Plotly пишет про то что для не-pandas датафреймов всё ускоряется в 2-3 раза [3].

По всем параметрам хорошая штука, надо использовать на практике.

Ссылки:
[1] https://github.com/plotly/plotly.py/releases/tag/v6.0.0rc0
[2] https://github.com/narwhals-dev/narwhals
[3] https://www.linkedin.com/posts/marcogorelli_plotly-60-%F0%9D%90%A9%F0%9D%90%AB%F0%9D%90%9E%F0%9D%90%AB%F0%9D%90%9E%F0%9D%90%A5%F0%9D%90%9E%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%9E-is-out-activity-7267885615096991744-2ORl?utm_source=share&utm_medium=member_desktop

#opensource #dataviz #dataframes



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Оказывается вышел пре-релиз версии 6.0 библиотеки Plotly для визуализации данных [1] самое интересное там это то что они перешли на библиотеку Narwhals [2] которая позволяет работать с условно любой библиотекой для датафреймов и сохранять совместимость с pandas. Например, это такие библиотеки как: cuDF, Modin, pandas, Polars, PyArrow

Собственно и автор Plotly пишет про то что для не-pandas датафреймов всё ускоряется в 2-3 раза [3].

По всем параметрам хорошая штука, надо использовать на практике.

Ссылки:
[1] https://github.com/plotly/plotly.py/releases/tag/v6.0.0rc0
[2] https://github.com/narwhals-dev/narwhals
[3] https://www.linkedin.com/posts/marcogorelli_plotly-60-%F0%9D%90%A9%F0%9D%90%AB%F0%9D%90%9E%F0%9D%90%AB%F0%9D%90%9E%F0%9D%90%A5%F0%9D%90%9E%F0%9D%90%9A%F0%9D%90%AC%F0%9D%90%9E-is-out-activity-7267885615096991744-2ORl?utm_source=share&utm_medium=member_desktop

#opensource #dataviz #dataframes

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