We are happy to announce Python Polars 1.0!
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@DataPolars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust.
- We're very happy to announce that @nvidia and Polars will work together to bring GPU acceleration to Polars DataFrames! 🚀💯
- Together with NVIDIA RAPIDS we bring GPU acceleration to Polars! Read more in our release blog:
- Polars 0.16.0 is out! github.com/pola-rs/polars… A few breaking changes that lead to more strictness and more consistency. It feels good to ditch mistakes!
- Happy New Year! With a new Python Polars release: github.com/pola-rs/polars… A new Rust Polars release: github.com/pola-rs/polars… And a new release for Polars plugins: github.com/pola-rs/pyo3-p… Oh.. And polars now supports plotting😎
- Hugging face just merged Polars integration 🐻❄️Rust 🦀 is sooo fast for querying data :o We just merged support for Polars and it's a blast ! Explore any dataset on 🤗 at ⚡ speed:
- 🤗 x Polars! Polars now supports native reading from @huggingface datasets. Check out our latest blog to learn more about it:
- We surpassed 25.000 Github Stars yesterday!! 🐻❄️🚀
- Export your Polars DataFrame directly to pytorch with the new `to_torch` export. See more in this weeks release guide:
- You can read the pre-release of the first chapters of the upcoming O'Reilly polars book. Join our discord to download the PDF: discord.com/invite/4UfP5cf…The first two chapters of our book Python Polars: The Definitive Guide have just been released! It ain't much, but it's honest work. @thijsnieuwdorp and I are working hard on the remaining 16 chapters. We'll keep you posted.
- Polars 0.15 is released.🐻❄️ Parts of the query engine are rewritten and we have seen up to 20% performance increase because of it and huge decreases of RAM usage. Next releases will increase performance of parquet reading. 🚀
- Python polars 0.20.4 is released with as highlights: - Full support for the DataFrame interchange protocol. - A lot of extra SQL functions - Better hive partition pruning - Many new expressions for the Array datatype See the full changelog here:
- Polars 0.16.10 is out. Only 5 days in the making, but you wouldn't say that... - full out-of-core sort - writing to excel - writing to databases - streamable UDFS - skipping of entire parquet pages on `is_in` and equality queries. - decimal datatypes ...
