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polars dev community skip to content navigation menu search powered by algolia search log in create account dev community close polars follow hide create post posts left menu sign in for the ability to sort posts by relevant latest or top right menu 150m rows under a 4 5 gib cap sqe next to duckdb polars and spark jacob jacob jacob follow nov 3 150m rows under a 4 5 gib cap sqe next to duckdb polars and spark benchmarks duckdb polars iceberg 1 reaction comments add comment 12 min read moderation build a titanic model in python then edit the pipeline visually edwardvaneechoud edwardvaneechoud edwardvaneechoud follow oct 16 build a titanic model in python then edit the pipeline visually python polars datascience machinelearning comments add comment 7 min read moderation polars 2 0 five things that change when you upgrade three of them silently ground truth books ground truth books ground truth books follow oct 12 polars 2 0 five things that change when you upgrade three of them silently polars python dataengineering datascience comments add comment 4 min read moderation geopolars development resumes new features and functionality added to geospatial extension for polars roman dubrovin roman dubrovin roman dubrovin follow oct 11 geopolars development resumes new features and functionality added to geospatial extension for polars geopolars polars geospatial geopandas comments 1 comment 8 min read moderation polars 2 0 released upgrading challenges and solutions for enhanced performance and new features roman dubrovin roman dubrovin roman dubrovin follow oct 6 polars 2 0 released upgrading challenges and solutions for enhanced performance and new features polars sql streaming performance comments add comment 16 min read moderation polars 2 0 is faster with arrowmetal on the apple silicon gpu 52 of 107 queries go 1 35x to 7 94x faster still ai explore ai explore ai explore follow oct 8 polars 2 0 is faster with arrowmetal on the apple silicon gpu 52 of 107 queries go 1 35x to 7 94x faster still python polars gpu apple comments add comment 10 min read moderation python polars cheat sheet fast dataframes for busy engineers muhammad adil muhammad adil muhammad adil follow aug 19 python polars cheat sheet fast dataframes for busy engineers python polars dataframes cheatsheet comments add comment 3 min read moderation sign in for the ability to sort posts by relevant latest or top trending guides resources polars 2 0 released upgrading challenges and solutions for enhanced performance and new features geopolars development resumes new features and functionality added to geospatial extension for p 150m rows under a 4 5 gib cap sqe next to duckdb polars and spark polars 2 0 five things that change when you upgrade three of them silently polars 2 0 is faster with arrowmetal on the apple silicon gpu 52 of 107 queries go 1 35x to 7 9 build a titanic model in python then edit the pipeline visually dev community a space to discuss and keep up software development and manage your software career home dev challenges dev videos dev education tracks dev help advertise on dev organization accounts dev showcase about contact free postgres database dev shop mlh code of conduct privacy policy terms of use built on forem the open source software that powers dev and other inclusive communities made with love and ruby on rails dev community 2016 2026 we re a place where coders share stay up to date and grow their careers log in create account