Polars is a lightning fast DataFrame library/in-memory query engine with parallel execution and cache efficiency. And now you can use is with the tidyverse syntax: https://www.tidypolars.etiennebacher.com/ #rstats #polars #optimisation
www.tidypolars.etiennebacher.comMore Efficient Tidyverse Code, Using Polars in the BackgroundPolars is a cross-language tool for manipulating very large data. However, one drawback is that the R implementation has a syntax that will look odd to many R users who are not used to Python syntax. The objective of tidypolars is to improve the ease-of-use of Polars in R by providing tidyverse syntax to polars.
Kisters provides real-time flood warnings—but traffic spikes made scaling costly. We helped them build a Rust-based system using Polars to process data efficiently across servers, edge, and browsers (WASM)—keeping performance high and costs low.
