Polars

Blazingly fast DataFrames in Rust, Python, Node.js, R and SQL.

Polars is a DataFrame library written in Rust on top of Apache Arrow, with a lazy query engine that parallelises and optimises automatically. It is a common replacement for pandas in Python.

Where this fits in a Python workflow

Read the guide to Rust-powered Python tools: uv, Ruff and Polars →