Avoiding Overflow in Polars: What Every Python Developer Who Use Polars Should Know
Summary
When working with Polars, a lightning-fast DataFrame library built in Rust and designed for performance, many Python developers are surprised to encounter something they rarely see in standard Python: Overflow.
This post explains why overflow happens in Polars, how it differs from standard Python behaviour, and what you can do to prevent it.