A new star is rising in the Python ecosystem. Polars is a blazing fast DataFrames library in Rust & Python with PySpark-like syntax.

Declarative Programming is a programming paradigm that focuses on describing what should be computed in a problem domain without describing how it should be done. The post starts by explaining differences between a declarative and imperative approach with the help of examples from everyday life.