GPU Acceleration with Polars LazyFrames

In a previous post, I walked through how Polars can be used to process larger-than-memory datasets without needing to setup and maintain a dedicated compute cluster. This was accomplished by taking advantage of the Polars LazyFrame. Unlike a regular DataFrame which executes operations immediately, a LazyFrame builds up a logical query plan and defers execution until you explicitly call a method…