Task: Optimize Indexed Look-ups in Polars DataFrames

Task: Optimize Indexed Look-ups in Polars DataFrames: a task in Terminal-Lego-15k (Harbor dataset). When working with large Polars DataFrames that are fully loaded in memory, performing ad-hoc row look-ups by key columns can be slow using the naive .filter() approach. Each row is uniquely indexed…