Tafra: innards of a dataframe
copied from cf-post-staging / tafraA minimalist Python dataframe library — a lightweight alternative to pandas backed by numpy arrays. Provides SQL-style group-by, transform, and join operations with optional C acceleration for single-pass aggregation and hash-based equi-joins.