Adding Audit Columns to Existing Tables: Comparing Approaches for Large DatasetsThis post compares four different methods to implement this seemingly simple task, helping you choose the right tool for your specific needs.The four approaches compared are: PySpark, Pandas, Dask, and Using Generators.For most cases with 2-5GB files, Dask provides an excellent balance between ease of use and performance.