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Adding Audit Columns to Existing Tables: Comparing Approaches for Large Datasets

  • Adding Audit Columns to Existing Tables: Comparing Approaches for Large Datasets
  • This 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.

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