Why Polars Replaces Pandas in Production: Lazy Evaluation, Memory Efficiency, and the Migration Path
A comprehensive comparison of Polars and Pandas for production data engineering, covering lazy evaluation, memory efficiency, parallel execution, migration patterns, and real-world benchmarks from replacing Pandas in production pipelines.
• Aryanto, M.Si