Introduction to Polars
Advancing Analytics
JANUARY 3, 2024
Lazy Evaluation: Polars can perform eager and lazy execution patterns, skipping redundant processing. In the benchmark tests conducted by H2O.ai , Polars demonstrated superior performance on aggregation tasks by completing the 50GB dataset aggregation in just 143 seconds. agg(pl.col('other_column').mean())
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