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Sailfish provides helpful utilities and pipelines to optimize Pandas dataframes. This Sailfish projectreplaces pd-helper 1.0.0 which is deprecated with sailfish 1.0.0.

Project description

sailfish

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Sailfish provides data engineering and management utilities to apply common optimizations to Pandas Dataframes.

Sailfish primarily works by identifying the optimal data type for each column. For example, for integer-only columns, it may be possible to have a datatype of int32 versus int64 which can save roughly have the memory. On big datasets, these types of optmizations can provide tremendous savings.

This project replaces the pd-helper project as of pd-helper 1.0.1; sailfish is basically pd-helper 2.0.0.

Install

pip install sailfish

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