Packages to Investigate

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  • jmespath
  • Tabnine

Bulwark

|-|-| |github: |https://github.com/zaxr/bulwark|

I definitely want to try this out with kedro.

Bulwark is a package for convenient property-based testing of pandas dataframes, supported for Python 3.5+.

Example

    import bulwark.decorators as dc

    @dc.IsShape((-1, 10))
    @dc.IsMonotonic(strict=True)
    @dc.HasNoNans()
    def compute(df):
        # complex operations to determine result
        ...
    return result_df


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