|-|-| |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+.
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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