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add parameter to coerce non-numeric values to NaN during validation #4

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add parameter to coerce non-numeric values to NaN during validation #4

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2 changes: 1 addition & 1 deletion pandas_schema/validation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -204,7 +204,7 @@ def default_message(self):
return 'was not in the range [{}, {})'.format(self.min, self.max)

def validate(self, series: pd.Series) -> pd.Series:
series = pd.to_numeric(series)
series = pd.to_numeric(series, errors='coerce')
return (series >= self.min) & (series < self.max)


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