cape_privacy.spark.transformations.rounding

NumericRounding Objects

class NumericRounding(base.Transformation)

Reduce the precision of a numeric series

Round each value in the series to the given number of digits.

Attributes:

• dtypes dtypes.Numerics - series type.
• precision int - set the number of digits.

DateTruncation Objects

class DateTruncation(base.Transformation)

Reduce the precision of a date series

Truncate each date in a series to the unit (year or month) specified by frequency.

Attributes:

• frequency string - expect to be 'year' or 'month'