Skip to content

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'