fdl.Column

Represents a column of a dataset.

Input ParameterTypeDefaultDescription
namestrNoneThe name of the column
data_typefdl.DataTypeNoneThe fdl.DataType object corresponding to the data type of the column.
possible_valuesOptional [list]NoneA list of unique values used for categorical columns.
is_nullableOptional [bool]NoneIf True, will expect missing values in the column.
value_range_minOptional [float]NoneThe minimum value used for numeric columns.
value_range_maxOptional [float]NoneThe maximum value used for numeric columns.
column = fdl.Column(
    name='feature_1',
    data_type=fdl.DataType.FLOAT,
    value_range_min=0.0,
    value_range_max=80.0
)