Represents a column of a dataset.
Input Parameter | Type | Default | Description |
---|---|---|---|
name | str | None | The name of the column |
data_type | fdl.DataType | None | The fdl.DataType object corresponding to the data type of the column. |
possible_values | Optional [list] | None | A list of unique values used for categorical columns. |
is_nullable | Optional [bool] | None | If True, will expect missing values in the column. |
value_range_min | Optional [float] | None | The minimum value used for numeric columns. |
value_range_max | Optional [float] | None | The 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
)