FeaturesConfig

class datarobotx.FeaturesConfig(AutoTS=None, SAFER=None, primary_location_column=None)

Featurization configuration.

Parameters that default to ‘None’ (or are omitted by the user) are overridden to server-side defaults at runtime. Consult the DataRobot REST API and GUI documentation for additional information on each parameter.

Parameters:

• AutoTS (dict or FeaturesAutoTSConfig) – Time series featurization configuration

• SAFER (dict or FeaturesSAFERConfig) – SAFER configuration

• primary_location_column (str) – Primary geospatial location column.

See also

DRConfig

Configuration object for DataRobot project and autopilot settings, also includes detailed examples of usage

Attributes:

AutoTS	Time series featurization configuration.
primary_location_column	Primary geospatial location column.
SAFER	SAFER configuration.

Inherited methods:

keys()	rtype: Collection[str]
to_dict()	Return configuration as a dict.

property AutoTS: FeaturesAutoTSConfig

Time series featurization configuration.

Notes

AutoTS : dict or FeaturesAutoTSConfig

property SAFER: FeaturesSAFERConfig

SAFER configuration.

Notes

SAFER : dict or FeaturesSAFERConfig

property primary_location_column: str

Primary geospatial location column.

Notes

primary_location_column : str

to_dict()

Return configuration as a dict.

Return type:

Dict[str, Any]