teradataml.store.feature_store.models.FeatureGroup.__add__ = __add__(self, other)

Combines two Feature groups.
 
PARAMETERS:
    other :
        Required Argument.
        Specifies another FeatureGroup.
        Types: FeatureGroup
 
RETURNS:
    FeatureGroup
 
RAISES:
    TypeError, ValueError
 
EXAMPLES:
    >>> load_example_data("dataframe", "sales")
    >>> df = DataFrame("sales")
    >>> df
                  Feb    Jan    Mar    Apr    datetime
    accounts
    Alpha Co    210.0  200.0  215.0  250.0  04/01/2017
    Blue Inc     90.0   50.0   95.0  101.0  04/01/2017
    Jones LLC   200.0  150.0  140.0  180.0  04/01/2017
    Orange Inc  210.0    NaN    NaN  250.0  04/01/2017
    Yellow Inc   90.0    NaN    NaN    NaN  04/01/2017
    Red Inc     200.0  150.0  140.0    NaN  04/01/2017
 
    # Example 1: Create two feature groups and then create a new feature
    #            group by combining those two feature groups.
    # Creating first feature group.
    >>> f1 = Feature("sales_Jan", column=df.Jan)
    >>> f2 = Feature("sales_Feb", column=df.Feb)
    >>> entity = Entity(name="sales", columns='accounts')
    >>> data_source = DataSource("sales", source=df.show_query())
    >>> fg1 = FeatureGroup(name="sales_jan_feb", entity=entity, features=[f1, f2], data_source=data_source)
    >>> fg1
    FeatureGroup(sales_jan_feb, features=[Feature(name=sales_Jan), Feature(name=sales_Feb)], entity=Entity(name=sales), data_source=DataSource(name=sales))
 
    # Creating second feature group.
    >>> f3 = Feature("sales_Mar", column=df.Mar)
    >>> f4 = Feature("sales_Apr", column=df.Apr)
    >>> data_source = DataSource("sales_Mar_Apr", source=df.show_query())
    >>> fg2 = FeatureGroup(name="sales_Mar_Apr", entity=entity, features=[f3, f4], data_source=data_source)
    >>> fg2
    FeatureGroup(sales_Mar_Apr, features=[Feature(name=sales_Mar), Feature(name=sales_Apr)], entity=Entity(name=sales), data_source=DataSource(name=sales))
 
    # Combining two feature groups.
    >>> new_fg = feature_group1 + feature_group2
    >>> new_fg
    FeatureGroup(sales_jan_feb_sales_Mar_Apr, features=[Feature(name=sales_Jan), Feature(name=sales_Feb), Feature(name=sales_Mar), Feature(name=sales_Apr)], entity=Entity(name=sales), data_source=DataSource(name=sales))
    >>>