df | FeatureProcess Property | Teradata Package for Python - df - Teradata Package for Python

Use the df property to return the DataFrame that is used to ingest features while running the feature process.

Example setup

>>> load_example_data('dataframe', 'sales')
>>> df = DataFrame("sales")

Example

Create a feature process.

>>> fp = FeatureProcess(repo="vfs_test",
...                     df=df,
...                     entity="accounts",
...                     features=["Jan", "Feb", "Mar", "Apr"]
...                     )

>>> fp.df

     accounts    Feb    Jan    Mar    Apr    datetime
0    Blue Inc   90.0   50.0   95.0  101.0  04/01/2017
1    Alpha Co  210.0  200.0  215.0  250.0  04/01/2017
2   Jones LLC  200.0  150.0  140.0  180.0  04/01/2017
3  Yellow Inc   90.0    NaN    NaN    NaN  04/01/2017
4     Red Inc  200.0  150.0  140.0    NaN  04/01/2017
5  Orange Inc  210.0    NaN    NaN  250.0  04/01/2017