Prerequisites to run teradataml open-source machine learning functions when your local machine is connected to VantageCloud Lake:
- Execution of the teradataml open-source machine learning functions depends on APPLY table operator.
- Permissions are preconfigured during database installation.
- You can set up a user environment with required packages using teradataml Open Analytics APIs. Once the user environment is created, you can set the following to make sure teradataml open-source machine learning functions could use the environment.
from teradataml import configure
confgiure.openml_user_env = <Object of UserEnv class>
- If no configuration option is provided by the user, teradataml open-source machine learning functions use the default openml_env user environment.
This default environment has latest Python and scikit-learn versions that are supported by Open Analytics Framework at the time of creating environment.
- Version of the Python package installed must be same on both local system and VantageCloud Lake user environment.