The Teradata Package for Python (teradataml), which is Teradata's Python package for client-side scripts, is extended with support for Azure Machine Learning. This support is included in the tdapiclient library.
Microsoft provides the following SDK for Python to interact with Azure Machine Learning: Azure Machine Learning SDK for Python.
Many of the Azure Machine Learning APIs are callable through tdapiclient, including the following:
| Azure Machine Learning Interface | Supported through tdapiclient? |
|---|---|
| Workspace | Supported, internally created when user calls fit Method. |
| Predictors | Supported, internally created when user calls fit Method. |
| AutoMLConfig | Supported |
| ScriptRunConfig | Supported |
| Model | Supported for prediction and Teradata BYOM deployment. |
| Model.deploy | Supported, internally called when user calls deploy Method with argument platform="az-webservice" specified. |
The teradataml Azure extension library (tdapiclient) includes the following functions and interfaces.