The Bring Your Own Model feature in Vantage provides flexibility to score data in Vantage using external models.
To score data using external models, the model files should be stored in Vantage. Users can store the models in any table in Vantage. The table should have at least the following two columns:
| Column Name | Column Type |
|---|---|
| model_id | VARCHAR(of any length) |
| model | BLOB |
teradataml offers APIs that enable end users to process BYOM data:
- Save a BYOM model in Vantage, using save_byom();
- List all available BYOM models from Vantage, using list_byom();
- Retrieve a specific model from Vantage, using retrieve_byom();
- Delete a BYOM model from Vantage, using delete_byom().