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 must be stored in Vantage. Users can store the models in any table in Vantage. The table must have at least the following two columns:
| Column Name | Column Type |
|---|---|
| model_id | VARCHAR(of any length) |
| model | BLOB |
- These functions are available based on Vantage version.
- Import these functions only after establishing the connection to Vantage.
These functions may not work properly if these are imported before context creation.
- You can check whether these functions are available or not by running the function display_analytic_functions().
- If these functions are available for the corresponding Vantage version, then display_analytic_functions() displays those functions.
- Otherwise, these functions are not displayed in display_analytic_functions() output.
- Supported External Model Types
- teradataml APIs that enable end users to process BYOM data:
- save_byom() saves a BYOM model in Vantage
- list_byom() lists all available BYOM models from Vantage
- retrieve_byom() retrieves a specific model from Vantage
- delete_byom() deletes a BYOM model from Vantage
- set_byom_catalog() sets the BYOM model catalog information
- set_license() sets the License information
- get_license() gets the License information
- BYOM Workflows