When API_Request in-database function is running with Amazon SageMaker, it has the following input requirements.
Input table columns are used to form the model input for SageMaker deployed models.
START_KEY_INDEX can be used to make few columns pass through without going to SageMaker models.
Along with the input table, ENDPOINT, AUTHORIZATION are required arguments. If endpoint is multi-model endpoint, TARGET_MODEL is also required.
Supported Input Data Types
API_Request supports following data types.
In CSV and JSON content types, all columns are serialized into string and then a csv/json structure is formed.
| Data Type Category | Teradata Data Type |
|---|---|
| Numeric |
|
| Character |
|
| DateTime |
|