HOW TO OPERATIONALIZE PUBLISHED MODEL, SAMPLE PYTHON FLASK APPLICATION
This app shows how to load pre-trained model from azure blob storage, Initialize the flask app once with the model, and start serving callers with REST API. The related blog article can be found here.
Functionality in short:
- Read model file(s) from Azure Blob Storage
- Initialize the actual model once.
- Start flask app to serve REST API calls on http-connections.