This directory contains an example for running Gunicorn in Gramine, including the Makefile and a template for generating the manifest. Gunicorn is a webserver to deploy Flask application in Python. Although, Flask comes with an internal webserver, this is widely considered to be not viable for production. Common practice in production is to put Flask behind a real webserver that communicates via the WSGI protocol. A common choice for that webserver is Gunicorn. Users can protect their confidentiality and integrity of the Python based ML APIs and models using Gramine for a more secure production deployment using Gunicorn. For more documentation, refer to https://docs.gunicorn.org/en/stable/.
Please run the following command to install Gunicorn and its dependencies on Ubuntu 22.04:
sudo apt-get install python3 python3-flask gunicorn
Run make (non-debug) or make DEBUG=1 (debug) in the directory.
Run make SGX=1 (non-debug) or make SGX=1 DEBUG=1 (debug) in the directory.
Here's an example of running Gunicorn under Gramine:
Without SGX:
gramine-direct gunicorn
With SGX:
gramine-sgx gunicorn