Template for deploying ML models using Flask + Gunicorn + Nginx inside Docker
Running the solution
In order to run this solution, you just have to install Docker, Docker compose, then clone this repository, and then:
For Docker installation instructions follow:
Understanding the solution
— The detailed way: check my Medium post regarding this solution.
— The fast way: the project is structured as follows: Flask app and WSGI entry point are localed in flask_app directory. Nginx and project configuration files are located in nginx directory. Both directories contain Docker files that are connected using docker_compose.yml file in the main directory.
For simplicity, I also added run_docker.sh file for an even easier setting-up and running this solution.
. ├── flask_app │ ├── app.py │ ├── wsgi.py │ └── Dockerfile ├── nginx │ ├── nginx.conf │ ├── project.conf │ └── Dockerfile ├── docker-compose.yml └── run_docker.sh