moiseberthe / dockerized-python-app

Python application consisting of Streamlit, FastAPI, and MongoDB in Docker containers

Docker project with Streamlit, FastAPI and MongoDB

This project is a demonstration of using Docker Compose to run a Python application consisting of Streamlit, FastAPI, and MongoDB in Docker containers.

Prerequisites

Make sure you have Docker and Docker Compose installed on your machine.

• Docker
• Docker Compose

Clone project

git clone https://github.com/moiseberthe/dockerized-python-app.git

Project structure

• client/: Application Streamlit
• server/: Application FastAPI
• utils/: train models for iris and penguins classification

Docker setup

The Docker files (client/Dockerfile and server/Dockerfile) contain the build configurations for the Streamlit and FastAPI services.

The docker-compose.yml file contains the Docker configuration for the services.

Build and run containers

docker compose up --build

The project will be accessible at the following address:

• Streamlit: http://localhost:8501
• FastAPI: http://localhost:8000

App setup

Make sure to adjust the application files (client/app.py and server/app.py) according to your needs.