Wineapp

A wine quality prediction app (mostly a mlflow + fastapi in docker tutorial).

How to deploy

From the root folder.

docker compose up

Set-up the project

Set-up the script environent

From the script directory.

python -m venv .venv
source .venv/bin/activate
poetry install --no-root

Fill up the database.

python fill_db.py

Train a model.

python train_model.py

Test the api (might need to restart the api).

python test_api.py 10