Check the Wine Quality Prediction application

Steps to be followed in development

Create new env

conda create -n wineq python=3.7 -y

Activate env

conda activate wineq

Created a requirements.txt file install the requirements

pip install -r requirements.txt

Push data to github repository

git init
dvc init
dvc add data_given/winequality.csv

git add .
git commit -m "First commit"

git remote add origin https://github.com/veeruamma/MLOps-dvc-Demo.git
git branch -M main
git push -u origin main

tox command

tox

tox rebuilding

tox -r

pytest command

pytest -v

setup commands

pip install -e .

build your own package commands - builds the tar file

python setup.py sdist bdist wheel