Linear Regression System with CI/CD

The Code

Cloning the code:

git clone https://github.com/budi-kurniawan/linear-regression

Creating A Model:

python simple_linear_regrsssion.py

The model (model.sav file) will be saved to the current directory.

Run the unittest

python -m pytest

Docker

Make sure an app directory has been created
$ cd $PROJECT_DIR
$ docker build --tag lin2023 .
$ docker run -i -p 5000:5000 -d lin2023

To pull the Docker image from Docker Hub

$ docker pull budi2020/lin2023[:tagName]
$ docker pull budi2020/lin2023:v0.0.1