Overview
An opinionated library to help deploy data science projects
- Free software: MIT license
Install
pip install "."
Develop, Lint & Test
Setup virtual environment:
python3.10 -m venv .venv
Or setup homebrew virtual environment:
brew install python@3.10
/opt/homebrew/Cellar/python@3.10/.../Frameworks/Python.framework/Versions/Current/bin/python@3.10 -m venv .venv
Once virtual environment is setup:
. .venv/bin/activate
pip install -U pip setuptools wheel
pip install -e ".[dev]"
pre-commit install
Session:
. .venv/bin/activate
pytest
...
pre-commit run --all-files
...
git commit -m 'Message'
...
deactivate
CI/CD Lint & Test:
docker compose up test
docker compose up pre-commit
docker compose up build-wheel && docker compose up install-wheel
...
docker compose down
