devops-for-data

Tutorial project for setting up devops flows for data engineers & scientists

Makefile

Contains commands used locally and in CI/CD flow

• make install
• make init-local

Pipenv

Pipenv is now setup.

Use pipenv shell or pipenv run pytest Dependencies via Pipfile & Pipefile.lock

Can be pushed to:

• requirements.txt
• requirements-dev.txt

Precommit

Hooks that check that all depencies are in order before pushing

pre-commit install pre-commit run --all-files

Setup

setup.py, setup.cfg and .bumpversion.cfg to keep all versions and metadata condensed

Github Actions

CI/CD flow