An opinionated library to help deploy data science projects
Project description
Overview
An opinionated library to help deploy data science projects
- Free software: MIT license
Install
pip install "."
Develop, Lint & Test
Setup:
python3.10 -m venv .venv
. .venv/bin/activate
pip install ".[dev]"
pre-commit install
Session:
. .env/bin/activate
docker-compose up --build postgres &
...
CONFIG=./local/test.yaml ENV=./secrets/example.env pre-commit run --all-files
...
CONFIG=./local/test.yaml ENV=./secrets/example.env git commit -m 'Message'
...
docker-compose down
deactivate
Rebuild the postgres container and remove the docker volume if the database schema is changed.
CI/CD Lint & Test:
docker-compose up --build test &
...
docker-compose down
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