dsdk 1.7.0

An opinionated library to help deploy data science projects

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