[Programming] My Good Enough Python Starter

[banditelol]

My Good Enough Python Starter

Goal

Contenders

My Requirements

• Makefile (with helpers)
• pre-commit (config) and optionally CI
• poetry / (piptools + mamba)
• DVC or ClearML
• Generic Entry point (Start with click main / fastapi / streamlit)
• Dockerfile and docker-compose.yaml
• .envrc for direnv
• optionally documentation
• dev config
  • .vscode
  • python tools dotfiles
  • .gitignore
  • .dockerignore
  • optionally devcontainer

The Design

The Result

Originally posted by @banditelol in https://github.com/banditelol/public-notes/issues/4#issuecomment-1430991200

[banditelol]

Some additional ideas worth visiting:

• devcontainer for hypermodern python (example repo)
• Keras Computer Vision devcontainer

[banditelol]

Currently I have poetry heavy setup, consider using it together with conda for data science work, or just use pip-tools like in fsdl for lighter-weight alternative. Also find out whether mamba has ways to directly work with pyproject.yaml

Oh while on conda topic, read conda setup on pythonspeed for inspiration using it with docker.