modernise ds-cookiecutter

[sqr00t]

Suggestions (command-line based control):

1. Support command line tool frameworks such as click, eliminate Makefile *
   • Enable initiation of modular components when projects are extended, i.e.:
     • package_name init serve - generates boilerplate and folders for making a fastAPI app
     • package_name serve --port/ -p - runs app with parameters
     • package_name init poetry/ pip/ pixi - initiates poetry.toml/ requirements.txt, prioritising poetry
     • package_name init docker dev initiates dev container boilerplates
     • package_name init docker serve initiates Docker related boilerplate on top of serving scripts
2. Switch to using Poetry/ Pixi for dependency management *
3. Use ruff in place of flake8, + other rust alternatives *
4. Rearrange data/ (model) artifacts folders
   • Add data cataloguing abilities i.e. with kedro
   • Move all configs, yaml, data catalogs, artifacts, explorations (notebooks), into appropriate folders at sibling level to src
   • utils, pipeline code, app (streamlit/ others), api serving code remains in src/project_name.
5. Support for multiple languages:
   • Rust/ C/ Cython/ pyo3, example

General "ethos":
- No getters, use catalog configs
- package_name init some_function generates boilerplates for functionalities
- i.e. a fully extensible monorepo