~/talk

Literate Programming With Jupyter Notebooks and Quarto

Talkat rstudio::conf 2019 · 2019-01-15..01-18· [developer-experience]
slides:none on file

Nbdev turns Jupyter notebooks into real Python packages by using export directives to generate .py modules, running nbdev test to execute notebook-embedded unit tests, and producing a hosted Quarto site from the same notebook source. It supports two-way sync between notebook and plain .py files, hides example cells in docs, wires up CI and PyPI/Conda packaging automatically, and reports failures back to the originating notebook so tests and docs stay in sync.

AI-written summary · about

  1. 0:00Start
  2. 4:29nbdev brings everything together into one interface
  3. 10:00Generate Python Modules
  4. 10:22Develop Modules From Notebooks
  5. 10:34README with Notebooks, Too
  6. 12:49Notebooks As Syntatic Sugar For Source Code
  7. 13:16Mindset: It's A Dialect of Python
  8. 14:12WHAT DOES QUARTO ENABLE?
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