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Oh no! I think my project is outgrowing my Jupyter notebook. How do I survive?

Talkat PyConline AU 2020 · 2020-09-04..09-06· [developer-experience, python]
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slides:none on file

Notes say notebooks work great for exploration but cause namespace pollution and hidden state; hitting the restart and run all big red button clears that. Long runs and many visualizations slow or crash notebooks — she reports roughly 50% failure in extreme cases — so moving heavy work into scripts and modules helps. Practical tools mentioned: sys.path.append to import local modules, the auto-reload extension for iterative development, and exporting visuals with plotly express auto_open=True for consistent outputs.

AI-written summary · about

  1. 0:00Start
  2. 6:40Unintended Calculations
  3. 18:34Using .py scripts
  4. 21:51Call Scripts from Notebooks
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