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Distributing Notebooks

Grant Fritchey wants to know where to buy notebooks and notebook accessories:

I’m myopically focused at the moment on Azure Data Studio, but there are a lot of other places and ways to create or consume notebooks. However, I’m going to keep my focus.

The issue I’m running into, is distributing the notebooks.

There are a lot of great comments. Before reading them, here’s my answer:

  • GitHub repos, like Grant mentions. They’re good, though I have the same feeling about a production notebook that I do about an SSIS package: notebooks are binaries (after a fashion). For pedagogical purposes, I’ll absolutely slap notebooks into GitHub, typically without data. But for a real data science project, those notebooks can get hefty when you store all of the data in them, and it’s really hard to diff the JSON to understand what changed.
  • Binder and Azure Notebooks are services which let you host notebooks remotely. Binder reads from a GitHub repo and spins up a virtual environment for you. Azure Notebooks lets you run notebooks (including F# notebooks) against free VMs in Azure, or you can use your own VM for more power. Azure Notebooks let you fork projects pretty easily. I haven’t used Google Colab but it looks pretty similar to Azure Notebooks.
  • When you start up Jupyter Notebooks, you’re really starting a server. You can have a server running in your environment with your team’s notebooks. I’d probably still drop them in source control as well.