If you're operating within a private GitHub repository, NBviewer cannot be used. NBviewer requires your notebooks to be publicly accessible. It allows you to explore the structure of a GitHub repository and select specific notebooks for viewing. NBviewer is an online service provided by the Jupyter project that offers a free tool for rendering static Jupyter Notebooks from URLs. Bottom line is, at GitHub's scale, they don't want to wait tens of seconds for files to render on their platform. We assume similar reasons exist for the failure of rendering standalone notebooks. This tells us why notebook diff rendering fails on GitHub. So in cases where nbdime can’t render a diff in 5 seconds, GitHub won’t render it at all. For performance reasons, GitHub imposes a 5-second limitation on rich diff rendering.And nbdime diffs can be very slow for large notebooks (as mentioned by others here and here). GitHub rich diff functionality uses nbdime under the hood.GitHub fails to render large Notebooks & Diffs Why notebook rendering fails on GitHub? Unlike GitHub, ReviewNB offers in-line commenting on rich diffs, works with large notebooks, and renders interactive plots & widgets. You can see rich diffs and write comments on any notebook cell as shown below. It helps you review notebook pull requests on GitHub & Bitbucket. It's a dedicated app for Jupyter Notebooks code reviews. We saw limitations of GitHub's notebook rich diff support above. So if your notebook includes interactive visualizations from Plotly or Bokeh, or an ipywidget, it won’t render on GitHub. GitHub doesn’t display interactive widgets or plots.So if your notebooks are large, the GitHub diffs won’t be of much use. GitHub rich diffs fail on large notebooks, even if the actual differences you are reviewing are small.So your teammates can't give feedback on your notebook changes. One can't write comments on rich notebook diffs.While useful, the rich notebook diffs on GitHub has some limitations. Your teammates can simply go to GitHub & open the commit or pull request page to review the notebook changes. This is where rich notebook diffs on GitHub are super helpful. Nbdime is great for reviewing local changes but once you push the changes to a remote repository, your colleagues might want to review your notebook changes & provide feedback. Notebook diff via JupyterLab Git extension 2. You might use Git diffs to review the changes before committing or to compare different versions of notebook.Ī general Git diff will show you textual diff for all changed files: You can use the git diff command to view the difference between the current state of the file you are working on and the most recently checked-in version of the same file. Commit & PR Diff: To review the changes already pushed upstream in the context of a pull request or commit.Local Notebook Diff: To review the changes you’ve made on your local machine before committing your work and sharing it with others.We use Git diff to see the difference between two versions of the same file. If you're an experienced Git user, just note that the basic Git commands remain the same regardless of notebook's. If you're new to Git, the above articles would give you step-by-step guide to version control notebooks on GitHub. Use command line to run Git commands for Notebooks.There are 2 main ways to perform Git operations ( clone / pull / push) for Jupyter Notebooks. Using Git with Jupyterįirst, let's get the basics out of the way. In this article, we'll look at each of these problems & suggest optimal solution for each. Notebook code reviews & collaboration is tough.Large notebooks fail to render on GitHub.Resolving notebook merge conflict is painful.Let's briefly list down the challenges of using Git with Jupyter Notebooks. In this guide, we show you all the best practices, workflows, and tools to make Jupyter Notebooks play nicely with Git, GitHub, and Bitbucket. Using Git to version control your Jupyter notebooks has many advantages but it's a bit tricky to version control your Jupyter notebooks on Git. Git and Jupyter Notebooks: The Ultimate Guide
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