enforce-notebook-run-order 1.5.1

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enforce-notebook-run-order

Enforce the run order of Jupyter notebooks.

Jupyter notebooks are great for interactive data analysis. However, when they can encourage a bad habit: running cells out of order. This can lead to notebooks being committed to the repository in a state where they don't run from top to bottom, and other collaborators may receive different results when running the notebook from top to bottom.

enforce-notebook-run-order enforces the run order of a notebook by raising an exception if any cells are run out of order.

Installation

enforce-notebook-run-order can be installed via pip:

pip install enforce-notebook-run-order

It can also be set up as a pre-commit hook. See the pre-commit hook section for more details.

Usage

enforce-notebook-run-order can be used as a standalone script, or as a pre-commit hook.

Standalone

To use enforce-notebook-run-order as a standalone script, simply run it with the path to the notebook(s) you want to check:

nbcheck my_notebook.ipynb my_other_notebook.ipynb

Or point it to a directory to check all notebooks in that directory:

nbcheck my_notebooks/

If no paths are specified, nbcheck will check all notebooks in the current directory.

You can also use the full enforce-notebook-run-order command, but the nbcheck command is provided as a convenience.

pre-commit hook

To use enforce_notebook_run_order as a pre-commit hook, add the following to your .pre-commit-config.yaml:

repos:
-   repo: https://github.com/christopher-hacker/enforce-notebook-run-order
    rev: 1.4.1
    hooks:
    -   id: enforce-notebook-run-order

disabling output checks

By default, enforce-notebook-run-order will check that the output of each cell matches the output of the previous run. This will catch cases where a cell is run out of order, but the execution count is still sequential. However, this can be problematic if the output of a cell changes between runs, such as when using random numbers. It can also be problematic if the notebook runs for a long time.

There are three ways to disable output checks:

1. Disabling running all notebooks using the --no-run flag:

   nbcheck --no-run my_notebook.ipynb
   

2. Disabling running a single notebook using the no-run marker in the first cell of the notebook:

   # no-run
   print("This notebook will not be run")
   

3. Disabling output checks for a single cell using the no-check-output marker:

   # no-check-output
   print("This cell will be run, but its output will not be checked")