What is that?

Papermill is a tool which allows to parametrize, execute and analyze Jupyter notebooks.

• How can you create a parameterized notebook?
  • Doc link
• How does papermill work?

  How parameters work?
  
  The parameters cell is assumed to specify default values which may be
  overridden by values specified at execution time.
  
  * papermill inserts a new cell tagged injected-parameters immediately after the
    parameters cell
  * injected-parameters contains only the overridden parameters
  * subsequent cells are treated as normal cells, even if also tagged parameters
  * if no cell is tagged parameters, the injected-parameters cell is inserted at
    the top of the notebook
  
  One caveat is that a parameters cell may not behave intuitively with
  inter-dependent parameters.
  

  Source

Running Papermill sample

• The sample notebook is called SampleParametrized.ipynb
• Run the notebook through papermill: papermill -p parameter1 3.14 SampleParametrized.ipynb SampleParametrized_Executed.ipynb
• This creates (renders) the SampleParametrized_Executed.ipynb which is basically the input notebook with additional cell marked with injected-parameters tag.

Env setup with pipenv

• Initialized with: pipenv --python 3.8
• Turn on the shell: pipenv shell
• Unfortunately due to conflicts in the deps, the lock file could not be created :(