econ-ark
nbreproduce
Jupyter Notebook

Reproduce Jupyter Notebooks inside Docker Containers.

Last updated Jun 5, 2026
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README

nbreproduce =========== PyPI version

Reproduce Jupyter Notebooks and projects inside Docker Containers (based on Jupyter Docker-Stacks images) using the nbreproduce CLI.

  • Free software: BSD license
  • Documentation: https://econ-ark.github.io/nbreproduce/

Installation:


$ pip install nbreproduce

Features:


  • Reproduce a Jupyter Notebook (URL or local file) inside a Docker container for consistent builds across all the devices capable of running docker and Python.
  • To test the hello_world.ipynb example in this repo.
$ nbreproduce --url https://github.com/econ-ark/nbreproduce/blob/master/tests/hello_world.ipynb
  • The nbreproduce will create a new Jupyter notebook ending with filename-reproduce.ipynb in the same directory which is a copy of the original notebook but executed inside the docker container environment.
  • nbreproduce requires a special metadata tag (dockerimage) inside in the Jupyter notebook to find the link to docker image on DockerHub. On the first run of nbreproduce with a normal Jupyter notebook it will prompt you to add a docker image tag, these docker images are built on top of Jupyter Docker-Stacks. The hello_world.ipynb example can run with the scipy-notebook standard image. Using the --docker flag you can point it towards the right docker image. (Currently only DockerHub imgags are supported)
$ nbreproduce --docker jupyter/scipy-notebook:latest hello_world.ipynb
  • For a Jupyter notebook which already has the metadata tag (docker_image), we can directly execute the notebook, kind of like papermill but inside a standardised docker environemnt :)
$ nbreproduce hello_world.ipynb
  • Reproduce entire folders and projects inside a Docker environment (it works by mounting the current directory to the docker container and running a bash file which has all the required steps to reproduce all the content like figures, builiding latex documents, slides, etc).
$ nbreproduce --docker econark/econ-ark-notebook do_all.sh

Executing do_all.sh using the econark/econ-ark-notebook environment inside a docker container. Executing do_all.sh in the current directory /Users/ms/dev/REMARK/REMARKs/CGMPortfolio .... .... ....

  • The project is in pre alpha developement mode, so things will break. Don't use this in production. The documentation website doesn't exist yet, use nbreproduce -h to get a quick desciption of various flags. Feel free to open up any issue for suggestions or submit a PR to fix bugs/implement new features.
Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

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