1.8 KiB
Jupyter Docker Image
This directory contains build files for a complete jupyter environment. It is based off the following repositories:
- https://github.com/jupyter/docker-stacks
- https://github.com/rgriffogoes/scraper-notebook
- https://github.com/sharpTrick/sage-notebook
The images these files produce contain everything you could possibly want in a jupyter notebook. Unfortunately, this also means that they take forever to build.
Building the Image
To build this image, run build/build.fish. Edit the script to customize the image.
Configuration
Change the permissions on the configuration volume (see docker-compose.yml) if you get errors.
You may want to add the following lines to jupyter_notebook_config.py:
c.ServerApp.local_hostnames = ["localhost", "0.0.0.0"]
c.ServerApp.token = "a_long_random_string"
The first sets 0.0.0.0 to the allowed local hostname list. This prevents a possible "connection reset" when connecting to the docker container. Opens jupyter up to the outside internet, but you should have your inbound ports firewalled off anyway.
The second line sets a persistent token. If this config value is unset, jupyter will generate a new one on each run, making it hard to make a one-click bookmark.
Image contents
- jupyterlab, jupyterhub, notebook
- latex + pandoc for exporting
- mamba for packages
- Python
- Scrape tools (bs4, requests)
- scipy, scikit-learn, scikit-image
- tensorflow
- sympy
- numpy
- matplotlib
- pandas
- Octave
- R
- Julia