Jupyter Notebook Scientific Python Stack
What it Gives You
- Jupyter Notebook 4.1.x
- Conda and Python 2.7.x environments
- pandas, matplotlib, scipy, seaborn, scikit-learn, scikit-image, statsmodel
- Unprivileged user
moc(uid=1000, configurable, see options) in group
users(gid=100) with ownership over
- tini as the container entrypoint and start-notebook.sh as the default command
- Options for HTTPS, password auth, and passwordless
The following command starts a container with the Notebook server listening for HTTP connections on port 8888 without authentication configured.
docker run -d -p 8888:8888 mdjoo/scipy-stack
You can pass Jupyter command line options through the
start-notebook.sh command when launching the container. For example, to set the base URL of the notebook server you might do the following:
docker run -d -p 8888:8888 mdjoo/scipy-stack start-notebook.sh --NotebookApp.base_url=/some/path
You can sidestep the
start-notebook.sh script entirely by specifying a command other than
start-notebook.sh. If you do, the
GRANT_SUDO features documented below will not work. See the Docker Options section for details.
You may customize the execution of the Docker container and the Notebook server it contains with the following optional arguments.
-e PASSWORD="YOURPASS"- Configures Jupyter Notebook to require the given password. Should be conbined with
USE_HTTPSon untrusted networks.
-e USE_HTTPS=yes- Configures Jupyter Notebook to accept encrypted HTTPS connections. If a
pemfile containing a SSL certificate and key is not found in
/home/moc/.ipython/profile_default/security/notebook.pem, the container will generate a self-signed certificate for you.
-e NB_UID=1000- Specify the uid of the
mocuser. Useful to mount host volumes with specific file ownership. For this option to take effect, you must run the container with
--user root. (The
su mocafter adjusting the user id.)
-e GRANT_SUDO=yes- Gives the
sudocapability. Useful for installing OS packages. For this option to take effect, you must run the container with
--user root. (The
su mocafter adding
mocto sudoers.) You should only enable
sudoif you trust the user or if the container is running on an isolated host.
-v /some/host/folder/for/work:/home/moc/work- Host mounts the default working directory on the host to preserve work even when the container is destroyed and recreated (e.g., during an upgrade).
-v /some/host/folder/for/server.pem:/home/moc/.local/share/jupyter/notebook.pem- Mounts a SSL certificate plus key for
USE_HTTPS. Useful if you have a real certificate for the domain under which you are running the Notebook server.
conda (among others) are available.