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* Always remain as root during install * Put kernel specs in system path, not user home * Create user work directory at startup * Note this is in 4.0 and up images, not 3.2 Contribution (c) Copyright IBM Corp. 2015
Jupyter Notebook Data Science Stack
What it Gives You
- Jupyter Notebook server v4.0.x
- Conda Python 3.4.x and Python 2.7.x environments
- pandas, matplotlib, scipy, seaborn, scikit-learn, scikit-image, sympy, cython, patsy, statsmodel, cloudpickle, dill, numba, bokeh pre-installed
- Conda R v3.2.x and channel
- plyr, devtools, dplyr, ggplot2, tidyr, shiny, rmarkdown, forecast, stringr, rsqlite, reshape2, nycflights13, caret, rcurl, and randomforest pre-installed
- Julia v0.3.x with Gadfly and RDatasets pre-installed
- Options for HTTPS, password auth, and passwordless
sudo
Basic Use
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 jupyter/datascience-notebook
Options
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 withUSE_HTTPS
on untrusted networks.-e USE_HTTPS=yes
- Configures Jupyter Notebook to accept encrypted HTTPS connections. If apem
file containing a SSL certificate and key is not found in/home/jovyan/.ipython/profile_default/security/notebook.pem
, the container will generate a self-signed certificate for you.- (v4.0.x)
-e NB_UID=1000
- Specify the uid of thejovyan
user. Useful to mount host volumes with specific file ownership. -e GRANT_SUDO=yes
- Gives thejovyan
user passwordlesssudo
capability. Useful for installing OS packages. You should only enablesudo
if you trust the user or if the container is running on an isolated host.-v /some/host/folder/for/work:/home/jovyan/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/jovyan/.local/share/jupyter/notebook.pem
- Mounts a SSL certificate plus key forUSE_HTTPS
. Useful if you have a real certificate for the domain under which you are running the Notebook server.-e INTERFACE=10.10.10.10
- Configures Jupyter Notebook to listen on the given interface. Defaults to '*', all interfaces, which is appropriate when running using default bridged Docker networking. When using Docker's--net=host
, you may wish to use this option to specify a particular network interface.-e PORT=8888
- Configures Jupyter Notebook to listen on the given port. Defaults to 8888, which is the port exposed within the Dockerfile for the image. When using Docker's--net=host
, you may wish to use this option to specify a particular port.