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Home Assistant Community Add-on: JupyterLab
JupyterLab is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.
This add-on runs JupyterLab, which is the next-generation user interface for Project Jupyter. It is an extensible environment for interactive and reproducible computing, based on the Jupyter Notebook and Architecture.
Installation
The installation of this add-on is pretty straightforward and not different in comparison to installing any other Home Assistant add-on.
-
Click the Home Assistant My button below to open the add-on on your Home Assistant instance.
-
Click the "Install" button to install the add-on.
-
Start the "JupyterLab" add-on
-
Check the logs of the "JupyterLab" add-on to see if everything went well.
Configuration
Note: Remember to restart the add-on when the configuration is changed.
Example add-on configuration:
log_level: info
github_access_token: abcdef1234567890abcdef0123456789abcdef01
system_packages:
- ffmpeg
init_commands:
- pip install virtualenv
- pip install yamllint
Note: This is just an example, don't copy and past it! Create your own!
Option: log_level
The log_level
option controls the level of log output by the addon and can
be changed to be more or less verbose, which might be useful when you are
dealing with an unknown issue. Possible values are:
trace
: Show every detail, like all called internal functions.debug
: Shows detailed debug information.info
: Normal (usually) interesting events.warning
: Exceptional occurrences that are not errors.error
: Runtime errors that do not require immediate action.fatal
: Something went terribly wrong. Add-on becomes unusable.
Please note that each level automatically includes log messages from a
more severe level, e.g., debug
also shows info
messages. By default,
the log_level
is set to info
, which is the recommended setting unless
you are troubleshooting.
Option: github_access_token
Sets an GitHub access token. When making unauthenticated requests to GitHub (as we must do to get repository data), GitHub imposes fairly strict rate-limits on how many requests we can make. As such, you are likely to hit that limit within a few minutes of work.
There is a chapter in this document with instruction on obtaining such a token.
Note: This option support secrets, e.g., !secret github_token
.
Option: system_packages
Allows you to specify additional Alpine packages to be
installed to your JupyterLab setup (e.g., g++
. make
, ffmpeg
).
Note: Adding many packages will result in a longer start-up time for the add-on.
Option: init_commands
Customize your environment even more with the init_commands
option.
Add one or more shell commands to the list, and they will be executed every
single time this add-on starts.
Getting a GitHub access token
You can get an access token by following these steps:
- Verify your email address with GitHub.
- Go to your account settings on GitHub and select "Developer Settings" from the left panel.
- On the left, select "Personal access tokens"
- Click the "Generate new token" button, and enter your password.
- Give the token a description, and check the "repo" scope box.
- Click "Generate token"
- You should be given a string which will be your access token.
Remember that this token is effectively a password for your GitHub account. Do not share it online or check the token into version control, as people can use it to access all of your data on GitHub.
Changelog & Releases
This repository keeps a change log using GitHub's releases functionality.
Releases are based on Semantic Versioning, and use the format
of MAJOR.MINOR.PATCH
. In a nutshell, the version will be incremented
based on the following:
MAJOR
: Incompatible or major changes.MINOR
: Backwards-compatible new features and enhancements.PATCH
: Backwards-compatible bugfixes and package updates.
Support
Got questions?
You have several options to get them answered:
- The Home Assistant Community Add-ons Discord chat server for add-on support and feature requests.
- The Home Assistant Discord chat server for general Home Assistant discussions and questions.
- The Home Assistant Community Forum.
- Join the Reddit subreddit in /r/homeassistant
You could also open an issue here GitHub.
Authors & contributors
The original setup of this repository is by Franck Nijhof.
For a full list of all authors and contributors, check the contributor's page.
License
MIT License
Copyright (c) 2018-2025 Franck Nijhof
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.