This plugin integrates JupyterHub with CKAN, allowing users to execute and temporarily edit interactive Jupyter notebooks within the CKAN environment. The plugin makes data exploration and analysis more accessible and integrated.
- Integration of Jupyter Notebooks within CKAN
- Temporary notebook editing and execution
- Utilize DockerSpawner to create isolated Docker containers for each user, ensuring a secure and personalized computational environment.
- Guest user access without login
- Admin-configurable maximum number of concurrent guest users
- Users access Jupyter notebooks through the CKAN interface.
- Each user is provided with a temporary, isolated Docker container.
- Users can edit notebook cells and install libraries during their session.
- After a predefined timeout, all changes are automatically reverted.
- Guest users can access notebooks without logging in, subject to availability.
The extension consists of two main components:
-
CKAN Extension (ckanext-jupyternotebook)
- Core CKAN plugin functionality
- Views and templates for notebook interaction
- Controllers for handling notebook operations
-
JupyterHub Component (jupyterhub)
- Runs as a separate Docker container
- Manages notebook instances
- Provides API endpoints for user management
As usual for CKAN extensions, you can install ckanext-jupyternotebook
as follows:
git clone [email protected]:SDM-TIB/ckanext-jupyternotebook.git
pip install -e ./ckanext-jupyternotebook
pip install -r ./ckanext-jupyternotebook/requirements.txt
Configure the .env file with the following required variables::
CKAN_JUPYTERNOTEBOOK_URL
: The base URL for JupyterHub accessCKAN_JUPYTERHUB_BASE_URL
: The base path for JupyterHubCKAN_NETWORK
: Docker network nameCKAN_STORAGE_NOTEBOOK
: Path to notebook storageCKAN_API_JUPYTERHUB
: JupyterHub API endpointCKAN_JUPYTERHUB_TIMEOUT
: Session timeout in secondsCKAN_JUPYTERHUB_USER
: Maximum concurrent usersCKAN_JUPYTERHUB_PERCENTAGE_CPU
: CPU allocation per containerCKAN_JUPYTERHUB_MEMORY_LIMIT
: Memory limit per container
Example of customising the extension's behaviour using the following environment variables::
# JupyterHub variables
CKAN_JUPYTERNOTEBOOK_URL=https://your-domain/jupyter/
CKAN_JUPYTERHUB_BASE_URL=/your-path/jupyter
CKAN_NETWORK=your-docker-network
CKAN_STORAGE_NOTEBOOK=/path/to/notebook/storage
CKAN_API_JUPYTERHUB=http://jupyterhub:6000
CKAN_JUPYTERHUB_TIMEOUT=1200
CKAN_JUPYTERHUB_USER=100
CKAN_JUPYTERHUB_PERCENTAGE_CPU=50
CKAN_JUPYTERHUB_MEMORY_LIMIT=1G
ckanext-jupyternotebook
is licensed under GPL-3.0, see the license file.