In Charmed Kubeflow, when a you’re creating a notebook, a dropdown list of container images is presented to choose from.
This guide shows how to dynamically change the list of images for the 3 types of Notebook: Jupyter Notebooks, VSCode, and RStudio.
When you first install Charmed Kubeflow, these images lists are set to a default of commonly used images. For each type of Notebook, the list of available images is set in the config options of the jupyter-ui charm.
Contents :
View the list of images
View the current list of images by running:# view the list of images for Jupyter Notebooks
juju config jupyter-ui jupyter-images
# view the list for VSCode
juju config jupyter-ui vscode-images
# view the list for RStudio
juju config jupyter-ui rstudio-images
Configure the list of images
Thejupyter-images, vscode-images, and rstudio-images configs allow you to specify YAML input defining the list of images.
First, define a file images.yaml file with the format:
- some-image1
- some-image2
- some-image3
Make sure the images are publicly available, otherwise the Notebook server will not start.
An example of images.yaml :
- kubeflownotebookswg/jupyter-pytorch-full:v1.7.0
- kubeflownotebookswg/jupyter-tensorflow-full:v1.7.0
- swr.cn-south-1.myhuaweicloud.com/mindspore/jupyter-mindspore:v1.6.1
Next, you need to update the config by passing the file to Juju. Run:
juju config jupyter-ui jupyter-images=@images.yaml
To configure the other two components, follow the same pattern by replacing jupyter-images with vscode-images or rstudio-images.
Modify the existing list of images
To edit the existing list of images, export them to a file, edit the file, then import back to Juju:juju config jupyter-ui jupyter-images > images_v1.yaml
# edit images_v1.yaml, save as images_v2.yaml
juju config jupyter-ui jupyter-images=@images_v2.yaml
The same can be done for vscode-images and rstudio-images in place of jupyter-images.