Kubeflow Rocks

Collection of rocks for Kubeflow components.

Development notes

• Rockcraft tutorial: https://canonical-rockcraft.readthedocs-hosted.com/en/latest/tutorials.html
• Example: https://github.com/jnsgruk/seldon-core-operator-rock
• Use stage-packages to install required packages for application to run.
• Use build-environment to setup environment variables for build stage.
• Use build-packages and build-snaps for build stage. Those will not be used by application. As a result, if build and application require the same package, it needs to be in both build-packages and stage-packages
• If issues with LXD/Docker arise review firewall setup: https://linuxcontainers.org/lxd/docs/master/howto/network_bridge_firewalld/
• While building rocks these commands are very helpful:

  rockcraft clean
  lxc --project rockcraft image list
  

• The rock's entrypoint is Pebble. At this point, there is no way to specify other entrypoint. A Pebble layer is added via adding the 001-deafault.yaml file to /var/lib/pebble/default/layers/ (Rockcraft does that). Refer to source code for more details.

Building Rocks

To build rocks for Kubeflow components:

cd <image-directory>
rockcraft pack

Testing