MiniKF 20221221.0.0

January 4, 2023

NEW! Now with Kubeflow 1.5!

Upgrade Rok to version 2.0.1.
Upgrade Kubeflow to version 1.5.
Migrate to KServe 0.8 for in-cluster serving.
Serve models directly from notebooks and pipelines via Kale serving APIs.
Restore notebook from Rok snapshot with the click of a button from the Pipelines UI.
Enable sorting and filtering in most Kubeflow Web Apps through UIs consisting responsive tables.
Create “Details” pages for Notebooks and Volumes.
Create links between Web Apps so that one can navigate across them easily.
Migrate to Emissary Argo executor for Kubeflow Pipelines.
Upgrade Rok etcd to version 3.5.4.

Migrate Rok images to Debian Buster for additional security.
Remove many critical CVEs.
Extend the list of EKF components (KFP, KServe, and now Rok) that use an Istio sidecar with Istio mTLS to secure network traffic.
Secure EKF with Kyverno polices so that users are not able to create privileged containers from inside a Jupyter notebook.
Secure Kubeflow backends from in-cluster requests with kubeflow-userid header and have improved intra-cluster authorization policies.
Revamp notebook creation wizard to simplify notebook creation and restoration from snapshot.
Improve Kubeflow usability with new Arrikto skin.

Improve how Kale uses MLMD to pass information between steps.
Fix bug where Kale didn’t respect the retry strategy parameters.
Improve Kale logging and error reporting.
Fix bug in Kubeflow where Notebook Controller failed to add .status in the Notebook CRs and thus the web app would never show the notebook as ready.
Fix bug where PVCViewer Controller would not perform culling due to deprecated dependencies.

You can find more information about bugfixes and improvements here: https://docs.arrikto.com/release-2.0/NEWS.html

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