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[feature] Provide an option in the KFP SDK to compile pipelines in Kubernetes native format #12054

@VaniHaripriya

Description

@VaniHaripriya

Feature Area

/area sdk

What feature would you like to see?

Add an option to the KFP SDK’s compile decorator and the compiler CLI command to output pipelines in the Kubernetes native manifest format, specifically generating Pipeline and PipelineVersion custom resource manifests. This will enable direct integration with the Kubernetes-native API for Kubeflow Pipelines.

What is the use case or pain point?

The existing compile method generates pipeline YAML compatible with the KFP API server, but does not support the Kubernetes native CRD manifest format.

This feature is part of the ongoing Kubernetes Native API feature initiative for Kubeflow Pipelines, aimed at improved native Kubernetes integration and simplified deployment workflows.


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