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Implementation:Kubeflow Pipelines PipelineVersion CRD

From Leeroopedia
Knowledge Sources
Domains Kubernetes, Pipeline_Management, CRD
Last Updated 2026-02-13 14:00 GMT

Overview

CustomResourceDefinition manifest defining the `PipelineVersion` resource under the `pipelines.kubeflow.org` API group for versioned pipeline definitions as Kubernetes custom resources.

Description

This CRD (95 lines) declares a namespaced resource with v2beta1 schema. The spec contains fields for `pipelineName`, `pipelineSpec` (preserved unknown fields, required), `pipelineSpecURI`, `platformSpec`, `displayName`, `description`, and `codeSourceURL`. Includes a status subresource with a conditions array for lifecycle tracking.

Usage

Applied during KFP deployment to enable creating PipelineVersion custom resources that represent versioned pipeline definitions stored natively in Kubernetes.

Code Reference

Source Location

Signature

apiVersion: apiextensions.k8s.io/v1
kind: CustomResourceDefinition
metadata:
  name: pipelineversions.pipelines.kubeflow.org
spec:
  group: pipelines.kubeflow.org
  names:
    kind: PipelineVersion
    plural: pipelineversions
  scope: Namespaced
  versions:
  - name: v2beta1
    schema:
      openAPIV3Schema:
        properties:
          spec:
            properties:
              pipelineName: {type: string}
              pipelineSpec: {x-kubernetes-preserve-unknown-fields: true}
              pipelineSpecURI: {type: string}
              platformSpec: {type: string}
              displayName: {type: string}
              description: {type: string}
              codeSourceURL: {type: string}
            required: [pipelineSpec]

Import

kubectl apply -f pipelines.kubeflow.org_pipelineversions.yaml

I/O Contract

Inputs

Name Type Required Description
Kubernetes cluster cluster Yes Cluster with apiextensions.k8s.io/v1 support

Outputs

Name Type Description
PipelineVersion CRD API resource Enables versioned pipeline definitions as K8s resources

Usage Examples

Creating a PipelineVersion

apiVersion: pipelines.kubeflow.org/v2beta1
kind: PipelineVersion
metadata:
  name: my-pipeline-v1
  namespace: kubeflow
spec:
  pipelineName: my-pipeline
  displayName: "My Pipeline v1"
  description: "Initial version"
  pipelineSpec:
    # Pipeline IR spec content
    components: {}
    root: {}

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