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  1. Red Hat OpenShift AI Strategic Project
  2. RHOAISTRAT-30

MVP support for Kubeflow Pipelines v2 in data science pipelines

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    • RHOAISTRAT-61RHOAI provides a comprehensive set of functionality to support the e2e AI workflow from data access to model monitoring
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      Support for Kubeflow Pipelines v2 in data science pipelines
      To keep OpenShift AI updated with the latest features, data science pipelines are now based on KubeFlow Pipelines (KFP) version 2.0. Data Science Pipelines (DSP) 2.0 are enabled and deployed by default in OpenShift AI. For more information, see Enabling Data Science Pipelines 2.0.
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      Support for Kubeflow Pipelines v2 in data science pipelines To keep OpenShift AI updated with the latest features, data science pipelines are now based on KubeFlow Pipelines (KFP) version 2.0. Data Science Pipelines (DSP) 2.0 are enabled and deployed by default in OpenShift AI. For more information, see Enabling Data Science Pipelines 2.0.
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      Status Dashboard

      The overall status of delivery of this feature can be tracked via this dashboard .

      Feature Overview

      Feature Refinement Document

      Customers have a strong desire to use Kubeflow Pipelines v2 in OpenShift AI data science pipelines (DSP). This feature tracks MVP delivery of support for this. We will do so by first implementing an MVP state in terms of supported features (particularly in the dashboard) and then cut over to kubeflow pipelines v2 with the same feature set. Included in this switch will be a change from using Tekton as the DSP backing workflow engine to instead using Argo Workflows (details for the justification for this change can be found here).

      The MVP set of features that we have identified consists of the existing features in OpenShift AI version 2.5 with the addition of dashboard capabilities for viewing logs and multiple pipeline versions.

      User Stories

      View the full list of user stories in the feature refinement document .

            aasthana@redhat.com Anish Asthana
            jdemoss@redhat.com Jeff DeMoss
            RHOAI Data Science Pipelines
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