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  1. AI Platform Core Components
  2. AIPCC-5890

Universal Training Image - Python Package Requirements

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      2025-10-15 yellow

      We have started the Python package onboarding process. Additional packages and requirements (3rd party RPMs) unclear.

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      2025-10-15 yellow We have started the Python package onboarding process. Additional packages and requirements (3rd party RPMs) unclear.

      .Context

      Support for Universal Training Image - Python Package Requirements

      The universal image will be a dual purpose image, serving as a workbench image and
      kubeflow training runtime. More details are available in the feature refinement document.
      We're targeting RHOAI 3.2 for this image. 

      Notes

      • I've attached a WIP Dockerfile and a full list of python packages, generated from
         pip list --format=freeze

         on the running container.

      • The list attached does include python packages from the base image i.e. the minimal workbench image, which has it's own JIRA for tracking the transition to AIPCC provided packages.
      • Additionally, this image includes training-hub as a dependency - related JIRA
      • kubeflow 0.1.0 is specified, however this should be built from our midstream repo here and not from the package on pypi
      • The list of dependancies currently covers the x86/CUDA version of the image. ARM/CUDA and x86/ROCm versions are also required and may require additional dependancies. I'll update this JIRA with updates as I have them.

        1. Dockerfile
          7 kB
          Brian Gallagher
        2. universal-image-packages-cuda-x86-top-level-v2.txt
          0.1 kB
          Brian Gallagher
        3. universal-image-packages-cuda-x86-v1.txt
          5 kB
          Brian Gallagher

              mdean@redhat.com Meirav Dean
              bgallagh@redhat.com Brian Gallagher
              Christian Heimes
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                Created:
                Updated: