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Move towards UBI base images for feast related containers #4920

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@tchughesiv

Is your feature request related to a problem? Please describe.
There are several benefits of moving towards a UBI base image, for example -

  • Red Hat releases new UBI images when a new version of RHEL is released and when critical Common Vulnerabilities and Exposures (CVEs) are patched, mirroring the RHEL update policy. The full image policy can be found here: Red Hat Container Image Updates.
  • Additionally, language runtimes like python are configured to produce the smallest image possible.

Describe the solution you'd like

Additional context
Blog on UBI with additional info / links -
https://www.redhat.com/en/blog/introducing-red-hat-universal-base-image

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