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What needs to happen?
Right now, installing GPU container dependencies requires a rust compiler because most wheels aren't prebuilt and need to be built on the fly, including one that needs rust - https://github.com/apache/beam/actions/runs/18475619479/job/53798179562.
There may be more issues - for now, I'm skipping this, but once dependencies are available it would be nice to do.
Part of #35487
Issue Priority
Priority: 2 (default / most normal work should be filed as P2)
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