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Support more recent Python versions (3.11+) #387

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aidandunlop opened this issue Oct 30, 2024 · 1 comment
Open
4 tasks

Support more recent Python versions (3.11+) #387

aidandunlop opened this issue Oct 30, 2024 · 1 comment

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@aidandunlop
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Is your feature request related to a problem? Please describe.
The KFP Operator only supports training pipelines using Python 3.8, 3.9, and 3.10.

3.8 has reached end-of-life, and 3.9 and 3.10 is at security-status: https://devguide.python.org/versions/

Pipelines using Python 3.11+ currently fail to compile.

Describe the solution you'd like
Ideally the operator should be able to support whatever version the training pipeline uses; it shouldn't be coupled to certain Python versions. Failing this, the operator should provide support for

  • Python 3.11
  • Python 3.12
  • Python 3.13
  • Python 3.14

Describe alternatives you've considered
n/a

Additional context
Pipelines using 3.11+ submitted will fail if we do not do this, and older versions have many critical security vulnerabilties.

@paoloambrosio-skyuk
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There is no TFX version that supports Python 3.11+: https://github.com/tensorflow/tfx?tab=readme-ov-file#compatible-versions

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