TFX 3.12.4 porting, Model analysis py312 1.17 e#521
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pritamdodeja wants to merge 3 commits intotensorflow:masterfrom
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TFX 3.12.4 porting, Model analysis py312 1.17 e#521pritamdodeja wants to merge 3 commits intotensorflow:masterfrom
pritamdodeja wants to merge 3 commits intotensorflow:masterfrom
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PiperOrigin-RevId: 774807442
This commit updates the package dependencies in setup.py to allow TensorFlow Model Analysis (TFMA) to be installed in modern Python 3.12 environments alongside locally compiled TFX components. Specific changes include: * Unpin PyArrow: Removed the `<11` upper bound on `pyarrow` to allow modern versions (e.g., 14+) to resolve, avoiding legacy Arrow 10 build failures during wheel installation. * Broaden TensorFlow: Relaxed the `tensorflow` requirement to `>=2.16,<2.18` for broader compatibility. * Adjust Component Bounds: Lowered the minimum required versions for `tensorflow-metadata` and `tfx-bsl` from `1.17.1` to `1.17.0` so pip can cleanly resolve the custom-built local wheels from previous steps.
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As part of getting TFX to run on 3.12.4, I had to relax some of the constraints that currently exist. Looking forward to feedback/discussion on the best way to do this to get TFX to work on 3.12.4 and beyond.