Upgrade TFMA to TF 2.21.0 and Added Python 3.12/3.13 support - #522

Merged

vkarampudi merged 35 commits into

tensorflow:masterfrom

vkarampudi:master

Jun 2, 2026

Commits on Apr 28, 2026

Stabilize TFMA for Python 3.13 and TensorFlow 2.21.0
vkarampudi
committed
20eeb22
Harden WORKSPACE with secure commit hashes and SHA256 for TF/Protobuf
vkarampudi
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d892cff
Fix linting and formatting issues reported by pre-commit
vkarampudi
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61b6b08
Final linting and undefined name fixes
vkarampudi
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c285d47
Finalize linting and formatting compliance
vkarampudi
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54cd2c1
Apply final automated formatting and linting fixes via pre-commit
vkarampudi
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a4b60fa
Stage all pre-commit auto-fixes
vkarampudi
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5f06bbe
Resolve pandas dependency conflict with TFX-BSL
vkarampudi
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d7b70bf
Implement stable tie-breaking for top_k_indices to ensure deterministic CI results
vkarampudi
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86ad547
Stabilize TFMA for Python 3.13 and NumPy 2.0 compatibility
vkarampudi
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c20aab7
Update RELEASE.md with NumPy 2.0 compatibility and SubKey indexing fix
vkarampudi
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bf7d4ad
Resolve pre-commit lint and formatting failures in proto and metrics modules
vkarampudi
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65d7cc8
Apply automated pre-commit ruff fixes and formatting
vkarampudi
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b9bf2fe
Stabilize TFMA for Python 3.13 and NumPy 2.0.
vkarampudi
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4b1eb5a
Update RELEASE.md with final Python 3.13 stabilization fixes.
vkarampudi
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5626bf6
Apply ruff formatting to attributions.py.
vkarampudi
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af80ae6

Commits on Apr 29, 2026

Commits on Apr 30, 2026

Update RELEASE.md with stabilization changes
vkarampudi
committed
e1bbce3

Commits on May 14, 2026

Point tfx-bsl dependency to official tensorflow/tfx-bsl@master branch
vkarampudi
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6cf5acd

Commits on May 17, 2026

Change tensorflow-metadata default constraint to master branch URL and revert tfx-bsl to testing branch as edited by user
vkarampudi
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1279b79

Commits on May 18, 2026

Widen ipython and ipywidgets version constraints to <9 for Python 3.13 compatibility
vkarampudi
committed
4a5d2de

Commits on Jun 1, 2026

Commits on Jun 2, 2026