TFX 1.17.2 Issue

[vkarampudi]

Please comment or link any issues you find with TFX 1.17.2

[IzakMaraisTAL]

Can we get an updated Python version please? 3.10 is scheduled for end of life in 7 months (October 2026). Related issue: #7743

docker run --rm --entrypoint python tensorflow/tfx:1.17.2 --version
Python 3.10.16

Also here in the project manifest:

requires-python = ">=3.9,<3.11"

Also, please update the readme table listing compatible versions.

[pritamdodeja]

I'm trying to build this locally, and am using the following repos as submodules, and succeeding to varying degrees. I'd like to avoid docker for a variety of reasons. Is this a sensible approach? In the path to 3.12.4, what ordering would you recommend?

git submodule add git@github.com:pritamdodeja/tfx.git tfx
git submodule add git@github.com:pritamdodeja/ml-metadata.git
git submodule add git@github.com:pritamdodeja/tfx-bsl.git
git submodule add git@github.com:pritamdodeja/metadata.git
git submodule add git@github.com:pritamdodeja/data-validation.git
git submodule add git@github.com:pritamdodeja/model-analysis.git
git submodule add git@github.com:pritamdodeja/transform.git
git submodule add git@github.com:pritamdodeja/tensorflow.git

Older version has the following dependency tree at depth 2:

tfx-dev==1.15.1
├── absl-py [required: >=0.9,<2.0.0, installed: 1.4.0]
├── ml-metadata [required: >=1.15.0,<1.16.0, installed: 1.15.0]
│   ├── absl-py [required: >=0.9,<2.0.0, installed: 1.4.0]
│   ├── attrs [required: >=20.3,<24, installed: 23.2.0]
│   ├── grpcio [required: >=1.8.6,<2, installed: 1.65.5]
│   ├── protobuf [required: >=3.20.3,<5, installed: 6.33.5]
│   └── six [required: >=1.10,<2, installed: 1.17.0]
├── packaging [required: >=22, installed: 26.0]
├── portpicker [required: >=1.3.1,<2, installed: 1.6.0]
│   └── psutil [required: Any, installed: 7.2.2]
├── protobuf [required: >=3.20.3,<5, installed: 6.33.5]
├── docker [required: >=4.1,<5, installed: 4.4.4]
│   ├── six [required: >=1.4.0, installed: 1.17.0]
│   ├── websocket-client [required: >=0.32.0, installed: 1.9.0]
│   └── requests [required: >=2.14.2,!=2.18.0, installed: 2.32.5]
├── google-apitools [required: >=0.5,<1, installed: 0.5.31]
│   ├── httplib2 [required: >=0.8, installed: 0.31.2]
│   ├── fasteners [required: >=0.14, installed: 0.20]
│   ├── oauth2client [required: >=1.4.12, installed: 4.1.3]
│   └── six [required: >=1.12.0, installed: 1.17.0]
├── google-api-python-client [required: >=1.8,<2, installed: 1.12.11]
│   ├── httplib2 [required: >=0.15.0,<1dev, installed: 0.31.2]
│   ├── google-auth-httplib2 [required: >=0.0.3, installed: 0.2.1]
│   ├── six [required: >=1.13.0,<2dev, installed: 1.17.0]
│   ├── uritemplate [required: >=3.0.0,<4dev, installed: 3.0.1]
│   ├── google-auth [required: >=1.16.0,<3dev, installed: 2.48.0]
│   └── google-api-core [required: >=1.21.0,<3dev, installed: 2.29.0]
├── Jinja2 [required: >=2.7.3,<4, installed: 3.1.6]
│   └── MarkupSafe [required: >=2.0, installed: 3.0.3]
├── typing_extensions [required: >=3.10.0.2,<5, installed: 4.15.0]
├── apache-beam [required: >=2.47,<3, installed: 2.71.0]
│   ├── cryptography [required: >=39.0.0,<48.0.0, installed: 46.0.5]
│   ├── envoy_data_plane [required: <0.3.0, installed: 0.1.0]
│   ├── fastavro [required: >=0.23.6,<2, installed: 1.12.1]
│   ├── fasteners [required: >=0.3,<1.0, installed: 0.20]
│   ├── grpcio [required: >=1.33.1,<2,<1.66.0,!=1.62.1,!=1.62.0,!=1.61.*,!=1.60.*,!=1.59.*,!=1.48.0, installed: 1.65.5]
│   ├── httplib2 [required: >=0.8,<0.23.0, installed: 0.31.2]
│   ├── jsonpickle [required: >=3.0.0,<4.0.0, installed: 3.4.2]
│   ├── numpy [required: >=1.14.3,<2.5.0, installed: 1.26.4]
│   ├── objsize [required: >=0.6.1,<0.8.0, installed: 0.7.1]
│   ├── packaging [required: >=22.0, installed: 26.0]
│   ├── pymongo [required: >=3.8.0,<5.0.0, installed: 4.16.0]
│   ├── proto-plus [required: >=1.7.1,<2, installed: 1.27.1]
│   ├── protobuf [required: >=3.20.3,<7.0.0.dev0,!=4.24.*,!=4.23.*,!=4.22.0,!=4.21.*,!=4.0.*, installed: 6.33.5]
│   ├── python-dateutil [required: >=2.8.0,<3, installed: 2.9.0.post0]
│   ├── pytz [required: >=2018.3, installed: 2025.2]
│   ├── requests [required: >=2.32.4,<3.0.0, installed: 2.32.5]
│   ├── sortedcontainers [required: >=2.4.0, installed: 2.4.0]
│   ├── typing_extensions [required: >=3.7.0, installed: 4.15.0]
│   ├── zstandard [required: >=0.18.0,<1, installed: 0.25.0]
│   ├── PyYAML [required: >=3.12,<7.0.0, installed: 6.0.3]
│   ├── beartype [required: >=0.21.0,<0.23.0, installed: 0.22.9]
│   ├── pyarrow [required: >=3.0.0,<19.0.0, installed: 10.0.1]
│   └── pyarrow-hotfix [required: <1, installed: 0.7]
├── attrs [required: >=19.3.0,<24, installed: 23.2.0]
├── click [required: >=7,<9, installed: 8.3.1]
├── google-api-core [required: <3, installed: 2.29.0]
│   ├── googleapis-common-protos [required: >=1.56.2,<2.0.0, installed: 1.72.0]
│   ├── protobuf [required: >=3.19.5,<7.0.0,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0,!=3.20.1,!=3.20.0, installed: 6.33.5]
│   ├── proto-plus [required: >=1.22.3,<2.0.0, installed: 1.27.1]
│   ├── google-auth [required: >=2.14.1,<3.0.0, installed: 2.48.0]
│   └── requests [required: >=2.18.0,<3.0.0, installed: 2.32.5]
├── google-cloud-aiplatform [required: >=1.6.2,<2, installed: 1.139.0]
│   ├── google-api-core [required: >=1.34.1,<3.0.0,!=2.7.*,!=2.6.*,!=2.5.*,!=2.4.*,!=2.3.*,!=2.2.*,!=2.1.*,!=2.0.*, installed: 2.29.0]
│   ├── google-auth [required: >=2.47.0,<3.0.0, installed: 2.48.0]
│   ├── proto-plus [required: >=1.22.3,<2.0.0, installed: 1.27.1]
│   ├── protobuf [required: >=3.20.2,<7.0.0,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 6.33.5]
│   ├── packaging [required: >=14.3, installed: 26.0]
│   ├── google-cloud-storage [required: >=1.32.0,<4.0.0, installed: 3.9.0]
│   ├── google-cloud-bigquery [required: >=1.15.0,<4.0.0,!=3.20.0, installed: 3.40.1]
│   ├── google-cloud-resource-manager [required: >=1.3.3,<3.0.0, installed: 1.16.0]
│   ├── google-genai [required: >=1.59.0,<2.0.0, installed: 1.65.0]
│   ├── pydantic [required: <3, installed: 1.10.26]
│   ├── typing_extensions [required: Any, installed: 4.15.0]
│   └── docstring_parser [required: <1, installed: 0.17.0]
├── google-cloud-bigquery [required: >=3,<4, installed: 3.40.1]
│   ├── google-api-core [required: >=2.11.1,<3.0.0, installed: 2.29.0]
│   ├── google-auth [required: >=2.14.1,<3.0.0, installed: 2.48.0]
│   ├── google-cloud-core [required: >=2.4.1,<3.0.0, installed: 2.5.0]
│   ├── google-resumable-media [required: >=2.0.0,<3.0.0, installed: 2.8.0]
│   ├── packaging [required: >=24.2.0, installed: 26.0]
│   ├── python-dateutil [required: >=2.8.2,<3.0.0, installed: 2.9.0.post0]
│   └── requests [required: >=2.21.0,<3.0.0, installed: 2.32.5]
├── grpcio [required: >=1.28.1,<2, installed: 1.65.5]
├── keras-tuner [required: >=1.0.4,<2,!=1.4.1,!=1.4.0, installed: 1.4.8]
│   ├── keras [required: Any, installed: 2.15.0]
│   ├── packaging [required: Any, installed: 26.0]
│   ├── requests [required: Any, installed: 2.32.5]
│   ├── kt-legacy [required: Any, installed: 1.0.5]
│   ├── grpcio [required: Any, installed: 1.65.5]
│   └── protobuf [required: Any, installed: 6.33.5]
├── kubernetes [required: >=10.0.1,<13, installed: 12.0.1]
│   ├── certifi [required: >=14.05.14, installed: 2026.2.25]
│   ├── six [required: >=1.9.0, installed: 1.17.0]
│   ├── python-dateutil [required: >=2.5.3, installed: 2.9.0.post0]
│   ├── setuptools [required: >=21.0.0, installed: 80.10.2]
│   ├── PyYAML [required: >=3.12, installed: 6.0.3]
│   ├── google-auth [required: >=1.0.1, installed: 2.48.0]
│   ├── websocket-client [required: >=0.32.0,!=0.42.*,!=0.41.*,!=0.40.0, installed: 1.9.0]
│   ├── requests [required: Any, installed: 2.32.5]
│   ├── requests-oauthlib [required: Any, installed: 2.0.0]
│   └── urllib3 [required: >=1.24.2, installed: 1.26.20]
├── numpy [required: >=1.16,<2, installed: 1.26.4]
├── pyarrow [required: >=10,<11, installed: 10.0.1]
│   └── numpy [required: >=1.16.6, installed: 1.26.4]
├── scipy [required: <1.13, installed: 1.12.0]
│   └── numpy [required: >=1.22.4,<1.29.0, installed: 1.26.4]
├── PyYAML [required: >=6,<7, installed: 6.0.3]
├── tensorflow [required: >=2.15.0,<2.16, installed: 2.15.1]
│   ├── absl-py [required: >=1.0.0, installed: 1.4.0]
│   ├── astunparse [required: >=1.6.0, installed: 1.6.3]
│   ├── flatbuffers [required: >=23.5.26, installed: 25.12.19]
│   ├── gast [required: >=0.2.1,!=0.5.2,!=0.5.1,!=0.5.0, installed: 0.7.0]
│   ├── google-pasta [required: >=0.1.1, installed: 0.2.0]
│   ├── h5py [required: >=2.9.0, installed: 3.15.1]
│   ├── libclang [required: >=13.0.0, installed: 18.1.1]
│   ├── ml-dtypes [required: ~=0.3.1, installed: 0.3.2]
│   ├── numpy [required: >=1.23.5,<2.0.0, installed: 1.26.4]
│   ├── opt_einsum [required: >=2.3.2, installed: 3.4.0]
│   ├── packaging [required: Any, installed: 26.0]
│   ├── protobuf [required: >=3.20.3,<5.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 6.33.5]
│   ├── setuptools [required: Any, installed: 80.10.2]
│   ├── six [required: >=1.12.0, installed: 1.17.0]
│   ├── termcolor [required: >=1.1.0, installed: 3.3.0]
│   ├── typing_extensions [required: >=3.6.6, installed: 4.15.0]
│   ├── wrapt [required: >=1.11.0,<1.15, installed: 1.14.2]
│   ├── tensorflow-io-gcs-filesystem [required: >=0.23.1, installed: 0.37.1]
│   ├── grpcio [required: >=1.24.3,<2.0, installed: 1.65.5]
│   ├── tensorboard [required: >=2.15,<2.16, installed: 2.15.2]
│   ├── tensorflow-estimator [required: >=2.15.0,<2.16, installed: 2.15.0]
│   └── keras [required: >=2.15.0,<2.16, installed: 2.15.0]
├── tensorflow-hub [required: >=0.15.0,<0.16, installed: 0.15.0]
│   ├── numpy [required: >=1.12.0, installed: 1.26.4]
│   └── protobuf [required: >=3.19.6, installed: 6.33.5]
├── tensorflow-data-validation [required: >=1.15.1,<1.16.0, installed: 1.15.1]
│   ├── absl-py [required: >=0.9,<2.0.0, installed: 1.4.0]
│   ├── joblib [required: >=1.2.0, installed: 1.5.3]
│   ├── numpy [required: >=1.22.0, installed: 1.26.4]
│   ├── pandas [required: >=1.0,<2, installed: 1.5.3]
│   ├── pyarrow [required: >=10,<11, installed: 10.0.1]
│   ├── pyfarmhash [required: >=0.2.2,<0.4, installed: 0.3.2]
│   ├── six [required: >=1.12,<2, installed: 1.17.0]
│   ├── tensorflow [required: >=2.15,<2.16, installed: 2.15.1]
│   ├── tensorflow-metadata [required: >=1.15.0,<1.16, installed: 1.15.0]
│   ├── tfx-bsl [required: >=1.15.1,<1.16, installed: 1.15.1]
│   ├── apache-beam [required: >=2.47,<3, installed: 2.71.0]
│   └── protobuf [required: >=3.20.3,<5, installed: 6.33.5]
├── tensorflow_model_analysis [required: >=0.46.0,<0.47.0, installed: 0.46.0]
│   ├── absl-py [required: >=0.9,<2.0.0, installed: 1.4.0]
│   ├── ipython [required: >=7,<8, installed: 7.34.0]
│   ├── ipywidgets [required: >=7,<8, installed: 7.8.5]
│   ├── numpy [required: >=1.23.5, installed: 1.26.4]
│   ├── pandas [required: >=1.0,<2, installed: 1.5.3]
│   ├── pillow [required: >=9.4.0, installed: 12.1.1]
│   ├── pyarrow [required: >=10,<11, installed: 10.0.1]
│   ├── rouge_score [required: >=0.1.2,<2, installed: 0.1.2]
│   ├── sacrebleu [required: >=2.3,<4, installed: 2.6.0]
│   ├── scipy [required: >=1.4.1,<2, installed: 1.12.0]
│   ├── six [required: >=1.12,<2, installed: 1.17.0]
│   ├── tensorflow [required: >=2.15,<2.16, installed: 2.15.1]
│   ├── tensorflow-estimator [required: >=2.10, installed: 2.15.0]
│   ├── tensorflow-metadata [required: >=1.15.0,<1.16.0, installed: 1.15.0]
│   ├── tfx-bsl [required: >=1.15.1,<1.16.0, installed: 1.15.1]
│   ├── apache-beam [required: >=2.47,<3, installed: 2.71.0]
│   └── protobuf [required: >=3.20.3,<5, installed: 6.33.5]
├── tensorflow-serving-api [required: >=2.15,<2.16, installed: 2.15.1]
│   ├── grpcio [required: >=1.24.3,<2.0, installed: 1.65.5]
│   ├── protobuf [required: >=3.20.3,<5.0.0dev,!=4.21.5,!=4.21.4,!=4.21.3,!=4.21.2,!=4.21.1,!=4.21.0, installed: 6.33.5]
│   └── tensorflow [required: >=2.15.1,<3, installed: 2.15.1]
├── tensorflow-transform [required: >=1.15.0,<1.16.0, installed: 1.15.0]
│   ├── absl-py [required: >=0.9,<2.0.0, installed: 1.4.0]
│   ├── numpy [required: >=1.22.0, installed: 1.26.4]
│   ├── pyarrow [required: >=10,<11, installed: 10.0.1]
│   ├── pydot [required: >=1.2,<2, installed: 1.4.2]
│   ├── tensorflow [required: >=2.15,<2.16, installed: 2.15.1]
│   ├── tensorflow-metadata [required: >=1.15.0,<1.16.0, installed: 1.15.0]
│   ├── tfx-bsl [required: >=1.15.1,<1.16.0, installed: 1.15.1]
│   ├── apache-beam [required: >=2.47,<3, installed: 2.71.0]
│   └── protobuf [required: >=3.20.3,<5, installed: 6.33.5]
└── tfx-bsl [required: >=1.15.1,<1.16.0, installed: 1.15.1]
    ├── absl-py [required: >=0.9,<2.0.0, installed: 1.4.0]
    ├── google-api-python-client [required: >=1.7.11,<2, installed: 1.12.11]
    ├── numpy [required: >=1.22.0, installed: 1.26.4]
    ├── pandas [required: >=1.0,<2, installed: 1.5.3]
    ├── pyarrow [required: >=10,<11, installed: 10.0.1]
    ├── tensorflow [required: >=2.15,<2.16, installed: 2.15.1]
    ├── tensorflow-metadata [required: >=1.15.0,<1.16.0, installed: 1.15.0]
    ├── tensorflow-serving-api [required: >=2.13.0,<3, installed: 2.15.1]
    ├── apache-beam [required: >=2.47,<3, installed: 2.71.0]
    └── protobuf [required: >=3.20.3,<5, installed: 6.33.5]