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TFX 1.16.0 Release (#7726)
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‎README.md

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@@ -62,8 +62,9 @@ but other *untested* combinations may also work.
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tfx | Python | apache-beam[gcp] | ml-metadata | pyarrow | tensorflow | tensorflow-data-validation | tensorflow-metadata | tensorflow-model-analysis | tensorflow-serving-api | tensorflow-transform | tfx-bsl
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------------------------------------------------------------------------- | -------------------- | ---------------- | ----------- | ------- | ----------------- | -------------------------- | ------------------- | ------------------------- | ---------------------- | -------------------- | -------
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[GitHub master](https://github.com/tensorflow/tfx/blob/master/RELEASE.md) | >=3.9,<3.11 | 2.47.0 | 1.15.0 | 10.0.0 | nightly (2.x) | 1.15.1 | 1.15.0 | 0.46.0 | 2.15.1 | 1.15.0 | 1.15.1
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[1.15.0](https://github.com/tensorflow/tfx/blob/v1.15.0/RELEASE.md) | >=3.9,<3.11 | 2.47.0 | 1.15.0 | 10.0.0 | 2.15 | 1.15.1 | 1.15.0 | 0.46.0 | 2.15.1 | 1.15.0 | 1.15.1
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[GitHub master](https://github.com/tensorflow/tfx/blob/master/RELEASE.md) | >=3.9,<3.11 | 2.59.0 | 1.16.0 | 10.0.1 | nightly (2.x) | 1.16.1 | 1.16.1 | 0.47.0 | 2.16.1 | 1.16.0 | 1.16.1
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[1.16.0](https://github.com/tensorflow/tfx/blob/v1.16.0/RELEASE.md) | >=3.9,<3.11 | 2.59.0 | 1.16.0 | 10.0.1 | 2.16 | 1.16.1 | 1.16.1 | 0.47.0 | 2.16.1 | 1.16.0 | 1.16.1
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[1.15.0](https://github.com/tensorflow/tfx/blob/v1.15.0/RELEASE.md) | >=3.9,<3.11 | 2.47.0 | 1.15.0 | 10.0.0 | 2.15 | 1.15.1 | 1.15.0 | 0.46.0 | 2.15.1 | 1.15.0 | 1.15.1
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[1.14.0](https://github.com/tensorflow/tfx/blob/v1.14.0/RELEASE.md) | >=3.8,<3.11 | 2.47.0 | 1.14.0 | 10.0.0 | 2.13 | 1.14.0 | 1.14.0 | 0.45.0 | 2.9.0 | 1.14.0 | 1.14.0
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[1.13.0](https://github.com/tensorflow/tfx/blob/v1.13.0/RELEASE.md) | >=3.8,<3.10 | 2.40.0 | 1.13.1 | 6.0.0 | 2.12 | 1.13.0 | 1.13.1 | 0.44.0 | 2.9.0 | 1.13.0 | 1.13.0
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[1.12.0](https://github.com/tensorflow/tfx/blob/v1.12.0/RELEASE.md) | >=3.7,<3.10 | 2.40.0 | 1.12.0 | 6.0.0 | 2.11 | 1.12.0 | 1.12.0 | 0.43.0 | 2.9.0 | 1.12.0 | 1.12.0

‎RELEASE.md

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## Breaking Changes
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### For Pipeline Authors
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### For Component Authors
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## Deprecations
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## Bug Fixes and Other Changes
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## Dependency Updates
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## Documentation Updates
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# Version 1.16.0
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## Major Features and Improvements
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* N/A
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## Breaking Changes
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* `Placeholder.__format__()` is now disallowed, so you cannot use placeholders
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in f-strings and `str.format()` calls anymore. If you get an error from this,
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most likely you discovered a bug and should not use an f-string in the first
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### For Pipeline Authors
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* N/A
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### For Component Authors
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* N/A
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## Deprecations
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* KubeflowDagRunner (KFP v1 SDK) is deprecated. Use KubeflowV2DagRunner (KFP v2 pipeline spec) instead.
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* Since Estimators will no longer be available in TensorFlow 2.16 and later versions, we have deprecated examples and templates that use them. We encourage you to explore Keras as a more modern and flexible high-level API for building and training models in TensorFlow.
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## Bug Fixes and Other Changes
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* N/A
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## Dependency Updates
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| Package Name | Version Constraints | Previously (in `v1.15.1`) | Comments |
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| -- | -- | -- | -- |
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| `docker` | `>=7,<8` | `>=4.1,<5` | |
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## Documentation Updates
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* N/A
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# Version 1.15.1
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## Major Features and Improvements

‎nightly_test_constraints.txt

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# TODO(b/321609768): Remove pinned Flask-session version after resolving the issue.
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Flask-session<0.6.0
1313

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#TODO(b/329181965): Remove once we migrate TFX to 2.16.
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tensorflow==2.15.1
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tensorflow-text==2.15.0
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tensorflow==2.16.2
15+
tensorflow-text==2.16.1
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keras==3.6.0
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absl-py==1.4.0
1919
aiohappyeyeballs==2.4.3
20-
aiohttp==3.10.9
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aiosignal==1.3.1
2221
alembic==1.13.3
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annotated-types==0.7.0
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anyio==4.6.0
25-
apache-airflow==2.10.2
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apache-airflow-providers-common-compat==1.2.1rc1
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apache-airflow-providers-common-io==1.4.2rc1
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apache-airflow-providers-common-sql==1.18.0rc1
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apache-airflow-providers-fab==1.4.1rc1
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apache-airflow-providers-ftp==3.11.1
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apache-airflow-providers-http==4.13.1
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apache-airflow-providers-imap==3.7.0
33-
apache-airflow-providers-mysql==5.7.2rc1
34-
apache-airflow-providers-smtp==1.8.0
35-
apache-airflow-providers-sqlite==3.9.0
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apache-airflow==2.10.3
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apache-beam==2.59.0
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apispec==6.6.1
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argcomplete==3.5.1
@@ -91,7 +80,6 @@ fasteners==0.19
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fastjsonschema==2.20.0
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filelock==3.16.1
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Flask==2.2.5
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Flask-AppBuilder==4.5.0
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Flask-Babel==2.0.0
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Flask-Caching==2.3.0
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Flask-JWT-Extended==4.6.0
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inflection==0.5.1
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iniconfig==2.0.0
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ipykernel==6.29.5
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ipython==7.34.0
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ipython-genutils==0.2.0
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ipywidgets==7.8.4
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isoduration==20.11.0
@@ -179,7 +166,7 @@ jupyterlab==4.2.5
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jupyterlab_pygments==0.3.0
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jupyterlab_server==2.27.3
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jupyterlab_widgets==1.1.10
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keras==2.15.0
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tf-keras==2.16.0
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keras-tuner==1.4.7
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kfp==2.5.0
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kfp-pipeline-spec==0.2.2
@@ -205,12 +192,12 @@ mdurl==0.1.2
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methodtools==0.4.7
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mistune==3.0.2
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ml-dtypes==0.3.2
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ml-metadata>=1.17.0.dev20241016
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ml-metadata>=1.16.0
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mmh==2.2
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more-itertools==10.5.0
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msgpack==1.1.0
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multidict==6.1.0
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mysql-connector-python==9.0.0
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mysql-connector-python==9.1.0
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mysqlclient==2.2.4
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nbclient==0.10.0
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nbconvert==7.16.4
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protobuf==3.20.3
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psutil==6.0.0
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ptyprocess==0.7.0
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pyarrow==10.0.1
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pyarrow-hotfix==0.6
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pyasn1==0.6.1
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pyasn1_modules==0.4.1
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SQLAlchemy-JSONField==1.0.2
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SQLAlchemy-Utils==0.41.2
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sqlparse==0.5.1
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struct2tensor>=0.47.0.dev20240430; extra == "all"
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struct2tensor>=0.47.0
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tabulate==0.9.0
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tenacity==9.0.0
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tensorboard==2.15.2
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tensorboard==2.16.2
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tensorboard-data-server==0.7.2
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tensorflow==2.15.1
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tensorflow==2.16.2
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tensorflow-cloud==0.1.16
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tensorflow-data-validation>=1.16.0.dev20240508
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tensorflow-data-validation>=1.16.1
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tensorflow-datasets==4.9.3
328-
tensorflow-decision-forests==1.8.1
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tensorflow-decision-forests==1.9.2
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tensorflow-estimator==2.15.0
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tensorflow-hub==0.15.0
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tensorflow-io==0.24.0
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tensorflow-io-gcs-filesystem==0.24.0
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tensorflow-metadata>=1.17.0.dev20241016
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tensorflow-ranking==0.5.5
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tensorflow-serving-api==2.15.1
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tensorflow-text==2.15.0
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tensorflow-transform>=1.16.0.dev20240430
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tensorflow_model_analysis>=0.47.0.dev20240617
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tensorflow-metadata>=1.16.1
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# tensorflow-ranking==0.5.5
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tensorflow-serving-api==2.16.1
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tensorflow-text==2.16.1
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tensorflow-transform>=1.16.0
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tensorflow_model_analysis>=0.47.0
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tensorflowjs==4.17.0
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tensorstore==0.1.66
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termcolor==2.5.0
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terminado==0.18.1
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text-unidecode==1.3
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tflite-support==0.4.4
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tfx-bsl>=1.16.0.dev20240430
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tfx-bsl>=1.16.1
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threadpoolctl==3.5.0
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time-machine==2.16.0
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tinycss2==1.3.0
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webcolors==24.8.0
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webencodings==0.5.1
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websocket-client==0.59.0
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Werkzeug==2.2.3
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widgetsnbextension==3.6.9
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wirerope==0.4.7
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wrapt==1.14.1

‎test_constraints.txt

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# TODO(b/321609768): Remove pinned Flask-session version after resolving the issue.
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Flask-session<0.6.0
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#TODO(b/329181965): Remove once we migrate TFX to 2.16.
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tensorflow==2.15.1
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tensorflow-text==2.15.0
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tensorflow==2.16.2
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tensorflow-text==2.16.1
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keras==3.6.0
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absl-py==1.4.0
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aiohappyeyeballs==2.4.3
20-
aiohttp==3.10.9
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aiosignal==1.3.1
2221
alembic==1.13.3
2322
annotated-types==0.7.0
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anyio==4.6.0
25-
apache-airflow==2.10.2
26-
apache-airflow-providers-common-compat==1.2.1rc1
27-
apache-airflow-providers-common-io==1.4.2rc1
28-
apache-airflow-providers-common-sql==1.18.0rc1
29-
apache-airflow-providers-fab==1.4.1rc1
30-
apache-airflow-providers-ftp==3.11.1
31-
apache-airflow-providers-http==4.13.1
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apache-airflow-providers-imap==3.7.0
33-
apache-airflow-providers-mysql==5.7.2rc1
34-
apache-airflow-providers-smtp==1.8.0
35-
apache-airflow-providers-sqlite==3.9.0
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apache-airflow==2.10.3
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apache-beam==2.59.0
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apispec==6.6.1
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argcomplete==3.5.1
@@ -91,7 +80,6 @@ fasteners==0.19
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fastjsonschema==2.20.0
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filelock==3.16.1
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Flask==2.2.5
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Flask-AppBuilder==4.5.0
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Flask-Babel==2.0.0
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Flask-Caching==2.3.0
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Flask-JWT-Extended==4.6.0
@@ -152,7 +140,6 @@ importlib_resources==6.4.5
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inflection==0.5.1
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iniconfig==2.0.0
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ipykernel==6.29.5
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ipython==7.34.0
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ipython-genutils==0.2.0
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ipywidgets==7.8.4
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isoduration==20.11.0
@@ -179,7 +166,7 @@ jupyterlab==4.2.5
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jupyterlab_pygments==0.3.0
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jupyterlab_server==2.27.3
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jupyterlab_widgets==1.1.10
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keras==2.15.0
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tf-keras==2.16.0
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keras-tuner==1.4.7
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kfp==2.5.0
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kfp-pipeline-spec==0.2.2
@@ -205,11 +192,12 @@ mdurl==0.1.2
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methodtools==0.4.7
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mistune==3.0.2
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ml-dtypes==0.3.2
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ml-metadata>=1.16.0
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mmh==2.2
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more-itertools==10.5.0
210198
msgpack==1.1.0
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multidict==6.1.0
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mysql-connector-python==9.0.0
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mysql-connector-python==9.1.0
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mysqlclient==2.2.4
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nbclient==0.10.0
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nbconvert==7.16.4
@@ -261,7 +249,6 @@ proto-plus==1.24.0
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protobuf==3.20.3
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psutil==6.0.0
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ptyprocess==0.7.0
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pyarrow==10.0.1
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pyarrow-hotfix==0.6
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pyasn1==0.6.1
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pyasn1_modules==0.4.1
@@ -315,27 +302,33 @@ SQLAlchemy==1.4.54
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SQLAlchemy-JSONField==1.0.2
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SQLAlchemy-Utils==0.41.2
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sqlparse==0.5.1
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struct2tensor>=0.47.0
318306
tabulate==0.9.0
319307
tenacity==9.0.0
320-
tensorboard==2.15.2
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tensorboard==2.16.2
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tensorboard-data-server==0.7.2
322-
tensorflow==2.15.1
310+
tensorflow==2.16.2
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tensorflow-cloud==0.1.16
312+
tensorflow-data-validation>=1.16.1
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tensorflow-datasets==4.9.3
325-
tensorflow-decision-forests==1.8.1
314+
tensorflow-decision-forests==1.9.2
326315
tensorflow-estimator==2.15.0
327316
tensorflow-hub==0.15.0
328317
tensorflow-io==0.24.0
329318
tensorflow-io-gcs-filesystem==0.24.0
330-
tensorflow-ranking==0.5.5
331-
tensorflow-serving-api==2.15.1
332-
tensorflow-text==2.15.0
319+
tensorflow-metadata>=1.16.1
320+
# tensorflow-ranking==0.5.5
321+
tensorflow-serving-api==2.16.1
322+
tensorflow-text==2.16.1
323+
tensorflow-transform>=1.16.0
324+
tensorflow_model_analysis>=0.47.0
333325
tensorflowjs==4.17.0
334326
tensorstore==0.1.66
335327
termcolor==2.5.0
336328
terminado==0.18.1
337329
text-unidecode==1.3
338330
tflite-support==0.4.4
331+
tfx-bsl>=1.16.1
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threadpoolctl==3.5.0
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time-machine==2.16.0
341334
tinycss2==1.3.0
@@ -360,7 +353,6 @@ wcwidth==0.2.13
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webcolors==24.8.0
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webencodings==0.5.1
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websocket-client==0.59.0
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Werkzeug==2.2.3
364356
widgetsnbextension==3.6.9
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wirerope==0.4.7
366358
wrapt==1.14.1

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