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TFMA 0.21.4 Release
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README.md

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|tensorflow-model-analysis |tensorflow |apache-beam[gcp]|
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|------------------------------------------------------------------------------------|--------------|----------------|
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|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md)|nightly (1.x/2.x) |2.17.0 |
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|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md)|nightly (1.x/2.x) |2.19.0 |
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|[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md) |1.15 / 2.1 |2.19.0 |
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|[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md) |1.15 / 2.1 |2.17.0 |
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|[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md) |1.15 / 2.1 |2.17.0 |
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|[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md) |1.15 / 2.1 |2.17.0 |

RELEASE.md

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# Current Version(Still in development)
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# Release 0.21.4
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## Major Features and Improvements
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unless a keras metric was added to the config.
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* Depends on `pandas>=0.24,<2`.
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* Depends on `pyarrow>=0.15,<1`.
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* Depends on 'tfx-bsl>=0.21.3,<0.23',
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* Depends on 'tensorflow>=1.15,!=2.0.*,<3',
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* Depends on 'apache-beam[gcp]>=2.17,<2.18',
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## Breaking changes
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g3doc/install.md

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tensorflow-model-analysis | tensorflow | apache-beam[gcp]
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------------------------------------------------------------------------------------ | ----------------- | ----------------
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[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | nightly (1.x/2.x) | 2.17.0
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[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md) | 1.15 / 2.1 | 2.17.0
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[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md) | 1.15 / 2.1 | 2.17.0

setup.py

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# TODO(b/149399451): This is a workaround for broken avro-python3 1.9.2
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# release. Remove once having a healthy new release.
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'avro-python3>=1.8.1,!=1.9.2.*,!=<2.0.0; python_version>="3.0"',
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'apache-beam[gcp]>=2.17,<3',
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'apache-beam[gcp]>=2.17,<2.18',
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'ipywidgets>=7,<8',
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'jupyter>=1,<2',
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'numpy>=1.16,<2',
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'scipy == 1.4.1;python_version>="3"',
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'scipy == 1.2.2;python_version<"3"',
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'six>=1.12,<2',
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'tensorflow>=1.15,<3',
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'tensorflow>=1.15,!=2.0.*,<3',
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'tensorflow-metadata>=0.21,<0.22',
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'tfx-bsl>=0.21,<0.23'
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'tfx-bsl>=0.21.3,<0.23'
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],
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'python_requires': '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,<4',
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'packages': find_packages(),

tensorflow_model_analysis/version.py

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# Version string for this release of TFMA.
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# Note that setup.py reads and uses this version.
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VERSION_STRING = '0.22.0dev'
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VERSION_STRING = '0.21.4'

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