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TFDV 1.4.0 Release
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README.md

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tensorflow-data-validation | apache-beam[gcp] | pyarrow | tensorflow | tensorflow-metadata | tensorflow-transform | tfx-bsl
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------------------------------------------------------------------------------------- | ---------------- | ------- | ----------------- | ------------------- | -------------------- | -------
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[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) | 2.32.0 | 2.0.0 | nightly (1.x/2.x) | 1.2.0 | n/a | 1.3.0
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[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) | 2.32.0 | 2.0.0 | nightly (1.x/2.x) | 1.4.0 | n/a | 1.4.0
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[1.4.0](https://github.com/tensorflow/data-validation/blob/v1.4.0/RELEASE.md) | 2.32.0 | 2.0.0 | 1.15 / 2.6 | 1.4.0 | n/a | 1.4.0
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[1.3.0](https://github.com/tensorflow/data-validation/blob/v1.3.0/RELEASE.md) | 2.32.0 | 2.0.0 | 1.15 / 2.6 | 1.2.0 | n/a | 1.3.0
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[1.2.0](https://github.com/tensorflow/data-validation/blob/v1.2.0/RELEASE.md) | 2.31.0 | 2.0.0 | 1.15 / 2.5 | 1.2.0 | n/a | 1.2.0
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[1.1.1](https://github.com/tensorflow/data-validation/blob/v1.1.1/RELEASE.md) | 2.29.0 | 2.0.0 | 1.15 / 2.5 | 1.1.0 | n/a | 1.1.1

RELEASE.md

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## Major Features and Improvements
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## Bug Fixes and Other Changes
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## Known Issues
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## Breaking Changes
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## Deprecations
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# Version 1.4.0
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## Major Features and Improvements
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* Float features can now be analyzed as categorical for the purposes of top-k
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and unique count using experimental sketch based generators.
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* Support SQL based slicing in TFDV. This would enable slicing (using SQL) in
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return samples of anomalous examples.
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* Changes to source code ensures that it can now work with `pyarrow>=3`.
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* Add `load_anomalies_binary` utility function.
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* Depends on `pyarrow>=1,<6`.
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* Merge two accumulators at a time instead of batching.
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* BasicStatsGenerator is now responsible for setting
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FeatureNameStatistics.Type. Previously it was possible for a top-k generator
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and BasicStatsGenerator to set different types for categorical numeric
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features with physical type STRING.
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* Depends on `pyarrow>=1,<6`.
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* Depends on `tensorflow-metadata>=1.4,<1.5`.
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* Depends on `tfx-bsl>=1.4,<1.5`.
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## Known Issues
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* N/A
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## Breaking Changes
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* N/A
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## Deprecations
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* Deprecated python 3.6 support.

g3doc/install.md

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sudo docker-compose run -e PYTHON_VERSION=${PYTHON_VERSION} manylinux2010
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```
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where `PYTHON_VERSION` is one of `{36, 37, 38}`.
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where `PYTHON_VERSION` is one of `{37, 38}`.
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A wheel will be produced under `dist/`.
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tensorflow-data-validation | apache-beam[gcp] | pyarrow | tensorflow | tensorflow-metadata | tensorflow-transform | tfx-bsl
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------------------------------------------------------------------------------------- | ---------------- | ------- | ----------------- | ------------------- | -------------------- | -------
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[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) | 2.32.0 | 2.0.0 | nightly (1.x/2.x) | 1.2.0 | n/a | 1.3.0
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[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) | 2.32.0 | 2.0.0 | nightly (1.x/2.x) | 1.4.0 | n/a | 1.4.0
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[1.4.0](https://github.com/tensorflow/data-validation/blob/v1.4.0/RELEASE.md) | 2.32.0 | 2.0.0 | 1.15 / 2.6 | 1.4.0 | n/a | 1.4.0
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[1.3.0](https://github.com/tensorflow/data-validation/blob/v1.3.0/RELEASE.md) | 2.32.0 | 2.0.0 | 1.15 / 2.6 | 1.2.0 | n/a | 1.3.0
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[1.2.0](https://github.com/tensorflow/data-validation/blob/v1.2.0/RELEASE.md) | 2.31.0 | 2.0.0 | 1.15 / 2.5 | 1.2.0 | n/a | 1.2.0
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[1.1.1](https://github.com/tensorflow/data-validation/blob/v1.1.1/RELEASE.md) | 2.29.0 | 2.0.0 | 1.15 / 2.5 | 1.1.0 | n/a | 1.1.1

setup.py

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'six>=1.12,<2',
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'tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3',
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'tensorflow-metadata' + select_constraint(
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default='>=1.2,<1.3',
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nightly='>=1.3.0.dev',
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default='>=1.4,<1.5',
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nightly='>=1.5.0.dev',
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git_master='@git+https://github.com/tensorflow/metadata@master'),
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'tfx-bsl' + select_constraint(
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default='>=1.3.0,<1.4',
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nightly='>=1.4.0.dev',
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default='>=1.4.0,<1.5',
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nightly='>=1.5.0.dev',
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git_master='@git+https://github.com/tensorflow/tfx-bsl@master'),
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],
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extras_require={

tensorflow_data_validation/version.py

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"""Contains the version string of TFDV."""
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# Note that setup.py uses this version.
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__version__ = '1.4.0.dev'
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__version__ = '1.5.0.dev'

tensorflow_data_validation/workspace.bzl

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# Fetch tf.Metadata repo from GitHub.
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git_repository(
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name = "com_github_tensorflow_metadata",
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commit = "b028bc6e2f966cbbfd12a8a8b3408d17bf91c1e4",
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commit = "6788bf28180bc4bd39f5e6023a7adf98c983119a",
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remote = "https://github.com/tensorflow/metadata.git",
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)
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# LINT.ThenChange(//third_party/py/tensorflow_data_validation/google/copy.bara.sky)

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