Tfx-bsl

* This is a bug fix only version, which modified the dependencies.

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Fix in the `tensorflow-serving-api` version constraint.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* `tfx_bsl.public.tfxio.TFGraphRecordDecoder` is now a public API.

Bug Fixes and Other Changes

* Depends on `apache-beam[gcp]>=2.27,<3`.
* Depends on `pyarrow>=1,<3`.
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3`.
* Depends on `tensorflow-metadata>=0.27,<0.28`.
* Depends on `tensorflow-serving>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,<3`.

Breaking changes

* N/A

Deprecations

* N/A

* This is a bug fix only version, which modified the dependencies.

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `apache-beam[gcp]>=2.25,!=2.26.*,<3`.
* Depends on `tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.4.*,<3`.
* Depends on `tensorflow-serving>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.4.*,<3`.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* `.TensorFlowDataset` interface is available in RawTfRecord TFXIO.

Bug Fixes and Other Changes

* Fix TFExampleRecord TFXIO's TensorFlowDataset output key's to match the
tensor representation's tensor name (Previously this assumed the user
provided a tensor name that is the same as the feature name).
* Add utility in tensor_representation_util.py to get source columns from a
tensor representation.
* Depends on `tensorflow-metadata>=0.26,<0.27`.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Add `RecordBatches` interface to TFXIO. This interface returns an iterable
of record batches, which can be used outside of Apache Beam or TensorFlow to
access data.
* From this release TFX-BSL will also be hosting nightly packages on
https://pypi-nightly.tensorflow.org. To install the nightly package use the
following command:


pip install --extra-index-url https://pypi-nightly.tensorflow.org/simple tfx-bsl


Note: These nightly packages are unstable and breakages are likely to
happen. The fix could often take a week or more depending on the complexity
involved for the wheels to be available on the PyPI cloud service. You can
always use the stable version of TFX-BSL available on PyPI by running the
command `pip install tfx-bsl` .

Bug Fixes and Other Changes
* TensorToArrow returns LargeListArray/LargeBinaryArray in place of
ListArray/BinaryArray.
* array_util.IndexIn now supports LargeBinaryArray inputs.
* Depends on `apache-beam[gcp]>=2.25,<3`.
* Depends on `tensorflow-metadata>=0.25,<0.26`.

Breaking changes

* Coders (Example, CSV) do not support outputting ListArray/BinaryArray any
more. They can only output LargeListArray/LargeBinaryArray.

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `apache-beam[gcp]>=2.24,<3`.

Breaking changes

* N/A

Deprecations

* N/A