Struct2tensor

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Allow path to concat with string.
* Bumped the minimum bazel version required to build `struct2tensor` to 3.7.2.
* Depends on `tensorflow-metadata>=0.29,<0.30`

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `tensorflow-metadata>=0.28,<0.29`

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `pyarrow>=1,<3`
* Depends on `tensorflow>=2.4.0,<2.5`
* Depends on `tensorflow-metadata>=0.27,<0.28`

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Created a docker image that contains a TF model server with struct2tensor
ops linked. This docker image is available at
`gcr.io/tfx-oss-public/s2t_tf_serving` .
* Add support for string_views for intermediate serialized protos. To use, set
the option "use_string_view" in CalculateOptions to true. string_views are
potentially more memory bandwidth efficient depending on the depth and
complexity of the input proto.

Bug Fixes and Other Changes

* Depends on `tensorflow-metadata>=0.26,<0.27`.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* From this release Struct2Tensor 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 struct2tensor


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 struct2tensor available on PyPI by running
the command `pip install struct2tensor` .

Bug Fixes and Other Changes

* Update __init__.py to import the API, instead of just the modules.
* Provide an __init__.py for struct2tensor.expression_impl directory. This is
meant for power users.
* Update python notebook to use import style.
* Fix bug in prensor_to_structured_tensor.
* Depends on `tensorflow-metadata>=0.25,<0.26`.
* Depends on `pyarrow>=0.17,<1`.

Breaking changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Add support for converting prensor to `StructuredTensor`.

Bug Fixes and Other Changes

* Depends on `tensorflow>=2.3.0,<2.4`
* Depends on `tensorflow-metadata>=0.24,<0.25`

Breaking changes

* N/A

Deprecations

* Deprecated py3.5 support