Tfx-bsl

Major Features and Improvements

* Misra-Gries sketch: added support for replacing large string blobs with
a configurable placeholder, and replacing invalid utf-8 sequences with
a configurable placeholder.

Bug Fixes and Other Changes

* Depends on `tensorflow-metadata>=0.30,<0.31`.

Breaking Changes

* Removed `tfx_bsl.beam.shared`. It is now available in Apache Beam.
Use `apache_beam.utils.shared` instead.

Deprecations

* N/A

Major Features and Improvements

* Add RawRecordTensorFlowDataset interface to record based tfxios.
* TensorToArrowConverter now can handle generic SparseTensors (>=3-d).
* Added `RecordToTensorTFXIO.DecodeFunction()` to get the decoder as a TF
function.

Bug Fixes and Other Changes

* Depends on `absl-py>=0.9,<0.13`.
* Depends on `tensorflow-metadata>=0.29,<0.30`.
* Bumped the mininum bazel version required to build `tfx_bsl` to 3.7.2.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Depends on `apache-beam[gcp]>=2.28,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* RunInference can now be applied on serialized tf.train.{Example,
SequenceExample} for all methods as well as any other kind of serialized
structure for the Predict method.
* RunInference can now operate on PCollection[K, V] in a key-forwarding mode
(whereby the key is left unchanged while inference is performed on the
value).
* RunInference is now more performant.

Bug Fixes and Other Changes

* Depends on `numpy>=1.16,<1.20`.
* Depends on `tensorflow-metadata>=0.28,<0.29`.

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

* 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