Tfx-bsl

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* Fixes a bug when `TensorsToRecordBatchConverter` could not handle
`tf.RaggedTensor`s with uniform inner dimensions in TF 1.15.
* Depends on `apache-beam[gcp]>=2.35,<3`.
* Depends on `tensorflow-metadata>=1.6,<1.7`.
* Depends on `numpy>=1.16,<2`.
* Depends on `absl-py>=0.9,<2.0.0`.
* Depends on
`tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* `TensorsToRecordBatchConverter` can now handle `tf.RaggedTensor`s with
uniform inner dimensions.

Bug Fixes and Other Changes

* Depends on `apache-beam[gcp]>=2.34,<3`.
* Depends on
`tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.
* Depends on
`tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,<3`.
* Depends on `tensorflow-metadata>=1.5,<1.6`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Introduces `RecordBatchToExamplesEncoder` that supports encoding nested
`pyarrow.large_list()`s representing `tf.RaggedTensor`s.

Bug Fixes and Other Changes

* Register s2t ops before loading decoder in record_to_tensor_tfxio if
struct2tensor is installed.
* Depends on `pyarrow>=1,<6`.
* Depends on `tensorflow-metadata>=1.4,<1.5`.

Breaking Changes

* N/A

Deprecations

* Deprecated python 3.6 support.

Major Features and Improvements

* N/A

Bug Fixes and Other Changes

* `QuantilesSketch` now ignores NaNs in input values and weights. Previously,
NaNs would lead to incorrect quantiles calculation.
* Fixes a bug when `MisraGriesSketch` would discard excessive number of
elements during `AddValues` and `Compress` and output fewer elements than
requested.
* Depends on
`tensorflow>=1.15.2,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3`.
* Depends on
`tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,<3`.

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* Added support for converting `tf.compat.v1.ragged.RaggedTensorValue`s to
`TensorsToRecordBatchConverter`.
* Depends on `apache-beam[gcp]>=2.31,<3`.
* Depends on `tensorflow-metadata>=1.2,<1.3`.

Bug Fixes and Other Changes

* N/A

Breaking Changes

* N/A

Deprecations

* N/A

Major Features and Improvements

* N/A

Bug fixes and other Changes

* Depends on `google-cloud-bigquery>>=1.28.0,<2.21`.

Breaking Changes

* N/A

Deprecations

* N/A