TFX Basic Shared Libraries 1.9.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on tensorflow-metadata>=1.9,<1.10.
• Depends on tensorflow>=1.15.5,<2 or tensorflow>=2.9,<3.
• Depends on protobuf>=3.13,<3.21.

Breaking Changes

• N/A

Deprecations

• N/A

TFX Basic Shared Libraries 1.8.0

Major Features and Improvements

• Introduced RunInferencePerModel PTransform, which is a vectorized variant
  of RunInference (useful for ensembles).
• Introduced ParquetTFXIO that allows reading data from Parquet files in
  pyarrow.RecordBatch format.
• From this version we will be releasing python 3.9 wheels.
• Depends on apache-beam[gcp]>=2.38,<3.

Bug Fixes and Other Changes

• Depends on tensorflow-metadata>=1.8,<1.9.
• Depends on
  tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.
• Depends on
  tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.

Breaking Changes

• N/A

Deprecations

• N/A

TFX Basic Shared Libraries 1.7.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Depends on apache-beam[gcp]>=2.36,<3.
• Depends on tensorflow-metadata>=1.7,<1.8.
• Depends on
  tensorflow>=1.15.5,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.
• Depends on
  tensorflow-serving-api>=1.15,!=2.0.*,!=2.1.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,<3.
• Added a TFXIO where the user defines the beam source.

Breaking Changes

• N/A

Deprecations

• N/A

TFX Basic Shared Libraries 1.6.0

Major Features and Improvements

• N/A

Bug Fixes and Other Changes

• Fixes a bug when TensorsToRecordBatchConverter could not handle
  tf.RaggedTensors 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

TFX Basic Shared Libraries 1.5.0

Major Features and Improvements

• TensorsToRecordBatchConverter can now handle tf.RaggedTensors 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

TFX Basic Shared Libraries 1.4.0

Major Features and Improvements

• Introduces RecordBatchToExamplesEncoder that supports encoding nested
  pyarrow.large_list()s representing tf.RaggedTensors.

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.

TFX Basic Shared Libraries

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

TFX Basic Shared Libraries 1.2.0

Major Features and Improvements

• Added support for converting tf.compat.v1.ragged.RaggedTensorValues 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

TFX Basic Shared Libraries 1.1.1

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

TFX Basic Shared Libraries 1.1.0

Major Features and Improvements

• Provided the SQL query ability for Apache Arrow RecordBatch. It's not
  available under Windows.

Bug Fixes and Other Changes

• Depends on protobuf>=3.13,<4.
• Upgraded the protobuf (com_google_protobuf) to 3.13.0.
• Upgraded the bazel_skylib to 1.0.2 due to the upgrading of protobuf.
• Depends on tensorflow-metadata>=1.1,<1.2.

Breaking Changes

• The minimum required OS version for the macOS is 10.14 now.

Deprecations

• N/A