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Merge pull request #11 from dhruvesh09/r0.24.0
R0.24.0
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RELEASE.md

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<!-- mdlint off(HEADERS_TOO_MANY_H1) -->
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# Current version (not yet released; still in development)
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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## Breaking changes
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## Deprecations
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# Version 0.24.0
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## Major Features and Improvements
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## Deprecations
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* Deprecated Python 3.5 support.
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# Version 0.23.0
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## Major Features and Improvements
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* Added disallow_inf to FloatDomain message in schema.proto.
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* Added new Anomaly type to describe data that has unexpected Infs / -Infs.
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* Added new Anomaly and Schema field for specifying ratio of supported images.
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* Added value_counts field to Feature message in schema.proto, which describes
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the number of values for features that have more than one nestedness level.
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* Added new anomaly type VALUE_NESTEDNESS_MISMATCH to describe data that has a
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nestedness level that does not match the schema.
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* Added new Any type value to CustomStatistic.
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## Bug Fixes and Other Changes
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* Add ProblemStatement and Metric Python proto stubs.
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* Use absltest instead of unittest.
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## Breaking changes
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* N/A
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## Deprecations
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* Drops Python 2 support.
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* Note: We plan to remove Python 3.5 support after this release.
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# Version 0.22.2
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## Major Features and Improvements
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* Added UniqueConstraints to Feature message in schema.proto.
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* Added new Anomaly types to describe data that does not conform to
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UniqueConstraints.
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* Added PresenceAndValencyStatistics to CommonStatistics.
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## Bug Fixes and Other Changes
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## Breaking changes
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## Deprecations
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# Version 0.22.1
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## Major Features and Improvements
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* Added RaggedTensor in TensorRepresentation
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## Bug Fixes and Other Changes
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## Breaking changes
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## Deprecations
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# Version 0.22.0
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Added a new type of Anomaly: DATASET_HIGH_NUM_EXAMPLES
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* Added a new field to dataset_constraints: max_examples_count
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* Added a multi-label TaskType.
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* Removed ProblemStatementNamespace proto
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* Removed ProblemStatementReference proto
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* Removed field ProblemStatement.implements
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## Breaking Changes
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## Deprecations
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# Version 0.21.2
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Fixed a compatibility issue with newer bazel versions.
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* Started pulling TF 1.15.2 source for building.
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## Breaking Changes
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## Deprecations
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# Version 0.21.1
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Added support for specifying behavior of rare / OOV multiclass labels.
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* Added anomaly types related to weighted features.
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* Added support for storing lift stats on weighted examples.
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## Breaking changes
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* The removal of `lift_series` from `CategoricalCrossStats` and the change of
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type of `LiftSeries.LiftValue.lift` from float to double will cause parsing
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failures for serialized protos written written by version 0.21.0 which
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contained the deleted or changed fields.
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## Deprecations
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# Version 0.21.0
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Added protos for categorical cross statistics using lift.
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* Added a new type of Anomaly: FLOAT_TYPE_HAS_NAN
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* Added a new field to float_domain: disallow_nans
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## Breaking Changes
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## Deprecations
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# Version 0.15.2
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Added SparseTensor to TensorRepresentation.
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* Added a new type of Anomaly
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## Breaking Changes
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## Deprecations
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# Version 0.15.1
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## Bug Fixes and Other Changes
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* Add WeightedFeature to schema.
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* Add min_examples_count to DatasetConstraints and DATASET_LOW_NUM_EXAMPLES
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anomaly type.
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* Add TimeOfDay domain and UNIX_DAY granularity for TimeDomain in schema.
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* Added TensorRepresentation to schema.
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# Version 0.15.0
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No significant changes. Upgrading to keep version alignment.
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Adding CustomMetric to PerformanceMetric.
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## Breaking changes
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## Deprecations
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# Version 0.14.0
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## Major Features and Improvements
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## Bug Fixes and Other Changes
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* Added an Any field to Schema Feature, for storing arbitrary structured
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data.
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## Breaking changes
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* Refactoring ProblemStatement and related protos. At present, these are not
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stable.
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## Deprecations
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# Version 0.13.0
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## Major Features and Improvements
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* Added ProblemStatement.
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## Bug Fixes and Other Changes
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## Breaking changes
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## Deprecations
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# Version 0.12.0
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## Major Features and Improvements
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* Add support for declaring sparse features.
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* Add support for schema diff regions.
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## Bug Fixes and Other Changes
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## Breaking changes
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## Deprecations
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# Version 0.9.0
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## Major Features and Improvements
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* Adding functionality for handling structured data.
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## Bug Fixes and Other Changes
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* StructStatistics.common_statistics changed to
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StructStatistics.common_stats to agree with Facets.
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## Breaking changes
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* The change from StructStatistics.common_statistics to
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StructStatistics.common_stats may break code that had this field set and
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was serializing to some text format. The wire format should be fine.
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# Version 0.6.0
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## Major Features and Improvements
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* Use the same version of protobuf as tensorflow.
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* Added support for structural statistics.
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* Added new error types.
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* Removed DiffRegion.
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* added RankHistogram to CustomStatistics.
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## Bug Fixes and Other Changes
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## Breaking changes
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* Removed DiffRegion.
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# Version 0.5.0
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## Major Features and Improvements
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* Established tf.Metadata as a standalone package.
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## Bug Fixes and Other Changes
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## Breaking changes
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* Moved tf.Metadata code out of TF-Transform code tree, requiring package
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dependency updates and import updates.

tensorflow_metadata/version.py

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"""Contains the version string of TFMD."""
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# Note that setup.py uses this version.
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__version__ = '0.25.0.dev'
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__version__ = '0.24.0'

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