TFDV 0.22.0 Release

PiperOrigin-RevId: 311822367

Author: tfx-copybara

README.md

@@ -177,7 +177,8 @@ other *untested* combinations may also work.
 
 |tensorflow-data-validation                                                            |tensorflow        |apache-beam[gcp] |pyarrow |
 |--------------------------------------------------------------------------------------|------------------|-----------------|--------|
-|[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) |nightly (1.x/2.x) |2.17.0           |0.15.0  |
+|[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) |nightly (1.x/2.x) |2.20.0           |0.16.0  |
+|[0.22.0](https://github.com/tensorflow/data-validation/blob/v0.22.0/RELEASE.md)       |1.15 / 2.2        |2.20.0           |0.16.0  |
 |[0.21.5](https://github.com/tensorflow/data-validation/blob/v0.21.5/RELEASE.md)       |1.15 / 2.1        |2.17.0           |0.15.0  |
 |[0.21.4](https://github.com/tensorflow/data-validation/blob/v0.21.4/RELEASE.md)       |1.15 / 2.1        |2.17.0           |0.15.0  |
 |[0.21.2](https://github.com/tensorflow/data-validation/blob/v0.21.2/RELEASE.md)       |1.15 / 2.1        |2.17.0           |0.15.0  |

RELEASE.md

@@ -1,6 +1,6 @@
 <!-- mdlint off(HEADERS_TOO_MANY_H1) -->
 
-# Current Version(Still in Development)
+# Version 0.22.0
 
 ## Major Features and Improvements
 
@@ -19,14 +19,21 @@
     tfrecord files respectively.
 *   Modify `tfdv.load_statistics` to handle reading statistics from TFRecord and
     text files.
-*   Requires `pyarrow>=0.16,<1`.
 *   Added an extra requirement group `mutual-information`. As a result, barebone
     TFDV does not require `scikit-learn` any more.
-*   Added an extra requirement group `visualization`. As a result, barebone
-    TFDV does not require `ipython` any more.
+*   Added an extra requirement group `visualization`. As a result, barebone TFDV
+    does not require `ipython` any more.
 *   Added an extra requirement group `all` that specifies all the extra
     dependencies TFDV needs. Use `pip install tensorflow-data-validation[all]`
     to pull in those dependencies.
+*   Depends on `pyarrow>=0.16,<0.17`.
+*   Depends on `apache-beam[gcp]>=2.20,<3`.
+*   Depends on `ipython>=7,<8;python_version>="3"'.
+*   Depends on `scikit-learn>=0.18,<0.24'.
+*   Depends on `tensorflow>=1.15,!=2.0.*,<3`.
+*   Depends on `tensorflow-metadata>=0.22.0,<0.23`.
+*   Depends on `tensorflow-transform>=0.22,<0.23`.
+*   Depends on `tfx-bsl>=0.22,<0.23`.
 
 ## Known Issues
 
@@ -49,6 +56,8 @@
 
 ## Deprecations
 
+*   Deprecating Py2 support.
+
 # Release 0.21.5
 
 ## Major Features and Improvements

g3doc/install.md

@@ -174,7 +174,8 @@ other *untested* combinations may also work.
 
 tensorflow-data-validation                                                            | tensorflow        | apache-beam[gcp] | pyarrow
 ------------------------------------------------------------------------------------- | ----------------- | ---------------- | -------
-[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) | nightly (1.x/2.x) | 2.17.0           | 0.15.0
+[GitHub master](https://github.com/tensorflow/data-validation/blob/master/RELEASE.md) | nightly (1.x/2.x) | 2.20.0           | 0.16.0
+[0.22.0](https://github.com/tensorflow/data-validation/blob/v0.22.0/RELEASE.md)       | 1.15 / 2.2        | 2.20.0           | 0.16.0
 [0.21.5](https://github.com/tensorflow/data-validation/blob/v0.21.5/RELEASE.md)       | 1.15 / 2.1        | 2.17.0           | 0.15.0
 [0.21.4](https://github.com/tensorflow/data-validation/blob/v0.21.4/RELEASE.md)       | 1.15 / 2.1        | 2.17.0           | 0.15.0
 [0.21.2](https://github.com/tensorflow/data-validation/blob/v0.21.2/RELEASE.md)       | 1.15 / 2.1        | 2.17.0           | 0.15.0

setup.py

@@ -40,15 +40,11 @@ def has_ext_modules(self):
 
 
 def _make_mutual_information_requirements():
-  return ['scikit-learn>=0.18,<0.22']
+  return ['scikit-learn>=0.18,<0.24']
 
 
 def _make_visualization_requirements():
   return [
-      # ipython>=6 is not available for python2.
-      # TODO(b/142656402): clean it up once we don't need to support python2 any
-      # more.
-      'ipython>=5,<6;python_version<"3"',
       'ipython>=7,<8;python_version>="3"',
   ]
 
@@ -84,9 +80,6 @@ def _make_all_extra_requirements():
         'Operating System :: POSIX :: Linux',
         'Operating System :: Microsoft :: Windows',
         'Programming Language :: Python',
-        'Programming Language :: Python :: 2',
-        'Programming Language :: Python :: 2.7',
-        'Programming Language :: Python :: 3',
         'Programming Language :: Python :: 3.5',
         'Programming Language :: Python :: 3.6',
         'Programming Language :: Python :: 3.7',
@@ -105,16 +98,15 @@ def _make_all_extra_requirements():
         # TODO(b/149841057): remove once avro has a healthy release.
         'avro-python3>=1.8.1,!=1.9.2.*,<2.0.0; python_version=="3.5" and platform_system=="Darwin"',
         'absl-py>=0.7,<0.9',
-        'apache-beam[gcp]>=2.17,<3',
+        'apache-beam[gcp]>=2.20,<3',
         'numpy>=1.16,<2',
         'protobuf>=3.7,<4',
-        'pyarrow>=0.16,<1',
+        'pyarrow>=0.16,<0.17',
         'six>=1.12,<2',
-        'tensorflow>=1.15,<3',
-        'tensorflow-metadata>=0.21.1,<0.22',
-        'tensorflow-transform>=0.21,<0.22',
-        # TODO(zhuo): Revisit this dependency before releasing.
-        'tfx-bsl>=0.21.3,<0.23',
+        'tensorflow>=1.15,!=2.0.*,<3',
+        'tensorflow-metadata>=0.22,<0.23',
+        'tensorflow-transform>=0.22,<0.23',
+        'tfx-bsl>=0.22,<0.23',
 
         'pandas>=0.24,<1',
         # TODO(b/139941423): Consider using multi-processing provided by
@@ -127,7 +119,7 @@ def _make_all_extra_requirements():
         'visualization': _make_visualization_requirements(),
         'all': _make_all_extra_requirements(),
     },
-    python_requires='>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,<4',
+    python_requires='>=3.5,<4',
     packages=find_packages(),
     include_package_data=True,
     package_data={'': ['*.lib', '*.pyd', '*.so']},

tensorflow_data_validation/version.py

@@ -15,4 +15,4 @@
 """Contains the version string of TFDV."""
 
 # Note that setup.py uses this version.
-__version__ = '0.22.0.dev'
+__version__ = '0.22.0'

tensorflow_data_validation/workspace.bzl

@@ -19,7 +19,7 @@ def tf_data_validation_workspace():
     # Fetch tf.Metadata repo from GitHub.
     git_repository(
         name = "com_github_tensorflow_metadata",
-        commit = "7225352f33a07367a205ca8132e85272e034b7a8",
+        commit = "8b0aa117f5850b1a61e1a976dcf5a17a8fcb34cd",
         remote = "https://github.com/tensorflow/metadata.git",
     )
     # LINT.ThenChange(//third_party/py/tensorflow_data_validation/google/copy.bara.sky)