TFMA 0.22.0 Release

PiperOrigin-RevId: 311410098
stjordanis · May 13, 2020 · c310eb1 · c310eb1
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diff --git a/README.md b/README.md
@@ -91,7 +91,8 @@ combinations may also work.
 
 |tensorflow-model-analysis                                                           |tensorflow    |apache-beam[gcp]|
 |------------------------------------------------------------------------------------|--------------|----------------|
-|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md)|nightly (1.x/2.x) |2.19.0      |
+|[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md)|nightly (1.x/2.x) |2.20.0          |
+|[0.22.0](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md)      |1.15 / 2.2    |2.20.0          |
 |[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md)      |1.15 / 2.1    |2.19.0          |
 |[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md)      |1.15 / 2.1    |2.19.0          |
 |[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md)      |1.15 / 2.1    |2.19.0          |

diff --git a/RELEASE.md b/RELEASE.md
@@ -1,4 +1,4 @@
-# Current Version (Still in Development)
+# Version 0.22.0
 
 ## Major Features and Improvements
 
@@ -23,7 +23,6 @@
     containing micro-aggregation computations.
 *   Remove batched keys. Instead use the same keys for batched and unbatched
     extract.
-*   Depends on `pyarrow>=0.16,<1`.
 *   Adding support to visualize Fairness Indicators in Fairness Indicators
     TensorBoard Plugin by providing remote evalution path in query parameter:
     `<tensorboard_url>#fairness_indicators&
@@ -34,6 +33,11 @@
     member of default_writers.
 *   Updated tfma.ExtractEvaluateAndWriteResults to accept Extracts as input in
     addition to serialize bytes and Arrow RecordBatches.
+*   Depends on `apache-beam[gcp]>=2.20,<3`.
+*   Depends on `pyarrow>=0.16,<1`.
+*   Depends on `tensorflow>=1.15,!=2.0.*,<3`.
+*   Depends on `tensorflow-metadata>=0.22,<0.23`.
+*   Depends on `tfx-bsl>=0.22,<0.23`.
 
 ## Breaking changes
 
@@ -44,6 +48,8 @@
 
 ## Deprecations
 
+*   Deprecating Py2 support.
+
 # Release 0.21.6
 
 ## Major Features and Improvements

diff --git a/g3doc/install.md b/g3doc/install.md
@@ -58,31 +58,32 @@ The following table is the TFMA package versions that are compatible with each
 other. This is determined by our testing framework, but other *untested*
 combinations may also work.
 
-tensorflow-model-analysis                                                            | tensorflow        | apache-beam[gcp]
------------------------------------------------------------------------------------- | ----------------- | ----------------
-[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | nightly (1.x/2.x) | 2.19.0
-[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md)       | 1.15 / 2.1        | 2.19.0
-[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md)       | 1.15 / 2.1        | 2.19.0
-[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md)       | 1.15 / 2.1        | 2.17.0
-[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md)       | 1.15 / 2.1        | 2.17.0
-[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md)       | 1.15 / 2.1        | 2.17.0
-[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md)       | 1.15 / 2.1        | 2.17.0
-[0.21.0](https://github.com/tensorflow/model-analysis/blob/v0.21.0/RELEASE.md)       | 1.15 / 2.1        | 2.17.0
-[0.15.4](https://github.com/tensorflow/model-analysis/blob/v0.15.4/RELEASE.md)       | 1.15 / 2.0        | 2.16.0
-[0.15.3](https://github.com/tensorflow/model-analysis/blob/v0.15.3/RELEASE.md)       | 1.15 / 2.0        | 2.16.0
-[0.15.2](https://github.com/tensorflow/model-analysis/blob/v0.15.2/RELEASE.md)       | 1.15 / 2.0        | 2.16.0
-[0.15.1](https://github.com/tensorflow/model-analysis/blob/v0.15.1/RELEASE.md)       | 1.15 / 2.0        | 2.16.0
-[0.15.0](https://github.com/tensorflow/model-analysis/blob/v0.15.0/RELEASE.md)       | 1.15              | 2.16.0
-[0.14.0](https://github.com/tensorflow/model-analysis/blob/v0.14.0/RELEASE.md)       | 1.14              | 2.14.0
-[0.13.1](https://github.com/tensorflow/model-analysis/blob/v0.13.1/RELEASE.md)       | 1.13              | 2.11.0
-[0.13.0](https://github.com/tensorflow/model-analysis/blob/v0.13.0/RELEASE.md)       | 1.13              | 2.11.0
-0.12.1                                                                               | 1.12              | 2.10.0
-0.12.0                                                                               | 1.12              | 2.10.0
-[0.11.0](https://github.com/tensorflow/model-analysis/blob/v0.11.0/RELEASE.md)       | 1.11              | 2.8.0
-[0.9.2](https://github.com/tensorflow/model-analysis/blob/v0.9.2/RELEASE.md)         | 1.9               | 2.6.0
-[0.9.1](https://github.com/tensorflow/model-analysis/blob/v0.9.1/RELEASE.md)         | 1.10              | 2.6.0
-[0.9.0](https://github.com/tensorflow/model-analysis/blob/v0.9.0/RELEASE.md)         | 1.9               | 2.5.0
-[0.6.0](https://github.com/tensorflow/model-analysis/blob/v0.6.0/RELEASE.md)         | 1.6               | 2.4.0
+tensorflow-model-analysis                                                            | tensorflow    | apache-beam[gcp]
+------------------------------------------------------------------------------------ | ------------- | ----------------
+[GitHub master](https://github.com/tensorflow/model-analysis/blob/master/RELEASE.md) | nightly (2.x) | 2.20.0
+[0.22.0](https://github.com/tensorflow/model-analysis/blob/v0.22.0/RELEASE.md)       | 1.15 / 2.2    | 2.20.0
+[0.21.6](https://github.com/tensorflow/model-analysis/blob/v0.21.6/RELEASE.md)       | 1.15 / 2.1    | 2.19.0
+[0.21.5](https://github.com/tensorflow/model-analysis/blob/v0.21.5/RELEASE.md)       | 1.15 / 2.1    | 2.19.0
+[0.21.4](https://github.com/tensorflow/model-analysis/blob/v0.21.4/RELEASE.md)       | 1.15 / 2.1    | 2.17.0
+[0.21.3](https://github.com/tensorflow/model-analysis/blob/v0.21.3/RELEASE.md)       | 1.15 / 2.1    | 2.17.0
+[0.21.2](https://github.com/tensorflow/model-analysis/blob/v0.21.2/RELEASE.md)       | 1.15 / 2.1    | 2.17.0
+[0.21.1](https://github.com/tensorflow/model-analysis/blob/v0.21.1/RELEASE.md)       | 1.15 / 2.1    | 2.17.0
+[0.21.0](https://github.com/tensorflow/model-analysis/blob/v0.21.0/RELEASE.md)       | 1.15 / 2.1    | 2.17.0
+[0.15.4](https://github.com/tensorflow/model-analysis/blob/v0.15.4/RELEASE.md)       | 1.15 / 2.0    | 2.16.0
+[0.15.3](https://github.com/tensorflow/model-analysis/blob/v0.15.3/RELEASE.md)       | 1.15 / 2.0    | 2.16.0
+[0.15.2](https://github.com/tensorflow/model-analysis/blob/v0.15.2/RELEASE.md)       | 1.15 / 2.0    | 2.16.0
+[0.15.1](https://github.com/tensorflow/model-analysis/blob/v0.15.1/RELEASE.md)       | 1.15 / 2.0    | 2.16.0
+[0.15.0](https://github.com/tensorflow/model-analysis/blob/v0.15.0/RELEASE.md)       | 1.15          | 2.16.0
+[0.14.0](https://github.com/tensorflow/model-analysis/blob/v0.14.0/RELEASE.md)       | 1.14          | 2.14.0
+[0.13.1](https://github.com/tensorflow/model-analysis/blob/v0.13.1/RELEASE.md)       | 1.13          | 2.11.0
+[0.13.0](https://github.com/tensorflow/model-analysis/blob/v0.13.0/RELEASE.md)       | 1.13          | 2.11.0
+0.12.1                                                                               | 1.12          | 2.10.0
+0.12.0                                                                               | 1.12          | 2.10.0
+[0.11.0](https://github.com/tensorflow/model-analysis/blob/v0.11.0/RELEASE.md)       | 1.11          | 2.8.0
+[0.9.2](https://github.com/tensorflow/model-analysis/blob/v0.9.2/RELEASE.md)         | 1.9           | 2.6.0
+[0.9.1](https://github.com/tensorflow/model-analysis/blob/v0.9.1/RELEASE.md)         | 1.10          | 2.6.0
+[0.9.0](https://github.com/tensorflow/model-analysis/blob/v0.9.0/RELEASE.md)         | 1.9           | 2.5.0
+[0.6.0](https://github.com/tensorflow/model-analysis/blob/v0.6.0/RELEASE.md)         | 1.6           | 2.4.0
 
 ## Questions
 

diff --git a/setup.py b/setup.py
@@ -270,12 +270,12 @@ def run(self):
         # TODO(b/149399451): 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"'),
-        'apache-beam[gcp]>=2.17,<3',
+        'apache-beam[gcp]>=2.20,<3',
         'ipywidgets>=7,<8',
         'jupyter>=1,<2',
         'numpy>=1.16,<2',
         # Upgrade min version to 1.0 once we deprecate support for
-        # Python 2.7 and 3.5
+        # Python 3.5
         'pandas>=0.24,<2',
         'protobuf>=3.7,<4',
         'pyarrow>=0.16,<1',
@@ -284,12 +284,11 @@ def run(self):
         'scipy == 1.4.1;python_version>="3"',
         'scipy == 1.2.2;python_version<"3"',
         'six>=1.12,<2',
-        'tensorflow>=1.15,<3',
-        'tensorflow-metadata>=0.21,<0.22',
-        # TODO(mdreves): Revisit this dependency before releasing.
-        'tfx-bsl>=0.21.3,<0.23'
+        'tensorflow>=1.15,!=2.0.*,<3',
+        'tensorflow-metadata>=0.22,<0.23',
+        'tfx-bsl>=0.22,<0.23'
     ],
-    'python_requires': '>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,<4',
+    'python_requires': '>=3.5,<4',
     'packages': find_packages(),
     'zip_safe': False,
     'cmdclass': {
@@ -310,9 +309,6 @@ def run(self):
         'License :: OSI Approved :: Apache Software License',
         'Operating System :: OS Independent',
         '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',

diff --git a/tensorflow_model_analysis/notebook/jupyter/js/package.json b/tensorflow_model_analysis/notebook/jupyter/js/package.json
@@ -1,6 +1,6 @@
 {
   "name": "tensorflow_model_analysis",
-  "version": "0.22.0.dev",
+  "version": "0.22.0",
   "homepage": "https://github.com/tensorflow/model-analysis",
   "bugs": "https://github.com/tensorflow/model-analysis/issues",
   "license": "Apache-2.0",

diff --git a/tensorflow_model_analysis/version.py b/tensorflow_model_analysis/version.py
@@ -16,4 +16,4 @@
 
 # Version string for this release of TFMA.
 # Note that setup.py reads and uses this version.
-VERSION = '0.22.0.dev'
+VERSION = '0.22.0'