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Add support for Python 3.11 #7851

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3 changes: 2 additions & 1 deletion .github/workflows/ci-test.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -21,8 +21,9 @@ jobs:
runs-on: ubuntu-latest

strategy:
fail-fast: false
matrix:
python-version: ['3.9', '3.10']
python-version: ['3.9', '3.10', '3.11']
which-tests: ["not e2e", "e2e"]
dependency-selector: ["NIGHTLY", "DEFAULT"]

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2 changes: 1 addition & 1 deletion .github/workflows/wheels.yml
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Expand Up @@ -48,7 +48,7 @@ jobs:
fail-fast: false
matrix:
os: [ubuntu]
python-version: ['cp39', 'cp310']
python-version: ['cp39', 'cp310', 'cp311']

runs-on: ${{ format('{0}-latest', matrix.os) }}
steps:
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12 changes: 8 additions & 4 deletions nightly_test_constraints.txt
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Expand Up @@ -22,7 +22,8 @@ alembic==1.13.3
annotated-types==0.7.0
anyio==4.6.0
apache-airflow==2.10.3
apache-beam==2.50.0
apache-beam==2.50.0; python_version < "3.11"
apache-beam==2.53.0; python_version >= "3.11"
apispec==6.6.1
argcomplete==3.5.1
argon2-cffi==23.1.0
Expand Down Expand Up @@ -125,7 +126,7 @@ greenlet==3.1.1
grpc-google-iam-v1==0.13.1
grpc-interceptor==0.15.4
grpcio==1.66.2
grpcio-status==1.48.2
grpcio-status==1.62.3
gunicorn==23.0.0
h11==0.14.0
h5py==3.12.1
Expand Down Expand Up @@ -246,9 +247,11 @@ promise==2.3
prompt_toolkit==3.0.48
propcache==0.2.0
proto-plus==1.24.0
protobuf==4.21.12
protobuf==4.21.12; python_version < "3.11"
protobuf==4.25.5; python_version >= "3.11"
psutil==6.0.0
ptyprocess==0.7.0
pyarrow==10.0.1; python_version >= "3.11"
pyarrow-hotfix==0.6
pyasn1==0.6.1
pyasn1_modules==0.4.1
Expand Down Expand Up @@ -315,7 +318,8 @@ tensorflow-decision-forests==1.10.1
tensorflow-estimator==2.15.0
tensorflow-hub==0.15.0
tensorflow-io==0.24.0
tensorflow-io-gcs-filesystem==0.24.0
tensorflow-io-gcs-filesystem==0.24.0; python_version < "3.11"
tensorflow-io-gcs-filesystem==0.37.1; python_version >= "3.11"
tensorflow-metadata>=1.17.1
# tensorflow-ranking==0.5.5
tensorflow-serving-api==2.17.1
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3 changes: 2 additions & 1 deletion package_build/ml-pipelines-sdk/pyproject.toml
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Expand Up @@ -22,6 +22,7 @@ classifiers = [
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
Expand All @@ -31,7 +32,7 @@ classifiers = [
"Topic :: Software Development :: Libraries :: Python Modules"
]
keywords = ["tensorflow", "tfx"]
requires-python = ">=3.9,<3.11"
requires-python = ">=3.9,<3.12"
[project.urls]
Homepage = "https://www.tensorflow.org/tfx"
Repository = "https://github.com/tensorflow/tfx"
3 changes: 2 additions & 1 deletion package_build/tfx/pyproject.toml
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Expand Up @@ -22,6 +22,7 @@ classifiers = [
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
Expand All @@ -31,7 +32,7 @@ classifiers = [
"Topic :: Software Development :: Libraries :: Python Modules"
]
keywords = ["tensorflow", "tfx"]
requires-python = ">=3.9,<3.11"
requires-python = ">=3.9,<3.12"
[project.urls]
Homepage = "https://www.tensorflow.org/tfx"
Repository = "https://github.com/tensorflow/tfx"
3 changes: 2 additions & 1 deletion pyproject.toml
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Expand Up @@ -22,6 +22,7 @@ classifiers = [
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3 :: Only",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
Expand All @@ -31,7 +32,7 @@ classifiers = [
"Topic :: Software Development :: Libraries :: Python Modules"
]
keywords = ["tensorflow", "tfx"]
requires-python = ">=3.9,<3.11"
requires-python = ">=3.9,<3.12"
[project.urls]
Homepage = "https://www.tensorflow.org/tfx"
Repository = "https://github.com/tensorflow/tfx"
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12 changes: 8 additions & 4 deletions test_constraints.txt
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Expand Up @@ -22,7 +22,8 @@ alembic==1.13.3
annotated-types==0.7.0
anyio==4.6.0
apache-airflow==2.10.3
apache-beam==2.50.0
apache-beam==2.50.0; python_version < "3.11"
apache-beam==2.53.0; python_version >= "3.11"
apispec==6.6.1
argcomplete==3.5.1
argon2-cffi==23.1.0
Expand Down Expand Up @@ -125,7 +126,7 @@ greenlet==3.1.1
grpc-google-iam-v1==0.13.1
grpc-interceptor==0.15.4
grpcio==1.66.2
grpcio-status==1.48.2
grpcio-status==1.62.3
gunicorn==23.0.0
h11==0.14.0
h5py==3.12.1
Expand Down Expand Up @@ -246,9 +247,11 @@ promise==2.3
prompt_toolkit==3.0.48
propcache==0.2.0
proto-plus==1.24.0
protobuf==4.21.12
protobuf==4.21.12; python_version < "3.11"
protobuf==4.25.5; python_version >= "3.11"
psutil==6.0.0
ptyprocess==0.7.0
pyarrow==10.0.1; python_version >= "3.11"
pyarrow-hotfix==0.6
pyasn1==0.6.1
pyasn1_modules==0.4.1
Expand Down Expand Up @@ -315,7 +318,8 @@ tensorflow-decision-forests==1.10.1
tensorflow-estimator==2.15.0
tensorflow-hub==0.15.0
tensorflow-io==0.24.0
tensorflow-io-gcs-filesystem==0.24.0
tensorflow-io-gcs-filesystem==0.24.0; python_version < "3.11"
tensorflow-io-gcs-filesystem==0.37.1; python_version >= "3.11"
tensorflow-metadata>=1.16.1
# tensorflow-ranking==0.5.5
tensorflow-serving-api==2.17.1
Expand Down
6 changes: 3 additions & 3 deletions tfx/components/infra_validator/request_builder_test.py
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Expand Up @@ -440,7 +440,7 @@ def setUp(self):
def _PrepareTFServingRequestBuilder(self):
patcher = mock.patch.object(
request_builder, '_TFServingRpcRequestBuilder',
wraps=request_builder._TFServingRpcRequestBuilder)
autospec=True)
builder_cls = patcher.start()
self.addCleanup(patcher.stop)
return builder_cls
Expand All @@ -466,7 +466,7 @@ def testBuildRequests_TFServing(self):
model_name='foo',
signatures={'serving_default': mock.ANY})
builder.ReadExamplesArtifact.assert_called_with(
self._examples,
examples=self._examples,
split_name='eval',
num_examples=1)
builder.BuildRequests.assert_called()
Expand Down Expand Up @@ -512,6 +512,6 @@ def testBuildRequests_DefaultArgument(self):
)

builder.ReadExamplesArtifact.assert_called_with(
self._examples,
examples=self._examples,
split_name=None, # Without split_name (will choose any split).
num_examples=1) # Default num_examples = 1.
4 changes: 2 additions & 2 deletions tfx/components/trainer/rewriting/tflite_rewriter_test.py
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Expand Up @@ -181,7 +181,7 @@ def testInvokeTFLiteRewriterQuantizationFloat16Succeeds(self, converter):

@mock.patch('tfx.components.trainer.rewriting.'
'tflite_rewriter._create_tflite_compatible_saved_model')
@mock.patch('tensorflow.lite.TFLiteConverter.from_saved_model')
@mock.patch.object(tf.lite.TFLiteConverter, 'from_saved_model')
def testInvokeTFLiteRewriterQuantizationFullIntegerFailsNoData(
self, converter, model):

Expand Down Expand Up @@ -231,7 +231,7 @@ def representative_dataset():
with fileio.open(expected_model, 'rb') as f:
self.assertEqual(f.read(), b'model')

@mock.patch('tensorflow.lite.TFLiteConverter.from_saved_model')
@mock.patch.object(tf.lite.TFLiteConverter, 'from_saved_model')
def testInvokeTFLiteRewriterWithSignatureKey(self, converter):
m = self.ConverterMock()
converter.return_value = m
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