wehub-resource-sync
124 lines
4.0 KiB
Python
124 lines
4.0 KiB
Python
# Copyright 2017 The TensorFlow Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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"""Tests for conversion module."""
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import sys
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import types
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import weakref
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from tensorflow.python.autograph import utils
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from tensorflow.python.autograph.core import config
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from tensorflow.python.autograph.core import converter
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from tensorflow.python.autograph.impl import api
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from tensorflow.python.autograph.impl import conversion
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from tensorflow.python.autograph.impl.testing import pybind_for_testing
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from tensorflow.python.eager import function
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from tensorflow.python.framework import constant_op
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from tensorflow.python.platform import test
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class ConversionTest(test.TestCase):
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def _simple_program_ctx(self):
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return converter.ProgramContext(
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options=converter.ConversionOptions(recursive=True),
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autograph_module=api)
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def test_is_allowlisted(self):
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def test_fn():
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return constant_op.constant(1)
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self.assertFalse(conversion.is_allowlisted(test_fn))
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self.assertTrue(conversion.is_allowlisted(utils))
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self.assertTrue(conversion.is_allowlisted(constant_op.constant))
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def test_is_allowlisted_tensorflow_like(self):
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tf_like = types.ModuleType('tensorflow_foo')
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def test_fn():
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pass
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tf_like.test_fn = test_fn
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test_fn.__module__ = tf_like
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self.assertFalse(conversion.is_allowlisted(tf_like.test_fn))
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def test_is_allowlisted_callable_allowlisted_call(self):
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allowlisted_mod = types.ModuleType('test_allowlisted_call')
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sys.modules['test_allowlisted_call'] = allowlisted_mod
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config.CONVERSION_RULES = ((config.DoNotConvert('test_allowlisted_call'),) +
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config.CONVERSION_RULES)
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class TestClass:
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def __call__(self):
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pass
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def allowlisted_method(self):
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pass
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TestClass.__module__ = 'test_allowlisted_call'
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TestClass.__call__.__module__ = 'test_allowlisted_call'
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class Subclass(TestClass):
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def converted_method(self):
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pass
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tc = Subclass()
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self.assertTrue(conversion.is_allowlisted(TestClass.__call__))
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self.assertTrue(conversion.is_allowlisted(tc))
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self.assertTrue(conversion.is_allowlisted(tc.__call__))
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self.assertTrue(conversion.is_allowlisted(tc.allowlisted_method))
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self.assertFalse(conversion.is_allowlisted(Subclass))
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self.assertFalse(conversion.is_allowlisted(tc.converted_method))
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def test_is_allowlisted_tfmethodwrapper(self):
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allowlisted_mod = types.ModuleType('test_allowlisted_call')
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sys.modules['test_allowlisted_call'] = allowlisted_mod
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config.CONVERSION_RULES = ((config.DoNotConvert('test_allowlisted_call'),) +
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config.CONVERSION_RULES)
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class TestClass:
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def member_function(self):
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pass
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TestClass.__module__ = 'test_allowlisted_call'
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test_obj = TestClass()
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def test_fn(self):
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del self
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bound_method = types.MethodType(
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test_fn,
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function.TfMethodTarget(
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weakref.ref(test_obj), test_obj.member_function))
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self.assertTrue(conversion.is_allowlisted(bound_method))
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def test_is_allowlisted_pybind(self):
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test_object = pybind_for_testing.TestClassDef()
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with test.mock.patch.object(config, 'CONVERSION_RULES', ()):
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# TODO(mdan): This should return True for functions and methods.
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# Note: currently, native bindings are allowlisted by a separate check.
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self.assertFalse(conversion.is_allowlisted(test_object.method))
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if __name__ == '__main__':
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test.main()
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