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Python

# Copyright 2019 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
import threading
from tensorflow.python.eager import cancellation
from tensorflow.python.platform import test
class CancellationTest(test.TestCase):
def test_start_cancel(self):
manager = cancellation.CancellationManager()
self.assertFalse(manager.is_cancelled)
manager.start_cancel()
self.assertTrue(manager.is_cancelled)
def test_threading(self):
manager1 = cancellation.CancellationManager()
manager2 = cancellation.CancellationManager()
thread_exceptions = []
def thread_fn():
try:
with cancellation.CancellationManagerContext(manager2):
self.assertEqual(cancellation.context(), manager2)
except Exception as e: # pylint: disable=broad-exception-caught
thread_exceptions.append(e)
with cancellation.CancellationManagerContext(manager1):
self.assertEqual(cancellation.context(), manager1)
t = threading.Thread(target=thread_fn)
t.start()
t.join()
for exc in thread_exceptions:
raise exc
self.assertEqual(cancellation.context(), manager1)
def test_nested_context(self):
manager1 = cancellation.CancellationManager()
manager2 = cancellation.CancellationManager()
self.assertIsNone(cancellation.context())
with cancellation.CancellationManagerContext(manager1):
self.assertEqual(cancellation.context(), manager1)
with cancellation.CancellationManagerContext(manager2):
self.assertEqual(cancellation.context(), manager2)
self.assertEqual(cancellation.context(), manager1)
self.assertIsNone(cancellation.context())
def test_get_cancelable_function(self):
manager = cancellation.CancellationManager()
def my_fn(x):
"""My docstring."""
self.assertEqual(cancellation.context(), manager)
return x + 1
cancelable_fn = manager.get_cancelable_function(my_fn)
self.assertEqual(cancelable_fn.__name__, "my_fn")
self.assertEqual(cancelable_fn.__doc__, "My docstring.")
self.assertEqual(cancelable_fn(5), 6)
if __name__ == "__main__":
test.main()