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Diffstat (limited to 'tensorflow/python/autograph/utils/context_managers.py')
-rw-r--r-- | tensorflow/python/autograph/utils/context_managers.py | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/tensorflow/python/autograph/utils/context_managers.py b/tensorflow/python/autograph/utils/context_managers.py new file mode 100644 index 0000000000..3d150a9581 --- /dev/null +++ b/tensorflow/python/autograph/utils/context_managers.py @@ -0,0 +1,49 @@ +# Copyright 2017 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. +# ============================================================================== +"""Various context managers.""" + +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function + +import contextlib + +from tensorflow.python.framework import ops +from tensorflow.python.ops import tensor_array_ops + + +def control_dependency_on_returns(return_value): + """Create a TF control dependency on the return values of a function. + + If the function had no return value, a no-op context is returned. + + Args: + return_value: The return value to set as control dependency. + + Returns: + A context manager. + """ + def control_dependency_handle(t): + if isinstance(t, tensor_array_ops.TensorArray): + return t.flow + return t + + if return_value is None: + return contextlib.contextmanager(lambda: (yield))() + # TODO(mdan): Filter to tensor objects. + if not isinstance(return_value, (list, tuple)): + return_value = (return_value,) + return_value = tuple(control_dependency_handle(t) for t in return_value) + return ops.control_dependencies(return_value) |