126 lines
4.2 KiB
Python
126 lines
4.2 KiB
Python
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# Copyright 2015 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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"""Import router for absl.flags. See https://github.com/abseil/abseil-py."""
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from __future__ import absolute_import
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from __future__ import division
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from __future__ import print_function
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import logging as _logging
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import sys as _sys
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# go/tf-wildcard-import
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from absl.flags import * # pylint: disable=wildcard-import
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import six as _six
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from tensorflow.python.util import tf_decorator
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# Since we wrap absl.flags DEFINE functions, we need to declare this module
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# does not affect key flags.
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disclaim_key_flags() # pylint: disable=undefined-variable
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_RENAMED_ARGUMENTS = {
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'flag_name': 'name',
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'default_value': 'default',
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'docstring': 'help',
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}
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def _wrap_define_function(original_function):
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"""Wraps absl.flags's define functions so tf.flags accepts old names."""
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def wrapper(*args, **kwargs):
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"""Wrapper function that turns old keyword names to new ones."""
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has_old_names = False
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for old_name, new_name in _six.iteritems(_RENAMED_ARGUMENTS):
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if old_name in kwargs:
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has_old_names = True
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value = kwargs.pop(old_name)
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kwargs[new_name] = value
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if has_old_names:
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_logging.warning(
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'Use of the keyword argument names (flag_name, default_value, '
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'docstring) is deprecated, please use (name, default, help) instead.')
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return original_function(*args, **kwargs)
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return tf_decorator.make_decorator(original_function, wrapper)
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class _FlagValuesWrapper(object):
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"""Wrapper class for absl.flags.FLAGS.
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The difference is that tf.flags.FLAGS implicitly parses flags with sys.argv
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when accessing the FLAGS values before it's explicitly parsed,
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while absl.flags.FLAGS raises an exception.
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"""
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def __init__(self, flags_object):
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self.__dict__['__wrapped'] = flags_object
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def __getattribute__(self, name):
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if name == '__dict__':
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return super(_FlagValuesWrapper, self).__getattribute__(name)
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return self.__dict__['__wrapped'].__getattribute__(name)
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def __getattr__(self, name):
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wrapped = self.__dict__['__wrapped']
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# To maintain backwards compatibility, implicitly parse flags when reading
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# a flag.
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if not wrapped.is_parsed():
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wrapped(_sys.argv)
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return wrapped.__getattr__(name)
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def __setattr__(self, name, value):
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return self.__dict__['__wrapped'].__setattr__(name, value)
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def __delattr__(self, name):
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return self.__dict__['__wrapped'].__delattr__(name)
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def __dir__(self):
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return self.__dict__['__wrapped'].__dir__()
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def __getitem__(self, name):
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return self.__dict__['__wrapped'].__getitem__(name)
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def __setitem__(self, name, flag):
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return self.__dict__['__wrapped'].__setitem__(name, flag)
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def __len__(self):
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return self.__dict__['__wrapped'].__len__()
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def __iter__(self):
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return self.__dict__['__wrapped'].__iter__()
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def __str__(self):
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return self.__dict__['__wrapped'].__str__()
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def __call__(self, *args, **kwargs):
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return self.__dict__['__wrapped'].__call__(*args, **kwargs)
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# pylint: disable=invalid-name,used-before-assignment
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# absl.flags APIs use `default` as the name of the default value argument.
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# Allow the following functions continue to accept `default_value`.
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DEFINE_string = _wrap_define_function(DEFINE_string)
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DEFINE_boolean = _wrap_define_function(DEFINE_boolean)
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DEFINE_bool = DEFINE_boolean
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DEFINE_float = _wrap_define_function(DEFINE_float)
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DEFINE_integer = _wrap_define_function(DEFINE_integer)
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# pylint: enable=invalid-name,used-before-assignment
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FLAGS = _FlagValuesWrapper(FLAGS) # pylint: disable=used-before-assignment
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