183 lines
6.6 KiB
Python
183 lines
6.6 KiB
Python
# 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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"""Bring in all of the public TensorFlow interface into this module."""
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from __future__ import absolute_import as _absolute_import
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from __future__ import division as _division
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from __future__ import print_function as _print_function
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import distutils as _distutils
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import inspect as _inspect
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import os as _os
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import site as _site
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import six as _six
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import sys as _sys
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# pylint: disable=g-bad-import-order
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from tensorflow.python import pywrap_tensorflow # pylint: disable=unused-import
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from tensorflow.python.tools import module_util as _module_util
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from tensorflow.python.platform import tf_logging as _logging
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from tensorflow.python.util.lazy_loader import LazyLoader as _LazyLoader
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# API IMPORTS PLACEHOLDER
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# WRAPPER_PLACEHOLDER
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if "dev" in __version__: # pylint: disable=undefined-variable
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_logging.warning("""
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TensorFlow's `tf-nightly` package will soon be updated to TensorFlow 2.0.
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Please upgrade your code to TensorFlow 2.0:
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* https://www.tensorflow.org/guide/migrate
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Or install the latest stable TensorFlow 1.X release:
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* `pip install -U "tensorflow==1.*"`
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Otherwise your code may be broken by the change.
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""")
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# Make sure directory containing top level submodules is in
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# the __path__ so that "from tensorflow.foo import bar" works.
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# We're using bitwise, but there's nothing special about that.
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_API_MODULE = _sys.modules[__name__].bitwise # pylint: disable=undefined-variable
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_current_module = _sys.modules[__name__]
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_tf_api_dir = _os.path.dirname(_os.path.dirname(_API_MODULE.__file__))
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if not hasattr(_current_module, '__path__'):
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__path__ = [_tf_api_dir]
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elif _tf_api_dir not in __path__:
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__path__.append(_tf_api_dir)
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# Hook external TensorFlow modules.
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# Import compat before trying to import summary from tensorboard, so that
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# reexport_tf_summary can get compat from sys.modules. Only needed if using
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# lazy loading.
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_current_module.compat.v2 # pylint: disable=pointless-statement
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# Lazy-load estimator.
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_estimator_module = "tensorflow_estimator.python.estimator.api._v1.estimator"
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estimator = _LazyLoader("estimator", globals(), _estimator_module)
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_module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
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if _module_dir:
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_current_module.__path__ = [_module_dir] + _current_module.__path__
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setattr(_current_module, "estimator", estimator)
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try:
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from .python.keras.api._v1 import keras
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_current_module.__path__ = (
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[_module_util.get_parent_dir(keras)] + _current_module.__path__)
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setattr(_current_module, "keras", keras)
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except ImportError:
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pass
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# Explicitly import lazy-loaded modules to support autocompletion.
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# pylint: disable=g-import-not-at-top
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if not _six.PY2:
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import typing as _typing
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if _typing.TYPE_CHECKING:
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from tensorflow_estimator.python.estimator.api._v1 import estimator
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# pylint: enable=g-import-not-at-top
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from tensorflow.python.util.lazy_loader import LazyLoader # pylint: disable=g-import-not-at-top
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_CONTRIB_WARNING = """
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The TensorFlow contrib module will not be included in TensorFlow 2.0.
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For more information, please see:
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* https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md
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* https://github.com/tensorflow/addons
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* https://github.com/tensorflow/io (for I/O related ops)
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If you depend on functionality not listed there, please file an issue.
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"""
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contrib = LazyLoader('contrib', globals(), 'tensorflow.contrib',
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_CONTRIB_WARNING)
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del LazyLoader
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# The templated code that replaces the placeholder above sometimes
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# sets the __all__ variable. If it does, we have to be sure to add
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# "contrib".
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if '__all__' in vars():
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vars()['__all__'].append('contrib')
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from tensorflow.python.platform import flags # pylint: disable=g-import-not-at-top
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# The 'app' module will be imported as part of the placeholder section above.
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_current_module.app.flags = flags # pylint: disable=undefined-variable
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setattr(_current_module, "flags", flags)
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_major_api_version = 1
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# Load all plugin libraries from site-packages/tensorflow-plugins if we are
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# running under pip.
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# TODO(gunan): Enable setting an environment variable to define arbitrary plugin
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# directories.
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# TODO(gunan): Find a better location for this code snippet.
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from tensorflow.python.framework import load_library as _ll
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from tensorflow.python.lib.io import file_io as _fi
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# Get sitepackages directories for the python installation.
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_site_packages_dirs = []
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_site_packages_dirs += [] if _site.USER_SITE is None else [_site.USER_SITE]
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_site_packages_dirs += [_p for _p in _sys.path if 'site-packages' in _p]
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if 'getsitepackages' in dir(_site):
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_site_packages_dirs += _site.getsitepackages()
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if 'sysconfig' in dir(_distutils):
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_site_packages_dirs += [_distutils.sysconfig.get_python_lib()]
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_site_packages_dirs = list(set(_site_packages_dirs))
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# Find the location of this exact file.
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_current_file_location = _inspect.getfile(_inspect.currentframe())
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def _running_from_pip_package():
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return any(
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_current_file_location.startswith(dir_) for dir_ in _site_packages_dirs)
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if _running_from_pip_package():
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# TODO(gunan): Add sanity checks to loaded modules here.
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for _s in _site_packages_dirs:
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# Load first party dynamic kernels.
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_main_dir = _os.path.join(_s, 'tensorflow/core/kernels')
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if _os.path.exists(_main_dir):
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_ll.load_library(_main_dir)
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# Load third party dynamic kernels.
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_plugin_dir = _os.path.join(_s, 'tensorflow-plugins')
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if _os.path.exists(_plugin_dir):
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_ll.load_library(_plugin_dir)
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# Load Pluggable Device Library
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_ll.load_pluggable_device_library(_plugin_dir)
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# Delete modules that should be hidden from dir().
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# Don't fail if these modules are not available.
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# For e.g. this file will be originally placed under tensorflow/_api/v1 which
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# does not have 'python', 'core' directories. Then, it will be copied
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# to tensorflow/ which does have these two directories.
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# pylint: disable=undefined-variable
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try:
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del python
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except NameError:
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pass
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try:
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del core
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except NameError:
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pass
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try:
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del compiler
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except NameError:
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pass
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# __all__ PLACEHOLDER
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