from tensorflow.python.ops.variables import local_variables_initializer
from tensorflow.python.ops.variables import model_variables
from tensorflow.python.ops.variables import moving_average_variables
from tensorflow.python.ops.variables import report_uninitialized_variables
from tensorflow.python.ops.variables import trainable_variables
from tensorflow.python.ops.variables import variables_initializer
from tensorflow.python.platform.tf_logging import get_logger
# WRAPPER_PLACEHOLDER
# Hook external TensorFlow modules.
_current_module = _sys.modules[__name__]
# Lazy-load estimator.
_estimator_module = "tensorflow_estimator.python.estimator.api._v1.estimator"
estimator = _LazyLoader("estimator", globals(), _estimator_module)
_module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "estimator", estimator)
try:
from tensorflow.python.keras.api._v1 import keras
_current_module.__path__ = (
[_module_util.get_parent_dir(keras)] + _current_module.__path__)
setattr(_current_module, "keras", keras)
except ImportError:
pass
# Explicitly import lazy-loaded modules to support autocompletion.
# pylint: disable=g-import-not-at-top
from tensorflow.python.tools import module_util as _module_util
from tensorflow.python.util.lazy_loader import LazyLoader as _LazyLoader
# pylint: disable=g-bad-import-order
# API IMPORTS PLACEHOLDER
# WRAPPER_PLACEHOLDER
# Hook external TensorFlow modules.
_current_module = _sys.modules[__name__]
# Lazy-load estimator.
_estimator_module = "tensorflow_estimator.python.estimator.api._v1.estimator"
estimator = _LazyLoader("estimator", globals(), _estimator_module)
_module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "estimator", estimator)
if _os.environ.get("_PREFER_OSS_KERAS", False):
_keras_module = "keras.api._v1.keras"
keras = _LazyLoader("keras", globals(), _keras_module)
_module_dir = _module_util.get_parent_dir_for_name(_keras_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "keras", keras)
else:
try:
from tensorflow.python.keras.api._v1 import keras
# Hook external TensorFlow modules.
# Import compat before trying to import summary from tensorboard, so that
# reexport_tf_summary can get compat from sys.modules. Only needed if using
# lazy loading.
_current_module.compat.v2 # pylint: disable=pointless-statement
# Load tensorflow-io-gcs-filesystem if enabled
# pylint: disable=g-import-not-at-top
if (_os.getenv('TF_USE_MODULAR_FILESYSTEM', '0') == 'true'
or _os.getenv('TF_USE_MODULAR_FILESYSTEM', '0') == '1'):
import tensorflow_io_gcs_filesystem as _tensorflow_io_gcs_filesystem
# pylint: enable=g-import-not-at-top
# Lazy-load estimator.
_estimator_module = "tensorflow_estimator.python.estimator.api._v1.estimator"
estimator = _LazyLoader("estimator", globals(), _estimator_module)
_module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "estimator", estimator)
_keras_module = "keras.api._v1.keras"
keras = _LazyLoader("keras", globals(), _keras_module)
_module_dir = _module_util.get_parent_dir_for_name(_keras_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "keras", keras)
# Explicitly import lazy-loaded modules to support autocompletion.
# pylint: disable=g-import-not-at-top
if not _six.PY2:
_current_module = _sys.modules[__name__]
_tf_api_dir = _os.path.dirname(_os.path.dirname(_API_MODULE.__file__))
if not hasattr(_current_module, '__path__'):
__path__ = [_tf_api_dir]
elif _tf_api_dir not in __path__:
__path__.append(_tf_api_dir)
# Hook external TensorFlow modules.
# Import compat before trying to import summary from tensorboard, so that
# reexport_tf_summary can get compat from sys.modules. Only needed if using
# lazy loading.
_current_module.compat.v2 # pylint: disable=pointless-statement
# Lazy-load estimator.
_estimator_module = "tensorflow_estimator.python.estimator.api._v1.estimator"
estimator = _LazyLoader("estimator", globals(), _estimator_module)
_module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "estimator", estimator)
if _os.environ.get("_PREFER_OSS_KERAS", False):
_keras_module = "keras.api._v1.keras"
keras = _LazyLoader("keras", globals(), _keras_module)
_module_dir = _module_util.get_parent_dir_for_name(_keras_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "keras", keras)
else:
try:
from .python.keras.api._v1 import keras
[_module_util.get_parent_dir(summary)] + _current_module.__path__)
setattr(_current_module, "summary", summary)
except ImportError:
_logging.warning(
"Limited tf.summary API due to missing TensorBoard installation.")
# Load tensorflow-io-gcs-filesystem if enabled
# pylint: disable=g-import-not-at-top
if (_os.getenv('TF_USE_MODULAR_FILESYSTEM', '0') == 'true' or
_os.getenv('TF_USE_MODULAR_FILESYSTEM', '0') == '1'):
import tensorflow_io_gcs_filesystem as _tensorflow_io_gcs_filesystem
# pylint: enable=g-import-not-at-top
# Lazy-load estimator.
_estimator_module = "tensorflow_estimator.python.estimator.api._v2.estimator"
estimator = _LazyLoader("estimator", globals(), _estimator_module)
_module_dir = _module_util.get_parent_dir_for_name(_estimator_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "estimator", estimator)
_keras_module = "keras.api._v2.keras"
keras = _LazyLoader("keras", globals(), _keras_module)
_module_dir = _module_util.get_parent_dir_for_name(_keras_module)
if _module_dir:
_current_module.__path__ = [_module_dir] + _current_module.__path__
setattr(_current_module, "keras", keras)
# Explicitly import lazy-loaded modules to support autocompletion.
# pylint: disable=g-import-not-at-top
if not _six.PY2:
