64 lines
2.1 KiB
Python
64 lines
2.1 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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"""A LazyLoader class."""
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import importlib
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import types
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from tensorflow.python.platform import tf_logging as logging
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class LazyLoader(types.ModuleType):
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"""Lazily import a module, mainly to avoid pulling in large dependencies.
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`contrib`, and `ffmpeg` are examples of modules that are large and not always
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needed, and this allows them to only be loaded when they are used.
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"""
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# The lint error here is incorrect.
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def __init__(self, local_name, parent_module_globals, name, warning=None):
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self._local_name = local_name
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self._parent_module_globals = parent_module_globals
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self._warning = warning
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super(LazyLoader, self).__init__(name)
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def _load(self):
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"""Load the module and insert it into the parent's globals."""
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# Import the target module and insert it into the parent's namespace
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module = importlib.import_module(self.__name__)
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self._parent_module_globals[self._local_name] = module
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# Emit a warning if one was specified
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if self._warning:
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logging.warning(self._warning)
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# Make sure to only warn once.
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self._warning = None
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# Update this object's dict so that if someone keeps a reference to the
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# LazyLoader, lookups are efficient (__getattr__ is only called on lookups
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# that fail).
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self.__dict__.update(module.__dict__)
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return module
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def __getattr__(self, item):
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module = self._load()
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return getattr(module, item)
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def __dir__(self):
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module = self._load()
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return dir(module)
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