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Make import tensorboard as tb possible
This change introduces a lazy loader that will allow us to provide some of the conviences TensorFlow has. For example: import tensorboard as tb tb.summary.scalar('foo', tensor) Only the hourglass summary module has been made available in this namespace, since that's probably the only thing where we're 100% positive we want this functionality.
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# 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. | ||
# ============================================================================== | ||
"""TensorBoard is a webapp for understanding TensorFlow runs and graphs. | ||
""" | ||
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from __future__ import absolute_import | ||
from __future__ import division | ||
from __future__ import print_function | ||
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import importlib | ||
import types | ||
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class LazyLoader(types.ModuleType): | ||
"""Lazily import a module, mainly to avoid pulling in large dependencies.""" | ||
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# The lint error here is incorrect. | ||
def __init__(self, local_name, parent_module_globals, name): # pylint: disable=super-on-old-class | ||
self._local_name = local_name | ||
self._parent_module_globals = parent_module_globals | ||
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super(LazyLoader, self).__init__(name) | ||
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def _load(self): | ||
# Import the target module and insert it into the parent's namespace | ||
module = importlib.import_module(self.__name__) | ||
self._parent_module_globals[self._local_name] = module | ||
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# Update this object's dict so that if someone keeps a reference to the | ||
# LazyLoader, lookups are efficient (__getattr__ is only called on lookups | ||
# that fail). | ||
self.__dict__.update(module.__dict__) | ||
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return module | ||
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def __getattr__(self, item): | ||
module = self._load() | ||
return getattr(module, item) | ||
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def __dir__(self): | ||
module = self._load() | ||
return dir(module) |
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