EVOLUTION-MANAGER

Edit File: all_util.py

# Copyright 2015 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.
# ==============================================================================

"""Generate __all__ from a module docstring."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import re as _re
import sys as _sys

from tensorflow.python.util import tf_inspect as _tf_inspect

_reference_pattern = _re.compile(r'^@@(\w+)$', flags=_re.MULTILINE)

def make_all(module_name, doc_string_modules=None):
  """Generates `__all__` from the docstring of one or more modules.

Usage: `make_all(__name__)` or
  `make_all(__name__, [sys.modules(__name__), other_module])`. The doc string
  modules must each a docstring, and `__all__` will contain all symbols with
  `@@` references, where that symbol currently exists in the module named
  `module_name`.

Args:
    module_name: The name of the module (usually `__name__`).
    doc_string_modules: a list of modules from which to take docstring.
    If None, then a list containing only the module named `module_name` is used.

Returns:
    A list suitable for use as `__all__`.
  """
  if doc_string_modules is None:
    doc_string_modules = [_sys.modules[module_name]]
  cur_members = set(
      name for name, _ in _tf_inspect.getmembers(_sys.modules[module_name]))

results = set()
  for doc_module in doc_string_modules:
    results.update([m.group(1)
                    for m in _reference_pattern.finditer(doc_module.__doc__)
                    if m.group(1) in cur_members])
  return list(results)

# Hidden attributes are attributes that have been hidden by
# `remove_undocumented`. They can be re-instated by `reveal_undocumented`.
# This maps symbol names to a tuple, containing:
#   (module object, attribute value)
_HIDDEN_ATTRIBUTES = {}

def reveal_undocumented(symbol_name, target_module=None):
  """Reveals a symbol that was previously removed by `remove_undocumented`.

This should be used by tensorflow internal tests only. It explicitly
  defeats the encapsulation afforded by `remove_undocumented`.

It throws an exception when the symbol was not hidden in the first place.

Args:
    symbol_name: a string representing the full absolute path of the symbol.
    target_module: if specified, the module in which to restore the symbol.
  """
  if symbol_name not in _HIDDEN_ATTRIBUTES:
    raise LookupError('Symbol %s is not a hidden symbol' % symbol_name)
  symbol_basename = symbol_name.split('.')[-1]
  (original_module, attr_value) = _HIDDEN_ATTRIBUTES[symbol_name]
  if not target_module: target_module = original_module
  setattr(target_module, symbol_basename, attr_value)

def remove_undocumented(module_name, allowed_exception_list=None,
                        doc_string_modules=None):
  """Removes symbols in a module that are not referenced by a docstring.

Args:
    module_name: the name of the module (usually `__name__`).
    allowed_exception_list: a list of names that should not be removed.
    doc_string_modules: a list of modules from which to take the docstrings.
    If None, then a list containing only the module named `module_name` is used.

Furthermore, if a symbol previously added with `add_to_global_allowlist`,
    then it will always be allowed. This is useful for internal tests.

Returns:
    None
  """
  current_symbols = set(dir(_sys.modules[module_name]))
  should_have = make_all(module_name, doc_string_modules)
  should_have += allowed_exception_list or []
  extra_symbols = current_symbols - set(should_have)
  target_module = _sys.modules[module_name]
  for extra_symbol in extra_symbols:
    # Skip over __file__, etc. Also preserves internal symbols.
    if extra_symbol.startswith('_'): continue
    fully_qualified_name = module_name + '.' + extra_symbol
    _HIDDEN_ATTRIBUTES[fully_qualified_name] = (target_module,
                                                getattr(target_module,
                                                        extra_symbol))
    delattr(target_module, extra_symbol)

__all__ = [
    'make_all',
    'remove_undocumented',
    'reveal_undocumented',
]