EVOLUTION-MANAGER

Edit File: traverse.py

# Lint as: python2, python3
# 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.
# ==============================================================================
"""Traversing Python modules and classes."""

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

import enum
import sys

import six

from tensorflow.python.util import tf_inspect

__all__ = ['traverse']

def _traverse_internal(root, visit, stack, path):
  """Internal helper for traverse."""

# Only traverse modules and classes
  if not tf_inspect.isclass(root) and not tf_inspect.ismodule(root):
    return

try:
    children = tf_inspect.getmembers(root)

# Add labels for duplicate values in Enum.
    if tf_inspect.isclass(root) and issubclass(root, enum.Enum):
      for enum_member in root.__members__.items():
        if enum_member not in children:
          children.append(enum_member)
      children = sorted(children)
  except ImportError:
    # Children could be missing for one of two reasons:
    # 1. On some Python installations, some modules do not support enumerating
    #    members (six in particular), leading to import errors.
    # 2. Children are lazy-loaded.
    try:
      children = []
      for child_name in root.__all__:
        children.append((child_name, getattr(root, child_name)))
    except AttributeError:
      children = []

new_stack = stack + [root]
  visit(path, root, children)
  for name, child in children:
    # Do not descend into built-in modules
    if tf_inspect.ismodule(
        child) and child.__name__ in sys.builtin_module_names:
      continue

# Break cycles
    if any(child is item for item in new_stack):  # `in`, but using `is`
      continue

child_path = six.ensure_str(path) + '.' + six.ensure_str(
        name) if path else name
    _traverse_internal(child, visit, new_stack, child_path)

def traverse(root, visit):
  """Recursively enumerate all members of `root`.

Similar to the Python library function `os.path.walk`.

Traverses the tree of Python objects starting with `root`, depth first.
  Parent-child relationships in the tree are defined by membership in modules or
  classes. The function `visit` is called with arguments
  `(path, parent, children)` for each module or class `parent` found in the tree
  of python objects starting with `root`. `path` is a string containing the name
  with which `parent` is reachable from the current context. For example, if
  `root` is a local class called `X` which contains a class `Y`, `visit` will be
  called with `('Y', X.Y, children)`).

If `root` is not a module or class, `visit` is never called. `traverse`
  never descends into built-in modules.

`children`, a list of `(name, object)` pairs are determined by
  `tf_inspect.getmembers`. To avoid visiting parts of the tree, `children` can
  be modified in place, using `del` or slice assignment.

Cycles (determined by reference equality, `is`) stop the traversal. A stack of
  objects is kept to find cycles. Objects forming cycles may appear in
  `children`, but `visit` will not be called with any object as `parent` which
  is already in the stack.

Traversing system modules can take a long time, it is advisable to pass a
  `visit` callable which denylists such modules.

Args:
    root: A python object with which to start the traversal.
    visit: A function taking arguments `(path, parent, children)`. Will be
      called for each object found in the traversal.
  """
  _traverse_internal(root, visit, [], '')