MLPY/Lib/site-packages/absl/flags/_helpers.py

# Copyright 2017 The Abseil Authors.
#
# 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.

"""Internal helper functions for Abseil Python flags library."""

import os
import re
import struct
import sys
import textwrap
import types
from typing import Any, Dict, Iterable, List, NamedTuple, Optional, Sequence, Set
from xml.dom import minidom
# pylint: disable=g-import-not-at-top
try:
  import fcntl
except ImportError:
  fcntl = None
try:
  # Importing termios will fail on non-unix platforms.
  import termios
except ImportError:
  termios = None
# pylint: enable=g-import-not-at-top


_DEFAULT_HELP_WIDTH = 80  # Default width of help output.
# Minimal "sane" width of help output. We assume that any value below 40 is
# unreasonable.
_MIN_HELP_WIDTH = 40

# Define the allowed error rate in an input string to get suggestions.
#
# We lean towards a high threshold because we tend to be matching a phrase,
# and the simple algorithm used here is geared towards correcting word
# spellings.
#
# For manual testing, consider "<command> --list" which produced a large number
# of spurious suggestions when we used "least_errors > 0.5" instead of
# "least_erros >= 0.5".
_SUGGESTION_ERROR_RATE_THRESHOLD = 0.50

# Characters that cannot appear or are highly discouraged in an XML 1.0
# document. (See http://www.w3.org/TR/REC-xml/#charsets or
# https://en.wikipedia.org/wiki/Valid_characters_in_XML#XML_1.0)
_ILLEGAL_XML_CHARS_REGEX = re.compile(
    u'[\x00-\x08\x0b\x0c\x0e-\x1f\x7f-\x84\x86-\x9f\ud800-\udfff\ufffe\uffff]')

# This is a set of module ids for the modules that disclaim key flags.
# This module is explicitly added to this set so that we never consider it to
# define key flag.
disclaim_module_ids: Set[int] = set([id(sys.modules[__name__])])


# Define special flags here so that help may be generated for them.
# NOTE: Please do NOT use SPECIAL_FLAGS from outside flags module.
# Initialized inside flagvalues.py.
# NOTE: This cannot be annotated as its actual FlagValues type since this would
# create a circular dependency.
SPECIAL_FLAGS: Any = None


# This points to the flags module, initialized in flags/__init__.py.
# This should only be used in adopt_module_key_flags to take SPECIAL_FLAGS into
# account.
FLAGS_MODULE: types.ModuleType = None


class _ModuleObjectAndName(NamedTuple):
  """Module object and name.

  Fields:
  - module: object, module object.
  - module_name: str, module name.
  """
  module: types.ModuleType
  module_name: str


def get_module_object_and_name(
    globals_dict: Dict[str, Any]
) -> _ModuleObjectAndName:
  """Returns the module that defines a global environment, and its name.

  Args:
    globals_dict: A dictionary that should correspond to an environment
      providing the values of the globals.

  Returns:
    _ModuleObjectAndName - pair of module object & module name.
    Returns (None, None) if the module could not be identified.
  """
  name = globals_dict.get('__name__', None)
  module = sys.modules.get(name, None)
  # Pick a more informative name for the main module.
  return _ModuleObjectAndName(module,
                              (sys.argv[0] if name == '__main__' else name))


def get_calling_module_object_and_name() -> _ModuleObjectAndName:
  """Returns the module that's calling into this module.

  We generally use this function to get the name of the module calling a
  DEFINE_foo... function.

  Returns:
    The module object that called into this one.

  Raises:
    AssertionError: Raised when no calling module could be identified.
  """
  for depth in range(1, sys.getrecursionlimit()):
    # sys._getframe is the right thing to use here, as it's the best
    # way to walk up the call stack.
    globals_for_frame = sys._getframe(depth).f_globals  # pylint: disable=protected-access
    module, module_name = get_module_object_and_name(globals_for_frame)
    if id(module) not in disclaim_module_ids and module_name is not None:
      return _ModuleObjectAndName(module, module_name)
  raise AssertionError('No module was found')


def get_calling_module() -> str:
  """Returns the name of the module that's calling into this module."""
  return get_calling_module_object_and_name().module_name


def create_xml_dom_element(
    doc: minidom.Document, name: str, value: Any
) -> minidom.Element:
  """Returns an XML DOM element with name and text value.

  Args:
    doc: minidom.Document, the DOM document it should create nodes from.
    name: str, the tag of XML element.
    value: object, whose string representation will be used
        as the value of the XML element. Illegal or highly discouraged xml 1.0
        characters are stripped.

  Returns:
    An instance of minidom.Element.
  """
  s = str(value)
  if isinstance(value, bool):
    # Display boolean values as the C++ flag library does: no caps.
    s = s.lower()
  # Remove illegal xml characters.
  s = _ILLEGAL_XML_CHARS_REGEX.sub(u'', s)

  e = doc.createElement(name)
  e.appendChild(doc.createTextNode(s))
  return e


def get_help_width() -> int:
  """Returns the integer width of help lines that is used in TextWrap."""
  if not sys.stdout.isatty() or termios is None or fcntl is None:
    return _DEFAULT_HELP_WIDTH
  try:
    data = fcntl.ioctl(sys.stdout, termios.TIOCGWINSZ, b'1234')
    columns = struct.unpack('hh', data)[1]
    # Emacs mode returns 0.
    # Here we assume that any value below 40 is unreasonable.
    if columns >= _MIN_HELP_WIDTH:
      return columns
    # Returning an int as default is fine, int(int) just return the int.
    return int(os.getenv('COLUMNS', _DEFAULT_HELP_WIDTH))

  except (TypeError, IOError, struct.error):
    return _DEFAULT_HELP_WIDTH


def get_flag_suggestions(
    attempt: Optional[str], longopt_list: Sequence[str]
) -> List[str]:
  """Returns helpful similar matches for an invalid flag."""
  # Don't suggest on very short strings, or if no longopts are specified.
  if len(attempt) <= 2 or not longopt_list:
    return []

  option_names = [v.split('=')[0] for v in longopt_list]

  # Find close approximations in flag prefixes.
  # This also handles the case where the flag is spelled right but ambiguous.
  distances = [(_damerau_levenshtein(attempt, option[0:len(attempt)]), option)
               for option in option_names]
  # t[0] is distance, and sorting by t[1] allows us to have stable output.
  distances.sort()

  least_errors, _ = distances[0]
  # Don't suggest excessively bad matches.
  if least_errors >= _SUGGESTION_ERROR_RATE_THRESHOLD * len(attempt):
    return []

  suggestions = []
  for errors, name in distances:
    if errors == least_errors:
      suggestions.append(name)
    else:
      break
  return suggestions


def _damerau_levenshtein(a, b):
  """Returns Damerau-Levenshtein edit distance from a to b."""
  memo = {}

  def distance(x, y):
    """Recursively defined string distance with memoization."""
    if (x, y) in memo:
      return memo[x, y]
    if not x:
      d = len(y)
    elif not y:
      d = len(x)
    else:
      d = min(
          distance(x[1:], y) + 1,  # correct an insertion error
          distance(x, y[1:]) + 1,  # correct a deletion error
          distance(x[1:], y[1:]) + (x[0] != y[0]))  # correct a wrong character
      if len(x) >= 2 and len(y) >= 2 and x[0] == y[1] and x[1] == y[0]:
        # Correct a transposition.
        t = distance(x[2:], y[2:]) + 1
        if d > t:
          d = t

    memo[x, y] = d
    return d
  return distance(a, b)


def text_wrap(
    text: str,
    length: Optional[int] = None,
    indent: str = '',
    firstline_indent: Optional[str] = None,
) -> str:
  """Wraps a given text to a maximum line length and returns it.

  It turns lines that only contain whitespace into empty lines, keeps new lines,
  and expands tabs using 4 spaces.

  Args:
    text: str, text to wrap.
    length: int, maximum length of a line, includes indentation.
        If this is None then use get_help_width()
    indent: str, indent for all but first line.
    firstline_indent: str, indent for first line; if None, fall back to indent.

  Returns:
    str, the wrapped text.

  Raises:
    ValueError: Raised if indent or firstline_indent not shorter than length.
  """
  # Get defaults where callee used None
  if length is None:
    length = get_help_width()
  if indent is None:
    indent = ''
  if firstline_indent is None:
    firstline_indent = indent

  if len(indent) >= length:
    raise ValueError('Length of indent exceeds length')
  if len(firstline_indent) >= length:
    raise ValueError('Length of first line indent exceeds length')

  text = text.expandtabs(4)

  result = []
  # Create one wrapper for the first paragraph and one for subsequent
  # paragraphs that does not have the initial wrapping.
  wrapper = textwrap.TextWrapper(
      width=length, initial_indent=firstline_indent, subsequent_indent=indent)
  subsequent_wrapper = textwrap.TextWrapper(
      width=length, initial_indent=indent, subsequent_indent=indent)

  # textwrap does not have any special treatment for newlines. From the docs:
  # "...newlines may appear in the middle of a line and cause strange output.
  # For this reason, text should be split into paragraphs (using
  # str.splitlines() or similar) which are wrapped separately."
  for paragraph in (p.strip() for p in text.splitlines()):
    if paragraph:
      result.extend(wrapper.wrap(paragraph))
    else:
      result.append('')  # Keep empty lines.
    # Replace initial wrapper with wrapper for subsequent paragraphs.
    wrapper = subsequent_wrapper

  return '\n'.join(result)


def flag_dict_to_args(
    flag_map: Dict[str, Any], multi_flags: Optional[Set[str]] = None
) -> Iterable[str]:
  """Convert a dict of values into process call parameters.

  This method is used to convert a dictionary into a sequence of parameters
  for a binary that parses arguments using this module.

  Args:
    flag_map: dict, a mapping where the keys are flag names (strings).
        values are treated according to their type:

        * If value is ``None``, then only the name is emitted.
        * If value is ``True``, then only the name is emitted.
        * If value is ``False``, then only the name prepended with 'no' is
          emitted.
        * If value is a string then ``--name=value`` is emitted.
        * If value is a collection, this will emit
          ``--name=value1,value2,value3``, unless the flag name is in
          ``multi_flags``, in which case this will emit
          ``--name=value1 --name=value2 --name=value3``.
        * Everything else is converted to string an passed as such.

    multi_flags: set, names (strings) of flags that should be treated as
        multi-flags.
  Yields:
    sequence of string suitable for a subprocess execution.
  """
  for key, value in flag_map.items():
    if value is None:
      yield '--%s' % key
    elif isinstance(value, bool):
      if value:
        yield '--%s' % key
      else:
        yield '--no%s' % key
    elif isinstance(value, (bytes, type(u''))):
      # We don't want strings to be handled like python collections.
      yield '--%s=%s' % (key, value)
    else:
      # Now we attempt to deal with collections.
      try:
        if multi_flags and key in multi_flags:
          for item in value:
            yield '--%s=%s' % (key, str(item))
        else:
          yield '--%s=%s' % (key, ','.join(str(item) for item in value))
      except TypeError:
        # Default case.
        yield '--%s=%s' % (key, value)


def trim_docstring(docstring: str) -> str:
  """Removes indentation from triple-quoted strings.

  This is the function specified in PEP 257 to handle docstrings:
  https://www.python.org/dev/peps/pep-0257/.

  Args:
    docstring: str, a python docstring.

  Returns:
    str, docstring with indentation removed.
  """
  if not docstring:
    return ''

  # If you've got a line longer than this you have other problems...
  max_indent = 1 << 29

  # Convert tabs to spaces (following the normal Python rules)
  # and split into a list of lines:
  lines = docstring.expandtabs().splitlines()

  # Determine minimum indentation (first line doesn't count):
  indent = max_indent
  for line in lines[1:]:
    stripped = line.lstrip()
    if stripped:
      indent = min(indent, len(line) - len(stripped))
  # Remove indentation (first line is special):
  trimmed = [lines[0].strip()]
  if indent < max_indent:
    for line in lines[1:]:
      trimmed.append(line[indent:].rstrip())
  # Strip off trailing and leading blank lines:
  while trimmed and not trimmed[-1]:
    trimmed.pop()
  while trimmed and not trimmed[0]:
    trimmed.pop(0)
  # Return a single string:
  return '\n'.join(trimmed)


def doc_to_help(doc: str) -> str:
  """Takes a __doc__ string and reformats it as help."""

  # Get rid of starting and ending white space. Using lstrip() or even
  # strip() could drop more than maximum of first line and right space
  # of last line.
  doc = doc.strip()

  # Get rid of all empty lines.
  whitespace_only_line = re.compile('^[ \t]+$', re.M)
  doc = whitespace_only_line.sub('', doc)

  # Cut out common space at line beginnings.
  doc = trim_docstring(doc)

  # Just like this module's comment, comments tend to be aligned somehow.
  # In other words they all start with the same amount of white space.
  # 1) keep double new lines;
  # 2) keep ws after new lines if not empty line;
  # 3) all other new lines shall be changed to a space;
  # Solution: Match new lines between non white space and replace with space.
  doc = re.sub(r'(?<=\S)\n(?=\S)', ' ', doc, flags=re.M)

  return doc