

import argparse
from collections import defaultdict

import yaml


a_    :						Tuple    		=      "docs/source/en/_toctree.yml"


def        __lowerCAmelCase    (       _UpperCamelCase		:  int	)		->							Optional[Any]:
 '''simple docstring'''


 SCREAMING_SNAKE_CASE								=			defaultdict(_UpperCamelCase	)
 for doc in model_doc:
  counts[doc["local"]] += 1
 SCREAMING_SNAKE_CASE								=			[key for key, value in counts.items() if value > 1]

 SCREAMING_SNAKE_CASE								=			[]
 for duplicate_key in duplicates:
  SCREAMING_SNAKE_CASE								=			list({doc['title'] for doc in model_doc if doc['local'] == duplicate_key}	)
  if len(_UpperCamelCase	) > 1:
   raise ValueError(
       f"""{duplicate_key} is present several times in the documentation table of content at """
       '`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '
       'others.'	)
  # Only add this once
  new_doc.append({'local': duplicate_key, 'title': titles[0]}	)

 # Add none duplicate-keys
 new_doc.extend([doc for doc in model_doc if counts[doc['local']] == 1]	)

 # Sort
 return sorted(_UpperCamelCase		,							key=lambda _UpperCamelCase	: s["title"].lower()	)


def        __lowerCAmelCase    (       _UpperCamelCase		:  int=False	)		->							List[Any]:
 '''simple docstring'''


 with open(_UpperCamelCase		,							encoding='utf-8'	) as f:
  SCREAMING_SNAKE_CASE								=			yaml.safe_load(f.read()	)

 # Get to the API doc
 SCREAMING_SNAKE_CASE								=			0
 while content[api_idx]["title"] != "API":
  api_idx += 1
 SCREAMING_SNAKE_CASE								=			content[api_idx]['sections']

 # Then to the model doc
 SCREAMING_SNAKE_CASE								=			0
 while api_doc[model_idx]["title"] != "Models":
  model_idx += 1

 SCREAMING_SNAKE_CASE								=			api_doc[model_idx]['sections']

 SCREAMING_SNAKE_CASE								=			[(idx, section) for idx, section in enumerate(_UpperCamelCase	) if 'sections' in section]
 SCREAMING_SNAKE_CASE								=			False
 for idx, modality_doc in modalities_docs:
  SCREAMING_SNAKE_CASE								=			modality_doc['sections']
  SCREAMING_SNAKE_CASE								=			clean_model_doc_toc(_UpperCamelCase	)

  if old_modality_doc != new_modality_doc:
   SCREAMING_SNAKE_CASE								=			True
   if overwrite:
    SCREAMING_SNAKE_CASE								=			new_modality_doc

 if diff:
  if overwrite:
   SCREAMING_SNAKE_CASE								=			model_doc
   SCREAMING_SNAKE_CASE								=			api_doc
   with open(_UpperCamelCase		,							'w'		,							encoding='utf-8'	) as f:
    f.write(yaml.dump(_UpperCamelCase		,							allow_unicode=_UpperCamelCase	)	)
  else:
   raise ValueError(
       'The model doc part of the table of content is not properly sorted, run `make style` to fix this.'	)


if __name__ == "__main__":
      a_    :						Optional[int]    		=      argparse.ArgumentParser()
      parser.add_argument("--fix_and_overwrite", action="store_true", help="Whether to fix inconsistencies.")
      a_    :						Any    		=      parser.parse_args()

      check_model_doc(args.fix_and_overwrite)




import random


def        __lowerCAmelCase    (       _UpperCamelCase		:  int		,							_UpperCamelCase		:  float		,							_UpperCamelCase		:  bool = False	)		->							dict:
 '''simple docstring'''


 SCREAMING_SNAKE_CASE								=			{i: [] for i in range(_UpperCamelCase	)}

 # if probability is greater or equal than 1, then generate a complete graph
 if probability >= 1:
  return complete_graph(_UpperCamelCase	)
 # if probability is lower or equal than 0, then return a graph without edges
 if probability <= 0:
  return graph

 # for each couple of nodes, add an edge from u to v
 # if the number randomly generated is greater than probability probability
 for i in range(_UpperCamelCase	):
  for j in range(i + 1		,							_UpperCamelCase	):
   if random.random() < probability:
    graph[i].append(_UpperCamelCase	)
    if not directed:
     # if the graph is undirected, add an edge in from j to i, either
     graph[j].append(_UpperCamelCase	)
 return graph


def        __lowerCAmelCase    (       _UpperCamelCase		:  int	)		->							dict:
 '''simple docstring'''


 return {
     i: [j for j in range(_UpperCamelCase	) if i != j] for i in range(_UpperCamelCase	)
 }


if __name__ == "__main__":
      import doctest

      doctest.testmod()

