





import argparse
from collections import defaultdict

import yaml


_UpperCAmelCase             =							'docs/source/en/_toctree.yml'






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:Tuple   )      ->   Any:
 __lowerCAmelCase					:	Union[str, Any]      =       defaultdict(SCREAMING_SNAKE_CASE   )
 __lowerCAmelCase					:	Any      =       []
 __lowerCAmelCase					:	Tuple      =       []
 for doc in doc_list:
  if "local" in doc:
   counts[doc["local"]] += 1

  if doc["title"].lower() == "overview":
   overview_doc.append({"""local""": doc["""local"""], """title""": doc["""title"""]}   )
  else:
   new_doc_list.append(SCREAMING_SNAKE_CASE   )

 __lowerCAmelCase					:	Dict      =       new_doc_list
 __lowerCAmelCase					:	int      =       [key for key, value in counts.items() if value > 1]

 __lowerCAmelCase					:	int      =       []
 for duplicate_key in duplicates:
  __lowerCAmelCase					:	Optional[int]      =       list({doc["""title"""] for doc in doc_list if doc["""local"""] == duplicate_key}   )
  if len(SCREAMING_SNAKE_CASE   ) > 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 doc_list if """local""" not in counts or counts[doc["""local"""]] == 1]   )
 __lowerCAmelCase					:	Optional[Any]      =       sorted(SCREAMING_SNAKE_CASE   ,   key=lambda SCREAMING_SNAKE_CASE   : s["title"].lower()   )

 # "overview" gets special treatment and is always first
 if len(SCREAMING_SNAKE_CASE   ) > 1:
  raise ValueError("""{doc_list} has two 'overview' docs which is not allowed."""   )

 overview_doc.extend(SCREAMING_SNAKE_CASE   )

 # Sort
 return overview_doc






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:Union[str, Any]=False   )      ->   int:
 with open(SCREAMING_SNAKE_CASE   ,   encoding="""utf-8"""   ) as f:
  __lowerCAmelCase					:	str      =       yaml.safe_load(f.read()   )

 # Get to the API doc
 __lowerCAmelCase					:	Any      =       0
 while content[api_idx]["title"] != "API":
  api_idx += 1
 __lowerCAmelCase					:	List[str]      =       content[api_idx]["""sections"""]

 # Then to the model doc
 __lowerCAmelCase					:	List[Any]      =       0
 while api_doc[scheduler_idx]["title"] != "Schedulers":
  scheduler_idx += 1

 __lowerCAmelCase					:	str      =       api_doc[scheduler_idx]["""sections"""]
 __lowerCAmelCase					:	List[Any]      =       clean_doc_toc(SCREAMING_SNAKE_CASE   )

 __lowerCAmelCase					:	List[Any]      =       False
 if new_scheduler_doc != scheduler_doc:
  __lowerCAmelCase					:	Optional[Any]      =       True
  if overwrite:
   __lowerCAmelCase					:	Any      =       new_scheduler_doc

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






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:List[Any]=False   )      ->   str:
 with open(SCREAMING_SNAKE_CASE   ,   encoding="""utf-8"""   ) as f:
  __lowerCAmelCase					:	str      =       yaml.safe_load(f.read()   )

 # Get to the API doc
 __lowerCAmelCase					:	Optional[Any]      =       0
 while content[api_idx]["title"] != "API":
  api_idx += 1
 __lowerCAmelCase					:	List[Any]      =       content[api_idx]["""sections"""]

 # Then to the model doc
 __lowerCAmelCase					:	List[Any]      =       0
 while api_doc[pipeline_idx]["title"] != "Pipelines":
  pipeline_idx += 1

 __lowerCAmelCase					:	List[Any]      =       False
 __lowerCAmelCase					:	List[str]      =       api_doc[pipeline_idx]["""sections"""]
 __lowerCAmelCase					:	Any      =       []

 # sort sub pipeline docs
 for pipeline_doc in pipeline_docs:
  if "section" in pipeline_doc:
   __lowerCAmelCase					:	Optional[int]      =       pipeline_doc["""section"""]
   __lowerCAmelCase					:	Union[str, Any]      =       clean_doc_toc(SCREAMING_SNAKE_CASE   )
   if overwrite:
    __lowerCAmelCase					:	List[Any]      =       new_sub_pipeline_doc
  new_pipeline_docs.append(SCREAMING_SNAKE_CASE   )

 # sort overall pipeline doc
 __lowerCAmelCase					:	List[str]      =       clean_doc_toc(SCREAMING_SNAKE_CASE   )

 if new_pipeline_docs != pipeline_docs:
  __lowerCAmelCase					:	Any      =       True
  if overwrite:
   __lowerCAmelCase					:	Tuple      =       new_pipeline_docs

 if diff:
  if overwrite:
   __lowerCAmelCase					:	Optional[Any]      =       api_doc
   with open(SCREAMING_SNAKE_CASE   ,   """w"""   ,   encoding="""utf-8"""   ) as f:
    f.write(yaml.dump(SCREAMING_SNAKE_CASE   ,   allow_unicode=SCREAMING_SNAKE_CASE   )   )
  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__":
      _UpperCAmelCase             =							argparse.ArgumentParser()
      parser.add_argument('--fix_and_overwrite', action='store_true', help='Whether to fix inconsistencies.')
      _UpperCAmelCase             =							parser.parse_args()

      check_scheduler_doc(args.fix_and_overwrite)
      check_pipeline_doc(args.fix_and_overwrite)






_UpperCAmelCase             =							{0: [2, 3], 1: [0], 2: [1], 3: [4], 4: []}

_UpperCAmelCase             =							{0: [1, 2, 3], 1: [2], 2: [0], 3: [4], 4: [5], 5: [3]}






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:dict[int, list[int]]   ,   SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list[bool]   )      ->   list[int]:
 __lowerCAmelCase					:	str      =       True
 __lowerCAmelCase					:	str      =       []

 for neighbour in graph[vert]:
  if not visited[neighbour]:
   order += topology_sort(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )

 order.append(SCREAMING_SNAKE_CASE   )

 return order






def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:dict[int, list[int]]   ,   SCREAMING_SNAKE_CASE		:int   ,   SCREAMING_SNAKE_CASE		:list[bool]   )      ->   list[int]:
 __lowerCAmelCase					:	Optional[Any]      =       True
 __lowerCAmelCase					:	Union[str, Any]      =       [vert]

 for neighbour in reversed_graph[vert]:
  if not visited[neighbour]:
   component += find_components(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )

 return component







def 	_SCREAMING_SNAKE_CASE		(      SCREAMING_SNAKE_CASE		:dict[int, list[int]]   )      ->   list[list[int]]:
 __lowerCAmelCase					:	Optional[Any]      =       len(SCREAMING_SNAKE_CASE   ) * [False]
 __lowerCAmelCase					:	dict[int, list[int]]      =       {vert: [] for vert in range(len(SCREAMING_SNAKE_CASE   )   )}

 for vert, neighbours in graph.items():
  for neighbour in neighbours:
   reversed_graph[neighbour].append(SCREAMING_SNAKE_CASE   )

 __lowerCAmelCase					:	Tuple      =       []
 for i, was_visited in enumerate(SCREAMING_SNAKE_CASE   ):
  if not was_visited:
   order += topology_sort(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )

 __lowerCAmelCase					:	Optional[Any]      =       []
 __lowerCAmelCase					:	Any      =       len(SCREAMING_SNAKE_CASE   ) * [False]

 for i in range(len(SCREAMING_SNAKE_CASE   )   ):
  __lowerCAmelCase					:	Optional[int]      =       order[len(SCREAMING_SNAKE_CASE   ) - i - 1]
  if not visited[vert]:
   __lowerCAmelCase					:	Any      =       find_components(SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   ,   SCREAMING_SNAKE_CASE   )
   components_list.append(SCREAMING_SNAKE_CASE   )

 return components_list