




import argparse
from collections import defaultdict

import yaml


lowerCamelCase				:		Dict     =   "docs/source/en/_toctree.yml"

def 			_SCREAMING_SNAKE_CASE			(							lowercase	:       Dict     ):


      '''simple docstring'''



      lowerCamelCase_		     =    defaultdict(lowercase     )
      lowerCamelCase_		     =    []
      lowerCamelCase_		     =    []
      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(lowercase     )

      lowerCamelCase_		     =    new_doc_list
      lowerCamelCase_		     =    [key for key, value in counts.items() if value > 1]

      lowerCamelCase_		     =    []
      for duplicate_key in duplicates:
            lowerCamelCase_		     =    list({doc['title'] for doc in doc_list if doc['local'] == duplicate_key}     )
            if len(lowercase     ) > 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_		     =    sorted(lowercase	,							key=lambda lowercase     : s["title"].lower()     )

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

      overview_doc.extend(lowercase     )

      # Sort
      return overview_doc

def 			_SCREAMING_SNAKE_CASE			(							lowercase	:       Union[str, Any]=False     ):


      '''simple docstring'''



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

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

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

      lowerCamelCase_		     =    api_doc[scheduler_idx]['sections']
      lowerCamelCase_		     =    clean_doc_toc(lowercase     )

      lowerCamelCase_		     =    False
      if new_scheduler_doc != scheduler_doc:
            lowerCamelCase_		     =    True
            if overwrite:
                  lowerCamelCase_		     =    new_scheduler_doc

      if diff:
            if overwrite:
                  lowerCamelCase_		     =    api_doc
                  with open(lowercase	,							'w'	,							encoding='utf-8'     ) as f:
                        f.write(yaml.dump(lowercase	,							allow_unicode=lowercase     )     )
            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			(							lowercase	:       Tuple=False     ):


      '''simple docstring'''



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

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

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

      lowerCamelCase_		     =    False
      lowerCamelCase_		     =    api_doc[pipeline_idx]['sections']
      lowerCamelCase_		     =    []

      # sort sub pipeline docs
      for pipeline_doc in pipeline_docs:
            if "section" in pipeline_doc:
                  lowerCamelCase_		     =    pipeline_doc['section']
                  lowerCamelCase_		     =    clean_doc_toc(lowercase     )
                  if overwrite:
                        lowerCamelCase_		     =    new_sub_pipeline_doc
            new_pipeline_docs.append(lowercase     )

      # sort overall pipeline doc
      lowerCamelCase_		     =    clean_doc_toc(lowercase     )

      if new_pipeline_docs != pipeline_docs:
            lowerCamelCase_		     =    True
            if overwrite:
                  lowerCamelCase_		     =    new_pipeline_docs

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

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









lowerCamelCase				:		Tuple     =   [
    [0, 16, 13, 0, 0, 0],
    [0, 0, 10, 12, 0, 0],
    [0, 4, 0, 0, 14, 0],
    [0, 0, 9, 0, 0, 20],
    [0, 0, 0, 7, 0, 4],
    [0, 0, 0, 0, 0, 0],
]

def 			_SCREAMING_SNAKE_CASE			(							lowercase	:       Optional[Any]	,							lowercase	:       int	,							lowercase	:       Optional[Any]	,							lowercase	:       List[Any]     ):


      '''simple docstring'''



      lowerCamelCase_		     =    [False] * len(lowercase     )
      lowerCamelCase_		     =    [s]
      lowerCamelCase_		     =    True

      while queue:
            lowerCamelCase_		     =    queue.pop(0     )
            for ind in range(len(graph[u]     )     ):
                  if visited[ind] is False and graph[u][ind] > 0:
                        queue.append(lowercase     )
                        lowerCamelCase_		     =    True
                        lowerCamelCase_		     =    u

      return visited[t]

def 			_SCREAMING_SNAKE_CASE			(							lowercase	:       List[str]	,							lowercase	:       Tuple	,							lowercase	:       Tuple     ):


      '''simple docstring'''



      lowerCamelCase_		     =    [-1] * (len(lowercase     ))
      lowerCamelCase_		     =    0
      lowerCamelCase_		     =    []
      lowerCamelCase_		     =    [i[:] for i in graph]  # Record original cut, copy.
      while bfs(lowercase	,							lowercase	,							lowercase	,							lowercase     ):
            lowerCamelCase_		     =    float('Inf'     )
            lowerCamelCase_		     =    sink

            while s != source:
                  # Find the minimum value in select path
                  lowerCamelCase_		     =    min(lowercase	,							graph[parent[s]][s]     )
                  lowerCamelCase_		     =    parent[s]

            max_flow += path_flow
            lowerCamelCase_		     =    sink

            while v != source:
                  lowerCamelCase_		     =    parent[v]
                  graph[u][v] -= path_flow
                  graph[v][u] += path_flow
                  lowerCamelCase_		     =    parent[v]

      for i in range(len(lowercase     )     ):
            for j in range(len(graph[0]     )     ):
                  if graph[i][j] == 0 and temp[i][j] > 0:
                        res.append((i, j)     )

      return res


if __name__ == "__main__":
 print(mincut(test_graph, source=0, sink=5))



