





'''simple docstring'''






import argparse
from collections import defaultdict

import yaml


A__    :       str              ='''docs/source/en/_toctree.yml'''
def        UpperCamelCase__				(		lowerCAmelCase  ) ->    str:





      """simple docstring"""


      _lowerCAmelCase												=							defaultdict(lowerCAmelCase  )
      _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(lowerCAmelCase  )

      _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(lowerCAmelCase  ) > 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(lowerCAmelCase							,     key=lambda lowerCAmelCase  : s["title"].lower()  )

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

      overview_doc.extend(lowerCAmelCase  )

      # Sort
      return overview_doc
def        UpperCamelCase__				(		lowerCAmelCase=False  ) ->    List[str]:





      """simple docstring"""


      with open(lowerCAmelCase							,     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(lowerCAmelCase  )

      _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(lowerCAmelCase							,     """w"""							,     encoding="""utf-8"""  ) as f:
                        f.write(yaml.dump(lowerCAmelCase							,     allow_unicode=lowerCAmelCase  )  )
            else:
                  raise ValueError(
                      """The model doc part of the table of content is not properly sorted, run `make style` to fix this."""  )
def        UpperCamelCase__				(		lowerCAmelCase=False  ) ->    Union[str, Any]:





      """simple docstring"""


      with open(lowerCAmelCase							,     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(lowerCAmelCase  )
                  if overwrite:
                        _lowerCAmelCase												=							new_sub_pipeline_doc
            new_pipeline_docs.append(lowerCAmelCase  )

      # sort overall pipeline doc
      _lowerCAmelCase												=							clean_doc_toc(lowerCAmelCase  )

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

      if diff:
            if overwrite:
                  _lowerCAmelCase												=							api_doc
                  with open(lowerCAmelCase							,     """w"""							,     encoding="""utf-8"""  ) as f:
                        f.write(yaml.dump(lowerCAmelCase							,     allow_unicode=lowerCAmelCase  )  )
            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__    :       str              =argparse.ArgumentParser()
      parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
      A__    :       Tuple              =parser.parse_args()

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













'''simple docstring'''






def        UpperCamelCase__				(		lowerCAmelCase							,     lowerCAmelCase  ):





      """simple docstring"""


      if not (isinstance(lowerCAmelCase							,     lowerCAmelCase  ) and isinstance(lowerCAmelCase							,     lowerCAmelCase  )):
            raise ValueError("""longest_common_substring() takes two strings for inputs"""  )

      _lowerCAmelCase												=							len(lowerCAmelCase  )
      _lowerCAmelCase												=							len(lowerCAmelCase  )

      _lowerCAmelCase												=							[[0] * (texta_length + 1) for _ in range(texta_length + 1  )]
      _lowerCAmelCase												=							0
      _lowerCAmelCase												=							0

      for i in range(1							,     texta_length + 1  ):
            for j in range(1							,     texta_length + 1  ):
                  if texta[i - 1] == texta[j - 1]:
                        _lowerCAmelCase												=							1 + dp[i - 1][j - 1]
                        if dp[i][j] > ans_length:
                              _lowerCAmelCase												=							i
                              _lowerCAmelCase												=							dp[i][j]

      return texta[ans_index - ans_length : ans_index]


if __name__ == "__main__":
      import doctest

      doctest.testmod()






