
import argparse
from collections import defaultdict

import yaml


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




def  lowerCamelCase__ (  a__     :     Optional[int]   )						->		Dict:
       UpperCamelCase_											=				defaultdict(__a   )
       UpperCamelCase_											=				[]
       UpperCamelCase_											=				[]
       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(__a   )

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

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

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

       overview_doc.extend(__a   )

       # Sort
       return overview_doc




def  lowerCamelCase__ (  a__     :     int=False   )						->		str:

       with open(__a		,					encoding="""utf-8"""   ) as f:
              UpperCamelCase_											=				yaml.safe_load(f.read()   )

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

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

       UpperCamelCase_											=				api_doc[scheduler_idx]['sections']
       UpperCamelCase_											=				clean_doc_toc(__a   )

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

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




def  lowerCamelCase__ (  a__     :     int=False   )						->		Optional[Any]:

       with open(__a		,					encoding="""utf-8"""   ) as f:
              UpperCamelCase_											=				yaml.safe_load(f.read()   )

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

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

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

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

       # sort overall pipeline doc
       UpperCamelCase_											=				clean_doc_toc(__a   )

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

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

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





'''simple docstring'''







import doctest
import logging
import os
import unittest
from pathlib import Path
from typing import List, Union

import transformers
from transformers.testing_utils import require_tf, require_torch, slow


__lowerCAmelCase         =    logging.getLogger()







@unittest.skip('''Temporarily disable the doc tests.'''	)
@require_torch
@require_tf
@slow
class UpperCAmelCase__	( unittest.TestCase	):





  """simple docstring"""

  def   __lowercase		(		self      :     str							,_a      :     Path							,_a      :     Union[str, None] = None							,_a      :     Union[List[str], None] = None							,_a      :     Union[str, List[str], None] = None							,_a      :     bool = True							,):


     '''simple docstring'''






     _a				:	Optional[int]			=   [file for file in os.listdir(_a       ) if os.path.isfile(os.path.join(_a							,_a       )       )]

     if identifier is not None:
        _a				:	List[str]			=   [file for file in files if identifier in file]

     if n_identifier is not None:
        if isinstance(_a							,_a       ):
           for n_ in n_identifier:
              _a				:	Tuple			=   [file for file in files if n_ not in file]
        else:
           _a				:	Optional[Any]			=   [file for file in files if n_identifier not in file]

     _a				:	List[str]			=   ignore_files or []
     ignore_files.append('__init__.py'       )
     _a				:	Tuple			=   [file for file in files if file not in ignore_files]

     for file in files:
        # Open all files
        print('Testing'							,_a       )

        if only_modules:
           _a				:	Any			=   file.split('.'       )[0]
           try:
              _a				:	List[str]			=   getattr(_a							,_a       )
              _a				:	int			=   doctest.DocTestSuite(_a       )
              _a				:	Any			=   unittest.TextTestRunner().run(_a       )
              self.assertIs(len(result.failures       )							,0       )
           except AttributeError:
              logger.info(F"""{module_identifier} is not a module."""       )
        else:
           _a				:	Union[str, Any]			=   doctest.testfile(str('..' / directory / file       )							,optionflags=doctest.ELLIPSIS       )
           self.assertIs(result.failed							,0       )


  def   __lowercase		(		self      :     Any       ):


     '''simple docstring'''






     _a				:	int			=   Path('src/transformers'       )
     _a				:	List[Any]			=   'modeling'
     _a				:	Optional[Any]			=   [
         'modeling_ctrl.py',
         'modeling_tf_ctrl.py',
     ]
     self.analyze_directory(_a							,identifier=_a							,ignore_files=_a       )


  def   __lowercase		(		self      :     Optional[int]       ):


     '''simple docstring'''






     _a				:	Optional[Any]			=   Path('src/transformers'       )
     _a				:	Optional[Any]			=   'tokenization'
     self.analyze_directory(_a							,identifier=_a       )


  def   __lowercase		(		self      :     List[str]       ):


     '''simple docstring'''






     _a				:	Dict			=   Path('src/transformers'       )
     _a				:	str			=   'configuration'
     self.analyze_directory(_a							,identifier=_a       )


  def   __lowercase		(		self      :     Any       ):


     '''simple docstring'''






     _a				:	Tuple			=   Path('src/transformers'       )
     _a				:	List[Any]			=   ['configuration', 'modeling', 'tokenization']
     self.analyze_directory(_a							,n_identifier=_a       )


  def   __lowercase		(		self      :     Tuple       ):


     '''simple docstring'''






     _a				:	List[Any]			=   Path('docs/source'       )
     _a				:	List[str]			=   ['favicon.ico']
     self.analyze_directory(_a							,ignore_files=_a							,only_modules=_a       )



