


import argparse
from collections import defaultdict

import yaml


snake_case							:       Union[str, Any]     			=      '''docs/source/en/_toctree.yml'''






def 							__lowercase   ( __lowerCAmelCase							:				Union[str, Any]   ):
							a__             =     defaultdict(__lowerCAmelCase   )
							for doc in model_doc:
														counts[doc["local"]] += 1
							a__             =     [key for key, value in counts.items() if value > 1]

							a__             =     []
							for duplicate_key in duplicates:
														a__             =     list({doc['title'] for doc in model_doc 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 model_doc if counts[doc['local']] == 1]   )

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






def 							__lowercase   ( __lowerCAmelCase							:				Optional[int]=False   ):
							with open(__lowerCAmelCase					,    encoding='utf-8'   ) as f:
														a__             =     yaml.safe_load(f.read()   )

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

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

							a__             =     api_doc[model_idx]['sections']

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

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

							if diff:
														if overwrite:
																					a__             =     model_doc
																					a__             =     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__":
						snake_case							:       Any     			=      argparse.ArgumentParser()
						parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
						snake_case							:       Dict     			=      parser.parse_args()

						check_model_doc(args.fix_and_overwrite)








import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Audio, ClassLabel, Features
from .base import TaskTemplate







@dataclass(frozen=lowerCamelCase_      )
class        snake_case_   (lowerCamelCase_      ):
					UpperCAmelCase__					:    str          =			field(default='''audio-classification'''	,						metadata={'''include_in_asdict_even_if_is_default''': True}      )
					UpperCAmelCase__					:    ClassVar[Features]          =			Features({'''audio''': Audio()}      )
					UpperCAmelCase__					:    ClassVar[Features]          =			Features({'''labels''': ClassLabel}      )
					UpperCAmelCase__					:    str          =			"audio"
					UpperCAmelCase__					:    str          =			"labels"
					def  lowerCamelCase__(      self   :Optional[int]			,__snake_case   :int      )					->    str:
												if self.label_column not in features:
																			raise ValueError(F'Column {self.label_column} is not present in features.'      )
												if not isinstance(features[self.label_column]			,__snake_case      ):
																			raise ValueError(F'Column {self.label_column} is not a ClassLabel.'      )
												a__             =     copy.deepcopy(self      )
												a__             =     self.label_schema.copy()
												a__             =     features[self.label_column]
												a__             =     label_schema
												return task_template



					@property
					def  lowerCamelCase__(      self   :Dict      )					->    Dict[str, str]:
												return {
												    self.audio_column: "audio",
												    self.label_column: "labels",
												}




