






"""simple docstring"""





import argparse
from collections import defaultdict

import yaml


A__					: Optional[Any]=	"""docs/source/en/_toctree.yml"""







def   lowerCAmelCase_( SCREAMING_SNAKE_CASE					)					->	Tuple:
    """simple docstring"""

    UpperCamelCase__         =    defaultdict(SCREAMING_SNAKE_CASE					)
    for doc in model_doc:
        counts[doc["local"]] += 1
    UpperCamelCase__         =    [key for key, value in counts.items() if value > 1]

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

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







def   lowerCAmelCase_( SCREAMING_SNAKE_CASE=False					)					->	Union[str, Any]:
    """simple docstring"""

    with open(SCREAMING_SNAKE_CASE ,	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[model_idx]["title"] != "Models":
        model_idx += 1

    UpperCamelCase__         =    api_doc[model_idx]['sections']

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

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

    if diff:
        if overwrite:
            UpperCamelCase__         =    model_doc
            UpperCamelCase__         =    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__":
  A__					: Union[str, Any]=	argparse.ArgumentParser()
  parser.add_argument("""--fix_and_overwrite""", action="""store_true""", help="""Whether to fix inconsistencies.""")
  A__					: Union[str, Any]=	parser.parse_args()

  check_model_doc(args.fix_and_overwrite)












"""simple docstring"""





from ...configuration_utils import PretrainedConfig
from ...utils import logging


A__					: List[str]=	logging.get_logger(__name__)
class    __lowerCamelCase    (  _a  ):
   a      :				Optional[int] 						="""timm_backbone"""

   def __init__(					self ,				snake_case_=None ,				snake_case_=3 ,				snake_case_=True ,				snake_case_=True ,				snake_case_=None ,				**snake_case_ ,				)		->       Dict:
       super().__init__(**snake_case_      )
       UpperCamelCase__         =    backbone
       UpperCamelCase__         =    num_channels
       UpperCamelCase__         =    features_only
       UpperCamelCase__         =    use_pretrained_backbone
       UpperCamelCase__         =    True
       UpperCamelCase__         =    out_indices if out_indices is not None else (-1,)




