

from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding






class 						__magic_name__    (       _snake_case    ):
 UpperCAmelCase							    =						["""image_processor""", """tokenizer"""]
 UpperCAmelCase							    =						"""AutoImageProcessor"""
 UpperCAmelCase							    =						"""AutoTokenizer"""


 def __init__(						self		: Tuple			,						lowerCAmelCase__		: Tuple			,						lowerCAmelCase__		: str    )    ->      Union[str, Any]:
   super().__init__(lowerCAmelCase__			,						lowerCAmelCase__    )
   UpperCAmelCase					      =  self.image_processor


 def __call__(						self		: List[Any]			,						lowerCAmelCase__		: int=None			,						lowerCAmelCase__		: Any=None			,						lowerCAmelCase__		: Optional[Any]=None			,						**lowerCAmelCase__		: int    )    ->      int:

   if text is None and images is None:
     raise ValueError("You have to specify either text or images. Both cannot be none."    )

   if text is not None:
     UpperCAmelCase					      =  self.tokenizer(lowerCAmelCase__			,						return_tensors=lowerCAmelCase__			,						**lowerCAmelCase__    )

   if images is not None:
     UpperCAmelCase					      =  self.image_processor(lowerCAmelCase__			,						return_tensors=lowerCAmelCase__			,						**lowerCAmelCase__    )

   if text is not None and images is not None:
     UpperCAmelCase					      =  image_features.pixel_values
     return encoding
   elif text is not None:
     return encoding
   else:
     return BatchEncoding(data=dict(**lowerCAmelCase__    )			,						tensor_type=lowerCAmelCase__    )


 def _UpperCamelCase	(						self		: Tuple			,						*lowerCAmelCase__		: int			,						**lowerCAmelCase__		: List[str]    )    ->      int:
   return self.tokenizer.batch_decode(*lowerCAmelCase__			,						**lowerCAmelCase__    )


 def _UpperCamelCase	(						self		: int			,						*lowerCAmelCase__		: Tuple			,						**lowerCAmelCase__		: Optional[Any]    )    ->      Dict:
   return self.tokenizer.decode(*lowerCAmelCase__			,						**lowerCAmelCase__    )


 @property
 def _UpperCamelCase	(						self		: List[str]    )    ->      Any:
   return ["input_ids", "attention_mask", "pixel_values"]






def      _lowerCAmelCase(	__A			):
  assert column_title.isupper()
  UpperCAmelCase					      =  0
  UpperCAmelCase					      =  len(__A			) - 1
  UpperCAmelCase					      =  0

  while index >= 0:
    UpperCAmelCase					      =  (ord(column_title[index]			) - 64) * pow(26   ,       __A			)
    answer += value
    power += 1
    index -= 1

  return answer


if __name__ == "__main__":
      from doctest import testmod

      testmod()



