






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

class 		_snake_case	(	A__       ):
			_lowercase		:     Dict        =				['''image_processor''', '''tokenizer''']
			_lowercase		:     Optional[Any]        =				'''AutoImageProcessor'''
			_lowercase		:     List[Any]        =				'''AutoTokenizer'''






			def __init__(							self		,       a		,       a)   ->							Any:
						super().__init__(a		,       a)
						SCREAMING_SNAKE_CASE							=			self.image_processor






			def __call__(							self		,       a=None		,       a=None		,       a=None		,       **a)   ->							Optional[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:
									SCREAMING_SNAKE_CASE							=			self.tokenizer(a		,       return_tensors=a		,       **a)

						if images is not None:
									SCREAMING_SNAKE_CASE							=			self.image_processor(a		,       return_tensors=a		,       **a)

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






			def  SCREAMING_SNAKE_CASE__     (							self		,       *a		,       **a)   ->							Tuple:
						return self.tokenizer.batch_decode(*a		,       **a)






			def  SCREAMING_SNAKE_CASE__     (							self		,       *a		,       **a)   ->							List[Any]:
						return self.tokenizer.decode(*a		,       **a)







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











"""simple docstring"""
from __future__ import annotations

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    list[float]			):
 lowerCAmelCase    				= 0.00
 lowerCAmelCase    				= 0
 for resistor in resistors:
  if resistor <= 0:
   lowerCAmelCase    				= F'Resistor at index {index} has a negative or zero value!'
   raise ValueError(_UpperCAmelCase			)
  first_sum += 1 / float(_UpperCAmelCase			)
  index += 1
 return 1 / first_sum

def 		_SCREAMING_SNAKE_CASE			(_UpperCAmelCase					:    list[float]			):
 lowerCAmelCase    				= 0.00
 lowerCAmelCase    				= 0
 for resistor in resistors:
  sum_r += resistor
  if resistor < 0:
   lowerCAmelCase    				= F'Resistor at index {index} has a negative value!'
   raise ValueError(_UpperCAmelCase			)
  index += 1
 return sum_r


if __name__ == "__main__":
       import doctest

       doctest.testmod()





