


from ...processing_utils import ProcessorMixin

class     a		(_lowerCAmelCase				):




							"""simple docstring"""


							__UpperCAmelCase   :							Any					  =  ["image_processor", "feature_extractor"]
							__UpperCAmelCase   :							Optional[int]					  =  "TvltImageProcessor"
							__UpperCAmelCase   :							Tuple					  =  "TvltFeatureExtractor"

							def __init__(							self	:  Tuple   ,     lowerCamelCase	:  int   ,     lowerCamelCase	:  Dict    )     ->   List[Any]:
														super().__init__(image_processor=lowerCamelCase   ,     feature_extractor=lowerCamelCase    )

														__snake_case		:      Union[str, Any]										=       image_processor
														__snake_case		:      Dict										=       feature_extractor

							def __call__(							self	:  Tuple   ,     lowerCamelCase	:  Dict=None   ,     lowerCamelCase	:  str=None   ,     lowerCamelCase	:  Union[str, Any]=None   ,     lowerCamelCase	:  int=None   ,     lowerCamelCase	:  Optional[int]=False   ,     lowerCamelCase	:  Dict=False   ,     *lowerCamelCase	:  Any   ,     **lowerCamelCase	:  Optional[int]   ,     )     ->   List[Any]:

														if images is None and audio is None:
																					raise ValueError("You need to specify either an `images` or `audio` input to process."    )

														__snake_case		:      int										=       None
														if images is not None:
																					__snake_case		:      Any										=       self.image_processor(lowerCamelCase   ,     mask_pixel=lowerCamelCase   ,     *lowerCamelCase   ,     **lowerCamelCase    )
														if images_mixed is not None:
																					__snake_case		:      List[Any]										=       self.image_processor(lowerCamelCase   ,     is_mixed=lowerCamelCase   ,     *lowerCamelCase   ,     **lowerCamelCase    )
														if audio is not None:
																					__snake_case		:      Union[str, Any]										=       self.feature_extractor(
																					    lowerCamelCase   ,     *lowerCamelCase   ,     sampling_rate=lowerCamelCase   ,     mask_audio=lowerCamelCase   ,     **lowerCamelCase    )

														__snake_case		:      List[str]										=       {}
														if audio is not None:
																					output_dict.update(lowerCamelCase    )
														if images is not None:
																					output_dict.update(lowerCamelCase    )
														if images_mixed_dict is not None:
																					output_dict.update(lowerCamelCase    )
														return output_dict






							@property
							def    __snake_case (							self	:  Optional[Any]    )     ->   Any:
														__snake_case		:      Any										=       self.image_processor.model_input_names
														__snake_case		:      Tuple										=       self.feature_extractor.model_input_names
														return list(dict.fromkeys(image_processor_input_names + feature_extractor_input_names    )    )





def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase     ):
							if index == r:
														for j in range(__lowerCamelCase     ):
																					print(data[j]							,     end=" "     )
														print(" "     )
														return
							#  When no more elements are there to put in data[]
							if i >= n:
														return
							# current is included, put next at next location
							__snake_case		:      Union[str, Any]										=       arr[i]
							combination_util(__lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     index + 1							,     __lowerCamelCase							,     i + 1     )
							# current is excluded, replace it with
							# next (Note that i+1 is passed, but
							# index is not changed)
							combination_util(__lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     i + 1     )
							# The main function that prints all combinations
							# of size r in arr[] of size n. This function
							# mainly uses combinationUtil()







def     lowerCAmelCase_					( __lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase     ):
							# A temporary array to store all combination one by one
							__snake_case		:      Union[str, Any]										=       [0] * r
							# Print all combination using temporary array 'data[]'
							combination_util(__lowerCamelCase							,     __lowerCamelCase							,     __lowerCamelCase							,     0							,     __lowerCamelCase							,     0     )


if __name__ == "__main__":
			# Driver code to check the function above
			_snake_case					:		List[str]      =    [10, 20, 30, 40, 50]
			print_combination(arr, len(arr), 3)
			# This code is contributed by Ambuj sahu

