




from ..utils import DummyObject, requires_backends


class  A		(  metaclass=__UpperCAmelCase     ):
		__snake_case									=   ['torch', 'transformers', 'onnx']



		def __init__(     self,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(self,	['''torch''', '''transformers''', '''onnx''']   )



		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







class  A		(  metaclass=__UpperCAmelCase     ):
		__snake_case									=   ['torch', 'transformers', 'onnx']



		def __init__(     self,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(self,	['''torch''', '''transformers''', '''onnx''']   )



		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







class  A		(  metaclass=__UpperCAmelCase     ):
		__snake_case									=   ['torch', 'transformers', 'onnx']



		def __init__(     self,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(self,	['''torch''', '''transformers''', '''onnx''']   )



		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







class  A		(  metaclass=__UpperCAmelCase     ):
		__snake_case									=   ['torch', 'transformers', 'onnx']



		def __init__(     self,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(self,	['''torch''', '''transformers''', '''onnx''']   )



		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







class  A		(  metaclass=__UpperCAmelCase     ):
		__snake_case									=   ['torch', 'transformers', 'onnx']



		def __init__(     self,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(self,	['''torch''', '''transformers''', '''onnx''']   )



		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







class  A		(  metaclass=__UpperCAmelCase     ):
		__snake_case									=   ['torch', 'transformers', 'onnx']



		def __init__(     self,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(self,	['''torch''', '''transformers''', '''onnx''']   )



		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )







		@classmethod
		def        SCREAMING_SNAKE_CASE__			(     cls,	*UpperCamelCase__,	**UpperCamelCase__   ):







								"""simple docstring"""



								requires_backends(cls,	['''torch''', '''transformers''', '''onnx''']   )










def __UpperCamelCase			(       _A  ):
						if not numbers:
												return 0

						if not isinstance(_A ,  (list, tuple)  ) or not all(
						    isinstance(_A ,  _A  ) for number in numbers  ):
												raise ValueError('''numbers must be an iterable of integers'''  )

						lowerCAmelCase_      			=  lowerCAmelCase_      			=  lowerCAmelCase_      			=  numbers[0]

						for i in range(1 ,  len(_A  )  ):
												# update the maximum and minimum subarray products
												lowerCAmelCase_      			=  numbers[i]
												if number < 0:
																		lowerCAmelCase_			,					lowerCAmelCase_      			=  min_till_now, max_till_now
												lowerCAmelCase_      			=  max(_A ,  max_till_now * number  )
												lowerCAmelCase_      			=  min(_A ,  min_till_now * number  )

												# update the maximum product found till now
												lowerCAmelCase_      			=  max(_A ,  _A  )

						return max_prod




