"""simple docstring"""





class      UpperCAmelCase_	:


      def __init__(   self		,			a		,			a							)       ->					Optional[int]:
             lowercase__			:		str       =	name
             lowercase__			:		List[str]       =	val


      def __str__(   self							)       ->					List[Any]:
             return f"""{self.__class__.__name__}({self.name}, {self.val})"""


      def __lt__(   self		,			a							)       ->					Optional[Any]:
             return self.val < other.val





class      UpperCAmelCase_	:


      def __init__(   self		,			a							)       ->					List[str]:
             lowercase__			:		List[str]       =	{}
             lowercase__			:		List[Any]       =	{}
             lowercase__			:		Optional[Any]       =	self.build_heap(_snake_case							)


      def __getitem__(   self		,			a							)       ->					Any:
             return self.get_value(_snake_case							)


      def 		_UpperCAmelCase       (   self		,			a							)       ->					Tuple:
             return (idx - 1) // 2


      def 		_UpperCAmelCase       (   self		,			a							)       ->					List[str]:
             return idx * 2 + 1


      def 		_UpperCAmelCase       (   self		,			a							)       ->					Tuple:
             return idx * 2 + 2


      def 		_UpperCAmelCase       (   self		,			a							)       ->					str:
             return self.heap_dict[key]


      def 		_UpperCAmelCase       (   self		,			a							)       ->					Dict:
             lowercase__			:		Any       =	len(_snake_case							) - 1
             lowercase__			:		Union[str, Any]       =	self.get_parent_idx(_snake_case							)

             for idx, i in enumerate(_snake_case							):
                    lowercase__			:		str       =	idx
                    lowercase__			:		Optional[Any]       =	i.val

             for i in range(_snake_case		,			-1		,			-1							):
                    self.sift_down(_snake_case		,			_snake_case							)
             return array


      def 		_UpperCAmelCase       (   self		,			a		,			a							)       ->					List[Any]:




             while True:
                    lowercase__			:		Tuple       =	self.get_left_child_idx(_snake_case							)  # noqa: E741
                    lowercase__			:		int       =	self.get_right_child_idx(_snake_case							)

                    lowercase__			:		str       =	idx
                    if l < len(_snake_case							) and array[l] < array[idx]:
                           lowercase__			:		Optional[int]       =	l
                    if r < len(_snake_case							) and array[r] < array[smallest]:
                           lowercase__			:		List[str]       =	r

                    if smallest != idx:
                           lowercase__    ,      lowercase__			:		List[Any]       =	array[smallest], array[idx]
                           (
                               (
                               lowercase__     
                           )    ,      (
                               lowercase__     
                           )    ,           
                           )			:		str       =	(
                               self.idx_of_element[array[smallest]],
                               self.idx_of_element[array[idx]],
                           )
                           lowercase__			:		Dict       =	smallest
                    else:
                           break


      def 		_UpperCAmelCase       (   self		,			a							)       ->					Union[str, Any]:
             lowercase__			:		Dict       =	self.get_parent_idx(_snake_case							)
             while p >= 0 and self.heap[p] > self.heap[idx]:
                    lowercase__    ,      lowercase__			:		Optional[int]       =	self.heap[idx], self.heap[p]
                    lowercase__    ,      lowercase__			:		List[str]       =	(
                        self.idx_of_element[self.heap[idx]],
                        self.idx_of_element[self.heap[p]],
                    )
                    lowercase__			:		Optional[int]       =	p
                    lowercase__			:		List[str]       =	self.get_parent_idx(_snake_case							)


      def 		_UpperCAmelCase       (   self							)       ->					Optional[Any]:
             return self.heap[0]


      def 		_UpperCAmelCase       (   self							)       ->					List[Any]:
             lowercase__    ,      lowercase__			:		List[str]       =	self.heap[-1], self.heap[0]
             lowercase__    ,      lowercase__			:		List[Any]       =	(
                 self.idx_of_element[self.heap[-1]],
                 self.idx_of_element[self.heap[0]],
             )

             lowercase__			:		Any       =	self.heap.pop()
             del self.idx_of_element[x]
             self.sift_down(0		,			self.heap							)
             return x


      def 		_UpperCAmelCase       (   self		,			a							)       ->					str:
             self.heap.append(_snake_case							)
             lowercase__			:		Optional[int]       =	len(self.heap							) - 1
             lowercase__			:		Any       =	node.val
             self.sift_up(len(self.heap							) - 1							)


      def 		_UpperCAmelCase       (   self							)       ->					int:
             return len(self.heap							) == 0


      def 		_UpperCAmelCase       (   self		,			a		,			a							)       ->					Optional[Any]:
             assert (
                 self.heap[self.idx_of_element[node]].val > new_value
             ), "newValue must be less that current value"
             lowercase__			:		Union[str, Any]       =	new_value
             lowercase__			:		List[str]       =	new_value
             self.sift_up(self.idx_of_element[node]							)





_UpperCamelCase   :						Union[str, Any]      =    Node("R", -1)
_UpperCamelCase   :						Union[str, Any]      =    Node("B", 6)
_UpperCamelCase   :						List[Any]      =    Node("A", 3)
_UpperCamelCase   :						List[Any]      =    Node("X", 1)
_UpperCamelCase   :						Union[str, Any]      =    Node("E", 4)

# Use one of these two ways to generate Min-Heap

# Generating Min-Heap from array
_UpperCamelCase   :						Union[str, Any]      =    MinHeap([r, b, a, x, e])

# Generating Min-Heap by Insert method
# myMinHeap.insert(a)
# myMinHeap.insert(b)
# myMinHeap.insert(x)
# myMinHeap.insert(r)
# myMinHeap.insert(e)

# Before
print("Min Heap - before decrease key")
for i in my_min_heap.heap:
       print(i)

print("Min Heap - After decrease key of node [B -> -17]")
my_min_heap.decrease_key(b, -17)

# After
for i in my_min_heap.heap:
       print(i)

if __name__ == "__main__":
       import doctest

       doctest.testmod()



from typing import Dict

from .base import GenericTensor, Pipeline







class 			__A( a			):




				def 				SCREAMING_SNAKE_CASE_		(     self		,     _snake_case=None		,     _snake_case=None		,     _snake_case=None		,     **_snake_case				)    ->      Optional[Any]:


								'''simple docstring'''




								if tokenize_kwargs is None:
												__a										=    {}

								if truncation is not None:
												if "truncation" in tokenize_kwargs:
																raise ValueError(
																    '''truncation parameter defined twice (given as keyword argument as well as in tokenize_kwargs)'''				)
												__a										=    truncation

								__a										=    tokenize_kwargs

								__a										=    {}
								if return_tensors is not None:
												__a										=    return_tensors

								return preprocess_params, {}, postprocess_params




				def 				SCREAMING_SNAKE_CASE_		(     self		,     _snake_case		,     **_snake_case				)    ->      Dict[str, GenericTensor]:


								'''simple docstring'''




								__a										=    self.framework
								__a										=    self.tokenizer(_snake_case		,     return_tensors=_snake_case		,     **_snake_case				)
								return model_inputs




				def 				SCREAMING_SNAKE_CASE_		(     self		,     _snake_case				)    ->      Optional[Any]:


								'''simple docstring'''




								__a										=    self.model(**_snake_case				)
								return model_outputs




				def 				SCREAMING_SNAKE_CASE_		(     self		,     _snake_case		,     _snake_case=False				)    ->      Optional[int]:


								'''simple docstring'''




								if return_tensors:
												return model_outputs[0]
								if self.framework == "pt":
												return model_outputs[0].tolist()
								elif self.framework == "tf":
												return model_outputs[0].numpy().tolist()




				def __call__(     self		,     *_snake_case		,     **_snake_case				)    ->      Any:


								'''simple docstring'''




								return super().__call__(*_snake_case		,     **_snake_case				)