






'''simple docstring'''
class   __SCREAMING_SNAKE_CASE   :




 def __init__(   self						:				List[str]       ,   __lowercase						:				Optional[int]       ,   __lowercase						:				int   )						->    int:
       SCREAMING_SNAKE_CASE__  :					Optional[Any]						=name
       SCREAMING_SNAKE_CASE__  :					str						=val




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




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






class   __SCREAMING_SNAKE_CASE   :




 def __init__(   self						:				Dict       ,   __lowercase						:				Optional[int]   )						->    Optional[Any]:
       SCREAMING_SNAKE_CASE__  :					Optional[int]						={}
       SCREAMING_SNAKE_CASE__  :					List[str]						={}
       SCREAMING_SNAKE_CASE__  :					Union[str, Any]						=self.build_heap(_UpperCAmelCase   )




 def __getitem__(   self						:				str       ,   __lowercase						:				str   )						->    int:
       return self.get_value(_UpperCAmelCase   )




 def   __magic_name__						(   self						:				Tuple       ,   __lowercase						:				Optional[int]   )						->    Any:
       return (idx - 1) // 2




 def   __magic_name__						(   self						:				Tuple       ,   __lowercase						:				Optional[int]   )						->    List[str]:
       return idx * 2 + 1




 def   __magic_name__						(   self						:				Union[str, Any]       ,   __lowercase						:				Tuple   )						->    Optional[Any]:
       return idx * 2 + 2




 def   __magic_name__						(   self						:				int       ,   __lowercase						:				List[Any]   )						->    Tuple:
       return self.heap_dict[key]




 def   __magic_name__						(   self						:				Dict       ,   __lowercase						:				Any   )						->    List[str]:
       SCREAMING_SNAKE_CASE__  :					Optional[int]						=len(_UpperCAmelCase   ) - 1
       SCREAMING_SNAKE_CASE__  :					Optional[int]						=self.get_parent_idx(_UpperCAmelCase   )

       for idx, i in enumerate(_UpperCAmelCase   ):
             SCREAMING_SNAKE_CASE__  :					List[Any]						=idx
             SCREAMING_SNAKE_CASE__  :					Tuple						=i.val

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




 def   __magic_name__						(   self						:				Optional[Any]       ,   __lowercase						:				Optional[int]       ,   __lowercase						:				Tuple   )						->    str:
       while True:
             SCREAMING_SNAKE_CASE__  :					Optional[int]						=self.get_left_child_idx(_UpperCAmelCase   )  # noqa: E741
             SCREAMING_SNAKE_CASE__  :					Optional[int]						=self.get_right_child_idx(_UpperCAmelCase   )

             SCREAMING_SNAKE_CASE__  :					Tuple						=idx
             if l < len(_UpperCAmelCase   ) and array[l] < array[idx]:
                   SCREAMING_SNAKE_CASE__  :					List[str]						=l
             if r < len(_UpperCAmelCase   ) and array[r] < array[smallest]:
                   SCREAMING_SNAKE_CASE__  :					Optional[int]						=r

             if smallest != idx:
                   SCREAMING_SNAKE_CASE__  :					int						=array[smallest], array[idx]
                   (
                       SCREAMING_SNAKE_CASE__   
                   )  :					Dict						=(
                       self.idx_of_element[array[smallest]],
                       self.idx_of_element[array[idx]],
                   )
                   SCREAMING_SNAKE_CASE__  :					Optional[int]						=smallest
             else:
                   break




 def   __magic_name__						(   self						:				Union[str, Any]       ,   __lowercase						:				List[str]   )						->    int:
       SCREAMING_SNAKE_CASE__  :					str						=self.get_parent_idx(_UpperCAmelCase   )
       while p >= 0 and self.heap[p] > self.heap[idx]:
             SCREAMING_SNAKE_CASE__  :					List[Any]						=self.heap[idx], self.heap[p]
             SCREAMING_SNAKE_CASE__  :					Optional[Any]						=(
                 self.idx_of_element[self.heap[idx]],
                 self.idx_of_element[self.heap[p]],
             )
             SCREAMING_SNAKE_CASE__  :					Tuple						=p
             SCREAMING_SNAKE_CASE__  :					int						=self.get_parent_idx(_UpperCAmelCase   )




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




 def   __magic_name__						(   self						:				Any   )						->    Any:
       SCREAMING_SNAKE_CASE__  :					int						=self.heap[-1], self.heap[0]
       SCREAMING_SNAKE_CASE__  :					str						=(
           self.idx_of_element[self.heap[-1]],
           self.idx_of_element[self.heap[0]],
       )

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




 def   __magic_name__						(   self						:				str       ,   __lowercase						:				Optional[int]   )						->    str:
       self.heap.append(_UpperCAmelCase   )
       SCREAMING_SNAKE_CASE__  :					Dict						=len(self.heap   ) - 1
       SCREAMING_SNAKE_CASE__  :					Tuple						=node.val
       self.sift_up(len(self.heap   ) - 1   )




 def   __magic_name__						(   self						:				int   )						->    List[str]:
       return len(self.heap   ) == 0




 def   __magic_name__						(   self						:				int       ,   __lowercase						:				str       ,   __lowercase						:				Tuple   )						->    Dict:
       assert (
           self.heap[self.idx_of_element[node]].val > new_value
       ), "newValue must be less that current value"
       SCREAMING_SNAKE_CASE__  :					Any						=new_value
       SCREAMING_SNAKE_CASE__  :					Dict						=new_value
       self.sift_up(self.idx_of_element[node]   )


a_											=			Node('R', -1)
a_											=			Node('B', 6)
a_											=			Node('A', 3)
a_											=			Node('X', 1)
a_											=			Node('E', 4)

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

# Generating Min-Heap from array
a_											=			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, -1_7)

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

if __name__ == "__main__":
  import doctest

  doctest.testmod()




'''simple docstring'''

import warnings

from ...utils import logging
from .image_processing_deit import DeiTImageProcessor


__lowerCAmelCase		     =  logging.get_logger(__name__)

class       __magic_name__		(       _UpperCamelCase  ):







							def __init__(				self   :			Tuple      ,*_UpperCAmelCase   :			str      ,**_UpperCAmelCase   :			int						):
									warnings.warn(
									    'The class DeiTFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please'
									    ' use DeiTImageProcessor instead.'      ,_UpperCAmelCase      ,)
									super().__init__(*_UpperCAmelCase      ,**_UpperCAmelCase						)




