
'''simple docstring'''







class 			lowerCAmelCase :




		def __init__(				self					,						UpperCamelCase					,						UpperCamelCase      ):
								_SCREAMING_SNAKE_CASE				= name
								_SCREAMING_SNAKE_CASE				= val




		def __str__(				self      ):
								return F'{self.__class__.__name__}({self.name}, {self.val})'




		def __lt__(				self					,						UpperCamelCase      ):
								return self.val < other.val


class 			lowerCAmelCase :




		def __init__(				self					,						UpperCamelCase      ):
								_SCREAMING_SNAKE_CASE				= {}
								_SCREAMING_SNAKE_CASE				= {}
								_SCREAMING_SNAKE_CASE				= self.build_heap(UpperCamelCase      )




		def __getitem__(				self					,						UpperCamelCase      ):
								return self.get_value(UpperCamelCase      )




		def     lowercase       (				self					,						UpperCamelCase      ):
								return (idx - 1) // 2




		def     lowercase       (				self					,						UpperCamelCase      ):
								return idx * 2 + 1




		def     lowercase       (				self					,						UpperCamelCase      ):
								return idx * 2 + 2




		def     lowercase       (				self					,						UpperCamelCase      ):
								return self.heap_dict[key]




		def     lowercase       (				self					,						UpperCamelCase      ):
								_SCREAMING_SNAKE_CASE				= len(UpperCamelCase      ) - 1
								_SCREAMING_SNAKE_CASE				= self.get_parent_idx(UpperCamelCase      )

								for idx, i in enumerate(UpperCamelCase      ):
														_SCREAMING_SNAKE_CASE				= idx
														_SCREAMING_SNAKE_CASE				= i.val

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




		def     lowercase       (				self					,						UpperCamelCase					,						UpperCamelCase      ):
								while True:
														_SCREAMING_SNAKE_CASE				= self.get_left_child_idx(UpperCamelCase      )  # noqa: E741
														_SCREAMING_SNAKE_CASE				= self.get_right_child_idx(UpperCamelCase      )

														_SCREAMING_SNAKE_CASE				= idx
														if l < len(UpperCamelCase      ) and array[l] < array[idx]:
																				_SCREAMING_SNAKE_CASE				= l
														if r < len(UpperCamelCase      ) and array[r] < array[smallest]:
																				_SCREAMING_SNAKE_CASE				= r

														if smallest != idx:
																				_SCREAMING_SNAKE_CASE,							_SCREAMING_SNAKE_CASE				= array[smallest], array[idx]
																				(
																				    (
																				    _SCREAMING_SNAKE_CASE
																				),							(
																				    _SCREAMING_SNAKE_CASE
																				),							
																				)				= (
																				    self.idx_of_element[array[smallest]],
																				    self.idx_of_element[array[idx]],
																				)
																				_SCREAMING_SNAKE_CASE				= smallest
														else:
																				break




		def     lowercase       (				self					,						UpperCamelCase      ):
								_SCREAMING_SNAKE_CASE				= self.get_parent_idx(UpperCamelCase      )
								while p >= 0 and self.heap[p] > self.heap[idx]:
														_SCREAMING_SNAKE_CASE,							_SCREAMING_SNAKE_CASE				= self.heap[idx], self.heap[p]
														_SCREAMING_SNAKE_CASE,							_SCREAMING_SNAKE_CASE				= (
														    self.idx_of_element[self.heap[idx]],
														    self.idx_of_element[self.heap[p]],
														)
														_SCREAMING_SNAKE_CASE				= p
														_SCREAMING_SNAKE_CASE				= self.get_parent_idx(UpperCamelCase      )




		def     lowercase       (				self      ):
								return self.heap[0]




		def     lowercase       (				self      ):
								_SCREAMING_SNAKE_CASE,							_SCREAMING_SNAKE_CASE				= self.heap[-1], self.heap[0]
								_SCREAMING_SNAKE_CASE,							_SCREAMING_SNAKE_CASE				= (
								    self.idx_of_element[self.heap[-1]],
								    self.idx_of_element[self.heap[0]],
								)

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




		def     lowercase       (				self					,						UpperCamelCase      ):
								self.heap.append(UpperCamelCase      )
								_SCREAMING_SNAKE_CASE				= len(self.heap      ) - 1
								_SCREAMING_SNAKE_CASE				= node.val
								self.sift_up(len(self.heap      ) - 1      )




		def     lowercase       (				self      ):
								return len(self.heap      ) == 0




		def     lowercase       (				self					,						UpperCamelCase					,						UpperCamelCase      ):
								assert (
								    self.heap[self.idx_of_element[node]].val > new_value
								), "newValue must be less that current value"
								_SCREAMING_SNAKE_CASE				= new_value
								_SCREAMING_SNAKE_CASE				= new_value
								self.sift_up(self.idx_of_element[node]      )
_snake_case				:   Dict     =				Node("""R""", -1)
_snake_case				:   Tuple     =				Node("""B""", 6)
_snake_case				:   Optional[int]     =				Node("""A""", 3)
_snake_case				:   str     =				Node("""X""", 1)
_snake_case				:   Optional[Any]     =				Node("""E""", 4)

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

# Generating Min-Heap from array
_snake_case				:   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()

'''simple docstring'''







import warnings

from ...utils import logging
from .image_processing_dpt import DPTImageProcessor


_snake_case				:   List[Any]     =				logging.get_logger(__name__)


class 			lowerCAmelCase (				__UpperCAmelCase			):




		def __init__(				self					,						*UpperCamelCase					,						**UpperCamelCase      ):
								warnings.warn(
								    "The class DPTFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"
								    " use DPTImageProcessor instead."					,						UpperCamelCase					,						)
								super().__init__(*UpperCamelCase					,						**UpperCamelCase      )