






class   UpperCamelCase			:







		"""simple docstring"""



		def __init__(	self		:							Optional[Any]		)     -> List[str]:


						'''simple docstring'''
						A									=   [0]
						A									=   0
		def    A(	self		:							Optional[Any]    ,_SCREAMING_SNAKE_CASE		:							int		)     -> None:


						'''simple docstring'''
						A									=   self.__heap[i]
						while i // 2 > 0:
										if self.__heap[i] > self.__heap[i // 2]:
														A									=   self.__heap[i // 2]
														A									=   temporary
										i //= 2
		def    A(	self		:							Optional[Any]    ,_SCREAMING_SNAKE_CASE		:							int		)     -> None:


						'''simple docstring'''
						self.__heap.append(_SCREAMING_SNAKE_CASE		)
						self.__size += 1
						self.__swap_up(self.__size		)
		def    A(	self		:							Dict    ,_SCREAMING_SNAKE_CASE		:							int		)     -> None:


						'''simple docstring'''
						while self.__size >= 2 * i:
										if 2 * i + 1 > self.__size:
														A									=   2 * i
										else:
														if self.__heap[2 * i] > self.__heap[2 * i + 1]:
																		A									=   2 * i
														else:
																		A									=   2 * i + 1
										A									=   self.__heap[i]
										if self.__heap[i] < self.__heap[bigger_child]:
														A									=   self.__heap[bigger_child]
														A									=   temporary
										A									=   bigger_child
		def    A(	self		:							Tuple		)     -> int:


						'''simple docstring'''
						A									=   self.__heap[1]
						A									=   self.__heap[self.__size]
						self.__size -= 1
						self.__heap.pop()
						self.__swap_down(1		)
						return max_value
		@property
		def    A(	self		:							Tuple		)     -> Optional[int]:


						'''simple docstring'''
						return self.__heap[1:]







		def __len__(	self		:							Optional[Any]		)     -> List[str]:


						'''simple docstring'''
						return self.__size


if __name__ == "__main__":
					import doctest

					doctest.testmod()
					# create an instance of BinaryHeap
					lowerCAmelCase_     =			BinaryHeap()
					binary_heap.insert(6)
					binary_heap.insert(10)
					binary_heap.insert(15)
					binary_heap.insert(12)
					# pop root(max-values because it is max heap)
					print(binary_heap.pop())  # 15
					print(binary_heap.pop())  # 12
					# get the list and size after operations
					print(binary_heap.get_list)
					print(len(binary_heap))













import numpy as np







def   snake_case		(				UpperCAmelCase						:							Any ):
				A									=   np.exp(UpperCAmelCase )

				# Add up the all the exponentials
				A									=   np.sum(UpperCAmelCase )

				# Divide every exponent by the sum of all exponents
				A									=   exponent_vector / sum_of_exponents

				return softmax_vector


if __name__ == "__main__":
					print(softmax((0,)))





