



from __future__ import annotations

__UpperCAmelCase						  =     [2, 1, 4, 5, 6, 0, 8, 9, 1, 2, 0, 6, 4, 2, 0, 6, 5, 3, 2, 7]


class 	lowerCamelCase__ :


						def __init__( self						:  Dict      ,       _a						:  int			):
													a__:       int											=-1
													a__:       int											=-1
													a__:       list[int]											=[-1] * length
													a__:       Node | None											=None
													a__:       Node | None											=None







						def __repr__( self						:  List[Any]			):
													return F"Node(min_value={self.minn} max_value={self.maxx})"





def 						__lowerCamelCase       (      __magic_name__	:  list[int]						):
							a__:       List[str]											=Node(len(__magic_name__						)						)
							a__							,			a__:       Union[str, Any]											=min(__magic_name__						), max(__magic_name__						)
							# Leaf node case where the node contains only one unique value
							if root.minn == root.maxx:
														return root
							a__:       Dict											=(root.minn + root.maxx) // 2

							a__:       list[int]											=[]
							a__:       list[int]											=[]

							for index, num in enumerate(__magic_name__						):
														if num <= pivot:
																					left_arr.append(__magic_name__						)
														else:
																					right_arr.append(__magic_name__						)
														a__:       Union[str, Any]											=len(__magic_name__						)
							a__:       Union[str, Any]											=build_tree(__magic_name__						)
							a__:       Union[str, Any]											=build_tree(__magic_name__						)
							return root





def 						__lowerCamelCase       (      __magic_name__	:  Node | None     , __magic_name__	:  int     , __magic_name__	:  int						):
							if index < 0 or node is None:
														return 0
							# Leaf node cases
							if node.minn == node.maxx:
														return index + 1 if node.minn == num else 0
							a__:       Optional[int]											=(node.minn + node.maxx) // 2
							if num <= pivot:
														# go the left subtree and map index to the left subtree
														return rank_till_index(node.left     , __magic_name__     , node.map_left[index] - 1						)
							else:
														# go to the right subtree and map index to the right subtree
														return rank_till_index(node.right     , __magic_name__     , index - node.map_left[index]						)





def 						__lowerCamelCase       (      __magic_name__	:  Node | None     , __magic_name__	:  int     , __magic_name__	:  int     , __magic_name__	:  int						):
							if start > end:
														return 0
							a__:       str											=rank_till_index(__magic_name__     , __magic_name__     , __magic_name__						)
							a__:       str											=rank_till_index(__magic_name__     , __magic_name__     , start - 1						)
							return rank_till_end - rank_before_start





def 						__lowerCamelCase       (      __magic_name__	:  Node | None     , __magic_name__	:  int     , __magic_name__	:  int     , __magic_name__	:  int						):
							if index > (end - start) or start > end or node is None:
														return -1
							# Leaf node case
							if node.minn == node.maxx:
														return node.minn
							# Number of elements in the left subtree in interval [start, end]
							a__:       List[str]											=node.map_left[end] - (
							    node.map_left[start - 1] if start else 0
							)
							if num_elements_in_left_tree > index:
														return quantile(
														    node.left     , __magic_name__     , (node.map_left[start - 1] if start else 0)     , node.map_left[end] - 1     , )
							else:
														return quantile(
														    node.right     , index - num_elements_in_left_tree     , start - (node.map_left[start - 1] if start else 0)     , end - node.map_left[end]     , )





def 						__lowerCamelCase       (      __magic_name__	:  Node | None     , __magic_name__	:  int     , __magic_name__	:  int     , __magic_name__	:  int     , __magic_name__	:  int						):
							if (
							    start > end
							    or node is None
							    or start_num > end_num
							    or node.minn > end_num
							    or node.maxx < start_num
							):
														return 0
							if start_num <= node.minn and node.maxx <= end_num:
														return end - start + 1
							a__:       Tuple											=range_counting(
							    node.left     , (node.map_left[start - 1] if start else 0)     , node.map_left[end] - 1     , __magic_name__     , __magic_name__     , )
							a__:       str											=range_counting(
							    node.right     , start - (node.map_left[start - 1] if start else 0)     , end - node.map_left[end]     , __magic_name__     , __magic_name__     , )
							return left + right


if __name__ == "__main__":
		import doctest

		doctest.testmod()










from ...utils import is_transformers_available
from .pipeline_latent_diffusion_superresolution import LDMSuperResolutionPipeline


if is_transformers_available():
		from .pipeline_latent_diffusion import LDMBertModel, LDMTextToImagePipeline





