






from collections.abc import Sequence
from queue import Queue


class 					_snake_case						:






	def __init__(		self					,UpperCamelCase					,UpperCamelCase					,UpperCamelCase					,UpperCamelCase=None					,UpperCamelCase=None       )						->    Tuple:
					snake_case__      :Any         =   start
					snake_case__      :int         =   end
					snake_case__      :str         =   val
					snake_case__      :Union[str, Any]         =   (start + end) // 2
					snake_case__      :List[Any]         =   left
					snake_case__      :int         =   right






	def __repr__(		self       )						->    int:
					return f'SegmentTreeNode(start={self.start}, end={self.end}, val={self.val})'




class 					_snake_case						:






	def __init__(		self					,UpperCamelCase					,UpperCamelCase       )						->    Optional[int]:
					snake_case__      :List[Any]         =   collection
					snake_case__      :str         =   function
					if self.collection:
									snake_case__      :Any         =   self._build_tree(0					,len(UpperCamelCase       ) - 1       )






	def    lowerCAmelCase_							(		self					,UpperCamelCase					,UpperCamelCase       )						->    List[str]:
					self._update_tree(self.root					,UpperCamelCase					,UpperCamelCase       )






	def    lowerCAmelCase_							(		self					,UpperCamelCase					,UpperCamelCase       )						->    Optional[int]:
					return self._query_range(self.root					,UpperCamelCase					,UpperCamelCase       )






	def    lowerCAmelCase_							(		self					,UpperCamelCase					,UpperCamelCase       )						->    int:
					if start == end:
									return SegmentTreeNode(UpperCamelCase					,UpperCamelCase					,self.collection[start]       )
					snake_case__      :List[Any]         =   (start + end) // 2
					snake_case__      :Dict         =   self._build_tree(UpperCamelCase					,UpperCamelCase       )
					snake_case__      :str         =   self._build_tree(mid + 1					,UpperCamelCase       )
					return SegmentTreeNode(UpperCamelCase					,UpperCamelCase					,self.fn(left.val					,right.val       )					,UpperCamelCase					,UpperCamelCase       )






	def    lowerCAmelCase_							(		self					,UpperCamelCase					,UpperCamelCase					,UpperCamelCase       )						->    Union[str, Any]:
					if node.start == i and node.end == i:
									snake_case__      :Optional[Any]         =   val
									return
					if i <= node.mid:
									self._update_tree(node.left					,UpperCamelCase					,UpperCamelCase       )
					else:
									self._update_tree(node.right					,UpperCamelCase					,UpperCamelCase       )
					snake_case__      :Tuple         =   self.fn(node.left.val					,node.right.val       )






	def    lowerCAmelCase_							(		self					,UpperCamelCase					,UpperCamelCase					,UpperCamelCase       )						->    Union[str, Any]:
					if node.start == i and node.end == j:
									return node.val

					if i <= node.mid:
									if j <= node.mid:
													# range in left child tree
													return self._query_range(node.left					,UpperCamelCase					,UpperCamelCase       )
									else:
													# range in left child tree and right child tree
													return self.fn(
													    self._query_range(node.left					,UpperCamelCase					,node.mid       )					,self._query_range(node.right					,node.mid + 1					,UpperCamelCase       )					,)
					else:
									# range in right child tree
									return self._query_range(node.right					,UpperCamelCase					,UpperCamelCase       )






	def    lowerCAmelCase_							(		self       )						->    Optional[Any]:
					if self.root is not None:
									snake_case__      :Optional[int]         =   Queue()
									queue.put(self.root       )
									while not queue.empty():
													snake_case__      :Tuple         =   queue.get()
													yield node

													if node.left is not None:
																	queue.put(node.left       )

													if node.right is not None:
																	queue.put(node.right       )


if __name__ == "__main__":
	import operator

	for fn in [operator.add, max, min]:
		print("*" * 5_0)
		__UpperCAmelCase							:   Dict							=  SegmentTree([2, 1, 5, 3, 4], fn)
		for node in arr.traverse():
			print(node)
		print()

		arr.update(1, 5)
		for node in arr.traverse():
			print(node)
		print()

		print(arr.query_range(3, 4))  # 7
		print(arr.query_range(2, 2))  # 5
		print(arr.query_range(1, 3))  # 13
		print()







from ...utils import (
    OptionalDependencyNotAvailable,
    is_flax_available,
    is_torch_available,
    is_transformers_available,
)


try:
	if not (is_transformers_available() and is_torch_available()):
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	from ...utils.dummy_torch_and_transformers_objects import *  # noqa F403
else:
	from .multicontrolnet import MultiControlNetModel
	from .pipeline_controlnet import StableDiffusionControlNetPipeline
	from .pipeline_controlnet_imgaimg import StableDiffusionControlNetImgaImgPipeline
	from .pipeline_controlnet_inpaint import StableDiffusionControlNetInpaintPipeline


if is_transformers_available() and is_flax_available():
	from .pipeline_flax_controlnet import FlaxStableDiffusionControlNetPipeline