





from collections.abc import Sequence
from queue import Queue




class        SCREAMING_SNAKE_CASE__					:



 def __init__(				self,__lowerCamelCase,__lowerCamelCase,__lowerCamelCase,__lowerCamelCase=None,__lowerCamelCase=None					):
        A__		   =		start
        A__		   =		end
        A__		   =		val
        A__		   =		(start + end) // 2
        A__		   =		left
        A__		   =		right




 def __repr__(				self					):
        return f"SegmentTreeNode(start={self.start}, end={self.end}, val={self.val})"




class        SCREAMING_SNAKE_CASE__					:



 def __init__(				self,__lowerCamelCase,__lowerCamelCase					):
        A__		   =		collection
        A__		   =		function
        if self.collection:
               A__		   =		self._build_tree(0,len(__lowerCamelCase					) - 1					)



 def 							UpperCamelCase     (				self,__lowerCamelCase,__lowerCamelCase					):
        self._update_tree(self.root,__lowerCamelCase,__lowerCamelCase					)



 def 							UpperCamelCase     (				self,__lowerCamelCase,__lowerCamelCase					):
        return self._query_range(self.root,__lowerCamelCase,__lowerCamelCase					)



 def 							UpperCamelCase     (				self,__lowerCamelCase,__lowerCamelCase					):
        if start == end:
               return SegmentTreeNode(__lowerCamelCase,__lowerCamelCase,self.collection[start]					)
        A__		   =		(start + end) // 2
        A__		   =		self._build_tree(__lowerCamelCase,__lowerCamelCase					)
        A__		   =		self._build_tree(mid + 1,__lowerCamelCase					)
        return SegmentTreeNode(__lowerCamelCase,__lowerCamelCase,self.fn(left.val,right.val					),__lowerCamelCase,__lowerCamelCase					)



 def 							UpperCamelCase     (				self,__lowerCamelCase,__lowerCamelCase,__lowerCamelCase					):
        if node.start == i and node.end == i:
               A__		   =		val
               return
        if i <= node.mid:
               self._update_tree(node.left,__lowerCamelCase,__lowerCamelCase					)
        else:
               self._update_tree(node.right,__lowerCamelCase,__lowerCamelCase					)
        A__		   =		self.fn(node.left.val,node.right.val					)



 def 							UpperCamelCase     (				self,__lowerCamelCase,__lowerCamelCase,__lowerCamelCase					):
        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,__lowerCamelCase,__lowerCamelCase					)
               else:
                      # range in left child tree and right child tree
                      return self.fn(
                          self._query_range(node.left,__lowerCamelCase,node.mid					),self._query_range(node.right,node.mid + 1,__lowerCamelCase					),)
        else:
               # range in right child tree
               return self._query_range(node.right,__lowerCamelCase,__lowerCamelCase					)




 def 							UpperCamelCase     (				self					):
        if self.root is not None:
               A__		   =		Queue()
               queue.put(self.root					)
               while not queue.empty():
                      A__		   =		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('*' * 50)
              a__: 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()












import warnings

from diffusers import StableDiffusionInpaintPipeline as StableDiffusionInpaintPipeline  # noqa F401


warnings.warn(
    'The `inpainting.py` script is outdated. Please use directly `from diffusers import'
    ' StableDiffusionInpaintPipeline` instead.'
)





