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    input
    Python
    C++
    Java
    ⌘ ⌃
    AI
    AI Response

    Here's a solution for Range Sum Query using Segment Tree:

    Approach:

    • Build a binary tree where each node stores sum of its range

    • Leaf nodes represent individual array elements

    • Internal nodes store sum of their children's ranges

    Time: O(log n) query/update | Space: O(n)

    class SegmentTree:
        def __init__(self, arr):
            self.n = len(arr)
            self.tree = [0] * (4 * self.n)
            self.build(arr, 1, 0, self.n - 1)
        
        def build(self, arr, node, start, end):
            if start == end:
                self.tree[node] = arr[start]
            else:
                mid = (start + end) // 2
                self.build(arr, 2*node, start, mid)
                self.build(arr, 2*node+1, mid+1, end)
                self.tree[node] = self.tree[2*node] + self.tree[2*node+1]

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