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Sum of Descendant Nodes Below Target in Binary Search Tree

Given a Binary Search Tree with unique node values and a target value. You have to find the node whose data is equal to the target and return the sum of all descendant (of target) node’s data which are vertically below the target node. Initially, you are at the root node.

Note: If the target node is not present in bst then return -1.

Examples:

Input:

Target = 35
Output: 32
Explanation: Vertically below 35 is 32.

Input:

Target = 25
Output: 52
Explanation: Vertically below 25 is 22, 30 and their sum is 52.

Approach: To solve the problem follow the below idea:

Idea is to use the property of the binary search tree. Check if the target value is present or not. If it is present return the sum of all descendant node’s data which are vertically below the target node else return -1.

Step-by-step approach:

  • Implement a function to traverse down the BST and calculate the sum based on the given direction:
    • If the direction is 0, add the node’s data to the result.
    • Recursively traverse the left and right child nodes with updated directions (left: direction – 1, right: direction + 1).
  • Implement a function to find the target node and calculate the sum vertically down from it:
    • Start from the root and traverse the tree to find the target node by comparing data values.
    • When the target node is found, set it as the target_node and calculate the sum vertically down from that node.

Below is the implementation of the above approach:

C++

// C++ code for the above approach:
#include <iostream>
using namespace std;
 
// Define the structure of a
// Binary Search Tree (BST) Node
struct Node {
    int data;
    Node* left;
    Node* right;
 
    Node(int val)
        : data(val)
        , left(nullptr)
        , right(nullptr)
    {
    }
};
 
// Variable to store the result
long long int res;
// Variable to store the target node
Node* target_node;
 
// Function to traverse down the BST and
// calculate the sum based on the given direction
void down(Node* node, int direction)
{
    if (node) {
 
        // Add the node's data to the result
        // based on the direction
        if (direction == 0)
            res += node->data;
 
        // Traverse left and right child
        // nodes recursively
        down(node->left, direction - 1);
        down(node->right, direction + 1);
    }
}
 
// Function to find the target node and
// calculate the sum vertically down from it
void find(Node* node, int target)
{
    // Check if the target node is null
    if (target_node == NULL) {
        if (node) {
 
            // If the node's data is greater than
            // the target, traverse left
            if (node->data > target)
                find(node->left, target);
            // If the node's data is smaller
            // than the target, traverse right
            else if (node->data < target)
                find(node->right, target);
            // If the node's data is equal to
            // the target, set target_node and
            // calculate the sum vertically down
            else {
                target_node = node;
                down(node, 0);
            }
        }
    }
}
 
// Function to calculate the sum vertically
// down starting from the target node
long long int verticallyDownBST(Node* root, int target)
{
 
    // Initialize the result as -target and
    // target_node as null
    res = -target;
    target_node = NULL;
 
    // Find the target node and
    // calculate the sum
    find(root, target);
 
    // If the sum is still -target, return -1
    // as there is no valid target node
    if (res == -target)
        return -1;
 
    // Return the final sum
    return res;
}
 
// Driver Code
int main()
{
 
    // Build a BST
    Node* root = new Node(25);
    root->left = new Node(20);
    root->right = new Node(35);
    root->left->left = new Node(15);
    root->left->right = new Node(22);
    root->right->left = new Node(30);
    root->right->right = new Node(45);
    root->right->right = new Node(45);
    root->right->left->right = new Node(32);
 
    // Define the target node value
    int target = 35;
 
    // Calculate the sum vertically down from
    // the target node
    long long int result = verticallyDownBST(root, target);
 
    // Output the result
    if (result != -1)
        cout << "Largest Sum Vertically Down from Target ("
             << target << "): " << result << endl;
    else
        cout << "No valid target node found." << endl;
 
    return 0;
}

Java

// Java code for the above approach
public class VerticalSumBST {
 
    // Define the structure of a
    // Binary Search Tree (BST) Node
    static class Node {
        int data;
        Node left;
        Node right;
 
        Node(int val)
        {
            data = val;
            left = null;
            right = null;
        }
    }
 
    // Variable to store the result
    static long res;
    // Variable to store the target node
    static Node targetNode;
 
    // Function to traverse down the BST and
    // calculate the sum based on the given direction
    static void down(Node node, int direction)
    {
        if (node != null) {
 
            // Add the node's data to the result
            // based on the direction
            if (direction == 0)
                res += node.data;
 
            // Traverse left and right child
            // nodes recursively
            down(node.left, direction - 1);
            down(node.right, direction + 1);
        }
    }
 
    // Function to find the target node and
    // calculate the sum vertically down from it
    static void find(Node node, int target)
    {
        // Check if the target node is null
        if (targetNode == null) {
            if (node != null) {
 
                // If the node's data is greater than
                // the target, traverse left
                if (node.data > target)
                    find(node.left, target);
                // If the node's data is smaller
                // than the target, traverse right
                else if (node.data < target)
                    find(node.right, target);
                // If the node's data is equal to
                // the target, set targetNode and
                // calculate the sum vertically down
                else {
                    targetNode = node;
                    down(node, 0);
                }
            }
        }
    }
 
    // Function to calculate the sum vertically
    // down starting from the target node
    static long verticallyDownBST(Node root, int target)
    {
 
        // Initialize the result as -target and
        // targetNode as null
        res = -target;
        targetNode = null;
 
        // Find the target node and
        // calculate the sum
        find(root, target);
 
        // If the sum is still -target, return -1
        // as there is no valid target node
        if (res == -target)
            return -1;
 
        // Return the final sum
        return res;
    }
 
    // Driver Code
    public static void main(String[] args)
    {
 
        // Build a BST
        Node root = new Node(25);
        root.left = new Node(20);
        root.right = new Node(35);
        root.left.left = new Node(15);
        root.left.right = new Node(22);
        root.right.left = new Node(30);
        root.right.right = new Node(45);
        root.right.right = new Node(45);
        root.right.left.right = new Node(32);
 
        // Define the target node value
        int target = 35;
 
        // Calculate the sum vertically down from
        // the target node
        long result = verticallyDownBST(root, target);
 
        // Output the result
        if (result != -1)
            System.out.println(
                "Largest Sum Vertically Down from Target ("
                + target + "): " + result);
        else
            System.out.println(
                "No valid target node found.");
    }
}

Python3

# Define the structure of a Binary Search Tree (BST) Node
class Node:
    def __init__(self, val):
        self.data = val
        self.left = None
        self.right = None
 
# Variable to store the result
res = 0
# Variable to store the target node
target_node = None
 
# Function to traverse down the BST and calculate the sum based on the given direction
def down(node, direction):
    global res
    if node:
        # Add the node's data to the result based on the direction
        if direction == 0:
            res += node.data
 
        # Traverse left and right child nodes recursively
        down(node.left, direction - 1)
        down(node.right, direction + 1)
 
# Function to find the target node and calculate the sum vertically down from it
def find(node, target):
    global target_node
    # Check if the target node is null
    if target_node is None:
        if node:
            # If the node's data is greater than the target, traverse left
            if node.data > target:
                find(node.left, target)
            # If the node's data is smaller than the target, traverse right
            elif node.data < target:
                find(node.right, target)
            # If the node's data is equal to the target, set target_node and
            # calculate the sum vertically down
            else:
                target_node = node
                down(node, 0)
 
# Function to calculate the sum vertically down starting from the target node
def vertically_down_bst(root, target):
    global res, target_node
    # Initialize the result as -target and target_node as null
    res = -target
    target_node = None
 
    # Find the target node and calculate the sum
    find(root, target)
 
    # If the sum is still -target, return -1 as there is no valid target node
    if res == -target:
        return -1
 
    # Return the final sum
    return res
 
# Driver Code
if __name__ == "__main__":
    # Build a BST
    root = Node(25)
    root.left = Node(20)
    root.right = Node(35)
    root.left.left = Node(15)
    root.left.right = Node(22)
    root.right.left = Node(30)
    root.right.right = Node(45)
    root.right.left.right = Node(32)
 
    # Define the target node value
    target = 35
 
    # Calculate the sum vertically down from the target node
    result = vertically_down_bst(root, target)
 
    # Output the result
    if result != -1:
        print(f"Largest Sum Vertically Down from Target ({target}): {result}")
    else:
        print("No valid target node found.")

C#

using System;
 
public class VerticalSumBST
{
    // Define the structure of a Binary Search Tree (BST) Node
    public class Node
    {
        public int data;
        public Node left;
        public Node right;
 
        public Node(int val)
        {
            data = val;
            left = null;
            right = null;
        }
    }
 
    // Variable to store the result
    private static long res;
 
    // Variable to store the target node
    private static Node targetNode;
 
    // Function to traverse down the BST and
    // calculate the sum based on the given direction
    private static void Down(Node node, int direction)
    {
        if (node != null)
        {
            // Add the node's data to the result
            // based on the direction
            if (direction == 0)
                res += node.data;
 
            // Traverse left and right child
            // nodes recursively
            Down(node.left, direction - 1);
            Down(node.right, direction + 1);
        }
    }
 
    // Function to find the target node and
    // calculate the sum vertically down from it
    private static void Find(Node node, int target)
    {
        // Check if the target node is null
        if (targetNode == null)
        {
            if (node != null)
            {
                // If the node's data is greater than
                // the target, traverse left
                if (node.data > target)
                    Find(node.left, target);
                // If the node's data is smaller
                // than the target, traverse right
                else if (node.data < target)
                    Find(node.right, target);
                // If the node's data is equal to
                // the target, set targetNode and
                // calculate the sum vertically down
                else
                {
                    targetNode = node;
                    Down(node, 0);
                }
            }
        }
    }
 
    // Function to calculate the sum vertically
    // down starting from the target node
    private static long VerticallyDownBST(Node root, int target)
    {
        // Initialize the result as -target and
        // targetNode as null
        res = -target;
        targetNode = null;
 
        // Find the target node and
        // calculate the sum
        Find(root, target);
 
        // If the sum is still -target, return -1
        // as there is no valid target node
        if (res == -target)
            return -1;
 
        // Return the final sum
        return res;
    }
 
    // Driver Code
    public static void Main()
    {
        // Build a BST
        Node root = new Node(25);
        root.left = new Node(20);
        root.right = new Node(35);
        root.left.left = new Node(15);
        root.left.right = new Node(22);
        root.right.left = new Node(30);
        root.right.right = new Node(45);
        root.right.right = new Node(45);
        root.right.left.right = new Node(32);
 
        // Define the target node value
        int target = 35;
 
        // Calculate the sum vertically down from
        // the target node
        long result = VerticallyDownBST(root, target);
 
        // Output the result
        if (result != -1)
            Console.WriteLine("Largest Sum Vertically Down from Target (" + target + "): " + result);
        else
            Console.WriteLine("No valid target node found.");
    }
}

Javascript

// Define the structure of a Binary Search Tree (BST) Node
class Node {
    constructor(val) {
        this.data = val;
        this.left = null;
        this.right = null;
    }
}
 
// Variable to store the result
let res = 0;
// Variable to store the target node
let target_node = null;
 
// Function to traverse down the BST and calculate the sum based on the given direction
function down(node, direction) {
    if (node) {
        // Add the node's data to the result based on the direction
        if (direction === 0) {
            res += node.data;
        }
 
        // Traverse left and right child nodes recursively
        down(node.left, direction - 1);
        down(node.right, direction + 1);
    }
}
 
// Function to find the target node and calculate the sum vertically down from it
function find(node, target) {
    // Check if the target node is null
    if (target_node === null) {
        if (node) {
            // If the node's data is greater than the target, traverse left
            if (node.data > target) {
                find(node.left, target);
            }
            // If the node's data is smaller than the target, traverse right
            else if (node.data < target) {
                find(node.right, target);
            }
            // If the node's data is equal to the target, set target_node and
            // calculate the sum vertically down
            else {
                target_node = node;
                down(node, 0);
            }
        }
    }
}
 
// Function to calculate the sum vertically down starting from the target node
function verticallyDownBST(root, target) {
    // Initialize the result as -target and target_node as null
    res = -target;
    target_node = null;
 
    // Find the target node and calculate the sum
    find(root, target);
 
    // If the sum is still -target, return -1 as there is no valid target node
    if (res === -target) {
        return -1;
    }
 
    // Return the final sum
    return res;
}
 
// Driver Code
// Build a BST
let root = new Node(25);
root.left = new Node(20);
root.right = new Node(35);
root.left.left = new Node(15);
root.left.right = new Node(22);
root.right.left = new Node(30);
root.right.right = new Node(45);
root.right.left.right = new Node(32);
 
// Define the target node value
let target = 35;
 
// Calculate the sum vertically down from the target node
let result = verticallyDownBST(root, target);
 
// Output the result
if (result !== -1) {
    console.log(`Largest Sum Vertically Down from Target (${target}): ${result}`);
} else {
    console.log("No valid target node found.");
}

Output

Largest Sum Vertically Down from Target (35): 32

Time complexity: O(h), where ‘h’ is the height of the tree. In a balanced BST, it is O(log n), while in the worst case (skewed tree), it can be O(n).
Auxiliary space: O(h), 




Reffered: https://www.geeksforgeeks.org

Binary Search Tree

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Category:
 Coding
Sub Category:
 Tutorial
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