How to Solve Count Valid Paths in a Tree Leetcode Problem - Interview Coder Guide
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How to Solve Count Valid Paths in a Tree Problem

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Hard#3112
LeetCode Problem

Count Valid Paths in a Tree

There is an undirected tree with n nodes labeled from 1 to n. You are given the integer n and a 2D integer array edges of length n - 1, where edges[i] = [ui, vi] indicates that there is an edge betwee...

MathDynamic ProgrammingTree+2 more

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Problem Breakdown

Understanding the Count Valid Paths in a Tree Problem

Let's break down this LeetCode problem and understand what makes it challenging in interview settings.

Problem Statement

There is an undirected tree with n nodes labeled from 1 to n. You are given the integer n and a 2D integer array edges of length n - 1, where edges[i] = [ui, vi] indicates that there is an edge between nodes ui and vi in the tree. Return the number of valid paths in the tree. A path (a, b) is valid if there exists exactly one prime number among the node labels in the path from a to b. Note that: The path (a, b) is a sequence of distinct nodes starting with node a and ending with node b such that every two adjacent nodes in the sequence share an edge in the tree. Path (a, b) and path (b, a) are considered the same and counted only once.

HardProblem #3112
LeetCode

Count Valid Paths in a Tree

Related Topics
MathDynamic ProgrammingTreeDepth-First SearchNumber Theory
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Examples

Example 1
INPUT
n = 5, edges = [[1,2],[1,3],[2,4],[2,5]]
OUTPUT
4
EXPLANATION

The pairs with exactly one prime number on the path between them are: - (1, 2) since the path from 1 to 2 contains prime number 2. - (1, 3) since the path from 1 to 3 contains prime number 3. - (1, 4) since the path from 1 to 4 contains prime number 2. - (2, 4) since the path from 2 to 4 contains prime number 2. It can be shown that there are only 4 valid paths.

Example 2
INPUT
n = 6, edges = [[1,2],[1,3],[2,4],[3,5],[3,6]]
OUTPUT
6
EXPLANATION

The pairs with exactly one prime number on the path between them are: - (1, 2) since the path from 1 to 2 contains prime number 2. - (1, 3) since the path from 1 to 3 contains prime number 3. - (1, 4) since the path from 1 to 4 contains prime number 2. - (1, 6) since the path from 1 to 6 contains prime number 3. - (2, 4) since the path from 2 to 4 contains prime number 2. - (3, 6) since the path from 3 to 6 contains prime number 3. It can be shown that there are only 6 valid paths.

Constraints

1 <= n <= 105
edges.length == n - 1
edges[i].length == 2
1 <= ui, vi <= n
The input is generated such that edges represent a valid tree.

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