437. Path Sum III

You are given a binary tree in which each node contains an integer value.
Find the number of paths that sum to a given value.
The path does not need to start or end at the root or a leaf, but it must go downwards (traveling only from parent nodes to child nodes).
The tree has no more than 1,000 nodes and the values are in the range -1,000,000 to 1,000,000.

Example:
root = [10,5,-3,3,2,null,11,3,-2,null,1], sum = 8

      10
     /  \
    5   -3
   / \    \
  3   2   11
 / \   \
3  -2   1
Return 3. The paths that sum to 8 are:
1.  5 -> 3
2.  5 -> 2 -> 1
3. -3 -> 11

Solution1：HashMap (Tree版的累积的two sum问题)

思路：
So the idea is similar as Two sum, using HashMap to store ( key : the prefix sum, value : how many ways get to this prefix sum) , and whenever reach a node, we check if prefix sum - target exists in hashmap or not, if it does, we added up the ways of prefix sum - target into res.
Time Complexity: O(N) Space Complexity: O(N)

Solution2：DFS

思路：
Time Complexity: O(N^2) Space Complexity: O(N)

Solution1a 全局Code：

class Solution1a {
    public int pathSum(TreeNode root, int sum) {
        HashMap preSum = new HashMap();
        preSum.put(0, 1);
        helper(root, 0, sum, preSum);
        return count;
    }
    private int count = 0;
    
    public void helper(TreeNode root, int currSum, int target, HashMap preSum) {
        if (root == null) {
            return;
        }
        
        currSum += root.val;

        count += preSum.getOrDefault(currSum - target, 0);
        
        preSum.put(currSum, preSum.getOrDefault(currSum, 0) + 1);
        
        
        helper(root.left, currSum, target, preSum);
        helper(root.right, currSum, target, preSum);
        
        preSum.put(currSum, preSum.get(currSum) - 1); // backtrack
    }
}

Solution1b Code：

class Solution {
    public int pathSum(TreeNode root, int sum) {
        HashMap preSum = new HashMap();
        preSum.put(0,1);
        return helper(root, 0, sum, preSum);
    }
    
    public int helper(TreeNode root, int currSum, int target, HashMap preSum) {
        if (root == null) {
            return 0;
        }
        
        currSum += root.val;
        int res = preSum.getOrDefault(currSum - target, 0);
        preSum.put(currSum, preSum.getOrDefault(currSum, 0) + 1);
        
        res += helper(root.left, currSum, target, preSum) + helper(root.right, currSum, target, preSum);
        preSum.put(currSum, preSum.get(currSum) - 1);
        return res;
    }
}

Solution2 Code：

class Solution {
    public int pathSum(TreeNode root, int sum) {
        if(root == null)
            return 0;
        return findPath(root, sum) + pathSum(root.left, sum) + pathSum(root.right, sum);
    }
    
    public int findPath(TreeNode root, int sum){
        int res = 0;
        if(root == null)
            return res;
        if(sum == root.val)
            res++;
        res += findPath(root.left, sum - root.val);
        res += findPath(root.right, sum - root.val);
        return res;
    }
}