Merge pull request #1576 from ayosecu/main

[ayosecu] Week 11 Solutions

Author: ayosecu

binary-tree-maximum-path-sum/ayosecu.py

@@ -0,0 +1,54 @@
+from typing import Optional
+
+class TreeNode:
+    def __init__(self, val=0, left=None, right=None):
+        self.val = val
+        self.left = left
+        self.right = right
+class Solution:
+    """
+        - Time Complexity: O(n), n = The number of nodes
+        - Space Complexity: O(H), H = The height of Tree
+    """
+    def maxPathSum(self, root: Optional[TreeNode]) -> int:
+        self.max_sum = float("-inf")
+
+        def dfs(node):
+            if not node:
+                return 0
+
+            # Find max sum from the left and right children (more than 0)
+            l_sum = max(dfs(node.left), 0)
+            r_sum = max(dfs(node.right), 0)
+
+            # Calculate current sum and update max_sum
+            current_sum = node.val + l_sum + r_sum
+            self.max_sum = max(self.max_sum, current_sum)
+
+            # Return larger path
+            return node.val + max(l_sum, r_sum)
+
+        dfs(root)
+
+        return self.max_sum
+    
+def do_test():
+    sol = Solution()
+
+    root1 = TreeNode(1)
+    root1.left = TreeNode(2)
+    root1.right = TreeNode(3)
+    e1 = 6
+    r1 = sol.maxPathSum(root1)
+    print(f"TC 1 is Passed!" if r1 == e1 else f"TC 1 is Failed! - Expected: {e1}, Result: {r1}")
+
+    root2 = TreeNode(-10)
+    root2.left = TreeNode(9)
+    root2.right = TreeNode(20)
+    root2.right.left = TreeNode(15)
+    root2.right.right = TreeNode(7)
+    e2 = 42
+    r2 = sol.maxPathSum(root2)
+    print(f"TC 2 is Passed!" if r2 == e2 else f"TC 2 is Failed! - Expected: {e2}, Result: {r2}")
+
+do_test()

graph-valid-tree/ayosecu.py

@@ -0,0 +1,42 @@
+from collections import deque, defaultdict
+
+class Solution:
+    """
+        - Time Complexity: O(n + e), e = len(edges)
+        - Space Complexity: O(n), The size of dictionary
+    """
+    def validTree(self, n, edges):
+        # The number of edges must be "n - 1"
+        if len(edges) != n - 1:
+            return False
+
+        dic = defaultdict(list)
+        for u, v in edges:
+            dic[u].append(v)
+            dic[v].append(u)
+
+        # BFS for visiting all nodes
+        visited = set()
+        dq = deque([0])
+
+        while dq:
+            node = dq.popleft()
+            if node in visited:
+                continue
+            visited.add(node)
+            for next in dic[node]:
+                if next not in visited:
+                    dq.append(next)
+
+        # Check all nodes were visited
+        return len(visited) == n
+
+tc = [
+        (5, [[0, 1], [0, 2], [0, 3], [1, 4]], True),
+        (5, [[0, 1], [1, 2], [2, 3], [1, 3], [1, 4]], False)
+]
+
+sol = Solution()
+for i, (n, edges, e) in enumerate(tc, 1):
+    r = sol.validTree(n, edges)
+    print(f"TC {i} is Passed!" if r == e else f"TC {i} is Failed! - Expected: {e}, Result: {r}")

merge-intervals/ayosecu.py

@@ -0,0 +1,29 @@
+from typing import List
+
+class Solution:
+    """
+        - Time complexity: O(nlogn), n = len(intervals)
+        - Space Complexity: O(1), If output variable excluded.
+    """
+    def merge(self, intervals: List[List[int]]) -> List[List[int]]:
+        result = []
+        intervals.sort(key=lambda x: x[0])
+
+        for interval in intervals:
+            if not result or result[-1][1] < interval[0]:
+                result.append(interval)
+            else:
+                result[-1][1] = max(result[-1][1], interval[1])
+
+        return result
+    
+
+tc = [
+        ([[1, 3], [2, 6], [8, 10], [15, 18]], [[1, 6], [8, 10], [15, 18]]),
+        ([[1, 4], [4, 5]], [[1, 5]])
+]
+
+solution = Solution()
+for i, (intervals, e) in enumerate(tc, 1):
+    r = solution.merge(intervals)
+    print(f"TC {i} is Passed!" if r == e else f"TC 1 is Failed! - Expected: {e}, Result: {r}")

missing-number/ayosecu.py

@@ -0,0 +1,26 @@
+from typing import List
+
+class Solution:
+    """
+        - Time Complexity: O(n), n = len(nums)
+        - Space Complexity: O(1)
+    """
+    def missingNumber(self, nums: List[int]) -> int:
+        n = len(nums)
+        total = (1 + n) * n // 2
+
+        for num in nums:
+            total -= num
+        
+        return total
+
+tc = [
+        ([3, 0, 1], 2),
+        ([0, 1], 2),
+        ([9, 6, 4, 2, 3, 5, 7, 0, 1], 8)
+]
+
+sol = Solution()
+for i, (n, e) in enumerate(tc, 1):
+    r = sol.missingNumber(n)
+    print(f"TC {i} is Passed!" if r == e else f"TC {i} is Failed! - Expected: {e}, Result: {r}")

reorder-list/ayosecu.py

@@ -0,0 +1,61 @@
+from typing import Optional
+from collections import deque
+
+class ListNode:
+    def __init__(self, val=0, next=None):
+        self.val = val
+        self.next = next
+
+class Solution:
+    """
+        - Time Complexity: O(N), N = The number of nodes.
+        - Space Complexity: O(N)
+    """
+    def reorderList(self, head: Optional[ListNode]) -> None:
+        dq = deque()
+
+        cur = head
+        while cur:
+            dq.append(cur)
+            cur = cur.next
+        
+        dummy = ListNode(-1)
+        cur = dummy
+        flag = True
+        while dq:
+            if flag:
+                cur.next = dq.popleft()
+            else:
+                cur.next = dq.pop()
+            cur = cur.next
+            flag = not flag
+        cur.next = None
+
+        return dummy.next
+
+### TC Helpers ###
+def build_linked_list(values):
+    dummy = ListNode(0)
+    current = dummy
+    for v in values:
+        current.next = ListNode(v)
+        current = current.next
+    return dummy.next
+
+def linked_list_to_list(head):
+    result = []
+    while head:
+        result.append(head.val)
+        head = head.next
+    return result
+
+### TC ###
+tc = [
+        ([1,2,3,4], [1,4,2,3]),
+        ([1,2,3,4,5], [1,5,2,4,3])
+]
+
+sol = Solution()
+for i, (l, e) in enumerate(tc, 1):
+    r = linked_list_to_list(sol.reorderList(build_linked_list(l)))
+    print(f"TC {i} is Passed!" if r == e else f"TC {i} is Failed! - Expected: {e}, Result: {r}")