Solving Leetcode Interviews in Seconds with AI: Diagonal Traverse
Introduction
In this blog post, we will explore how to solve the LeetCode problem "498" using AI. LeetCode is a popular platform for preparing for coding interviews, and with the help of AI tools like Chatmagic, we can generate solutions quickly and efficiently - helping you pass the interviews and get the job offer without having to study for months.
Problem Statement
Given an m x n matrix mat, return an array of all the elements of the array in a diagonal order. Example 1: Input: mat = [[1,2,3],[4,5,6],[7,8,9]] Output: [1,2,4,7,5,3,6,8,9] Example 2: Input: mat = [[1,2],[3,4]] Output: [1,2,3,4] Constraints: m == mat.length n == mat[i].length 1 <= m, n <= 104 1 <= m * n <= 104 -105 <= mat[i][j] <= 105
Explanation
Here's a breakdown of the solution and the Python code:
High-Level Approach:
- Iterate through the diagonals. The number of diagonals is
m + n - 1. - For each diagonal, determine the starting coordinates (row, col). The sum of the row and column indices for a given diagonal is constant.
- Traverse the elements along the diagonal, adding them to the result. Reverse the order of elements in even-numbered diagonals to achieve the desired zig-zag pattern.
- Iterate through the diagonals. The number of diagonals is
Complexity:
- Runtime: O(m * n), where m is the number of rows and n is the number of columns.
- Storage: O(1) excluding output array. O(m*n) including the output array.
Code
def findDiagonalOrder(mat: list[list[int]]) -> list[int]:
"""
Given an m x n matrix mat, return an array of all the elements of the array in a diagonal order.
"""
if not mat or not mat[0]:
return []
m, n = len(mat), len(mat[0])
result = []
for d in range(m + n - 1):
# Determine the starting coordinates for the diagonal
if d < n:
row, col = 0, d
else:
row, col = d - n + 1, n - 1
diagonal_elements = []
while row < m and col >= 0:
diagonal_elements.append(mat[row][col])
row += 1
col -= 1
# Reverse the order of elements for even-numbered diagonals
if d % 2 == 0:
diagonal_elements.reverse()
result.extend(diagonal_elements)
return result