🟨 Set Matrix Zeroes (#73)
🔗 Problem Link
📋 Problem Statement
Given an m x n integer matrix, if an element is 0, set its entire row and column to 0's.
You must do it in place.
💡 Examples
Example 1
Input: matrix = [[1,1,1],[1,0,1],[1,1,1]]
Output: [[1,0,1],[0,0,0],[1,0,1]]
Example 2
Input: matrix = [[0,1,2,0],[3,4,5,2],[1,3,1,5]]
Output: [[0,0,0,0],[0,4,5,0],[0,3,1,0]]
🔑 Key Insights & Approach
Core Observation: Use first row and column as markers. Process special case for first row/col separately.
Why First Row/Col as Markers?
- O(m * n) time, O(1) space
- In-place solution
- Clever use of existing space
Pattern: "In-Place Matrix Marking" pattern.
🐍 Solution: Python
Approach: O(1) Space
Time Complexity: O(m * n) | Space Complexity: O(1)
from typing import List
class Solution:
def setZeroes(self, matrix: List[List[int]]) -> None:
m, n = len(matrix), len(matrix[0])
first_row_zero = any(matrix[0][j] == 0 for j in range(n))
first_col_zero = any(matrix[i][0] == 0 for i in range(m))
# Use first row/col as markers
for i in range(1, m):
for j in range(1, n):
if matrix[i][j] == 0:
matrix[i][0] = 0
matrix[0][j] = 0
# Set zeros based on markers
for i in range(1, m):
for j in range(1, n):
if matrix[i][0] == 0 or matrix[0][j] == 0:
matrix[i][j] = 0
# Handle first row
if first_row_zero:
for j in range(n):
matrix[0][j] = 0
# Handle first col
if first_col_zero:
for i in range(m):
matrix[i][0] = 0
🔵 Solution: Golang
Approach: O(1) Space
Time Complexity: O(m * n) | Space Complexity: O(1)
func setZeroes(matrix [][]int) {
m, n := len(matrix), len(matrix[0])
firstRowZero, firstColZero := false, false
for j := 0; j < n; j++ {
if matrix[0][j] == 0 {
firstRowZero = true
break
}
}
for i := 0; i < m; i++ {
if matrix[i][0] == 0 {
firstColZero = true
break
}
}
for i := 1; i < m; i++ {
for j := 1; j < n; j++ {
if matrix[i][j] == 0 {
matrix[i][0] = 0
matrix[0][j] = 0
}
}
}
for i := 1; i < m; i++ {
for j := 1; j < n; j++ {
if matrix[i][0] == 0 || matrix[0][j] == 0 {
matrix[i][j] = 0
}
}
}
if firstRowZero {
for j := 0; j < n; j++ {
matrix[0][j] = 0
}
}
if firstColZero {
for i := 0; i < m; i++ {
matrix[i][0] = 0
}
}
}