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English Version

题目描述

给你一个 m x n 的二进制矩阵 grid ,每个格子要么为 0 (空)要么为 1 (被占据)。

给你邮票的尺寸为 stampHeight x stampWidth 。我们想将邮票贴进二进制矩阵中,且满足以下 限制 和 要求 :

  1. 覆盖所有  格子。
  2. 不覆盖任何 被占据 的格子。
  3. 我们可以放入任意数目的邮票。
  4. 邮票可以相互有 重叠 部分。
  5. 邮票不允许 旋转 。
  6. 邮票必须完全在矩阵  。

如果在满足上述要求的前提下,可以放入邮票,请返回 true ,否则返回 false 。

 

示例 1:

输入:grid = [[1,0,0,0],[1,0,0,0],[1,0,0,0],[1,0,0,0],[1,0,0,0]], stampHeight = 4, stampWidth = 3
输出:true
解释:我们放入两个有重叠部分的邮票(图中标号为 1 和 2),它们能覆盖所有与空格子。

示例 2:

输入:grid = [[1,0,0,0],[0,1,0,0],[0,0,1,0],[0,0,0,1]], stampHeight = 2, stampWidth = 2 
输出:false 
解释:没办法放入邮票覆盖所有的空格子,且邮票不超出网格图以外。

 

提示:

  • m == grid.length
  • n == grid[r].length
  • 1 <= m, n <= 105
  • 1 <= m * n <= 2 * 105
  • grid[r][c] 要么是 0 ,要么是 1
  • 1 <= stampHeight, stampWidth <= 105

解法

方法一:二维前缀和 + 二维差分

根据题给的约束,很容易推出,一个格子能贴邮票的条件为,在加上邮票的长和宽后,右下角不越界的情况下,当前子区域中所有格子的和为 0。

那么显然我们可以维护一个二维的前缀和数组,在 O(1) 的时间复杂度下就可以判断每次遍历到的格子是否能贴邮票。

而因为贴邮票的操作,可以概括为将当前子区域的所有格子的值都置为 1,很自然的就能想到用一个二维的差分数组来维护贴邮票后的状态。

最后只要对该差分数组再求一次二维前缀和,只要当前格子的和为 0,就意味着存在没有覆盖完全的情况,直接返回 false 即可。

需要注意的是二维数组的下标关系,具体参考如下。

s[i + 1][j + 1] 表示第 i 行第 j 列左上部分所有元素之和,其中 i, j 下标从 0 开始。

s[i + 1][j + 1] = s[i + 1][j] + s[i][j + 1] - s[i][j] + nums[i][j]

以 (x1, y1) 为左上角,(x2, y2) 为右下角的子矩阵和 sub = s[x2 + 1][y2 + 1] - s[x2 + 1][y1] - s[x1][y2 + 1] + s[x1][y1]

Python3

class Solution:
    def possibleToStamp(
        self, grid: List[List[int]], stampHeight: int, stampWidth: int
    ) -> bool:
        m, n = len(grid), len(grid[0])
        s = [[0] * (n + 1) for _ in range(m + 1)]
        for i, row in enumerate(grid):
            for j, v in enumerate(row):
                s[i + 1][j + 1] = s[i + 1][j] + s[i][j + 1] - s[i][j] + v

        d = [[0] * (n + 1) for _ in range(m + 1)]
        for i, row in enumerate(grid):
            for j, v in enumerate(row):
                if v == 0:
                    x, y = i + stampHeight, j + stampWidth
                    if x <= m and y <= n and s[x][y] - s[x][j] - s[i][y] + s[i][j] == 0:
                        d[i][j] += 1
                        d[i][y] -= 1
                        d[x][j] -= 1
                        d[x][y] += 1

        cnt = [[0] * (n + 1) for _ in range(m + 1)]
        for i, row in enumerate(grid):
            for j, v in enumerate(row):
                cnt[i + 1][j + 1] = cnt[i + 1][j] + cnt[i][j + 1] - cnt[i][j] + d[i][j]
                if v == 0 and cnt[i + 1][j + 1] == 0:
                    return False
        return True

Java

class Solution {
    public boolean possibleToStamp(int[][] grid, int stampHeight, int stampWidth) {
        int m = grid.length, n = grid[0].length;
        int[][] s = new int[m + 1][n + 1];
        for (int i = 0; i < m; ++i) {
            for (int j = 0; j < n; ++j) {
                s[i + 1][j + 1] = s[i + 1][j] + s[i][j + 1] - s[i][j] + grid[i][j];
            }
        }
        int[][] d = new int[m + 1][n + 1];
        for (int i = 0; i < m; ++i) {
            for (int j = 0; j < n; ++j) {
                if (grid[i][j] == 0) {
                    int x = i + stampHeight, y = j + stampWidth;
                    if (x <= m && y <= n && s[x][y] - s[x][j] - s[i][y] + s[i][j] == 0) {
                        d[i][j]++;
                        d[i][y]--;
                        d[x][j]--;
                        d[x][y]++;
                    }
                }
            }
        }
        int[][] cnt = new int[m + 1][n + 1];
        for (int i = 0; i < m; ++i) {
            for (int j = 0; j < n; ++j) {
                cnt[i + 1][j + 1] = cnt[i + 1][j] + cnt[i][j + 1] - cnt[i][j] + d[i][j];
                if (grid[i][j] == 0 && cnt[i + 1][j + 1] == 0) {
                    return false;
                }
            }
        }
        return true;
    }
}

C++

class Solution {
public:
    bool possibleToStamp(vector<vector<int>>& grid, int stampHeight, int stampWidth) {
        int m = grid.size(), n = grid[0].size();
        vector<vector<int>> s(m + 1, vector<int>(n + 1));
        for (int i = 0; i < m; ++i) {
            for (int j = 0; j < n; ++j) {
                s[i + 1][j + 1] = s[i + 1][j] + s[i][j + 1] - s[i][j] + grid[i][j];
            }
        }
        vector<vector<int>> d(m + 1, vector<int>(n + 1));
        for (int i = 0; i < m; ++i) {
            for (int j = 0; j < n; ++j) {
                if (grid[i][j]) continue;
                int x = i + stampHeight, y = j + stampWidth;
                if (x <= m && y <= n && s[x][y] - s[i][y] - s[x][j] + s[i][j] == 0) {
                    d[i][j]++;
                    d[x][j]--;
                    d[i][y]--;
                    d[x][y]++;
                }
            }
        }
        vector<vector<int>> cnt(m + 1, vector<int>(n + 1));
        for (int i = 0; i < m; ++i) {
            for (int j = 0; j < n; ++j) {
                cnt[i + 1][j + 1] = cnt[i + 1][j] + cnt[i][j + 1] - cnt[i][j] + d[i][j];
                if (grid[i][j] == 0 && cnt[i + 1][j + 1] == 0) return false;
            }
        }
        return true;
    }
};

Rust

impl Solution {
    pub fn possible_to_stamp(grid: Vec<Vec<i32>>, stamp_height: i32, stamp_width: i32) -> bool {
        let n: usize = grid.len();
        let m: usize = grid[0].len();

        let mut prefix_vec: Vec<Vec<i32>> = vec![vec![0; m + 1]; n + 1];

        // Initialize the prefix vector
        for i in 0..n {
            for j in 0..m {
                prefix_vec[i + 1][j + 1] = prefix_vec[i][j + 1] + prefix_vec[i + 1][j] - prefix_vec[i][j] + grid[i][j];
            }
        }

        let mut diff_vec: Vec<Vec<i32>> = vec![vec![0; m + 1]; n + 1];

        // Construct the difference vector based on prefix sum vector
        for i in 0..n {
            for j in 0..m {
                // If the value of the cell is one, just bypass this
                if grid[i][j] == 1 {
                    continue;
                }
                // Otherwise, try stick the stamp
                let x: usize = i + stamp_height as usize;
                let y: usize = j + stamp_width as usize;
                // Check the bound
                if x <= n && y <= m {
                    // If the region can be sticked (All cells are empty, which means the sum will be zero)
                    if prefix_vec[x][y] - prefix_vec[x][j] - prefix_vec[i][y] + prefix_vec[i][j] == 0 {
                        // Update the difference vector
                        diff_vec[i][j] += 1;
                        diff_vec[x][y] += 1;

                        diff_vec[x][j] -= 1;
                        diff_vec[i][y] -= 1;
                    }
                }
            }
        }

        let mut check_vec: Vec<Vec<i32>> = vec![vec![0; m + 1]; n + 1];

        // Check the prefix sum of difference vector, to determine if there is any empty cell left
        for i in 0..n {
            for j in 0..m {
                // If the value of the cell is one, just bypass this
                if grid[i][j] == 1 {
                    continue;
                }
                // Otherwise, check if the region is empty, by calculating the prefix sum of difference vector
                check_vec[i + 1][j + 1] = check_vec[i][j + 1] + check_vec[i + 1][j] - check_vec[i][j] + diff_vec[i][j];
                if check_vec[i + 1][j + 1] == 0 {
                    return false;
                }
            }
        }

        true
    }
}

Go

func possibleToStamp(grid [][]int, stampHeight int, stampWidth int) bool {
	m, n := len(grid), len(grid[0])
	s := make([][]int, m+1)
	d := make([][]int, m+1)
	cnt := make([][]int, m+1)
	for i := range s {
		s[i] = make([]int, n+1)
		d[i] = make([]int, n+1)
		cnt[i] = make([]int, n+1)
	}
	for i, row := range grid {
		for j, v := range row {
			s[i+1][j+1] = s[i+1][j] + s[i][j+1] - s[i][j] + v
		}
	}
	for i, row := range grid {
		for j, v := range row {
			if v == 0 {
				x, y := i+stampHeight, j+stampWidth
				if x <= m && y <= n && s[x][y]-s[i][y]-s[x][j]+s[i][j] == 0 {
					d[i][j]++
					d[i][y]--
					d[x][j]--
					d[x][y]++
				}
			}
		}
	}
	for i, row := range grid {
		for j, v := range row {
			cnt[i+1][j+1] = cnt[i+1][j] + cnt[i][j+1] - cnt[i][j] + d[i][j]
			if v == 0 && cnt[i+1][j+1] == 0 {
				return false
			}
		}
	}
	return true
}

JavaScript

/**
 * @param {number[][]} grid
 * @param {number} stampHeight
 * @param {number} stampWidth
 * @return {boolean}
 */
var possibleToStamp = function (grid, stampHeight, stampWidth) {
    const m = grid.length;
    const n = grid[0].length;
    let s = new Array(m + 1).fill(0).map(() => new Array(n + 1).fill(0));
    let d = new Array(m + 1).fill(0).map(() => new Array(n + 1).fill(0));
    let cnt = new Array(m + 1).fill(0).map(() => new Array(n + 1).fill(0));
    for (let i = 0; i < m; ++i) {
        for (let j = 0; j < n; ++j) {
            s[i + 1][j + 1] = s[i + 1][j] + s[i][j + 1] - s[i][j] + grid[i][j];
        }
    }
    for (let i = 0; i < m; ++i) {
        for (let j = 0; j < n; ++j) {
            if (grid[i][j] == 0) {
                let [x, y] = [i + stampHeight, j + stampWidth];
                if (
                    x <= m &&
                    y <= n &&
                    s[x][y] - s[i][y] - s[x][j] + s[i][j] == 0
                ) {
                    d[i][j]++;
                    d[i][y]--;
                    d[x][j]--;
                    d[x][y]++;
                }
            }
        }
    }
    for (let i = 0; i < m; ++i) {
        for (let j = 0; j < n; ++j) {
            cnt[i + 1][j + 1] =
                cnt[i + 1][j] + cnt[i][j + 1] - cnt[i][j] + d[i][j];
            if (grid[i][j] == 0 && cnt[i + 1][j + 1] == 0) {
                return false;
            }
        }
    }
    return true;
};

TypeScript

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