你有一个用于表示一片土地的整数矩阵land,该矩阵中每个点的值代表对应地点的海拔高度。若值为0则表示水域。由垂直、水平或对角连接的水域为池塘。池塘的大小是指相连接的水域的个数。编写一个方法来计算矩阵中所有池塘的大小,返回值需要从小到大排序。
示例:
输入:
[
[0,2,1,0],
[0,1,0,1],
[1,1,0,1],
[0,1,0,1]
]
输出: [1,2,4]
提示:
- 0 < len(land) <= 1000
- 0 < len(land[i]) <= 1000
Python 解答:
1.BFS
class Solution:
def pondSizes(self, land: List[List[int]]) -> List[int]:
res = []
length = len(land)
width = len(land[0])
flag = [[1 for i in range(width)] for j in range(length)]
for i in range(length):
print(land[i])
for i in range(length):
for j in range(width):
if flag[i][j] and land[i][j] == 0:
area = 0
temp = [[i,j]]
while temp:
x, y = temp.pop(0)
if flag[x][y] and land[x][y] == 0:
area += 1
flag[x][y] = 0
if x-1 >= 0 and y-1 >= 0 and flag[x-1][y-1] and land[x-1][y-1] == 0:
temp.append([x-1, y-1])
if x-1 >= 0 and flag[x-1][y] and land[x-1][y] == 0:
temp.append([x-1, y])
if x-1 >= 0 and y+1 < width and flag[x-1][y+1] and land[x-1][y+1] == 0:
temp.append([x-1, y+1])
if y-1 >= 0 and flag[x][y-1] and land[x][y-1] == 0:
temp.append([x, y-1])
if y+1 < width and flag[x][y+1] and land[x][y+1] == 0:
temp.append([x, y+1])
if x+1 < length and y-1 >= 0 and flag[x+1][y-1] and land[x+1][y-1] == 0:
temp.append([x+1, y-1])
if x+1 < length and flag[x+1][y] and land[x+1][y] == 0:
temp.append([x+1, y])
if x+1 < length and y+1 < width and flag[x+1][y+1] and land[x+1][y+1] == 0:
temp.append([x+1, y+1])
res.append(area)
res.sort()
return res
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