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| 1 | +# Making A Large Island |
| 2 | +# https://leetcode.com/problems/making-a-large-island/ |
| 3 | + |
| 4 | +class Solution(object): |
| 5 | + def __init__(self): |
| 6 | + # key = groupId, val = size |
| 7 | + self.groupIndex = {} |
| 8 | + |
| 9 | + def isValid(self, row, col, grid): |
| 10 | + if(row >= 0 and row < len(grid)): |
| 11 | + if (col >= 0 and col < len(grid[0])): |
| 12 | + return True |
| 13 | + return False |
| 14 | + |
| 15 | + def getNextMove(self, row, col, grid): |
| 16 | + moves = [[-1, 0], [1, 0], [0, -1], [0, 1]] |
| 17 | + validMoves = [] |
| 18 | + for m in moves: |
| 19 | + newR = row + m[0] |
| 20 | + newC = col + m[1] |
| 21 | + if(self.isValid(newR, newC, grid)): |
| 22 | + validMoves.append([newR, newC]) |
| 23 | + return validMoves |
| 24 | + |
| 25 | + def dfs(self, row, col, grid, ID, size): |
| 26 | + # mark current visited by changing it to ID |
| 27 | + grid[row][col] = ID |
| 28 | + # increment the size |
| 29 | + size[0] = size[0] + 1 |
| 30 | + # get next moves |
| 31 | + moves = self.getNextMove(row, col, grid) |
| 32 | + for m in moves: |
| 33 | + if (grid[m[0]][m[1]] == 1): |
| 34 | + self.dfs(m[0], m[1], grid, ID, size) |
| 35 | + |
| 36 | + def assignIndex(self, grid): |
| 37 | + # random ID |
| 38 | + ID = 2 |
| 39 | + for row in range(len(grid)): |
| 40 | + for col in range(len(grid[0])): |
| 41 | + if (grid[row][col] == 1): |
| 42 | + # start assigning it Id and calculate it's size |
| 43 | + size = [0] |
| 44 | + self.dfs(row, col, grid, ID, size) |
| 45 | + # add it to hash |
| 46 | + self.groupIndex[ID] = size[0] |
| 47 | + # increment the ID to make it unique for next group |
| 48 | + ID = ID + 1 |
| 49 | + |
| 50 | + |
| 51 | + def largestIsland(self, grid): |
| 52 | + self.assignIndex(grid) |
| 53 | + print grid |
| 54 | + maxArea = 0 |
| 55 | + # for every 0 check up down left right for it's adjacent islands |
| 56 | + for row in range(len(grid)): |
| 57 | + for col in range(len(grid[0])): |
| 58 | + if (grid[row][col] == 0): |
| 59 | + currArea = 0 |
| 60 | + # set variable to keep track of all the island groups we have seen so far |
| 61 | + visitedID = set() |
| 62 | + # get the next valid neighbors |
| 63 | + neighbors = self.getNextMove(row, col, grid) |
| 64 | + # for all the neighbors |
| 65 | + for n in neighbors: |
| 66 | + currID = grid[n[0]][n[1]] |
| 67 | + if (currID != 0 and (currID not in visitedID)): |
| 68 | + currArea = currArea + self.groupIndex[currID] |
| 69 | + visitedID.add(currID) |
| 70 | + # add 1 for current cell |
| 71 | + currArea = currArea + 1 |
| 72 | + # compare with maxArea |
| 73 | + maxArea = max(maxArea, currArea) |
| 74 | + # get max value from hash table |
| 75 | + maxAreaFromHashTable = 0 |
| 76 | + if(self.groupIndex): |
| 77 | + maxAreaFromHashTable = max(self.groupIndex.values()) |
| 78 | + return max(maxAreaFromHashTable, maxArea) |
| 79 | + """ |
| 80 | + :type grid: List[List[int]] |
| 81 | + :rtype: int |
| 82 | + """ |
| 83 | + |
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