Solve "count islands" problem
This morning, I attended the "Interview Club" and was asked this question by the interviewer in front of ~20 FTEs. While I struggled to fully solve it during the abridged (i.e. 20 minute) timeslot, I completed the problem afterwards. Here is my solution.
This commit is contained in:
parent
fa717e8a6f
commit
f652ea0be6
1 changed files with 53 additions and 0 deletions
53
scratch/facebook/count-islands.py
Normal file
53
scratch/facebook/count-islands.py
Normal file
|
@ -0,0 +1,53 @@
|
|||
from collections import deque
|
||||
|
||||
def maybe_queue(row, col, game, q, seen):
|
||||
"""
|
||||
Add coordinate, (`row`, `col`), to the queue, `q`, as long as it exists in
|
||||
the map, `game`, and it is not already present in `seen`.
|
||||
"""
|
||||
if row >= 0 and row < len(game) and col >= 0 and col < len(game[0]):
|
||||
if game[row][col] == 'L' and (row, col) not in seen:
|
||||
q.append((row, col))
|
||||
|
||||
def visit_island(row, col, game, seen):
|
||||
"""
|
||||
Starting at the coordinate, (`row`, `col`), in the map, `game`, visit all
|
||||
surrounding tiles marked as land by adding them to the `seen` set.
|
||||
"""
|
||||
q = deque()
|
||||
q.append((row, col))
|
||||
while q:
|
||||
row, col = q.popleft()
|
||||
seen.add((row, col))
|
||||
maybe_queue(row - 1, col, game, q, seen) # UP
|
||||
maybe_queue(row + 1, col, game, q, seen) # DOWN
|
||||
maybe_queue(row, col - 1, game, q, seen) # LEFT
|
||||
maybe_queue(row, col + 1, game, q, seen) # RIGHT
|
||||
|
||||
def count_islands(game):
|
||||
"""
|
||||
Return the number of contiguous land tiles in the map, `game`.
|
||||
"""
|
||||
result = 0
|
||||
seen = set()
|
||||
for row in range(len(game)):
|
||||
for col in range(len(game[row])):
|
||||
if game[row][col] == 'L' and (row, col) not in seen:
|
||||
visit_island(row, col, game, seen)
|
||||
result += 1
|
||||
return result
|
||||
|
||||
################################################################################
|
||||
# Tests
|
||||
################################################################################
|
||||
|
||||
game = [
|
||||
"LWLWWW",
|
||||
"LLLWWW",
|
||||
"WWWLLW",
|
||||
]
|
||||
|
||||
result = count_islands(game)
|
||||
print(result)
|
||||
assert result == 2
|
||||
print("Success!")
|
Loading…
Reference in a new issue