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author | Thomas Voss <thomasvoss@live.com> | 2021-12-09 20:34:05 +0100 |
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committer | Thomas Voss <thomasvoss@live.com> | 2021-12-09 20:34:05 +0100 |
commit | 1b250dfa1848e81943fa2f70976f8fa4669c8de9 (patch) | |
tree | 286b904ccc0283da427661c933ebdfd7199f75ff /2021/09/puzzle-2.py | |
parent | e89223eecb7dbb67a45afccfc843b936be3e3efd (diff) |
Add day 9 solutions
Diffstat (limited to '2021/09/puzzle-2.py')
-rwxr-xr-x | 2021/09/puzzle-2.py | 66 |
1 files changed, 66 insertions, 0 deletions
diff --git a/2021/09/puzzle-2.py b/2021/09/puzzle-2.py new file mode 100755 index 0000000..d435f7c --- /dev/null +++ b/2021/09/puzzle-2.py @@ -0,0 +1,66 @@ +#!/usr/bin/env python3 + +""" +Most of the code taken from this guys floodfill, I just adapted it for this problem +https://playandlearntocode.com/article/flood-fill-algorithm-in-python +""" + +from functools import reduce +from itertools import product +from operator import mul + +matrix = list[list[int]] + + +def is_basin(grid: matrix, row: int, col: int) -> bool: + return ( + not ((row < 0 or row > len(grid) - 1) or (col < 0 or col > len(grid[0]) - 1)) + and grid[row][col] != 9 + ) + + +def floodfill(grid: matrix, row: int, col: int) -> int: + if row < 0 or row > len(grid) - 1 or col < 0 or col > len(grid[0]) - 1 or grid[row][col] == 9: + return 0 + + q: list[tuple[int, int]] = [] + grid[row][col] = 9 + q.append((row, col)) + size = 1 + + while len(q): + row, col = q.pop(0) + + for x, y in ((-1, 0), (1, 0), (0, -1), (0, 1)): + c_row = row + x + c_col = col + y + + if is_basin(grid, c_row, c_col): + grid[c_row][c_col] = 9 + q.append((c_row, c_col)) + size += 1 + + return size + + +def solve(grid: matrix) -> int: + return reduce( + mul, + sorted( + map( + lambda t: floodfill(grid, t[0], t[1]), + filter( + lambda t: grid[t[0]][t[1]] != 9, product(range(len(grid)), range(len(grid[0]))), + ), + ) + )[-3:], + ) + + +def main() -> None: + with open("input", "r", encoding="utf-8") as f: + print(solve(list(map(lambda l: [int(n) for n in l.strip()], f.readlines())))) + + +if __name__ == "__main__": + main() |