#!/usr/bin/env python import functools import itertools import math import sys from collections import defaultdict from copy import deepcopy from typing import Dict, Iterator, List, Set, Tuple Tile = List[List[str]] Tiles = Dict[int, Tile] def parse(raw: str) -> Tiles: def parse_tile(raw: List[str]) -> Tile: return [[line[i] for i in range(len(line))] for line in raw] res = {} for lines in map(lambda s: s.splitlines(), raw.split("\n\n")): if len(lines) == 0: continue nums = int(lines[0][5:-1]) res[nums] = parse_tile(lines[1:]) return res def rotations(tile: Tile) -> Iterator[Tile]: yield tile for __ in range(3): tile = [ [tile[j][i] for j in range(len(tile))] for i in range(len(tile[0]) - 1, -1, -1) ] yield tile def flips(tile: Tile) -> Iterator[Tile]: yield tile yield tile[::-1] yield [line[::-1] for line in tile] yield [line[::-1] for line in tile[::-1]] def transforms(tile: Tile) -> List[Tile]: # Can't use a set with lists... res: List[Tile] = functools.reduce( lambda l, it: l + [it] if not any(it == other for other in l) else l, itertools.chain.from_iterable(map(rotations, flips(tile))), [], ) return res def borders(tile: Tile) -> Iterator[str]: # They should match on same axis (i.e: go clockwise and counter-clockwise) return map( lambda s: "".join(s), [ tile[0], [line[-1] for line in tile], tile[-1], [line[0] for line in tile], ], ) Transforms = Dict[int, List[Tile]] Tiling = List[List[Tuple[int, int]]] # Which tile, and which transform def build_tiling(tiles: Tiles) -> Tuple[Transforms, Tiling]: transform_mapping = {num: transforms(tile) for num, tile in tiles.items()} trans_borders: Dict[int, Dict[int, List[str]]] = defaultdict(dict) for num, trans in transform_mapping.items(): for i, t in enumerate(trans): trans_borders[num][i] = list(borders(t)) length = math.isqrt(len(tiles)) tiling = [[(-1, -1)] * length for __ in range(length)] def rec(x: int = 0, y: int = 0, used: Set[int] = set()) -> bool: if x == length: return True for num, borders in trans_borders.items(): if num in used: continue used |= {num} for trans, border in borders.items(): top, __, __, left = border if y > 0: nid, ntrans = tiling[x][y - 1] __, right, __, __ = trans_borders[nid][ntrans] if left != right: continue if x > 0: nid, ntrans = tiling[x - 1][y] __, __, bottom, __ = trans_borders[nid][ntrans] if top != bottom: continue tiling[x][y] = num, trans next_x, next_y = (x, y + 1) if y < (length - 1) else (x + 1, 0) if rec(next_x, next_y, used): return True used -= {num} tiling[x][y] = (-1, -1) return False assert rec() return transform_mapping, tiling def trim(trans: Transforms, tiling: Tiling) -> Tile: def trim_tile(tile: Tile) -> Tile: return [line[1:-1] for line in tile[1:-1]] def tiling_to_tile(tiling: List[List[Tile]]) -> Tile: res: Tile = [] for i in range(len(tiling) * len(tiling[0][0])): res.append([]) tile_line_idx = i % len(tiling[0][0]) for j in range(len(tiling[0]) * len(tiling[0][0][0])): tile = tiling[i // len(tiling[0][0])][j // len(tiling[0][0][0])] tile_row_idx = j % len(tiling[0][0][0]) res[-1].append(tile[tile_line_idx][tile_row_idx]) return res tiles = [[trim_tile(trans[num][id]) for num, id in line] for line in tiling] return tiling_to_tile(tiles) def find_monster(image: Tile, monster: Tile) -> Iterator[Tuple[int, int]]: def monster_at(x: int, y: int) -> bool: for i in range(len(monster)): for j in range(len(monster[0])): if monster[i][j] == " ": continue if image[x + i][y + j] != "#": return False return True # Returns upper left corner if found for i in range(len(image) - len(monster)): for j in range(len(image[0]) - len(monster[0])): if monster_at(i, j): yield i, j def remove_monster(image: Tile, monster: Tile, x: int, y: int) -> None: for i in range(len(monster)): for j in range(len(monster[0])): if monster[i][j] == " ": continue image[x + i][y + j] = " " def solve(tiles: Tiles) -> int: image = trim(*build_tiling(tiles)) monster = [ [char for char in line] for line in ( " # ", "# ## ## ###", " # # # # # # ", ) ] monsters = transforms(monster) for monster in monsters: for coords in find_monster(image, monster): remove_monster(image, monster, *coords) return sum(sum(char == "#" for char in line) for line in image) def main() -> None: input = parse(sys.stdin.read()) print(solve(input)) if __name__ == "__main__": main()