|
| 1 | +def find_empty_rows_and_columns(image): |
| 2 | + r = len(image) |
| 3 | + c = len(image[0]) |
| 4 | + |
| 5 | + # find empty rows and columns: |
| 6 | + row_is_empty = [True for _ in range(r)] |
| 7 | + col_is_empty = [True for _ in range(c)] |
| 8 | + for i in range(r): |
| 9 | + for j in range(c): |
| 10 | + if image[i][j] != '.': |
| 11 | + row_is_empty[i] = False |
| 12 | + col_is_empty[j] = False |
| 13 | + |
| 14 | + empty_rows = [i for i in range(r) if row_is_empty[i]] |
| 15 | + empty_columns = [i for i in range(c) if col_is_empty[i]] |
| 16 | + return empty_rows, empty_columns |
| 17 | + |
| 18 | + |
| 19 | +def expand_galaxies(galaxies, empty_rows, empty_cols, expansion_factor=1000000): |
| 20 | + # shift by row: |
| 21 | + for row in empty_rows[::-1]: |
| 22 | + for i in range(len(galaxies)): |
| 23 | + if galaxies[i][0] > row: |
| 24 | + galaxies[i] = (galaxies[i][0] + expansion_factor-1, galaxies[i][1]) |
| 25 | + |
| 26 | + # shift by column: |
| 27 | + for col in empty_cols[::-1]: |
| 28 | + for i in range(len(galaxies)): |
| 29 | + if galaxies[i][1] > col: |
| 30 | + galaxies[i] = (galaxies[i][0], galaxies[i][1] + expansion_factor-1) |
| 31 | + |
| 32 | + return galaxies |
| 33 | + |
| 34 | + |
| 35 | +def find_galaxy_positions(image): |
| 36 | + galaxies = [] |
| 37 | + r = len(image) |
| 38 | + c = len(image[0]) |
| 39 | + for i in range(r): |
| 40 | + for j in range(c): |
| 41 | + if image[i][j] == '#': |
| 42 | + galaxies.append((i,j)) |
| 43 | + return galaxies |
| 44 | + |
| 45 | + |
| 46 | +def get_distance(galaxy1, galaxy2): |
| 47 | + return abs(galaxy1[0] - galaxy2[0]) + abs(galaxy1[1] - galaxy2[1]) |
| 48 | + |
| 49 | + |
| 50 | +def find_distances_sum(galaxies): |
| 51 | + sum = 0 |
| 52 | + for i in range(len(galaxies)): |
| 53 | + for j in range(i+1, len(galaxies)): |
| 54 | + distance = get_distance(galaxies[i], galaxies[j]) |
| 55 | + sum += distance |
| 56 | + return sum |
| 57 | + |
| 58 | + |
| 59 | +def print_image(image): |
| 60 | + for r in image: |
| 61 | + print(''.join(r)) |
| 62 | + |
| 63 | + |
| 64 | +def expand_and_find_distance_sum(image, expansion_factor): |
| 65 | + galaxies = find_galaxy_positions(image) |
| 66 | + empty_rows, empty_cols = find_empty_rows_and_columns(image) |
| 67 | + expand_galaxies(galaxies, empty_rows, empty_cols, expansion_factor) |
| 68 | + return find_distances_sum(galaxies) |
| 69 | + |
| 70 | + |
| 71 | +def read_data_from_file(filename): |
| 72 | + with open(filename) as file: |
| 73 | + image = [[c for c in line.rstrip()] for line in file] |
| 74 | + return image |
| 75 | + |
| 76 | + |
| 77 | +image = read_data_from_file("input.txt") |
| 78 | +# image = read_data_from_file("testinput.txt") |
| 79 | + |
| 80 | +# part1_result = expand_and_find_distance_sum(image, 2) |
| 81 | +# print("Part 1:", part1_result) |
| 82 | + |
| 83 | +part2_result = expand_and_find_distance_sum(image, 1000000) |
| 84 | +print("Part 2:", part2_result) |
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