aoc/2021/09/09.py

69 lines
1.4 KiB
Python
Raw Normal View History

2021-12-13 07:11:38 +00:00
hmap = {}
with open("input.txt") as f:
lines = f.read().split('\n')
height = len(lines)
width = len(lines[0])
for i, line in enumerate(lines):
for j, n in enumerate(line):
hmap[(i,j)] = int(n)
def adjacent(i,j):
adjacent = [
(i-1,j),
(i+1,j),
(i,j-1),
(i,j+1)
]
return [ (i,j) for (i,j) in adjacent if (-1 < i < height) and (-1 < j < width) ]
# part 1
lowpoints = []
for i in range(height):
for j in range(width):
current = hmap[(i,j)]
neighbors = [hmap[(x,y)] for (x,y) in adjacent(i,j)]
if current < min(neighbors):
lowpoints.append(current)
risk = 0
for h in lowpoints:
risk += (h + 1)
print(risk)
# part 2
basins = []
allpoints = set(
[ (i,j)
for i in range(height)
for j in range(width)
]
)
def which_basin(i,j,hmap):
"""
Identifies the basin that (i,j) is part of.
"""
basin = set()
visited = set()
q = [(i,j)]
while q:
(x, y) = q.pop()
if (x,y) not in visited:
visited.add((x,y))
if hmap[(x,y)] != 9:
basin.add((x,y))
neighbors = []
q += [(m,n) for (m,n) in adjacent(x,y) if (m,n) not in visited]
return basin
identified = set()
for i in range(height):
for j in range(width):
if (i,j) not in identified:
basin = which_basin(i,j,hmap)
for point in basin:
identified.add(point)
basins.append(basin)
three_biggest_basins = sorted([len(basin) for basin in basins], reverse=True)[0:3]
from math import prod
part2 = prod(three_biggest_basins)
print(part2)