Quest 8: The Art of Connection

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[โ€“] 2 points 11 months ago (2 children)

Python

# pairwise helps picking consecutive values easier
#   [A,B,C,D] -> [AB, BC, CD]
# combinations will give me combinations of elements in a sequence
#   [A,B,C,D] -> [AB, AC, AD, BC, BD, CD]
from itertools import pairwise, combinations


# line will pass thorough the center if the points are on opposite ends,
#   i.e., total points / 2 distance away
def part1(data: str, nail_count: int = 32):
    opposite_dist = nail_count // 2
    nodes = [int(n) for n in data.split(",")]

    center_passes = 0
    for a, b in pairwise(nodes):
        if abs(a - b) == opposite_dist:
            center_passes += 1
    return center_passes


assert part1("1,5,2,6,8,4,1,7,3", 8) == 4


# BRUTEFORCE: take every two points and check if they intersect
def part2(data: str, nail_count: int = 32):
    def intersects(s1, s2):
        # expand the points
        (x1, x2), (y1, y2) = s1, s2
        # make sure x1 is the smaller nail and x2 is the bigger one
        if x1 > x2:
            x1, x2 = x2, x1
        # there is an intersection if one point lies bwtween x1 and x2
        #  and the other lies outside it
        if x1 < y1 < x2 and (y2 > x2 or y2 < x1):
            return True
        if x1 < y2 < x2 and (y1 > x2 or y1 < x1):
            return True
        return False

    nodes = [int(n) for n in data.split(",")]
    knots = 0
    for s1, s2 in combinations(pairwise(nodes), 2):
        if intersects(s1, s2):
            knots += 1

    return knots


assert part2("1,5,2,6,8,4,1,7,3,5,7,8,2", 8) == 21

from collections import defaultdict


# This is better than bruteforce
def part3(data: str, nail_count: int = 256):
    connections = defaultdict(list)
    nodes = [int(n) for n in data.split(",")]

    # record all connections, both ways
    for a, b in pairwise(nodes):
        connections[a].append(b)
        connections[b].append(a)

    max_cuts = 0
    for node_a in range(1, nail_count + 1):
        cuts = 0
        for node_b in range(node_a + 2, nail_count + 1):
            # add new cuts for the node we just added between a and b
            for other_node in connections[node_b - 1]:
                if other_node > node_b or other_node < node_a:
                    cuts += 1
            # also add any cuts for threads that go between node a and b
            cuts += connections[node_a].count(node_b)

            # remove cuts that were going from BETWEEN node_a and node_b-1 (prev node_b) to node_b
            for other_node in connections[node_b]:
                if node_a < other_node < node_b:
                    cuts -= 1
            # also remove any cuts for threads that go between node a and b-1
            cuts -= connections[node_a].count(node_b - 1)

            max_cuts = max(max_cuts, cuts)

    return max_cuts


assert part3("1,5,2,6,8,4,1,7,3,6", 8) == 7
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