from collections import deque from itertools import product from tools.aoc import AOCDay from typing import Any from tqdm import tqdm class Valve: def __init__(self, name: str, flowrate: int) -> None: self.name = name self.flowrate = flowrate self.tunnels = [] def get_openable_valve_tunnels(valve: Valve, open_valves: set, time_remaining: int) -> set: tunnels = set() queue = deque() visited = set() queue.append((0, valve)) while queue: d, v = queue.popleft() if v.name in visited: continue visited.add(v.name) if v.name not in open_valves and v.flowrate > 0 and d + 2 <= time_remaining: tunnels.add((d, v)) for x in v.tunnels: queue.append((d + 1, x)) return tunnels def get_max_flow(valve: Valve, open_valves: set, time_remaining: int = 30) -> int: max_flow = 0 ov = get_openable_valve_tunnels(valve, open_valves, time_remaining) if time_remaining <= 0 or not ov: return 0 for d, v in ov: this_open_valves = open_valves.copy() if d + 2 > time_remaining: continue this_open_valves.add(v.name) this_open_flow = v.flowrate * (time_remaining - d - 1) this_flow = get_max_flow(v, this_open_valves, time_remaining - d - 1) if this_flow + this_open_flow > max_flow: max_flow = this_flow + this_open_flow return max_flow def get_max_flow_double(valve1: Valve, valve2: Valve, open_valves: set, DP: dict, time_remaining_1: int = 26, time_remaining_2: int = 26, depth: int = 0) -> int: dp_key = valve1.name + valve2.name + "%02d" % time_remaining_1 + "%02d" % time_remaining_2 + "".join(list(sorted(open_valves))) dp_key2 = valve2.name + valve1.name + "%02d" % time_remaining_1 + "%02d" % time_remaining_2 + "".join(list(sorted(open_valves))) if dp_key in DP: return DP[dp_key] if time_remaining_1 <= 0 and time_remaining_2 <= 0: return 0 ov1 = get_openable_valve_tunnels(valve1, open_valves, time_remaining_1) ov2 = get_openable_valve_tunnels(valve2, open_valves, time_remaining_2) if not ov1 and not ov2: return 0 if not ov1: ov1 = {(99, valve1)} if not ov2: ov2 = {(99, valve2)} permut = product(ov1, ov2) if depth == 0: pbar = tqdm(total=210) max_flow = 0 for v1, v2 in permut: if v1[1].name == v2[1].name: continue if depth == 0: pbar.update(1) this_open_values = open_valves.copy() d1, tv1 = v1 d2, tv2 = v2 this_open_flow = 0 if d1 + 2 <= time_remaining_1: this_open_values.add(tv1.name) this_open_flow += tv1.flowrate * (time_remaining_1 - d1 - 1) else: tv1 = valve1 if d2 + 2 <= time_remaining_2: this_open_values.add(tv2.name) this_open_flow += tv2.flowrate * (time_remaining_2 - d2 - 1) else: tv2 = valve2 this_flow_rate = get_max_flow_double(tv1, tv2, this_open_values, DP, time_remaining_1 - d1 - 1, time_remaining_2 - d2 - 1, depth + 1) if this_flow_rate + this_open_flow > max_flow: max_flow = this_flow_rate + this_open_flow if depth == 0: pbar.close() DP[dp_key] = max_flow DP[dp_key2] = max_flow return max_flow class Day(AOCDay): inputs = [ [ (1651, "input16_test"), (1850, "input16"), ], [ (1707, "input16_test"), (2306, "input16"), ] ] def get_valve_graph(self) -> Valve: valves = {} for line in self.getInput(): p = line.split(" ") valve_name = p[1] flowrate = int(p[4][5:-1]) tunnels = "".join(p[9:]).split(",") valves[valve_name] = Valve(valve_name, flowrate) valves[valve_name].tunnels = tunnels for valve in valves.values(): valve.tunnels = [valves[x] for x in valve.tunnels] for valve in valves.values(): for v in valve.tunnels: if valve not in v.tunnels: v.tunnels.append(valve) return valves["AA"] def part1(self) -> Any: return get_max_flow(self.get_valve_graph(), set()) def part2(self) -> Any: root = self.get_valve_graph() return get_max_flow_double(root, root, set(), {}) if __name__ == '__main__': day = Day(2022, 16) day.run(verbose=True)