Day 13: Claw Contraption
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FAQ
- What is this?: Here is a post with a large amount of details: https://programming.dev/post/6637268
- Where do I participate?: https://adventofcode.com/
- Is there a leaderboard for the community?: We have a programming.dev leaderboard with the info on how to join in this post: https://programming.dev/post/6631465
I have nothing. I hate Diophantine equations. That is all I have to say today.
(edit) I came back to it after a 24 hour break. All that nonsense about scoring multiple results really took me in yesterday.
import 'dart:math'; import 'package:collection/collection.dart'; List<List<Point<int>>> getMachines(List<String> lines) => lines .splitBefore((e) => e == '') .map((m) => m .whereNot((e) => e.isEmpty) .map((l) => RegExp(r'(\d+)') .allMatches(l) .map((m) => int.parse(m.group(0)!)) .toList()) .map((pr) => Point(pr.first, pr.last)) .toList()) .toList(); bool isInteger(num n) => (n - n.round()).abs() < 0.00001; int cost(Point a, Point b, Point goal) { var resA = (goal.x * b.y - goal.y * b.x) / (a.x * b.y - a.y * b.x); var resB = (a.x * goal.y - a.y * goal.x) / (a.x * b.y - a.y * b.x); return (isInteger(resA) && isInteger(resB)) ? resA.round() * 3 + resB.round() * 1 : 0; } int solve(mx, p) => [for (var m in mx) cost(m[0], m[1], m[2] + p)].sum; const large = Point(10000000000000, 10000000000000); part1(List<String> lines) => solve(getMachines(lines), Point(0, 0)); part2(List<String> lines) => solve(getMachines(lines), large);
Well done! I like how you’re just looking for four integers instead of bothering with parsing the rest of the line.
I thought that would be easier but then ended up with that monstrous function, but that’s all that’s left of yesterday’s terrible mess, so it stays :-)
Haskell
Pen and Paper solved these equations for me.
import Control.Arrow import qualified Data.Char as Char import qualified Data.List as List import qualified Data.Maybe as Maybe window6 :: [Int] -> [[Int]] window6 [] = [] window6 is = List.splitAt 6 >>> second window6 >>> uncurry (:) $ is parse :: String -> [[Int]] parse s = window6 . map read . words . List.filter ((Char.isDigit &&& Char.isSpace) >>> uncurry (||)) $ s solveEquation (ax:ay:bx:by:tx:ty:[]) transformT | (aNum `mod` aDenom) /= 0 = Nothing | (bNum `mod` bDenom) /= 0 = Nothing | otherwise = Just (abs $ aNum `div` aDenom, abs $ bNum `div` bDenom) where tx' = transformT tx ty' = transformT ty aNum = (bx*ty') - (by*tx') aDenom = (ax*by) - (bx*ay) bNum = (ax*ty') - (ay*tx') bDenom = (ax*by) - (bx*ay) part1 = map (flip solveEquation id) >>> Maybe.catMaybes >>> map (first (*3)) >>> map (uncurry (+)) >>> sum part2 = map (flip solveEquation (+ 10000000000000)) >>> Maybe.catMaybes >>> map (first (*3)) >>> map (uncurry (+)) >>> sum main = getContents >>= print . (part1 &&& part2) . parse
(Edit: coding style)
Haskell
Whee, linear algebra! Converting between numeric types is a bit annoying in Haskell, but I’m reasonably happy with this solution.
import Control.Monad import Data.Matrix qualified as M import Data.Maybe import Data.Ratio import Data.Vector qualified as V import Text.Parsec type C = (Int, Int) readInput :: String -> [(C, C, C)] readInput = either (error . show) id . parse (machine `sepBy` newline) "" where machine = (,,) <$> coords <*> coords <*> coords coords = (,) <$> (manyTill anyChar (string ": X") >> anyChar >> num) <*> (string ", Y" >> anyChar >> num) <* newline num = read <$> many1 digit presses :: (C, C, C) -> Maybe C presses ((ax, ay), (bx, by), (px, py)) = do let m = fromIntegral <$> M.fromLists [[ax, bx], [ay, by]] m' <- either (const Nothing) Just $ M.inverse m let [a, b] = M.toList $ m' * M.colVector (fromIntegral <$> V.fromList [px, py]) guard $ denominator a == 1 guard $ denominator b == 1 return (numerator a, numerator b) main = do input <- readInput <$> readFile "input13" mapM_ (print . sum . map (\(a, b) -> 3 * a + b) . mapMaybe presses) [ input, map (\(a, b, (px, py)) -> (a, b, (10000000000000 + px, 10000000000000 + py))) input ]
Python
Execution time: ~<1 millisecond (800 microseconds on my machine)
Good old school linear algebra from middle school. we can solve this really really fast. With minimal changes from part 1!
FastCode
from time import perf_counter_ns import string def profiler(method): def wrapper_method(*args: any, **kwargs: any) -> any: start_time = perf_counter_ns() ret = method(*args, **kwargs) stop_time = perf_counter_ns() - start_time time_len = min(9, ((len(str(stop_time))-1)//3)*3) time_conversion = {9: 'seconds', 6: 'milliseconds', 3: 'microseconds', 0: 'nanoseconds'} print(f"Method {method.__name__} took : {stop_time / (10**time_len)} {time_conversion[time_len]}") return ret return wrapper_method @profiler def main(input_data): part1_total_cost = 0 part2_total_cost = 0 for machine in input_data: Ax,Ay,Bx,By,Px,Py = [ int(l[2:]) for l in machine.split() if l[-1] in string.digits ] y,r = divmod((Ay * Px - Ax * Py), (Ay * Bx - Ax * By)) if r == 0: x,r = divmod(Px - Bx * y, Ax) if r == 0: part1_total_cost += 3*x + y y,r = divmod((Ay * (Px+10000000000000) - Ax * (Py+10000000000000)), (Ay * Bx - Ax * By)) if r == 0: x,r = divmod((Px+10000000000000) - Bx * y, Ax) if r == 0: part2_total_cost += 3*x + y return part1_total_cost,part2_total_cost if __name__ == "__main__": with open('input', 'r') as f: input_data = f.read().strip().replace(',', '').split('\n\n') part_one, part_two = main(input_data) print(f"Part 1: {part_one}\nPart 2: {part_two}")
This is a really excellent, clean solution! Would you mind breaking down how the piece of linear algebra works (for a shmo like me who doesn’t remember that stuff frum school heh 😅)
https://lemmy.world/comment/13950499
take the two equations, solve for y, and make sure y is fully divisible.
It’s interesting that you’re not checking if the solution to x is a whole number. I guess the data doesn’t contain any counterexamples.
we are solving for y first. If there is a y then x is found easily.
(Ax)*x + (Bx)*y = Px
and(Ay)*x + (By)*y = Py
Because of Ax or Ay and Bx or By, lets pretend that they are not
(A*x)*x
and(A*y)*y
for both. they are just names. could be rewritten as:(Aleft)*x + (Bleft)*y = Pleft
and(Aright)*x + (Bright)*y = Pright
but I will keep them short. solving for y turns into this:
y = (Ay*Px - Ax*Py) / (Ay*Bx - Ax*By)
if mod of 1 is equal to 0 then there is a solution. We can be confident that x is also a solution, too. Could there be an edge case? I didn’t proof it, but it works flawlessly for my solution.
Thankfully, divmod does both division and mod of 1 at the same time.
Thank you so much for your explanation! I kind of found some clues looking up perp dot products & other vector math things, but this breaks it down very nicely.
I implemented your solution in rust, and part 2 failed by +447,761,194,259 (this was using signed 64-bit integers,
i64
). When I changed it to use signed 64 bit floating-pointf64
and checked that the solution forx
produces a whole number it worked.Did you run my python code as is? I would hope it works for everyone. though, I am unsure what the edge cases are, then.
I did run your code as-is in an ipython REPL to check. These were the results:
REPL session
# With unmodified `main` function & `import string` not shown In [4]: with open("inputs/day13.txt", "r") as f: ...: input_data = f.read().strip().replace(',', '').split('\n\n') ...: In [5]: part_one, part_two = main(input_data) In [6]: part_one Out[6]: 39748 In [7]: part_two Out[7]: 74926346266863 # Then I modified the function to check if x is fractional In [8]: def main(input_data): ...: part1_total_cost = 0 ...: part2_total_cost = 0 ...: for machine in input_data: ...: Ax,Ay,Bx,By,Px,Py = [ int(l[2:]) for l in machine.split() if l[-1] in string.digits ] ...: y,r = divmod((Ay * Px - Ax * Py), (Ay * Bx - Ax * By)) ...: if r == 0: ...: x = (Px - Bx * y) / Ax ...: if x % 1 == 0: ...: part1_total_cost += 3*x + y ...: y,r = divmod((Ay * (Px+10000000000000) - Ax * (Py+10000000000000)), (Ay * Bx - Ax * By)) ...: if r == 0: ...: x = ((Px+10000000000000) - Bx * y) / Ax ...: if x % 1 == 0: ...: part2_total_cost += 3*x + y ...: ...: return part1_total_cost,part2_total_cost ...: In [9]: part_one, part_two = main(input_data) In [10]: part_one Out[10]: 39748.0 In [11]: part_two Out[11]: 74478585072604.0 # Correct answer for pt 2 of my input
If you’re curious to check against my puzzle input, it’s here
Thank you again for the back & forth, and for sharing your solution!
there is exactly ONE “machine” that causes your result to be incorrect. ONLY for part 2.
Button A: X+67, Y+67 Button B: X+16, Y+73 Prize: X=4877, Y=7214
I see now what your corner case causes. so when my script solves for y first. it will be exact. BUT when you solve for x, it will be not divisible… makes sense now. I didn’t expect this. This only occurs because of part 2! so dastardly. well, that was interesting. I guess I am forced to add that extra check… rip those microsecond gains.
Ooh that is tricky of them. Good catch!
They do, if the remainder returned by divmod(…) wasn’t zero then it wouldn’t be divisble
you are right, we solve for y, but I am confident that solving for x after y would yield the correct result as long as y is fully divisible.
Haskell, 14 ms. The hardest part was the parser today. I somehow thought that the buttons could have negative values in X or Y too, so it’s a bit overcomplicated.
import Text.ParserCombinators.ReadP int, signedInt :: ReadP Int int = read <$> (many1 $ choice $ map char ['0' .. '9']) signedInt = ($) <$> choice [id <$ char '+', negate <$ char '-'] <*> int machine :: ReadP ((Int, Int), (Int, Int), (Int, Int)) machine = do string "Button A: X" xa <- signedInt string ", Y" ya <- signedInt string "\nButton B: X" xb <- signedInt string ", Y" yb <- signedInt string "\nPrize: X=" x0 <- int string ", Y=" y0 <- int return ((xa, ya), (xb, yb), (x0, y0)) machines :: ReadP [((Int, Int), (Int, Int), (Int, Int))] machines = sepBy machine (string "\n\n") calc :: ((Int, Int), (Int, Int), (Int, Int)) -> Maybe (Int, Int) calc ((ax, ay), (bx, by), (x0, y0)) = case ( (x0 * by - y0 * bx) `divMod` (ax * by - ay * bx) , (x0 * ay - y0 * ax) `divMod` (bx * ay - by * ax) ) of ((a, 0), (b, 0)) -> Just (a, b) _ -> Nothing enlarge :: (a, b, (Int, Int)) -> (a, b, (Int, Int)) enlarge (u, v, (x0, y0)) = (u, v, (10000000000000 + x0, 10000000000000 + y0)) solve :: [((Int, Int), (Int, Int), (Int, Int))] -> Int solve ts = sum [ 3 * a + b | Just (a, b) <- map calc ts ] main :: IO () main = do ts <- fst . last . readP_to_S machines <$> getContents mapM_ (print . solve) [ts, map enlarge ts]
I wasted hours on the parsing, because my regex
([0-9]*)
was giving me empty strings. Made me feel very dumb when I worked it outOops! Took me a while to spot it from your comment, too, so don’t feel too bad :)
Rust
Hardest part was parsing the input, i somehow forgot how regexes work and wasted hours.
Learning how to do matrix stuff in rust was a nice detour as well.
#[cfg(test)] mod tests { use nalgebra::{Matrix2, Vector2}; use regex::Regex; fn play_game(ax: i128, ay: i128, bx: i128, by: i128, gx: i128, gy: i128) -> i128 { for a_press in 0..100 { let rx = gx - ax * a_press; let ry = gy - ay * a_press; if rx % bx == 0 && ry % by == 0 && rx / bx == ry / by { return a_press * 3 + ry / by; } } 0 } fn play_game2(ax: i128, ay: i128, bx: i128, by: i128, gx: i128, gy: i128) -> i128 { // m * p = g // p = m' * g // |ax bx|.|a_press| = |gx| // |ay by| |b_press| |gy| let m = Matrix2::new(ax as f64, bx as f64, ay as f64, by as f64); match m.try_inverse() { None => return 0, Some(m_inv) => { let g = Vector2::new(gx as f64, gy as f64); let p = m_inv * g; let pa = p[0].round() as i128; let pb = p[1].round() as i128; if pa * ax + pb * bx == gx && pa * ay + pb * by == gy { return pa * 3 + pb; } } }; 0 } #[test] fn day13_part1_test() { let input = std::fs::read_to_string("src/input/day_13.txt").unwrap(); let re = Regex::new(r"[0-9]+").unwrap(); let games = input .trim() .split("\n\n") .map(|line| { re.captures_iter(line) .map(|x| { let first = x.get(0).unwrap().as_str(); first.parse::<i128>().unwrap() }) .collect::<Vec<i128>>() }) .collect::<Vec<Vec<i128>>>(); let mut total = 0; for game in games { let cost = play_game2(game[0], game[1], game[2], game[3], game[4], game[5]); total += cost; } // 36870 println!("{}", total); } #[test] fn day12_part2_test() { let input = std::fs::read_to_string("src/input/day_13.txt").unwrap(); let re = Regex::new(r"[0-9]+").unwrap(); let games = input .trim() .split("\n\n") .map(|line| { re.captures_iter(line) .map(|x| { let first = x.get(0).unwrap().as_str(); first.parse::<i128>().unwrap() }) .collect::<Vec<i128>>() }) .collect::<Vec<Vec<i128>>>(); let mut total = 0; for game in games { let cost = play_game2( game[0], game[1], game[2], game[3], game[4] + 10000000000000, game[5] + 10000000000000, ); total += cost; } println!("{}", total); } }
Python
I just threw linear algebra and float64 on this question and it stuck. Initially in order to decrease the numbers a bit (to save precision) I tried to find greatest common divisors for the coordinates of the target but in many cases it was 1, so that was that went down the drain. Luckily float64 was able to achieve precisions up to 1e-4 and that was enough to separate wheat from chaff. So in the end I did not have to use exact formulas for the inverse of the matrix though probably would be a more satisfying solution if I did.
import numpy as np from functools import partial from pathlib import Path cwd = Path(__file__).parent def parse_input(file_path, correction): with file_path.open("r") as fp: instructions = fp.readlines() machine_instructions = [] for ind in range(0,len(instructions)+1,4): mins = instructions[ind:ind+3] machine_instructions.append([]) for i,s in zip(range(3),['+','+','=']): machine_instructions[-1].append([int(mins[i].split(',')[0].split(s)[-1]), int(mins[i].split(',')[1].split(s)[-1])]) for i in range(2): machine_instructions[-1][-1][i] += correction return machine_instructions def solve(threshold, maxn, vectors): c = np.array([3, 1]) M = np.concat([np.array(vectors[0])[:,None], np.array(vectors[1])[:,None]],axis=1).astype(int) if np.linalg.det(M)==0: return np.nan Minv = np.linalg.inv(M) nmoves = Minv @ np.array(vectors[2]) if np.any(np.abs(nmoves - np.round(nmoves))>threshold) or\ np.any(nmoves>maxn) or np.any(nmoves<0): return np.nan return np.sum(c * (Minv @ np.array(vectors[2]))) def solve_problem(file_name, correction, maxn, threshold=1e-4): # correction 0 or 10000000000000 # maxn 100 or np.inf machine_instructions = parse_input(Path(cwd, file_name), correction) _solve = partial(solve, threshold, maxn) tokens = list(map(_solve, machine_instructions)) return int(np.nansum(list(tokens)))
C#
public partial class Day13 : Solver { private record struct Button(int X, int Y); private record struct Machine(int X, int Y, Button A, Button B); private List<Machine> machines = []; [GeneratedRegex(@"^Button (A|B): X\+(\d+), Y\+(\d+)$")] private static partial Regex ButtonSpec(); [GeneratedRegex(@"^Prize: X=(\d+), Y=(\d+)$")] private static partial Regex PrizeSpec(); public void Presolve(string input) { var machine_specs = input.Trim().Split("\n\n").ToList(); foreach (var spec in machine_specs) { var lines = spec.Split("\n").ToList(); if (ButtonSpec().Match(lines[0]) is not { Success: true } button_a_match || ButtonSpec().Match(lines[1]) is not { Success: true } button_b_match || PrizeSpec().Match(lines[2]) is not { Success:true} prize_match) { throw new InvalidDataException($"parse error: ${lines}"); } machines.Add(new Machine( int.Parse(prize_match.Groups[1].Value), int.Parse(prize_match.Groups[2].Value), new Button(int.Parse(button_a_match.Groups[2].Value), int.Parse(button_a_match.Groups[3].Value)), new Button(int.Parse(button_b_match.Groups[2].Value), int.Parse(button_b_match.Groups[3].Value)) )); } } private string Solve(bool unit_conversion) { BigInteger total_cost = 0; foreach (var machine in machines) { long prize_x = machine.X + (unit_conversion ? 10000000000000 : 0); long prize_y = machine.Y + (unit_conversion ? 10000000000000 : 0); BigInteger det = machine.A.X * machine.B.Y - machine.B.X * machine.A.Y; if (det == 0) continue; BigInteger det_a = prize_x * machine.B.Y - machine.B.X * prize_y; BigInteger det_b = prize_y * machine.A.X - machine.A.Y * prize_x; var (a, a_rem) = BigInteger.DivRem(det_a, det); var (b, b_rem) = BigInteger.DivRem(det_b, det); if (a_rem != 0 || b_rem != 0) continue; total_cost += a * 3 + b; } return total_cost.ToString(); } public string SolveFirst() => Solve(false); public string SolveSecond() => Solve(true); }
C#
Thank goodness for high school algebra!
using System.Diagnostics; using Common; namespace Day13; static class Program { static void Main() { var start = Stopwatch.GetTimestamp(); var sampleInput = Input.ParseInput("sample.txt"); var programInput = Input.ParseInput("input.txt"); Console.WriteLine($"Part 1 sample: {Part1(sampleInput)}"); Console.WriteLine($"Part 1 input: {Part1(programInput)}"); Console.WriteLine($"Part 2 sample: {Part2(sampleInput)}"); Console.WriteLine($"Part 2 input: {Part2(programInput)}"); Console.WriteLine($"That took about {Stopwatch.GetElapsedTime(start)}"); } static object Part1(Input i) => i.Machines .Select(m => CalculateCoins(m, 100)) .Where(c => c > 0) .Sum(); static object Part2(Input i) => i.Machines .Select(m => m with { Prize = new XYValues( m.Prize.X + 10000000000000, m.Prize.Y + 10000000000000) }) .Select(m => CalculateCoins(m, long.MaxValue)) .Where(c => c > 0) .Sum(); static long CalculateCoins(Machine m, long limit) { var bBottom = (m.A.X * m.B.Y) - (m.A.Y * m.B.X); if (bBottom == 0) return -1; var bTop = (m.Prize.Y * m.A.X) - (m.Prize.X * m.A.Y); var b = bTop / bBottom; if ((b <= 0) || (b > limit)) return -1; var a = (m.Prize.X - (b * m.B.X)) / m.A.X; if ((a <= 0) || (a > limit)) return -1; var calcPrizeX = (a * m.A.X) + (b * m.B.X); var calcPrizeY = (a * m.A.Y) + (b * m.B.Y); if ((m.Prize.X != calcPrizeX) || (m.Prize.Y != calcPrizeY)) return -1; return (3 * a) + b; } } public record struct Machine(XYValues A, XYValues B, XYValues Prize); public record struct XYValues(long X, long Y); public class Input { private Input() { } public List<Machine> Machines { get; init; } public static Input ParseInput(string file) { var machines = new List<Machine>(); var lines = File.ReadAllLines(file); for(int l=0; l<lines.Length; l+=4) { machines.Add(new Machine( ParseXYValues(lines[l + 0]), ParseXYValues(lines[l + 1]), ParseXYValues(lines[l + 2]))); } return new Input() { Machines = machines, }; } private static readonly char[] XYDelimiters = ['X', 'Y', '=', '+', ',', ' ']; private static XYValues ParseXYValues(string s) { var parts = s .Substring(s.IndexOf(':') + 1) .SplitAndTrim(XYDelimiters) .Select(long.Parse) .ToArray(); return new XYValues(parts[0], parts[1]); } }
Rust
This problem is basically a linear system, which can be solved by inverting the 2x2 matrix of button distances. I put some more detail in the comments.
Solution
use std::sync::LazyLock; use regex::Regex; #[derive(Debug)] struct Machine { a: (i64, i64), b: (i64, i64), prize: (i64, i64), } impl Machine { fn tokens_100(&self) -> i64 { for b in 0..=100 { for a in 0..=100 { let pos = (self.a.0 * a + self.b.0 * b, self.a.1 * a + self.b.1 * b); if pos == self.prize { return b + 3 * a; } } } 0 } fn tokens_inv(&self) -> i64 { // If [ab] is the matrix containing our two button vectors: [ a.0 b.0 ] // [ a.1 b.1 ] // then prize = [ab] * x, where x holds the number of required button presses // for a and b, (na, nb). // By inverting [ab] we get // // x = [ab]⁻¹ * prize let det = (self.a.0 * self.b.1) - (self.a.1 * self.b.0); if det == 0 { panic!("Irregular matrix"); } let det = det as f64; // The matrix [ a b ] is the inverse of [ a.0 b.0 ] . // [ c d ] [ a.1 b.1 ] let a = self.b.1 as f64 / det; let b = -self.b.0 as f64 / det; let c = -self.a.1 as f64 / det; let d = self.a.0 as f64 / det; // Multiply [ab] * prize to get the result let na = self.prize.0 as f64 * a + self.prize.1 as f64 * b; let nb = self.prize.0 as f64 * c + self.prize.1 as f64 * d; // Only integer solutions are valid, verify rounded results: let ina = na.round() as i64; let inb = nb.round() as i64; let pos = ( self.a.0 * ina + self.b.0 * inb, self.a.1 * ina + self.b.1 * inb, ); if pos == self.prize { inb + 3 * ina } else { 0 } } fn translate(&self, tr: i64) -> Self { let prize = (self.prize.0 + tr, self.prize.1 + tr); Machine { prize, ..*self } } } impl From<&str> for Machine { fn from(s: &str) -> Self { static RE: LazyLock<(Regex, Regex)> = LazyLock::new(|| { ( Regex::new(r"Button [AB]: X\+(\d+), Y\+(\d+)").unwrap(), Regex::new(r"Prize: X=(\d+), Y=(\d+)").unwrap(), ) }); let (re_btn, re_prize) = &*RE; let mut caps = re_btn.captures_iter(s); let (_, [a0, a1]) = caps.next().unwrap().extract(); let a = (a0.parse().unwrap(), a1.parse().unwrap()); let (_, [b0, b1]) = caps.next().unwrap().extract(); let b = (b0.parse().unwrap(), b1.parse().unwrap()); let (_, [p0, p1]) = re_prize.captures(s).unwrap().extract(); let prize = (p0.parse().unwrap(), p1.parse().unwrap()); Machine { a, b, prize } } } fn parse(input: String) -> Vec<Machine> { input.split("\n\n").map(Into::into).collect() } fn part1(input: String) { let machines = parse(input); let sum = machines.iter().map(|m| m.tokens_100()).sum::<i64>(); println!("{sum}"); } const TRANSLATION: i64 = 10000000000000; fn part2(input: String) { let machines = parse(input); let sum = machines .iter() .map(|m| m.translate(TRANSLATION).tokens_inv()) .sum::<i64>(); println!("{sum}"); } util::aoc_main!();
Also on github
Uiua
Pretty much just a transcription of my Dart solution.
Data ← ⊜(⊜(⊜⋕⊸∈"0123456789")⊸≠@\n)⊸(¬⦷"\n\n")"Button A: X+94, Y+34\nButton B: X+22, Y+67\nPrize: X=8400, Y=5400\n\nButton A: X+26, Y+66\nButton B: X+67, Y+21\nPrize: X=12748, Y=12176\n\nButton A: X+17, Y+86\nButton B: X+84, Y+37\nPrize: X=7870, Y=6450\n\nButton A: X+69, Y+23\nButton B: X+27, Y+71\nPrize: X=18641, Y=10279" IsInt ← <0.00001⌵-⁅. AB ← ÷°⊂≡(/-×⇌°⊟)⊏[0_1 2_1 0_2] Cost ← /+×IsInt.×3_1AB &p /+≡Cost Data &p /+≡(Cost⍜(⊡2|+1e13))Data
Welp, got frustrated again with part one because there kept being something wrong with my totally-not-ugly loop and so came here again. I did have to change
IsInt
(and thus alsoCost
to account for different handling) for part two though because I kept getting wrong results for my input.
I’m guessing it’s because uiua didn’t see the difference between rounded and non-rounded number anymore.Here’s the updated, slightly messier version of the two functions that worked out for me in the end :D
IsInt ← ≍°⊟⍉⍜(⊙(⍉≡↙₂))(/+×)⊙⍉⁅ Cost ← /+×3_1×⟜IsInt⊸AB
Could have been done better but I’m lacking the patience for that now
Yeah, I had to fiddle with that limit before it actually worked for me, so it’s clearly quite sensitive to the data :-)
C
“The cheapest way” “the fewest tokens”, that evil chap!
I’m on a weekend trip and thought to do the puzzle in the 3h train ride but I got silly stumped on 2D line intersection*, was too stubborn to look it up, and fell asleep 🤡
When I woke up, so did the little nugget of elementary algebra somewhere far in the back of my mind. Tonight I finally got to implementing, which was smooth sailing except for this lesson I learnt:
int64 friends don’t let int64 friends play with float32s.
*) on two parts:
- how can you capture a two-dimensional problem in a linear equation (ans: use slopes), and
- what unknown was I supposed to be finding? (ans: either x or y of intersection will do)
Code
#include "common.h" static int64_t score(int ax, int ay, int bx, int by, int64_t px, int64_t py) { int64_t a,b, x; double as,bs; as = (double)ay / ax; bs = (double)by / bx; /* intersection between a (from start) and b (from end) */ x = (int64_t)round((px*bs - py) / (bs-as)); a = x / ax; b = (px-x) / bx; return a*ax + b*bx == px && a*ay + b*by == py ? a*3 + b : 0; } int main(int argc, char **argv) { int ax,ay, bx,by; int64_t p1=0,p2=0, px,py; if (argc > 1) DISCARD(freopen(argv[1], "r", stdin)); while (scanf( " Button A: X+%d, Y+%d" " Button B: X+%d, Y+%d" " Prize: X=%"SCNd64", Y=%"SCNd64, &ax, &ay, &bx, &by, &px, &py) == 6) { p1 += score(ax,ay, bx,by, px,py); p2 += score(ax,ay, bx,by, px + 10000000000000LL, py + 10000000000000LL); } printf("13: %"PRId64" %"PRId64"\n", p1, p2); return 0; }
Line intersection is a nice way of looking at it. My immediate thought was “change of basis”.
J
I think this puzzle is a bit of a missed opportunity. They could have provided inputs with no solution or with a line of solutions, so that the cost optimization becomes meaningful. As it is, you just have to carry out Cramer’s rule in extended precision rational arithmetic.
load 'regex' data_file_name =: '13.data' raw =: cutopen fread data_file_name NB. a b sublist y gives elements [a..b) of y sublist =: ({~(+i.)/)~"1 _ parse_button =: monad define match =. 'X\+([[:digit:]]+), Y\+([[:digit:]]+)' rxmatch y ". (}. match) sublist y ) parse_prize =: monad define match =. 'X=([[:digit:]]+), Y=([[:digit:]]+)' rxmatch y ". (}. match) sublist y ) parse_machine =: monad define 3 2 $ (parse_button >0{y), (parse_button >1{y), (parse_prize >2{y) ) NB. x: converts to extended precision, which gives us rational arithmetic machines =: x: (parse_machine"1) _3 ]\ raw NB. A machine is represented by an array 3 2 $ ax ay bx by tx ty, where button NB. A moves the claw by ax ay, button B by bx by, and the target is at tx ty. NB. We are looking for nonnegative integer solutions to ax*a + bx*b = tx, NB. ay*a + by*b = ty; if there is more than one, we want the least by the cost NB. function 3*a + b. solution_rank =: monad define if. 0 ~: -/ . * }: y do. 0 NB. system is nonsingular elseif. */ (=/"1) 2 ]\ ({. % {:) |: y do. 1 NB. one equation is a multiple of the other else. _1 end. ) NB. solve0 yields the cost of solving a machine of solution rank 0 solve0 =: monad define d =. -/ . * }: y a =. (-/ . * 2 1 { y) % d b =. (-/ . * 0 2 { y) % d if. (a >: 0) * (a = <. a) * (b >: 0) * (b = <. b) do. b + 3 * a else. 0 end. ) NB. there are actually no machines of solution rank _1 or 1 in the test set result1 =: +/ solve0"_1 machines machines2 =: machines (+"2) 3 2 $ 0 0 0 0 10000000000000 10000000000000 NB. there are no machines of solution rank _1 or 1 in the modified set either result2 =: +/ solve0"_1 machines2
Ooh, Cramer’s rule is new to me. That will come in handy if I can remember it next year!
Nim
I’m embarrasingly bad with math. Couldn’t have solved this one without looking up the solution. =C
type Vec2 = tuple[x,y: int64] const PriceA = 3 PriceB = 1 ErrorDelta = 10_000_000_000_000 proc isInteger(n: float): bool = n.round().almostEqual(n) proc `+`(a: Vec2, b: int): Vec2 = (a.x + b, a.y + b) proc solveEquation(a, b, prize: Vec2): int = let res_a = (prize.x*b.y - prize.y*b.x) / (a.x*b.y - a.y*b.x) let res_b = (a.x*prize.y - a.y*prize.x) / (a.x*b.y - a.y*b.x) if res_a.isInteger and res_b.isInteger: res_a.int * PriceA + res_b.int * PriceB else: 0 proc solve(input: string): AOCSolution[int, int] = let chunks = input.split("\n\n") for chunk in chunks: let lines = chunk.splitLines() let partsA = lines[0].split({' ', ',', '+'}) let partsB = lines[1].split({' ', ',', '+'}) let partsC = lines[2].split({' ', ',', '='}) let a = (parseBiggestInt(partsA[3]), parseBiggestInt(partsA[6])) let b = (parseBiggestInt(partsB[3]), parseBiggestInt(partsB[6])) let c = (parseBiggestInt(partsC[2]), parseBiggestInt(partsC[5])) result.part1 += solveEquation(a,b,c) result.part2 += solveEquation(a,b,c+ErrorDelta)