Final a bit better.

2021/day1.py

@@ -0,0 +1,14 @@
+import sys
+
+lines = sys.stdin.read().splitlines()
+
+values = [int(line) for line in lines]
+
+# part 1
+answer_1 = sum(v2 > v1 for v1, v2 in zip(values[:-1], values[1:]))
+print(f"answer 1 is {answer_1}")
+
+# part 2
+runnings = [sum(values[i : i + 3]) for i in range(len(values) - 2)]
+answer_2 = sum(v2 > v1 for v1, v2 in zip(runnings[:-1], runnings[1:]))
+print(f"answer 2 is {answer_2}")

2021/day10.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day11.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day12.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day13.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day14.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day15.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day16.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day17.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day18.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day19.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day2.py

@@ -0,0 +1,40 @@
+import sys
+from math import prod
+from typing import Literal, cast
+
+lines = sys.stdin.read().splitlines()
+
+commands = [
+    (cast(Literal["forward", "up", "down"], (p := line.split())[0]), int(p[1]))
+    for line in lines
+]
+
+
+def depth_and_position(use_aim: bool):
+    aim, pos, depth = 0, 0, 0
+    for command, value in commands:
+        d_depth = 0
+        match command:
+            case "forward":
+                pos += value
+                depth += value * aim
+            case "up":
+                d_depth = -value
+            case "down":
+                d_depth = value
+
+        if use_aim:
+            aim += d_depth
+        else:
+            depth += value
+
+    return depth, pos
+
+
+# part 1
+answer_1 = prod(depth_and_position(False))
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = prod(depth_and_position(True))
+print(f"answer 2 is {answer_2}")

2021/day20.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day21.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day22.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day23.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day24.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day25.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/day3.py

@@ -0,0 +1,39 @@
+import sys
+from collections import Counter
+from typing import Literal
+
+
+def generator_rating(
+    values: list[str], most_common: bool, default: Literal["0", "1"]
+) -> str:
+    index = 0
+    most_common_idx = 0 if most_common else 1
+
+    while len(values) > 1:
+        cnt = Counter(value[index] for value in values)
+        bit = cnt.most_common(2)[most_common_idx][0]
+        if cnt["0"] == cnt["1"]:
+            bit = default
+        values = [value for value in values if value[index] == bit]
+        index += 1
+
+    return values[0]
+
+
+lines = sys.stdin.read().splitlines()
+
+
+# part 1
+most_and_least_common = [
+    tuple(Counter(line[col] for line in lines).most_common(2)[m][0] for m in range(2))
+    for col in range(len(lines[0]))
+]
+gamma_rate = int("".join(most for most, _ in most_and_least_common), base=2)
+epsilon_rate = int("".join(least for _, least in most_and_least_common), base=2)
+print(f"answer 1 is {gamma_rate * epsilon_rate}")
+
+# part 2
+oxygen_generator_rating = int(generator_rating(lines, True, "1"), base=2)
+co2_scrubber_rating = int(generator_rating(lines, False, "0"), base=2)
+answer_2 = oxygen_generator_rating * co2_scrubber_rating
+print(f"answer 2 is {answer_2}")

2021/day4.py

@@ -0,0 +1,45 @@
+import sys
+
+import numpy as np
+
+lines = sys.stdin.read().splitlines()
+
+numbers = [int(c) for c in lines[0].split(",")]
+
+boards = np.asarray(
+    [
+        [[int(c) for c in line.split()] for line in lines[start : start + 5]]
+        for start in range(2, len(lines), 6)
+    ]
+)
+
+# (round, score) for each board (-1 when not found)
+winning_rounds: list[tuple[int, int]] = [(-1, -1) for _ in range(len(boards))]
+marked = np.zeros_like(boards, dtype=bool)
+
+for round, number in enumerate(numbers):
+    # mark boards
+    marked[boards == number] = True
+
+    # check each board for winning
+    for index in range(len(boards)):
+        if winning_rounds[index][0] > 0:
+            continue
+
+        if np.any(np.all(marked[index], axis=0) | np.all(marked[index], axis=1)):
+            winning_rounds[index] = (
+                round,
+                number * int(np.sum(boards[index][~marked[index]])),
+            )
+
+    # all boards are winning - break
+    if np.all(marked.all(axis=1) | marked.all(axis=2)):
+        break
+
+# part 1
+(_, score) = min(winning_rounds, key=lambda w: w[0])
+print(f"answer 1 is {score}")
+
+# part 2
+(_, score) = max(winning_rounds, key=lambda w: w[0])
+print(f"answer 2 is {score}")

2021/day5.py

@@ -0,0 +1,48 @@
+import sys
+
+import numpy as np
+
+lines: list[str] = sys.stdin.read().splitlines()
+
+sections: list[tuple[tuple[int, int], tuple[int, int]]] = [
+    (
+        (
+            int(line.split(" -> ")[0].split(",")[0]),
+            int(line.split(" -> ")[0].split(",")[1]),
+        ),
+        (
+            int(line.split(" -> ")[1].split(",")[0]),
+            int(line.split(" -> ")[1].split(",")[1]),
+        ),
+    )
+    for line in lines
+]
+
+np_sections = np.array(sections).reshape(-1, 4)
+
+x_min, x_max, y_min, y_max = (
+    min(np_sections[:, 0].min(), np_sections[:, 2].min()),
+    max(np_sections[:, 0].max(), np_sections[:, 2].max()),
+    min(np_sections[:, 1].min(), np_sections[:, 3].min()),
+    max(np_sections[:, 1].max(), np_sections[:, 3].max()),
+)
+
+counts_1 = np.zeros((y_max + 1, x_max + 1), dtype=int)
+counts_2 = counts_1.copy()
+
+for (x1, y1), (x2, y2) in sections:
+    x_rng = range(x1, x2 + 1, 1) if x2 >= x1 else range(x1, x2 - 1, -1)
+    y_rng = range(y1, y2 + 1, 1) if y2 >= y1 else range(y1, y2 - 1, -1)
+
+    if x1 == x2 or y1 == y2:
+        counts_1[list(y_rng), list(x_rng)] += 1
+        counts_2[list(y_rng), list(x_rng)] += 1
+    elif abs(x2 - x1) == abs(y2 - y1):
+        for i, j in zip(y_rng, x_rng):
+            counts_2[i, j] += 1
+
+answer_1 = (counts_1 >= 2).sum()
+print(f"answer 1 is {answer_1}")
+
+answer_2 = (counts_2 >= 2).sum()
+print(f"answer 2 is {answer_2}")

2021/day6.py

@@ -0,0 +1,21 @@
+import sys
+
+values = [int(c) for c in sys.stdin.read().strip().split(",")]
+
+days = 256
+lanterns = {day: 0 for day in range(days)}
+for value in values:
+    for day in range(value, days, 7):
+        lanterns[day] += 1
+
+for day in range(days):
+    for day2 in range(day + 9, days, 7):
+        lanterns[day2] += lanterns[day]
+
+# part 1
+answer_1 = sum(v for k, v in lanterns.items() if k < 80) + len(values)
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = sum(lanterns.values()) + len(values)
+print(f"answer 2 is {answer_2}")

2021/day7.py

@@ -0,0 +1,21 @@
+import sys
+
+import numpy as np
+
+positions = np.asarray([int(c) for c in sys.stdin.read().strip().split(",")])
+
+min_position, max_position = positions.min(), positions.max()
+
+# part 1
+answer_1 = min(
+    np.sum(np.abs(positions - position))
+    for position in range(min_position, max_position + 1)
+)
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = min(
+    np.sum(abs(positions - position) * (abs(positions - position) + 1) // 2)
+    for position in range(min_position, max_position + 1)
+)
+print(f"answer 2 is {answer_2}")

2021/day8.py

@@ -0,0 +1,87 @@
+import itertools
+import os
+import sys
+
+VERBOSE = os.getenv("AOC_VERBOSE") == "True"
+
+digits = {
+    "abcefg": 0,
+    "cf": 1,
+    "acdeg": 2,
+    "acdfg": 3,
+    "bcdf": 4,
+    "abdfg": 5,
+    "abdefg": 6,
+    "acf": 7,
+    "abcdefg": 8,
+    "abcdfg": 9,
+}
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+lengths = {len(k) for k, v in digits.items() if v in (1, 4, 7, 8)}
+answer_1 = sum(
+    len(p) in lengths for line in lines for p in line.split("|")[1].strip().split()
+)
+print(f"answer 1 is {answer_1}")
+
+# part 2
+values: list[int] = []
+
+for line in lines:
+    parts = line.split("|")
+    broken_digits = sorted(parts[0].strip().split(), key=len)
+
+    per_length = {
+        k: list(v)
+        for k, v in itertools.groupby(sorted(broken_digits, key=len), key=len)
+    }
+
+    # a can be found immediately
+    a = next(u for u in per_length[3][0] if u not in per_length[2][0])
+
+    # c and f have only two possible values corresponding to the single entry of
+    # length 2
+    cf = list(per_length[2][0])
+
+    # the only digit of length 4 contains bcdf, so we can deduce bd by removing cf
+    bd = [u for u in per_length[4][0] if u not in cf]
+
+    # the 3 digits of length 5 have a, d and g in common
+    adg = [u for u in per_length[5][0] if all(u in pe for pe in per_length[5][1:])]
+
+    # we can remove a
+    dg = [u for u in adg if u != a]
+
+    # we can deduce d and g
+    d = next(u for u in dg if u in bd)
+    g = next(u for u in dg if u != d)
+
+    # then b
+    b = next(u for u in bd if u != d)
+
+    # f is in the three 6-length digits, while c is only in 2
+    f = next(u for u in cf if all(u in p for p in per_length[6]))
+
+    # c is not f
+    c = next(u for u in cf if u != f)
+
+    # e is the last one
+    e = next(u for u in "abcdefg" if u not in {a, b, c, d, f, g})
+
+    mapping = dict(zip((a, b, c, d, e, f, g), "abcdefg"))
+
+    value = 0
+    for number in parts[1].strip().split():
+        digit = "".join(sorted(mapping[c] for c in number))
+        value = 10 * value + digits[digit]
+
+    if VERBOSE:
+        print(value)
+
+    values.append(value)
+
+
+answer_2 = sum(values)
+print(f"answer 2 is {answer_2}")

2021/day9.py

@@ -0,0 +1,13 @@
+import sys
+from collections import defaultdict
+from dataclasses import dataclass
+
+lines = sys.stdin.read().splitlines()
+
+# part 1
+answer_1 = ...
+print(f"answer 1 is {answer_1}")
+
+# part 2
+answer_2 = ...
+print(f"answer 2 is {answer_2}")

2021/inputs/day4.txt

@@ -0,0 +1,601 @@
+46,12,57,37,14,78,31,71,87,52,64,97,10,35,54,36,27,84,80,94,99,22,0,11,30,44,86,59,66,7,90,21,51,53,92,8,76,41,39,77,42,88,29,24,60,17,68,13,79,67,50,82,25,61,20,16,6,3,81,19,85,9,28,56,75,96,2,26,1,62,33,63,32,73,18,48,43,65,98,5,91,69,47,4,38,23,49,34,55,83,93,45,72,95,40,15,58,74,70,89
+
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+
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2021/inputs/day5.txt

@@ -0,0 +1,500 @@
+657,934 -> 657,926
+130,34 -> 570,474
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+558,569 -> 834,845
+655,533 -> 558,630
+967,921 -> 967,169
+230,308 -> 429,308
+873,762 -> 873,528
+412,151 -> 412,538
+881,587 -> 881,21
+941,45 -> 26,960
+377,126 -> 700,126

2021/inputs/day6.txt

@@ -0,0 +1 @@
+2,3,1,3,4,4,1,5,2,3,1,1,4,5,5,3,5,5,4,1,2,1,1,1,1,1,1,4,1,1,1,4,1,3,1,4,1,1,4,1,3,4,5,1,1,5,3,4,3,4,1,5,1,3,1,1,1,3,5,3,2,3,1,5,2,2,1,1,4,1,1,2,2,2,2,3,2,1,2,5,4,1,1,1,5,5,3,1,3,2,2,2,5,1,5,2,4,1,1,3,3,5,2,3,1,2,1,5,1,4,3,5,2,1,5,3,4,4,5,3,1,2,4,3,4,1,3,1,1,2,5,4,3,5,3,2,1,4,1,4,4,2,3,1,1,2,1,1,3,3,3,1,1,2,2,1,1,1,5,1,5,1,4,5,1,5,2,4,3,1,1,3,2,2,1,4,3,1,1,1,3,3,3,4,5,2,3,3,1,3,1,4,1,1,1,2,5,1,4,1,2,4,5,4,1,5,1,5,5,1,5,5,2,5,5,1,4,5,1,1,3,2,5,5,5,4,3,2,5,4,1,1,2,4,4,1,1,1,3,2,1,1,2,1,2,2,3,4,5,4,1,4,5,1,1,5,5,1,4,1,4,4,1,5,3,1,4,3,5,3,1,3,1,4,2,4,5,1,4,1,2,4,1,2,5,1,1,5,1,1,3,1,1,2,3,4,2,4,3,1

2021/inputs/day7.txt

@@ -0,0 +1 @@
+1101,1,29,67,1102,0,1,65,1008,65,35,66,1005,66,28,1,67,65,20,4,0,1001,65,1,65,1106,0,8,99,35,67,101,99,105,32,110,39,101,115,116,32,112,97,115,32,117,110,101,32,105,110,116,99,111,100,101,32,112,114,111,103,114,97,109,10,209,573,1277,704,518,276,196,62,1226,170,58,1450,101,65,99,435,986,1437,1570,35,354,247,110,105,139,1209,23,1074,339,69,483,21,33,323,1348,111,2,270,1239,316,529,1680,1056,1960,257,1009,1073,59,425,1181,198,31,299,771,53,817,728,931,72,517,39,279,304,401,1271,533,1551,133,297,162,902,370,985,643,1217,78,16,380,223,177,600,349,12,776,26,1738,526,85,1542,111,844,93,595,1545,873,836,422,180,1187,329,231,1521,54,162,212,471,1329,156,1299,160,541,676,67,200,22,24,76,242,178,1093,1173,818,1380,284,335,642,1047,112,271,541,927,52,983,238,116,135,871,400,436,1094,684,249,263,303,24,437,813,32,45,19,620,57,866,44,68,277,1112,110,77,1481,437,302,678,541,904,322,13,186,1474,836,43,1020,201,1586,1169,1149,470,535,55,879,133,1229,106,989,1023,256,103,56,401,667,557,98,288,694,286,237,1661,933,1063,20,227,80,815,289,1414,234,517,227,616,829,191,1211,92,591,279,22,139,67,214,60,145,468,10,521,807,1243,76,163,190,122,804,88,383,319,1127,399,376,423,304,126,10,297,377,1103,691,139,70,519,16,15,43,397,468,1183,90,28,1262,151,1448,62,64,1072,386,1330,1313,12,100,657,28,55,612,337,1865,704,263,565,249,564,565,1218,40,1146,150,718,1253,228,120,713,925,159,36,1087,1023,1490,316,540,1124,1127,781,417,656,0,174,1006,529,389,86,90,78,403,1500,253,35,655,650,933,815,108,168,321,345,147,251,258,25,173,243,740,48,476,1507,634,425,738,160,1415,395,448,156,636,1967,516,316,628,810,817,26,20,753,22,1133,352,204,211,47,22,874,43,12,18,1015,779,108,579,251,1398,33,1507,93,274,904,221,1062,868,3,363,42,14,435,62,1508,540,64,267,1690,418,205,502,152,142,414,178,50,344,780,81,635,128,355,239,1708,1814,29,251,624,22,38,789,948,186,529,895,76,150,416,502,975,1216,456,862,522,1149,131,10,121,1353,313,568,595,6,318,633,331,1652,656,214,21,35,289,80,860,229,244,1188,350,594,424,235,327,6,1083,40,134,839,279,172,1452,197,47,2,73,607,238,1151,844,533,110,1207,125,129,16,1000,965,236,228,497,589,111,1245,453,179,956,116,212,47,497,380,574,355,799,209,384,47,449,688,312,748,1531,1092,23,1001,69,155,924,1352,163,1561,743,609,1261,1231,32,1,739,513,300,370,36,568,89,487,201,11,146,274,163,1029,829,469,299,118,732,769,120,1093,776,610,1944,90,67,494,831,88,227,1257,344,662,401,310,664,56,94,183,935,179,643,4,1083,567,1525,208,204,899,123,36,438,1171,265,1406,177,202,1398,631,444,385,589,29,124,96,237,374,793,794,502,665,287,575,113,305,157,465,376,66,662,77,595,75,141,243,254,30,5,622,140,443,566,360,192,1531,1113,1299,598,147,469,732,1565,409,1380,550,173,232,361,131,99,37,547,132,1779,193,228,664,553,568,389,1069,58,71,610,738,624,261,491,158,105,416,131,198,35,823,9,313,6,429,1492,290,313,272,281,427,280,661,141,54,383,3,130,43,418,2,1040,1051,1006,38,151,1325,1357,117,1473,175,201,613,1458,1218,588,169,228,565,901,420,42,117,110,442,9,99,1685,979,84,35,129,248,1,21,360,123,203,1320,1200,209,510,362,106,148,313,292,63,842,93,88,134,720,565,156,118,983,119,1451,757,736,445,466,226,265,573,612,652,170,225,32,1049,1332,366,1375,692,270,388,321,1153,909,1266,93,5,495,377,212,429,90,199,278,631,693,63,816,395,281,315,0,737,575,121,865,1,485,262,49,804,518,109,600,358,221,14,370,450,947,448,67,576,22,1266,226,100,10,607,620,295,568,316,51,687,199,1478,45,489,1878,1035,298,219,363,85,664,1290,492,70,644,78,163,100,102,465,732,439,93,25,847,297,172,361,393,304,461,583,122,121,762,58,112,85,142,48,193,1617,386,685,1054,584,488,394,665,277,263,596,290,1231,171,1394,9,1218,77,54,487,182,528,695,662,413,345,51,690,1702,203,1500,461,1755,190,371,1122,1614,324,238,569,1482,15,711,1332,700,437,242,174,642,660,987,1232,121,620,17,389,22,105,847,36,251,285,1238,162,1227,1473,411,66,258,377,1135,438,117,664,281,1070,301,132,256,498,172,194,103,662,606,342,340,1501,802,549,380,58,179,361

2021/inputs/day8.txt

@@ -0,0 +1,200 @@
+caebgd dagc eabgd aebfgc fbdacge edg dg dbgcef eabfd cgeba | gbcdae dagc acgd gd
+fgcbed bcedga cafb acgfd cgabd cgf dfaeg dfbcga bceagdf fc | cf gdfea fdagbc dfacg
+gaed egcbdf edagcf fcaegdb facge afg ga ecbaf fgced fgdabc | cgeaf gfa ga efbac
+cbdeg cbgeadf cgdfa cgdbae decgf efg cebf egbfdc fgbead ef | fge gfe dcegabf gdcfe
+bacd cgdbe ecgbf cd cde degba cfaegd gfadbe gbdace baegcdf | cfgdea dce bacd cabd
+gdbafc cedagb cebga bc edcb gbdefa cebgdaf agfce acb bgdae | afgedb bdce dabeg dbec
+fadce bad edafbc cgbfa edcagf dacbge dfabc bgecadf edbf bd | efbd baegdc dab db
+fcaed eb afcdge cfbae gacbf edab becgdaf gcedbf efb bdecaf | be gadbfec eb cedfa
+cdgbea ebcga feacb age ge afcdgb faegdc acbgd agcfdbe bdeg | gedcab dcagb gea edbg
+eda bgeaf eabdcg ad ebgdacf egdfac ecdbfg dcfge acdf dagfe | ad ad da beagf
+cegfa bf ecfabd fgcb egcafd ebfga bgade afb eagbfc dgfbeca | bcegaf fcgb adgbe bcgf
+fegacb dbagc gdcae fbcd bc dfbgca gdbfa cgb adefbg ecdabgf | cgb fbgdac cabfdg acdeg
+gfbead cfbgea cfeb bf agcfb baf cdgaf begacd aebcg acgdfbe | fab gdcbeaf afcbeg bfa
+df acgbf bedag gecbdf dgefacb fdagb gfadeb fbd abgecd efad | bcafg cafdgeb bdf fd
+defbc dg gadc caebdfg bceagf gecba adegbf ebagdc gecdb dbg | bfgdea aefbdcg dgb dbceg
+cegbd cafegb gedcab gcebdf ecdf dfbag fbgde ef efg fbaecgd | fedc ef fdec ebagcf
+dbfag gabdcf dfgbeac efdcag gbcfe ed efbadg efd bade efbgd | bagfd def ed efgbda
+gafbcde gfbdc fc geafbc cgf ecdfgb cfde dbgac gdfeb gedabf | fced gfc cdbag gfc
+ef adbefg efdbc cfabd fcea fbe cebdg cbfgda abecfd dagbefc | degcbaf ef fecdagb dafebc
+acdbf abefgd ea dgcfe acedgf agec faedcgb afe gcbdfe fecad | geca gebadfc fgeabcd efdca
+agfecd acbg aefdb bg gdcfa gdafb cebdagf gfb dgcafb cgbefd | fbg dgafc fbg bafdg
+db ebafd dcafeg bcedag eafgb bcdf ecafd adb eabdfc cdbgaef | bgafe dfbea bd daefc
+egfacd cegfa afbdg facgbe de dfegbc cdae edafg egd ecdfbga | edg defcga aegfc de
+abdgfce begca egcbf ag gdafbc afge fbdcge daecb cefabg cag | gbfced ga cgedbfa ag
+faed abcedf eafdbcg aebcf cbagf cgebda ef fbe cbgfde bdcae | afbcg dafe fbe fbe
+bcea cfdae dcafeb ab cfbdg dgeabf afbcd baf fdacge gacfdbe | baf decgfab fab abce
+dbeacg agefcd agbefdc cagfe ae aeg aedf gdafc bfceg bacdfg | gea begcf fdcage ea
+cagdeb ca bcfgad badgef cbaf cgbefad adc fcdga gdfec bfagd | aecbdfg afcb ac bcfa
+bc begda gebfcad bfcd dbeac abdfce dcafe cbe cafdge bgcfae | bcdf ebdga gbfecda bce
+dfacgb edbcg gfedab egfab bac begac fcea ca dgfcabe ebacfg | bac cba bgcde ca
+fgacbe dgeba agebf afb fbcaed eafcgd fb dfegacb bgfc cfgea | cfegabd ceafg bf cbadef
+fgcab ceabdgf fdabc da gdabcf gdcaeb ecfbag fadg cdbef acd | fagd gfad fcbgae adgf
+afbgecd cedga cdfb ebgdcf gbfade bcfeag cedgb efgbc bd gdb | fedbcg cefdbg edcag dgb
+bfcga gfadb egcadf cbeagfd bdfeag bcfegd bd edgaf dbae dfb | bfgadec dfb bfd cbfga
+cbegad bacde eafdb bcgea cad cfgadb cd gced fgedcab bfecag | fdgbeac eacbdfg acdbe abdfe
+cebaf dcegbaf edfgab cabgfe bafeg cgaf aegbdc cea febdc ca | ac ac ca cfga
+db bfd ecdfg febdc debfac egdfab cadb efgacb defacgb bcfae | edbcagf bd debfac fdb
+egfdcab dcgbe dacgef fbad bafcge ab degfa ebfgad gbdea gab | ba fabgecd ab agedbf
+afbc efadc efcgabd dfbeac ac bdgeac cfgbed afgde cfdbe dac | ac fegcdb afedc facb
+acbde cgfdea cdbge cfbdea abd ab gacbdfe fdcgab acefd fabe | fbae dagefbc aefbcgd dba
+cedbfga dabecf afbge fab ecbfdg gedfba fbgde cbeag dfag af | beafg acbfed fa gdaf
+ecbgfa eab agdfebc adbg gdfbe dfgecb dabfe afced bagfde ab | bdag gdba dfbge gbda
+egfdac eadbg gfdab bcdega ae egabdfc cdfbeg dae gcbed bace | dgbefc gadefc ea eacb
+bgacf dgfcea cbfgeda fdab fa fag fbgadc gcbef cdabeg bcgda | gfa fag afg aedcbg
+egafdcb dcega dgfbc egdbaf ebdcg dbe eb cabdeg ceab fcdaeg | bed edcfag gadefc fcdbg
+dgcab afgb bcg dcaeb dbgcaf bg ecfdgba gafced fbcdeg cfdga | cefgdb gacfbed afdgc gbcdfa
+cgeda bafcg cgdfa dgfcae bceagd bdgface adf fd feabcd efdg | edfg gdeca cgbdfae dcfgaeb
+dbefga eadcgb gbaedcf daebc geadc bd bcgd bafec bad gaecfd | edagc abcef fceba aecdg
+bcegf cfbega bgedca befca gabecdf bgc gfca gebdf cg dcfabe | efdbg bcg acgf fecbadg
+gfcdeba dbaec ecgaf gde agedfb bcafeg gdfc dgeac dg cadefg | egfca fegac edg daebgf
+bea geadbf be efcad afecgb adfcbg cbefa fcabg gecb egbdfca | eab cbfae gbcafed cbeadgf
+adgfec bgea fbcdg be fdceba bgedc edb acged bfdceag dgbcea | decfba efcdba gbdface aedgfc
+ebgfc dcb dc ecfd fecbgd debcg bgfacd defcgab bacgef dgabe | dc adfbceg befgc cfed
+cbgdea gafc fcegd eagdfb bfdce egc efdag gdafec cg gfbceda | cg ceg dgfea cg
+fgdab egacbfd decgaf eaf edcfgb ea efdcb aefcbd eadbf abec | fdbea ea acefdb ea
+bdegcf aegfb eacd ec acfgd gfdeca fce adcfbg begafdc gcaef | acde gbefcd adce fec
+cdgfbe fdacg cegdf cebd cbeafdg efgcb aegcbf bgfead efd de | fcegdba cbde gbcadfe fed
+adfge efgbda gacfde gecfba ce feacd adbfc cgde fce dfabgce | fgcaed cgde gfaced fdeac
+ga cgaefdb dcebfg fbegac gbda acdef cdgeb gbaedc ecadg cag | bagd bgfdce cbgde dbfaecg
+gec efdabg bfgdcae dfebc agbc aefbg afgbce agecfd cg cegbf | acfdgbe cbdef abcg afbedcg
+ebcgaf cagdf afbdeg fbcda dcfbeag beacfd befca bfd bd cebd | dfb dbf feacbg gfdaecb
+ecgdfa afe gbafd bfgdac ae decbf dgebaf afbed abeg cedabfg | egab cgeabfd eadgbfc ebag
+agcfdeb fdabe gfcaeb edf cegfad badce gdbf fd gbafe fedbga | efd bfgd daecgfb cabefg
+bcdef gefcadb fdeba fdega ba bgea bgdafc efbagd dfcgae dba | ba ba edafb ebga
+acgbe age ga agebfd afcebg bdegc acfeb fgca cefdba cabegdf | ag eag afgc ag
+bacfd feb gfea dabge fegadbc adegbf fe aefdb cbdgae gdcbfe | ef ebdfcg fgdeba efb
+efgca fadbc daecgf ecbfgd gd daeg dfcagbe agfdc bafecg dgf | fgd cfeagb afegc dfg
+cgeabd cdagf dfab afcbgd dceafbg adgbc cfd df efdgcb afgec | cdf cfabdg abfd df
+bgacef acegf adgce cgbfaed dgbec gcdefa afed ad badcgf cda | ad egadc degbfac efcagd
+de ceafb bfedacg decf cbeda aed gdefab dfacbe gadcb gecbfa | acefb eda edcf ead
+fdebga dgbcef baf af caefb debcf baecg cgdfaeb dafc facdbe | af fdac fgceadb efcba
+dgbfac cabdefg ag gda dgcbf gafdb dfaeb bedgcf cafg adcebg | fgadb egfbcad fgca gfbda
+egcbfda fagbde cb egbcf fbc dcgb cdbafe fgdbe dcefbg ceafg | bfc gfcebda bcf bcf
+cfeba ag fecag feacgb eag defgc egabfd gbcafed agcb bdacef | gcfabe efcadgb ga gabc
+fgeadb gbfdace feacb ed bacfde fdbcg edca ecbdf cebgfa def | ebcfa acebdgf efd aced
+fcgad aegfdb ea bdfcea dea egfbd aebg cgbedaf begfdc fedag | geba egbfd fdagbe dcbaef
+faebdg efbca fadce bgefa fcbgae dbecfag bgcf cb ecb dgaecb | cadebgf ecb gcfb cb
+ecdf begca cbagfd ed edb dfebacg cdgfb bcedg cgbfed edagbf | de dfce gedcbf de
+badfec dfgcab gdbeafc cbf defc acefb ebdgaf cf abedf egacb | cdfe cdef fedc fc
+afcgbd fdcg fbc bgdac acbgef cf fcabd gdebca fbaed fcdageb | cf fbc cf gfcd
+cefba dbef fe gdafec dbcae fdebac bfadcge fec gceabd abcfg | gacedb debac bcaed gacfdbe
+bagfe db bdf gafdc bfgda cgefbd cafedg fcgabd fdeacbg dacb | gabdf cdgbfa bd egfbdc
+dbcaef bacfd begfcd gbafc cedbf da eabd gecdfa cda fbecgda | aedb cda efcdb adcfbe
+faebgd afcbdg gf dbacfeg gdf degfa dcfea gebda dgaceb gfbe | bgfe decaf gf edgfa
+fg aecgbfd ebcfa efabg adgeb fge egcbdf bedagf dbcaeg fagd | fg dfga gfda gafd
+cedgabf dcba ab cedaf bae cabefd fgaced fdaeb fabgec dfgeb | bedfac ab fecbga debfcag
+dec ce fcabde daefb fgabde aefc bdagc dcgfeb efcdabg caedb | gadbfec ecfa baefgd ce
+egcaf ed adbe afbcd dgfecba acbdgf edf decfab edcaf egbcfd | dgecfab eabdfcg fbdaec abed
+fea febcg eacgf ecda cdgfa agcedfb edgfba ae agcfde cbadgf | fcegb fgbaced dcafg caed
+gebfd ec dec eabc bafcged debgc fecgda fdgabc dcgabe cgadb | adegbcf gbacfed bfgcdea ce
+egfdab cad bcgad cd bcfga gfdbcea dgcaeb cedg defbac beagd | cadbfe decg cd cadfeb
+cge gadebfc fbcgae gc dagec agdeb dcefga cgdf afbecd ecfda | ebgcaf dbeag fgcdbae dgcf
+bdegca ecbdaf bfae cgdfb ebafdgc ba dfabc bac feagcd fdcea | bac ebcfadg ba ab
+gceda eab agbfedc eafcdg ab gbac bgdef gacbed dgbea cfaebd | bgfcade ba abgc bae
+gbfe eg gcfdeb daebcg bcdef cgefd cdfag fbdeac egcadfb gec | ge befgdc gce egc
+bga gbeacd cbgde gdefcab cagbdf ab beda cfbegd aecgf agecb | agfce daeb bead agb
+fedgba agecbf bc bcdf cgb febdcg ecgfabd gcade dgbec efgdb | bgedfac cb bc bc
+gfaeb bcdfe cea gfca bdacge aecbdfg fegbca ac dfgbae caefb | cfga agcf cfga cbgade
+cgeab fbegda adb dagbfec eafgbc bd bgcd adecf cegdba daebc | efbcdag gdcb bd deacfgb
+bcagd cbgde gbfad eabdgf cda ceabfd fcag cdgabf agcbdfe ca | ca ca ac cda
+agdce dageb eacdbf ecgdaf bafgd dgfacbe dgbaec bceg bea be | gceb bgdcaef edgac aedgc
+bceadf adcfeg ga dfag geacd cabegdf ceafgb gca aecfd edcbg | ag acbfde gdfa ag
+fdcegb abdfce cdega bgcad gfea cae ae bcafged fagedc fgdec | gfdce bafcde gfcdeb ae
+egbcda cebadf bfe ef bedcg bgfda fgec fedbg begcfad gdbcef | bef gcbeda ef ecgf
+egfdb cgd gdbfea cgbdf fdcba fgbdaec agbdec cg fecg cgdbfe | abgfedc fbcgd cegf gc
+cfbegd ab gbacfd agefd ceab baf acfgdeb eafbgc bfegc bagef | ba abf beca baf
+fcega fecda cbgaef fgaedb gbfc geadbc fag ecbdgaf eacgb fg | ecdfa bfgc dgebaf gcabe
+aefdcg gfdcab ab fagb dbaegcf adb faecbd gcadb fcgad ebdgc | gadcef bfdaecg fgba fgecad
+eabfc cdebf bgfca ecfbgad fbdceg aeb gceabd afde ea cbfade | abcdgef eabfc abe bdcfae
+cd dgfceab dec cbegfd gedaf adfgec ecbag fgadbe cadf cgdea | fgedbc edc dce adcgfeb
+agcdbf ecdgf adfcg agfcbed ef ecdfab efc agfe cgebd defagc | eadcfb cfdbega cef geaf
+cdbafe deacf ga dbecag fecdagb bcfge gfda caedfg gae eagfc | ga eag gfcebad cfgae
+ceadfg bdf gfbec adbe fbegd abgdfc bd gdefa gdfeba dgacefb | bagedfc facedgb fbd bd
+ecdba ecdagb gcfeda fbdaeg cfedb befcdag ca agedb abcg ace | cea fbaged eca bcag
+gfedc gdaf gaefc dcf bgcde gdeafc fcgadeb gecabf cdafbe df | fd gcaef df egfdca
+afegb cefgb eadcbg cgfbad dbecg cfde aegbcdf fcb gdebfc fc | fbcged bcf gbced aefgdcb
+ca bfeda cae ecdfgb edgcf dgceaf gbaced afcg gbeacdf aefcd | ac dfcebag cagf ace
+begcad efdagb fbgeadc fedcba aec abedg fcegb ca cgda abegc | abcfgde fgebadc bagedf gdca
+aegb cfeadb acdgf decgbf ecgdb gcfedab bgdcea ba gbdac bad | bgceda gdafc fgadc dafcbe
+fgecba aec adfe deacb ae abegdcf bcdag ecbfd gecdbf dafceb | gdcab ae edfa daef
+agfde eacg adebfg fdgcb cafdg fgdeca cfbaed ac gcadfbe acf | fca gdfae acge dbeacf
+fbagce de deg edfa fcbdg gbdcae aegfb dbgfe dgacbfe gefbad | edfa de ged bdgcf
+bacfdg cdeafgb aecbfd daefb agedc afc abdefg cebf deacf cf | gbdafc efbc cfead fc
+cegfab cdag bdc dc febad gfdbce dcaefbg gfbac dcafbg cdabf | dgafcb cdag dcbgeaf gaefdbc
+dagefb acefg afdcb gd dgfaecb facbgd bcdg gda badcfe fgacd | fbecgda cfadb gbdc fcaeg
+gfbd cfeda gabcfe db dba baefg beafd bcgdae fedcbag efbdag | dba bad ebgaf dbegfca
+cf fbdega aefbg afbcedg edgca dgbcfe gfaec febcag ecf afcb | aefbg gcaefb dbcegaf cef
+gebdaf abgd cdabfe gacefbd agfed dg ged fegac aebfd fbdcge | egd abdegcf gadb afbgde
+gcdf efdcb acfebd beagdc gd bdefg ebfcgd bdg fbega geabcfd | dgceba ecadgb adgfbce edbgf
+fdcaebg efbdgc bgdacf dcae cbdge gebaf abd edgab da bgaedc | cebagd ad da gebcda
+bfgcae cbd bcfea aedcb gbefcd cd adecfb adfc cagdfbe dbega | fcad cdabgfe dacf dcb
+becg gfbace egacfbd acbfg acdfgb aec ce bdfea cgedaf fbcea | afcbg fedagc befac aecfgd
+befa cgfed cfadb gdcfba acdfe ace edgbac fgcdbea ceafdb ae | feab eacdf bcdgafe bfae
+bcdefag dafeg fgec dgeafc gea gdfbca cgdaeb bfdea eg dgafc | eg aefcdgb ecdfag gea
+gfadb gedfb bdecgfa adbefg dcgaf abf gdcefb aebg ab bafced | gdbfe gbfed ebag cabgfde
+dbegfa acgbdf eg gcfbed gdafb bfacegd ebg aged fageb bacfe | ge gefcdba ge bgdfa
+adbgec fdceg afdgc bedf cfe fe gaecbdf faebgc gcbed fcbedg | acfdg gdeabc debf ef
+dfgbe da ecbadg dafeg fadb gfdbea dagcfbe dbgfec cfgea dga | befdg agd eafdg fabd
+bedc aefbc ceadfb fdb cbagfed fecgab dcfba gaebdf cfagd bd | db bfd bfcae adgefb
+cabedgf edbfgc gedcfa bacegf fde dgbf baced fd fedbc fegbc | fcdeb adbgefc adecgbf fde
+fged egafc ecafgd efcda dfa dfcabg becfag fd agcdfbe ecdab | dgef fd dgfe df
+deafgb gbfdc dg dbg agdc dbcafg cadfb bafced fgbce daegbfc | gbfdac afdgcb dgb gdcfb
+dfecb fabdge cegbaf fdca faecb aefcdb bdf gdbce afgcebd fd | dbf fbd edcabgf fadc
+cbf egabfdc fdcgba fabecd cf dfagb gfac adbegf cdegb bcfgd | acfg afgbed cgdfab fc
+ebdfagc bcfa gecfdb af daegbf fgcbd bcdfag egcda fgdca gfa | fcab gafcdb dbfega acfb
+adfbg eacb abfcg ecafbg gface ecfgad bc degfbc cbg gabdefc | cb gabefcd cagfebd agcbfe
+ebgad bef gacfe gceadf fb efcagbd eabfcd cegfab gbfc ebagf | cefadg fcgae fgbc ebacdgf
+dcg aged efacd cfgdae edacbf edfcg bcagdef gd fecbg dcfbag | cdeabgf gd gcd adge
+fecgda cdabefg gabfc gfacbd ecgabf cbafe bcdef ea ace bgea | egba gabe beagfdc fbcag
+bacdgf eafbd cagde becad afgcedb bc fbegad cfbe cba fcdaeb | fcbe abc dbecaf edcba
+ecbdf dagfceb abcfde cbade aebgc adb bfgead debfgc cafd ad | bad dcaf begac da
+gbae deafb fdgbea cegfd ag cdaefb cgabefd degfa dag dfcgab | baeg agefdb bcdafg cbdfga
+ebcdf gdeafbc cdgbfe eaf cdfa deafbc gedab aecfbg ebadf af | befacd ebfda af af
+cfab dcb gfedbac bc cgaedb fbdge cbfdg acgbdf gdcaf acgdfe | bc fcab afcb dbc
+edbag gebdc bedfag eacdbg bcedgfa ecab ec gaedcf bdcfg cge | ce ceab ec bdegcaf
+fedcba fbgca cbafge ef gbdacf efbgcad gefca befg ecdga afe | fea adgfcb fcage bcdfae
+da edfgc cgfdba adfecgb gfaeb dcefga fecdgb gad gdeaf ecad | cedfg dbfcega gfcaed abdcfeg
+fcgbed fcbedga cafbe gdceba bcafge bfe fagb fb eacbg facde | cdfbeg fb ebgcadf fgcedba
+fecdb fdcbae afdeg cdfea aec efgbadc ca cbfa dcagbe gbefdc | facb fabc fcdbega efadcb
+dagcf gadfeb ad dfegbc cgdfba dbac abgecfd dcgfb cfgae adf | fgadc cbda ad cfagd
+fdgcb agedbc cdbef feac efb ef febdac afdegb abced edgafcb | fe bfecd dcebf cafe
+cafdbg eaf fe gebf befcag cfbga cgaef fdaecbg edcga febacd | gfbe egbf aebgcdf faceg
+bfc febg cdfga dafbec cegbd fb cdbgfe cbfgd cadegb gbefdac | dcefgb dbfcg deafbc gbdec
+bacgd cedfbg cf aefc dfc aecgdf adfcgeb gafed cafgd baefdg | dgafc fc dfc gfbced
+bcge fgc efcdab ecgafb cfeab fabgd fagbc bgcdeaf efcagd cg | cbeg bdagf bcgaf fgc
+cdaeg fbaec ceafd fd cfd adfceb bgaecf dbcegf bdaf cgeabdf | df cdf fdagbce cbedaf
+dgcbf gecfadb gbdecf gfdbca fbagde ad cdgab dag afcd caegb | cgbedf dfac bdacfeg cafdbg
+defacg bd cdbegaf cfaeb dbf cbefgd cgdaf cfbgda facbd gabd | gfadec bdf gbad adgcef
+bagdce deagcf bcdf cfa abgfdc cf geacfbd afgeb bacfg dcagb | cf cdbf aedcbfg fbdc
+fbceda bedcf dg gefcdb aefbgd gdf cgde gfacb bdcfg dfcegab | dfbagec dfg cabdfeg gd
+gda cfgbde dgbfc fgabdc fcagd cagfe baecgdf faebdg ad adbc | efgdcb dag dacb ad
+dagec eca fgeacd cdefab gfdacbe afged dabgfe ac dcebg afgc | bdgce ecdga eagdc ca
+da bda gadc dbafg fabgc faedcb dfcbgea agcfbe bedgf gfbadc | acbfegd gfabdc bad da
+gdce aebfdg faebc fcdabg acgfedb eacgdb adc adgeb cd daceb | cd cgbadf cad edcg
+caedb agbed gfbcad eca fdce gbface baefdcg acfdb fbedca ce | eac cebadf fagcdb cae
+fcbadeg fcae bfdca ceb ec cdebaf ecbdf gcedab bgdfe dfagcb | geabcd acef agbced gdbeafc
+cbdef degba efbad eafc dbcfge ecdafb af fcbgad edfbcag baf | gbdea ecaf eacf egfcdab
+fcde gabfd cdgeba fac fc dcabe bfaced dacbf ebgfac cgfbeda | adcfb fca gebdfca fadbc
+fdceg cbd edcgfa cb cdgfeb gdebac edgcafb fceb agbdf bgcfd | adfgce beacdgf bc cedfbag
+fcbegda dbcefg gcebad gbfc cdb gfbaed bc cebfd ecdfa bdegf | dcb gabedf beafdg bc
+cfaed bacdg egd aegcdf gcef gedac cdbefga afdgbe bdfaec eg | gcade cefad bdgfea gaedc
+ac dbeacg ace defba fcaebdg dabfce abfedg dcaf cbfae efbcg | fegdba cfbae cea dbacfe
+dgcaef bgcaef cfdgeb gd fgecb dcgfbae gebfd bgdc adebf fdg | gdf dafgbec dfg adfeb
+ag cadg cgfed aefbc bcegdf agdfbe agf egfca gefcdba gdfeac | dgca dgcaef cdga adebcfg
+dfcgbe badg aedgc eabfc dfcbega cgdafe eagbc aegcdb gbe bg | acfdge bge adbg bg
+bcfage adcefg dfagc fgaec cdf abcgd dcbgafe df dfae fgcbed | df cfd eacgf fdc
+cbadfe bfg cfgebd cbdg edfgbca bg egbdf feagcb fedag cefdb | fgdeb gfb fbdeca bgcd
+bcde fdcgba abfcde dbfac abefc befga aec ce acfdge afdegbc | fcbad eac ec becd
+ce cbagdf gdcbf cfaebdg gcbe acfdge fcdegb dbaef cef bcefd | acbgdfe cfebd gcebdf ec
+ecgbd eacbf cgadeb edf ecafbdg afgebd dcgf ecfbd fgcbed fd | bcfea edf efgabcd df
+dgbf egafcd cfedbag cgb abcef dcefg ebcfg cgeadb bg cgbfed | adfgebc egbcf cfeab gaefbdc
+gecbfd gbedc dgabcef baefgd abegc dbfce bfdace dg gdb dfcg | dfgc bedfac dg dbg
+acbdgf daeb gcbeaf gdfce adefg fbdga cbdfega fae fgdbea ea | ea fcdgaeb ae gecfadb
+ga bdgafe bcaed dcgaebf bacfed acedg gbadec edgfc agd bcga | adg dga agcb fdecgab
+ebdcfg cfbdg ecgabf gcd edfc fdcbeag ebcdag dabgf dc cgebf | cd gcd gacbde cd
+egdfac bf afebdg baf bfdeca bgdf fedga egacb gecbafd gbeaf | bfa fb gfdb fb
+gcafb dc gecd fecbgda cfdbg dfebgc cdf fbegd dcfbea fgedab | edfcbg dgbcf cd dcf
+badf fcagd agcefb dfgcab ba dcbeg cedabgf abgdc acegfd abg | ebfagc dfab ab fcbdeag
+cfgbad gdbfe fe efgdacb cbdge dabgfe egdcaf befa bdgfa egf | decagfb eabf baef fe
+dbfea bcaefdg dcfgeb ag bfceag egfcda becfg fgeba gcab ega | agbfecd aedfcgb gcba ga

2021/tests/day1.txt

@@ -0,0 +1,10 @@
+199
+200
+208
+210
+200
+207
+240
+269
+260
+263

2021/tests/day2.txt

@@ -0,0 +1,6 @@
+forward 5
+down 5
+forward 8
+up 3
+down 8
+forward 2

2021/tests/day3.txt

@@ -0,0 +1,12 @@
+00100
+11110
+10110
+10111
+10101
+01111
+00111
+11100
+10000
+11001
+00010
+01010

2021/tests/day4.txt

@@ -0,0 +1,19 @@
+7,4,9,5,11,17,23,2,0,14,21,24,10,16,13,6,15,25,12,22,18,20,8,19,3,26,1
+
+22 13 17 11  0
+ 8  2 23  4 24
+21  9 14 16  7
+ 6 10  3 18  5
+ 1 12 20 15 19
+
+ 3 15  0  2 22
+ 9 18 13 17  5
+19  8  7 25 23
+20 11 10 24  4
+14 21 16 12  6
+
+14 21 17 24  4
+10 16 15  9 19
+18  8 23 26 20
+22 11 13  6  5
+ 2  0 12  3  7

2021/tests/day6.txt

@@ -0,0 +1 @@
+3,4,3,1,2

2021/tests/day7.txt

@@ -0,0 +1 @@
+16,1,2,0,4,2,7,1,2,14

2021/tests/day8.txt

@@ -0,0 +1,10 @@
+be cfbegad cbdgef fgaecd cgeb fdcge agebfd fecdb fabcd edb | fdgacbe cefdb cefbgd gcbe
+edbfga begcd cbg gc gcadebf fbgde acbgfd abcde gfcbed gfec | fcgedb cgb dgebacf gc
+fgaebd cg bdaec gdafb agbcfd gdcbef bgcad gfac gcb cdgabef | cg cg fdcagb cbg
+fbegcd cbd adcefb dageb afcb bc aefdc ecdab fgdeca fcdbega | efabcd cedba gadfec cb
+aecbfdg fbg gf bafeg dbefa fcge gcbea fcaegb dgceab fcbdga | gecf egdcabf bgf bfgea
+fgeab ca afcebg bdacfeg cfaedg gcfdb baec bfadeg bafgc acf | gebdcfa ecba ca fadegcb
+dbcfg fgd bdegcaf fgec aegbdf ecdfab fbedc dacgb gdcebf gf | cefg dcbef fcge gbcadfe
+bdfegc cbegaf gecbf dfcage bdacg ed bedf ced adcbefg gebcd | ed bcgafe cdgba cbgef
+egadfb cdbfeg cegd fecab cgb gbdefca cg fgcdab egfdb bfceg | gbdfcae bgc cg cgb
+gcafb gcf dcaebfg ecagb gf abcdeg gaef cafbge fdbac fegbdc | fgae cfgab fg bagce

2022/day1.py

@@ -1,19 +1,7 @@
-# -*- encoding: utf-8 -*-
+import sys
 
-from pathlib import Path
+blocks = sys.stdin.read().split("\n\n")
+values = sorted(sum(map(int, block.split())) for block in blocks)
 
-with open(Path(__file__).parent.joinpath("inputs", "day1.txt")) as fp:
+print(f"answer 1 is {values[-1]}")
-    lines = fp.readlines()
+print(f"answer 2 is {sum(values[-3:])}")
-
-values: list[int] = [0]
-for line in lines:
-    if not line.strip():
-        values = values + [0]
-    else:
-        values[-1] += int(line.strip())
-
-# part 1
-print(f"max is {max(values)}")
-
-# part 2
-print(f"sum of top 3 is {sum(sorted(values)[-3:])}")

2022/day10.py

@@ -0,0 +1,38 @@
+import sys
+
+lines = sys.stdin.read().splitlines()
+
+cycle = 1
+x = 1
+
+values = {cycle: x}
+
+for line in lines:
+    cycle += 1
+
+    if line == "noop":
+        pass
+    else:
+        r = int(line.split()[1])
+
+        values[cycle] = x
+
+        cycle += 1
+        x += r
+
+    values[cycle] = x
+
+answer_1 = sum(c * values[c] for c in range(20, max(values.keys()) + 1, 40))
+print(f"answer 1 is {answer_1}")
+
+
+for i in range(6):
+    for j in range(40):
+        v = values[1 + i * 40 + j]
+
+        if j >= v - 1 and j <= v + 1:
+            print("#", end="")
+        else:
+            print(".", end="")
+
+    print()

2022/day11.py

@@ -0,0 +1,142 @@
+import copy
+import sys
+from functools import reduce
+from typing import Callable, Final, Mapping, Sequence
+
+
+class Monkey:
+    id: Final[int]
+    items: Final[Sequence[int]]
+    worry_fn: Final[Callable[[int], int]]
+    test_value: Final[int]
+    throw_targets: Final[Mapping[bool, int]]
+
+    def __init__(
+        self,
+        id: int,
+        items: list[int],
+        worry_fn: Callable[[int], int],
+        test_value: int,
+        throw_targets: dict[bool, int],
+    ):
+        self.id = id
+        self.items = items
+        self.worry_fn = worry_fn
+        self.test_value = test_value
+        self.throw_targets = throw_targets
+
+    def __eq__(self, o: object) -> bool:
+        if not isinstance(o, Monkey):
+            return False
+        return self.id == o.id
+
+    def __hash__(self) -> int:
+        return hash(self.id)
+
+
+def parse_monkey(lines: list[str]) -> Monkey:
+    assert lines[0].startswith("Monkey")
+
+    monkey_id = int(lines[0].split()[-1][:-1])
+
+    # parse items
+    items = [int(r.strip()) for r in lines[1].split(":")[1].split(",")]
+
+    # parse worry
+    worry_fn: Callable[[int], int]
+    worry_s = lines[2].split("new =")[1].strip()
+    operand = worry_s.split()[2].strip()
+
+    if worry_s.startswith("old *"):
+        if operand == "old":
+            worry_fn = lambda w: w * w  # noqa: E731
+        else:
+            worry_fn = lambda w: w * int(operand)  # noqa: E731
+    elif worry_s.startswith("old +"):
+        if operand == "old":
+            worry_fn = lambda w: w + w  # noqa: E731
+        else:
+            worry_fn = lambda w: w + int(operand)  # noqa: E731
+    else:
+        assert False, worry_s
+
+    # parse test
+    assert lines[3].split(":")[1].strip().startswith("divisible by")
+    test_value = int(lines[3].split()[-1])
+
+    assert lines[4].strip().startswith("If true")
+    assert lines[5].strip().startswith("If false")
+    throw_targets = {True: int(lines[4].split()[-1]), False: int(lines[5].split()[-1])}
+
+    assert monkey_id not in throw_targets.values()
+
+    return Monkey(monkey_id, items, worry_fn, test_value, throw_targets)
+
+
+def run(
+    monkeys: list[Monkey], n_rounds: int, me_worry_fn: Callable[[int], int]
+) -> dict[Monkey, int]:
+    """
+    Perform a full run.
+
+    Args:
+        monkeys: Initial list of monkeys. The Monkey are not modified.
+        n_rounds: Number of rounds to run.
+        me_worry_fn: Worry function to apply after the Monkey operation (e.g., divide
+            by 3 for round 1).
+
+    Returns:
+        A mapping containing, for each monkey, the number of items inspected.
+    """
+    # copy of the items
+    items = {monkey: list(monkey.items) for monkey in monkeys}
+
+    # number of inspects
+    inspects = {monkey: 0 for monkey in monkeys}
+
+    for _ in range(n_rounds):
+        for monkey in monkeys:
+            for item in items[monkey]:
+                inspects[monkey] += 1
+
+                # compute the new worry level
+                item = me_worry_fn(monkey.worry_fn(item))
+
+                # find the target
+                target = monkey.throw_targets[item % monkey.test_value == 0]
+                assert target != monkey.id
+
+                items[monkeys[target]].append(item)
+
+            # clear after the loop
+            items[monkey].clear()
+
+    return inspects
+
+
+def monkey_business(inspects: dict[Monkey, int]) -> int:
+    sorted_levels = sorted(inspects.values())
+    return sorted_levels[-2] * sorted_levels[-1]
+
+
+monkeys = [parse_monkey(block.splitlines()) for block in sys.stdin.read().split("\n\n")]
+
+# case 1: we simply divide the worry by 3 after applying the monkey worry operation
+answer_1 = monkey_business(
+    run(copy.deepcopy(monkeys), 20, me_worry_fn=lambda w: w // 3)
+)
+print(f"answer 1 is {answer_1}")
+
+# case 2: to keep reasonable level values, we can use a modulo operation, we need to
+# use the product of all "divisible by" test so that the test remains valid
+#
+# (a + b) % c == ((a % c) + (b % c)) % c --- this would work for a single test value
+#
+# (a + b) % c == ((a % d) + (b % d)) % c --- if d is a multiple of c, which is why here
+# we use the product of all test value
+#
+total_test_value = reduce(lambda w, m: w * m.test_value, monkeys, 1)
+answer_2 = monkey_business(
+    run(copy.deepcopy(monkeys), 10_000, me_worry_fn=lambda w: w % total_test_value)
+)
+print(f"answer 2 is {answer_2}")

2022/day12.py

@@ -0,0 +1,160 @@
+import heapq
+import sys
+from typing import Callable, Iterator, TypeVar
+
+Node = TypeVar("Node")
+
+
+def dijkstra(
+    start: Node,
+    neighbors: Callable[[Node], Iterator[Node]],
+    cost: Callable[[Node, Node], float],
+) -> tuple[dict[Node, float], dict[Node, Node]]:
+    """
+    Compute shortest paths from one node to all reachable ones.
+
+    Args:
+        start: Starting node.
+        neighbors: Function returning the neighbors of a node.
+        cost: Function to compute the cost of an edge.
+
+    Returns:
+        A tuple (lengths, parents) where lengths is a mapping from Node to distance
+        (from the starting node) and parents a mapping from parents Node (in the
+        shortest path). If keyset of lengths and parents is the same. If a Node is not
+        in the mapping, it cannot be reached from the starting node.
+    """
+
+    queue: list[tuple[float, Node]] = []
+
+    visited: set[Node] = set()
+    lengths: dict[Node, float] = {start: 0}
+    parents: dict[Node, Node] = {}
+
+    heapq.heappush(queue, (0, start))
+
+    while queue:
+        length, current = heapq.heappop(queue)
+
+        if current in visited:
+            continue
+
+        visited.add(current)
+
+        for neighbor in neighbors(current):
+            if neighbor in visited:
+                continue
+
+            neighbor_cost = length + cost(current, neighbor)
+
+            if neighbor_cost < lengths.get(neighbor, float("inf")):
+                lengths[neighbor] = neighbor_cost
+                parents[neighbor] = current
+
+                heapq.heappush(queue, (neighbor_cost, neighbor))
+
+    return lengths, parents
+
+
+def make_path(parents: dict[Node, Node], start: Node, end: Node) -> list[Node] | None:
+    if end not in parents:
+        return None
+
+    path: list[Node] = [end]
+
+    while path[-1] is not start:
+        path.append(parents[path[-1]])
+
+    return list(reversed(path))
+
+
+def print_path(path: list[tuple[int, int]], n_rows: int, n_cols: int) -> None:
+    end = path[-1]
+
+    graph = [["." for _c in range(n_cols)] for _r in range(n_rows)]
+    graph[end[0]][end[1]] = "E"
+
+    for i in range(0, len(path) - 1):
+        cr, cc = path[i]
+        nr, nc = path[i + 1]
+
+        if cr == nr and nc == cc - 1:
+            graph[cr][cc] = "<"
+        elif cr == nr and nc == cc + 1:
+            graph[cr][cc] = ">"
+        elif cr == nr - 1 and nc == cc:
+            graph[cr][cc] = "v"
+        elif cr == nr + 1 and nc == cc:
+            graph[cr][cc] = "^"
+        else:
+            assert False, "{} -> {} infeasible".format(path[i], path[i + 1])
+
+    print("\n".join("".join(row) for row in graph))
+
+
+def neighbors(
+    grid: list[list[int]], node: tuple[int, int], up: bool
+) -> Iterator[tuple[int, int]]:
+    n_rows = len(grid)
+    n_cols = len(grid[0])
+
+    c_row, c_col = node
+    for n_row, n_col in (
+        (c_row - 1, c_col),
+        (c_row + 1, c_col),
+        (c_row, c_col - 1),
+        (c_row, c_col + 1),
+    ):
+        if not (n_row >= 0 and n_row < n_rows and n_col >= 0 and n_col < n_cols):
+            continue
+
+        if up and grid[n_row][n_col] > grid[c_row][c_col] + 1:
+            continue
+        elif not up and grid[n_row][n_col] < grid[c_row][c_col] - 1:
+            continue
+
+        yield n_row, n_col
+
+
+# === main code ===
+
+lines = sys.stdin.read().splitlines()
+
+grid = [[ord(cell) - ord("a") for cell in line] for line in lines]
+
+start: tuple[int, int]
+end: tuple[int, int]
+
+# for part 2
+start_s: list[tuple[int, int]] = []
+
+for i_row, row in enumerate(grid):
+    for i_col, col in enumerate(row):
+        if chr(col + ord("a")) == "S":
+            start = (i_row, i_col)
+            start_s.append(start)
+        elif chr(col + ord("a")) == "E":
+            end = (i_row, i_col)
+        elif col == 0:
+            start_s.append((i_row, i_col))
+
+# fix values
+grid[start[0]][start[1]] = 0
+grid[end[0]][end[1]] = ord("z") - ord("a")
+
+
+lengths_1, parents_1 = dijkstra(
+    start=start, neighbors=lambda n: neighbors(grid, n, True), cost=lambda lhs, rhs: 1
+)
+path_1 = make_path(parents_1, start, end)
+assert path_1 is not None
+
+print_path(path_1, n_rows=len(grid), n_cols=len(grid[0]))
+
+print(f"answer 1 is {lengths_1[end] - 1}")
+
+lengths_2, parents_2 = dijkstra(
+    start=end, neighbors=lambda n: neighbors(grid, n, False), cost=lambda lhs, rhs: 1
+)
+answer_2 = min(lengths_2.get(start, float("inf")) for start in start_s)
+print(f"answer 2 is {answer_2}")

2022/day13.py

@@ -0,0 +1,41 @@
+import json
+import sys
+from functools import cmp_to_key
+from typing import TypeAlias, cast
+
+blocks = sys.stdin.read().strip().split("\n\n")
+
+pairs = [tuple(json.loads(p) for p in block.split("\n")) for block in blocks]
+
+Packet: TypeAlias = list[int | list["Packet"]]
+
+
+def compare(lhs: Packet, rhs: Packet) -> int:
+    for lhs_a, rhs_a in zip(lhs, rhs):
+        if isinstance(lhs_a, int) and isinstance(rhs_a, int):
+            if lhs_a != rhs_a:
+                return rhs_a - lhs_a
+        else:
+            if not isinstance(lhs_a, list):
+                lhs_a = [lhs_a]  # type: ignore
+            elif not isinstance(rhs_a, list):
+                rhs_a = [rhs_a]  # type: ignore
+            assert isinstance(rhs_a, list) and isinstance(lhs_a, list)
+            r = compare(cast(Packet, lhs_a), cast(Packet, rhs_a))
+            if r != 0:
+                return r
+
+    return len(rhs) - len(lhs)
+
+
+answer_1 = sum(i + 1 for i, (lhs, rhs) in enumerate(pairs) if compare(lhs, rhs) > 0)
+print(f"answer_1 is {answer_1}")
+
+dividers = [[[2]], [[6]]]
+
+packets = [packet for packets in pairs for packet in packets]
+packets.extend(dividers)
+packets = list(reversed(sorted(packets, key=cmp_to_key(compare))))
+
+d_index = [packets.index(d) + 1 for d in dividers]
+print(f"answer 2 is {d_index[0] * d_index[1]}")

2022/day14.py

@@ -0,0 +1,140 @@
+import sys
+from enum import Enum, auto
+from typing import Callable, cast
+
+
+class Cell(Enum):
+    AIR = auto()
+    ROCK = auto()
+    SAND = auto()
+
+    def __str__(self) -> str:
+        return {Cell.AIR: ".", Cell.ROCK: "#", Cell.SAND: "O"}[self]
+
+
+def print_blocks(blocks: dict[tuple[int, int], Cell]):
+    """
+    Print the given set of blocks on a grid.
+
+    Args:
+        blocks: Set of blocks to print.
+    """
+    x_min, y_min, x_max, y_max = (
+        min(x for x, _ in blocks),
+        0,
+        max(x for x, _ in blocks),
+        max(y for _, y in blocks),
+    )
+
+    for y in range(y_min, y_max + 1):
+        print(
+            "".join(str(blocks.get((x, y), Cell.AIR)) for x in range(x_min, x_max + 1))
+        )
+
+
+def flow(
+    blocks: dict[tuple[int, int], Cell],
+    stop_fn: Callable[[int, int], bool],
+    fill_fn: Callable[[int, int], Cell],
+) -> dict[tuple[int, int], Cell]:
+    """
+    Flow sands onto the given set of blocks
+
+    Args:
+        blocks: Blocks containing ROCK position. Modified in-place.
+        stop_fn: Function called with the last (assumed) position of a grain of
+            sand BEFORE adding it to blocks. If the function returns True, the grain
+            is added and a new one is flowed, otherwise, the whole procedure stops
+            and the function returns (without adding the final grain).
+        fill_fn: Function called when the target position of a grain (during the
+            flowing process) is missing from blocks.
+
+    Returns:
+        The input blocks.
+    """
+
+    y_max = max(y for _, y in blocks)
+
+    while True:
+        x, y = 500, 0
+
+        while y <= y_max:
+            moved = False
+            for cx, cy in ((x, y + 1), (x - 1, y + 1), (x + 1, y + 1)):
+                if (cx, cy) not in blocks and fill_fn(cx, cy) == Cell.AIR:
+                    x, y = cx, cy
+                    moved = True
+                elif blocks[cx, cy] == Cell.AIR:
+                    x, y = cx, cy
+                    moved = True
+
+                if moved:
+                    break
+
+            if not moved:
+                break
+
+        if stop_fn(x, y):
+            break
+
+        blocks[x, y] = Cell.SAND
+
+    return blocks
+
+
+# === inputs ===
+
+lines = sys.stdin.read().splitlines()
+
+paths: list[list[tuple[int, int]]] = []
+for line in lines:
+    parts = line.split(" -> ")
+    paths.append(
+        [
+            cast(tuple[int, int], tuple(int(c.strip()) for c in part.split(",")))
+            for part in parts
+        ]
+    )
+
+
+blocks: dict[tuple[int, int], Cell] = {}
+for path in paths:
+    for start, end in zip(path[:-1], path[1:]):
+        x_start = min(start[0], end[0])
+        x_end = max(start[0], end[0]) + 1
+        y_start = min(start[1], end[1])
+        y_end = max(start[1], end[1]) + 1
+
+        for x in range(x_start, x_end):
+            for y in range(y_start, y_end):
+                blocks[x, y] = Cell.ROCK
+
+print_blocks(blocks)
+print()
+
+x_min, y_min, x_max, y_max = (
+    min(x for x, _ in blocks),
+    0,
+    max(x for x, _ in blocks),
+    max(y for _, y in blocks),
+)
+
+# === part 1 ===
+
+blocks_1 = flow(
+    blocks.copy(), stop_fn=lambda x, y: y > y_max, fill_fn=lambda x, y: Cell.AIR
+)
+print_blocks(blocks_1)
+print(f"answer 1 is {sum(v == Cell.SAND for v in blocks_1.values())}")
+print()
+
+# === part 2 ===
+
+blocks_2 = flow(
+    blocks.copy(),
+    stop_fn=lambda x, y: x == 500 and y == 0,
+    fill_fn=lambda x, y: Cell.AIR if y < y_max + 2 else Cell.ROCK,
+)
+blocks_2[500, 0] = Cell.SAND
+print_blocks(blocks_2)
+print(f"answer 2 is {sum(v == Cell.SAND for v in blocks_2.values())}")

2022/day15.py

@@ -0,0 +1,87 @@
+import sys
+
+import numpy as np
+import parse
+
+
+def part1(sensor_to_beacon: dict[tuple[int, int], tuple[int, int]], row: int) -> int:
+    no_beacons_row_l: list[np.ndarray] = []
+
+    for (sx, sy), (bx, by) in sensor_to_beacon.items():
+        d = abs(sx - bx) + abs(sy - by)  # closest
+
+        no_beacons_row_l.append(sx - np.arange(0, d - abs(sy - row) + 1))
+        no_beacons_row_l.append(sx + np.arange(0, d - abs(sy - row) + 1))
+
+    beacons_at_row = set(bx for (bx, by) in sensor_to_beacon.values() if by == row)
+    no_beacons_row = set(np.concatenate(no_beacons_row_l)).difference(beacons_at_row)
+
+    return len(no_beacons_row)
+
+
+def part2_intervals(
+    sensor_to_beacon: dict[tuple[int, int], tuple[int, int]], xy_max: int
+) -> tuple[int, int, int]:
+    from tqdm import trange
+
+    for y in trange(xy_max + 1):
+        its: list[tuple[int, int]] = []
+        for (sx, sy), (bx, by) in sensor_to_beacon.items():
+            d = abs(sx - bx) + abs(sy - by)
+            dx = d - abs(sy - y)
+
+            if dx >= 0:
+                its.append((max(0, sx - dx), min(sx + dx, xy_max)))
+
+        its = sorted(its)
+        _, e = its[0]
+
+        for si, ei in its[1:]:
+            if si > e + 1:
+                return si - 1, y, 4_000_000 * (si - 1) + y
+            if ei > e:
+                e = ei
+
+    return (0, 0, 0)
+
+
+def part2_cplex(
+    sensor_to_beacon: dict[tuple[int, int], tuple[int, int]], xy_max: int
+) -> tuple[int, int, int]:
+    from docplex.mp.model import Model
+
+    m = Model()
+
+    x, y = m.continuous_var_list(2, ub=xy_max, name=["x", "y"])
+
+    for (sx, sy), (bx, by) in sensor_to_beacon.items():
+        d = abs(sx - bx) + abs(sy - by)
+        m.add_constraint(m.abs(x - sx) + m.abs(y - sy) >= d + 1, ctname=f"ct_{sx}_{sy}")
+
+    m.set_objective("min", x + y)
+
+    s = m.solve()
+
+    vx = int(s.get_value(x))
+    vy = int(s.get_value(y))
+    return vx, vy, 4_000_000 * vx + vy
+
+
+lines = sys.stdin.read().splitlines()
+
+sensor_to_beacon: dict[tuple[int, int], tuple[int, int]] = {}
+
+for line in lines:
+    r = parse.parse(
+        "Sensor at x={sx}, y={sy}: closest beacon is at x={bx}, y={by}", line
+    )
+    sensor_to_beacon[int(r["sx"]), int(r["sy"])] = (int(r["bx"]), int(r["by"]))
+
+xy_max = 4_000_000 if max(sensor_to_beacon) > (1_000, 0) else 20
+row = 2_000_000 if max(sensor_to_beacon) > (1_000, 0) else 10
+
+print(f"answer 1 is {part1(sensor_to_beacon, row)}")
+
+# x, y, a2 = part2_cplex(sensor_to_beacon, xy_max)
+x, y, a2 = part2_intervals(sensor_to_beacon, xy_max)
+print(f"answer 2 is {a2} (x={x}, y={y})")

2022/day16.py

@@ -0,0 +1,158 @@
+from __future__ import annotations
+
+import heapq
+import itertools
+import re
+import sys
+from collections import defaultdict
+from typing import FrozenSet, NamedTuple
+
+from tqdm import tqdm
+
+
+class Pipe(NamedTuple):
+    name: str
+    flow: int
+    tunnels: list[str]
+
+    def __lt__(self, other: object) -> bool:
+        return isinstance(other, Pipe) and other.name < self.name
+
+    def __eq__(self, other: object) -> bool:
+        return isinstance(other, Pipe) and other.name == self.name
+
+    def __hash__(self) -> int:
+        return hash(self.name)
+
+    def __str__(self) -> str:
+        return self.name
+
+    def __repr__(self) -> str:
+        return self.name
+
+
+def breadth_first_search(pipes: dict[str, Pipe], pipe: Pipe) -> dict[Pipe, int]:
+    """
+    Runs a BFS from the given pipe and return the shortest distance (in term of hops)
+    to all other pipes.
+    """
+    queue = [(0, pipe_1)]
+    visited = set()
+    distances: dict[Pipe, int] = {}
+
+    while len(distances) < len(pipes):
+        distance, current = heapq.heappop(queue)
+
+        if current in visited:
+            continue
+
+        visited.add(current)
+        distances[current] = distance
+
+        for tunnel in current.tunnels:
+            heapq.heappush(queue, (distance + 1, pipes[tunnel]))
+
+    return distances
+
+
+def update_with_better(
+    node_at_times: dict[FrozenSet[Pipe], int], flow: int, flowing: FrozenSet[Pipe]
+) -> None:
+    node_at_times[flowing] = max(node_at_times[flowing], flow)
+
+
+def part_1(
+    start_pipe: Pipe,
+    max_time: int,
+    distances: dict[tuple[Pipe, Pipe], int],
+    relevant_pipes: FrozenSet[Pipe],
+):
+    node_at_times: dict[int, dict[Pipe, dict[FrozenSet[Pipe], int]]] = defaultdict(
+        lambda: defaultdict(lambda: defaultdict(lambda: 0))
+    )
+    node_at_times[0] = {start_pipe: {frozenset(): 0}}
+
+    for time in range(max_time):
+        for c_pipe, nodes in node_at_times[time].items():
+            for flowing, flow in nodes.items():
+                for target in relevant_pipes:
+                    distance = distances[c_pipe, target] + 1
+                    if time + distance >= max_time or target in flowing:
+                        continue
+
+                    update_with_better(
+                        node_at_times[time + distance][target],
+                        flow + sum(pipe.flow for pipe in flowing) * distance,
+                        flowing | {target},
+                    )
+
+                update_with_better(
+                    node_at_times[max_time][c_pipe],
+                    flow + sum(pipe.flow for pipe in flowing) * (max_time - time),
+                    flowing,
+                )
+
+    return max(
+        flow
+        for nodes_of_pipe in node_at_times[max_time].values()
+        for flow in nodes_of_pipe.values()
+    )
+
+
+def part_2(
+    start_pipe: Pipe,
+    max_time: int,
+    distances: dict[tuple[Pipe, Pipe], int],
+    relevant_pipes: FrozenSet[Pipe],
+):
+    def compute(pipes_for_me: FrozenSet[Pipe]) -> int:
+        return part_1(start_pipe, max_time, distances, pipes_for_me) + part_1(
+            start_pipe, max_time, distances, relevant_pipes - pipes_for_me
+        )
+
+    combs = [
+        frozenset(relevant_pipes_1)
+        for r in range(2, len(relevant_pipes) // 2 + 1)
+        for relevant_pipes_1 in itertools.combinations(relevant_pipes, r)
+    ]
+
+    return max(compute(comb) for comb in tqdm(combs))
+
+
+# === MAIN ===
+
+
+lines = sys.stdin.read().splitlines()
+
+
+pipes: dict[str, Pipe] = {}
+for line in lines:
+    r = re.match(
+        R"Valve ([A-Z]+) has flow rate=([0-9]+); tunnels? leads? to valves? (.+)",
+        line,
+    )
+    assert r
+
+    g = r.groups()
+
+    pipes[g[0]] = Pipe(g[0], int(g[1]), g[2].split(", "))
+
+# compute distances from one valve to any other
+distances: dict[tuple[Pipe, Pipe], int] = {}
+for pipe_1 in pipes.values():
+    distances.update(
+        {
+            (pipe_1, pipe_2): distance
+            for pipe_2, distance in breadth_first_search(pipes, pipe_1).items()
+        }
+    )
+
+# valves with flow
+relevant_pipes = frozenset(pipe for pipe in pipes.values() if pipe.flow > 0)
+
+
+# 1651, 1653
+print(part_1(pipes["AA"], 30, distances, relevant_pipes))
+
+# 1707, 2223
+print(part_2(pipes["AA"], 26, distances, relevant_pipes))

2022/day17.py

@@ -0,0 +1,120 @@
+import sys
+from typing import Sequence, TypeVar
+
+import numpy as np
+
+T = TypeVar("T")
+
+
+def print_tower(tower: np.ndarray, out: str = "#"):
+    print("-" * (tower.shape[1] + 2))
+    non_empty = False
+    for row in reversed(range(1, tower.shape[0])):
+        if not non_empty and not tower[row, :].any():
+            continue
+        non_empty = True
+        print("|" + "".join(out if c else "." for c in tower[row, :]) + "|")
+    print("+" + "-" * tower.shape[1] + "+")
+
+
+def tower_height(tower: np.ndarray) -> int:
+    return int(tower.shape[0] - tower[::-1, :].argmax(axis=0).min() - 1)
+
+
+def next_cycle(sequence: Sequence[T], index: int) -> tuple[T, int]:
+    t = sequence[index]
+    index = (index + 1) % len(sequence)
+    return t, index
+
+
+ROCKS = [
+    np.array([(0, 0), (0, 1), (0, 2), (0, 3)]),
+    np.array([(0, 1), (1, 0), (1, 1), (1, 2), (2, 1)]),
+    np.array([(0, 0), (0, 1), (0, 2), (1, 2), (2, 2)]),
+    np.array([(0, 0), (1, 0), (2, 0), (3, 0)]),
+    np.array([(0, 0), (0, 1), (1, 0), (1, 1)]),
+]
+
+WIDTH = 7
+START_X = 2
+
+EMPTY_BLOCKS = np.zeros((10, WIDTH), dtype=bool)
+
+
+def build_tower(
+    n_rocks: int,
+    jets: str,
+    early_stop: bool = False,
+    init: np.ndarray = np.ones(WIDTH, dtype=bool),
+) -> tuple[np.ndarray, int, int, dict[int, int]]:
+    tower = EMPTY_BLOCKS.copy()
+    tower[0, :] = init
+
+    done_at: dict[tuple[int, int], int] = {}
+    heights: dict[int, int] = {}
+    i_jet, i_rock = 0, 0
+    rock_count = 0
+
+    for rock_count in range(n_rocks):
+        if early_stop:
+            if i_rock == 0 and (i_rock, i_jet) in done_at:
+                break
+            done_at[i_rock, i_jet] = rock_count
+
+        y_start = tower.shape[0] - tower[::-1, :].argmax(axis=0).min() + 3
+        rock, i_rock = next_cycle(ROCKS, i_rock)
+
+        rock_y = rock[:, 0] + y_start
+        rock_x = rock[:, 1] + START_X
+
+        if rock_y.max() >= tower.shape[0]:
+            tower = np.concatenate([tower, EMPTY_BLOCKS], axis=0)
+
+        while True:
+            jet, i_jet = next_cycle(jets, i_jet)
+
+            dx = 0
+            if jet == ">" and rock_x.max() < WIDTH - 1:
+                dx = 1
+            elif jet == "<" and rock_x.min() > 0:
+                dx = -1
+
+            if dx != 0 and not tower[rock_y, rock_x + dx].any():
+                rock_x = rock_x + dx
+
+            # move down
+            rock_y -= 1
+
+            if tower[rock_y, rock_x].any():
+                rock_y += 1
+                break
+
+        heights[rock_count] = tower_height(tower)
+        tower[rock_y, rock_x] = True
+
+    return tower, rock_count, done_at.get((i_rock, i_jet), -1), heights
+
+
+line = sys.stdin.read().strip()
+
+tower, *_ = build_tower(2022, line)
+answer_1 = tower_height(tower)
+print(f"answer 1 is {answer_1}")
+
+TOTAL_ROCKS = 1_000_000_000_000
+tower_1, n_rocks_1, prev_1, heights_1 = build_tower(TOTAL_ROCKS, line, True)
+assert prev_1 > 0
+
+# 2767 1513
+remaining_rocks = TOTAL_ROCKS - n_rocks_1
+n_repeat_rocks = n_rocks_1 - prev_1
+n_repeat_towers = remaining_rocks // n_repeat_rocks
+
+base_height = heights_1[prev_1]
+repeat_height = heights_1[prev_1 + n_repeat_rocks - 1] - heights_1[prev_1]
+remaining_height = (
+    heights_1[prev_1 + remaining_rocks % n_repeat_rocks] - heights_1[prev_1]
+)
+
+answer_2 = base_height + (n_repeat_towers + 1) * repeat_height + remaining_height
+print(f"answer 2 is {answer_2}")

2022/day18.py

@@ -0,0 +1,51 @@
+import sys
+from typing import FrozenSet
+
+import numpy as np
+
+xyz = np.asarray(
+    [
+        tuple(int(x) for x in row.split(","))  # type: ignore
+        for row in sys.stdin.read().splitlines()
+    ]
+)
+
+xyz = xyz - xyz.min(axis=0) + 1
+
+cubes = np.zeros(xyz.max(axis=0) + 3, dtype=bool)
+cubes[xyz[:, 0], xyz[:, 1], xyz[:, 2]] = True
+
+n_dims = len(cubes.shape)
+
+faces = [(-1, 0, 0), (1, 0, 0), (0, -1, 0), (0, 1, 0), (0, 0, -1), (0, 0, 1)]
+
+answer_1 = sum(
+    1 for x, y, z in xyz for dx, dy, dz in faces if not cubes[x + dx, y + dy, z + dz]
+)
+print(f"answer 1 is {answer_1}")
+
+visited = np.zeros_like(cubes, dtype=bool)
+queue = [(0, 0, 0)]
+
+n_faces = 0
+while queue:
+    x, y, z = queue.pop(0)
+
+    if visited[x, y, z]:
+        continue
+
+    visited[x, y, z] = True
+
+    for dx, dy, dz in faces:
+        nx, ny, nz = x + dx, y + dy, z + dz
+        if not all(n >= 0 and n < cubes.shape[i] for i, n in enumerate((nx, ny, nz))):
+            continue
+
+        if visited[nx, ny, nz]:
+            continue
+
+        if cubes[nx, ny, nz]:
+            n_faces += 1
+        else:
+            queue.append((nx, ny, nz))
+print(f"answer 2 is {n_faces}")

2022/day19.py

@@ -0,0 +1,182 @@
+import sys
+from typing import Literal
+
+import numpy as np
+import parse
+from tqdm import tqdm
+
+Reagent = Literal["ore", "clay", "obsidian", "geode"]
+REAGENTS: tuple[Reagent, ...] = (
+    "ore",
+    "clay",
+    "obsidian",
+    "geode",
+)
+
+IntOfReagent = dict[Reagent, int]
+
+
+class State:
+    robots: IntOfReagent
+    reagents: IntOfReagent
+
+    def __init__(
+        self,
+        robots: IntOfReagent | None = None,
+        reagents: IntOfReagent | None = None,
+    ):
+        if robots is None:
+            assert reagents is None
+            self.reagents = {reagent: 0 for reagent in REAGENTS}
+            self.robots = {reagent: 0 for reagent in REAGENTS}
+            self.robots["ore"] = 1
+        else:
+            assert robots is not None and reagents is not None
+            self.robots = robots
+            self.reagents = reagents
+
+    def __eq__(self, other) -> bool:
+        return (
+            isinstance(other, State)
+            and self.robots == other.robots
+            and self.reagents == other.reagents
+        )
+
+    def __hash__(self) -> int:
+        return hash(tuple((self.robots[r], self.reagents[r]) for r in REAGENTS))
+
+    def __str__(self) -> str:
+        return "State({}, {})".format(
+            "/".join(str(self.robots[k]) for k in REAGENTS),
+            "/".join(str(self.reagents[k]) for k in REAGENTS),
+        )
+
+    def __repr__(self) -> str:
+        return str(self)
+
+
+def dominates(lhs: State, rhs: State):
+    return all(
+        lhs.robots[r] >= rhs.robots[r] and lhs.reagents[r] >= rhs.reagents[r]
+        for r in REAGENTS
+    )
+
+
+lines = sys.stdin.read().splitlines()
+
+blueprints: list[dict[Reagent, IntOfReagent]] = []
+for line in lines:
+    r = parse.parse(
+        "Blueprint {}: "
+        "Each ore robot costs {:d} ore. "
+        "Each clay robot costs {:d} ore. "
+        "Each obsidian robot costs {:d} ore and {:d} clay. "
+        "Each geode robot costs {:d} ore and {:d} obsidian.",
+        line,
+    )
+
+    blueprints.append(
+        {
+            "ore": {"ore": r[1]},
+            "clay": {"ore": r[2]},
+            "obsidian": {"ore": r[3], "clay": r[4]},
+            "geode": {"ore": r[5], "obsidian": r[6]},
+        }
+    )
+
+
+def run(blueprint: dict[Reagent, dict[Reagent, int]], max_time: int) -> int:
+    # since we can only build one robot per time, we do not need more than X robots
+    # of type K where X is the maximum number of K required among all robots, e.g.,
+    # in the first toy blueprint, we need at most 4 ore robots, 14 clay ones and 7
+    # obsidian ones
+    maximums = {
+        name: max(blueprint[r].get(name, 0) for r in REAGENTS) for name in REAGENTS
+    }
+
+    state_after_t: dict[int, set[State]] = {0: [State()]}
+
+    for t in range(1, max_time + 1):
+        # list of new states at the end of step t that we are going to prune later
+        states_for_t: set[State] = set()
+
+        for state in state_after_t[t - 1]:
+            robots_that_can_be_built = [
+                robot
+                for robot in REAGENTS
+                if all(
+                    state.reagents[reagent] >= blueprint[robot].get(reagent, 0)
+                    for reagent in REAGENTS
+                )
+            ]
+
+            states_for_t.add(
+                State(
+                    robots=state.robots,
+                    reagents={
+                        reagent: state.reagents[reagent] + state.robots[reagent]
+                        for reagent in REAGENTS
+                    },
+                )
+            )
+
+            if "geode" in robots_that_can_be_built:
+                robots_that_can_be_built = ["geode"]
+            else:
+                robots_that_can_be_built = [
+                    robot
+                    for robot in robots_that_can_be_built
+                    if state.robots[robot] < maximums[robot]
+                ]
+
+            for robot in robots_that_can_be_built:
+                robots = state.robots.copy()
+                robots[robot] += 1
+                reagents = {
+                    reagent: state.reagents[reagent]
+                    + state.robots[reagent]
+                    - blueprint[robot].get(reagent, 0)
+                    for reagent in REAGENTS
+                }
+                states_for_t.add(State(robots=robots, reagents=reagents))
+
+        # use numpy to switch computation of dominated states -> store each state
+        # as a 8 array and use numpy broadcasting to find dominated states
+        states_after = np.asarray(list(states_for_t))
+        np_states = np.array(
+            [
+                [state.robots[r] for r in REAGENTS]
+                + [state.reagents[r] for r in REAGENTS]
+                for state in states_after
+            ]
+        )
+
+        to_keep = []
+        while len(np_states) > 0:
+            first_dom = (np_states[1:] >= np_states[0]).all(axis=1).any()
+
+            if first_dom:
+                np_states = np_states[1:]
+            else:
+                to_keep.append(np_states[0])
+                np_states = np_states[1:][~(np_states[1:] <= np_states[0]).all(axis=1)]
+
+        state_after_t[t] = {
+            State(
+                robots=dict(zip(REAGENTS, row[:4])),
+                reagents=dict(zip(REAGENTS, row[4:])),
+            )
+            for row in to_keep
+        }
+
+    return max(state.reagents["geode"] for state in state_after_t[max_time])
+
+
+answer_1 = sum(
+    (i_blueprint + 1) * run(blueprint, 24)
+    for i_blueprint, blueprint in enumerate(blueprints)
+)
+print(f"answer 1 is {answer_1}")
+
+answer_2 = run(blueprints[0], 32) * run(blueprints[1], 32) * run(blueprints[2], 32)
+print(f"answer 2 is {answer_2}")

2022/day2.py

@@ -0,0 +1,53 @@
+import sys
+
+
+def score_1(ux: int, vx: int) -> int:
+    # here ux and vx are both moves: 0 = rock, 1 = paper, 2 = scissor
+    #
+
+    # 1. to get the score of the move/shape, we simply add 1 -> vx + 1
+    # 2. to get the score of the outcome (loss/draw/win), we use the fact that the
+    #    winning hand is always the opponent hand (ux) + 1 in modulo-3 arithmetic:
+    #    - (ux - vx) % 3 gives us 0 for a draw, 1 for a loss and 2 for a win
+    #    - 1 - ((ux - vx) % 3) gives us -1 for a win, 0 for a loss and 1 for a draw
+    #    - (1 - ((ux - vx) % 3)) gives us 0 / 1 / 2 for loss / draw / win
+    #    - the above can be rewritten as ((1 - (ux - vx)) % 3)
+    #    we can then simply multiply this by 3 to get the outcome score
+    #
+    return (vx + 1) + ((1 - (ux - vx)) % 3) * 3
+
+
+def score_2(ux: int, vx: int) -> int:
+    # here ux is the opponent move (0 = rock, 1 = paper, 2 = scissor) and vx is the
+    # outcome (0 = loss, 1 = draw, 2 = win)
+    #
+
+    # 1. to get the score to the move/shape, we need to find it (as 0, 1 or 2) and then
+    #    add 1 to it
+    #    - (vx - 1) gives the offset from the opponent shape (-1 for a loss, 0 for a
+    #      draw and 1 for a win)
+    #    - from the offset, we can retrieve the shape by adding the opponent shape and
+    #      using modulo-3 arithmetic -> (ux + vx - 1) % 3
+    #    - we then add 1 to get the final shape score
+    # 2. to get the score of the outcome, we can simply multiply vx by 3 -> vx * 3
+    return (ux + vx - 1) % 3 + 1 + vx * 3
+
+
+lines = sys.stdin.readlines()
+
+# the solution relies on replacing rock / paper / scissor by values 0 / 1 / 2 and using
+# modulo-3 arithmetic
+#
+# in modulo-3 arithmetic, the winning move is 1 + the opponent move (e.g., winning move
+# if opponent plays 0 is 1, or 0 if opponent plays 2 (0 = (2 + 1 % 3)))
+#
+
+# we read the lines in a Nx2 in array with value 0/1/2 instead of A/B/C or X/Y/Z for
+# easier manipulation
+values = [(ord(row[0]) - ord("A"), ord(row[2]) - ord("X")) for row in lines]
+
+# part 1 - 13526
+print(f"answer 1 is {sum(score_1(*v) for v in values)}")
+
+# part 2 - 14204
+print(f"answer 2 is {sum(score_2(*v) for v in values)}")

2022/day20.py

@@ -0,0 +1,74 @@
+from __future__ import annotations
+
+import sys
+
+
+class Number:
+    current: int
+    value: int
+
+    def __init__(self, value: int):
+        self.current = 0
+        self.value = value
+
+    def __str__(self):
+        return str(self.value)
+
+    def __repr__(self):
+        return str(self)
+
+
+def decrypt(numbers: list[Number], key: int, rounds: int) -> int:
+    numbers = numbers.copy()
+    original = numbers.copy()
+
+    for index, number in enumerate(numbers):
+        number.current = index
+
+    for _ in range(rounds):
+        for number in original:
+            index = number.current
+            offset = (number.value * key) % (len(numbers) - 1)
+            target = index + offset
+
+            # need to wrap
+            if target >= len(numbers):
+                target = offset - (len(numbers) - index) + 1
+
+                for number_2 in numbers[target:index]:
+                    number_2.current += 1
+
+                numbers = (
+                    numbers[:target]
+                    + [number]
+                    + numbers[target:index]
+                    + numbers[index + 1 :]
+                )
+            else:
+                for number_2 in numbers[index : target + 1]:
+                    number_2.current -= 1
+
+                numbers = (
+                    numbers[:index]
+                    + numbers[index + 1 : target + 1]
+                    + [number]
+                    + numbers[target + 1 :]
+                )
+            number.current = target
+
+    index_of_0 = next(
+        filter(lambda index: numbers[index].value == 0, range(len(numbers)))
+    )
+    return sum(
+        numbers[(index_of_0 + offset) % len(numbers)].value * key
+        for offset in (1000, 2000, 3000)
+    )
+
+
+numbers = [Number(int(x)) for i, x in enumerate(sys.stdin.readlines())]
+
+answer_1 = decrypt(numbers, 1, 1)
+print(f"answer 1 is {answer_1}")
+
+answer_2 = decrypt(numbers, 811589153, 10)
+print(f"answer 2 is {answer_2}")

2022/day21.py

@@ -0,0 +1,107 @@
+import operator
+import sys
+from typing import Callable
+
+
+def compute(monkeys: dict[str, int | tuple[str, str, str]], monkey: str) -> int:
+    value = monkeys[monkey]
+    if isinstance(value, int):
+        return value
+    else:
+        op: dict[str, Callable[[int, int], int]] = {
+            "+": operator.add,
+            "-": operator.sub,
+            "*": operator.mul,
+            "/": operator.floordiv,
+        }
+        value = op[value[1]](compute(monkeys, value[0]), compute(monkeys, value[2]))
+        monkeys[monkey] = value
+        return value
+
+
+def invert(
+    monkeys: dict[str, int | tuple[str, str, str]], monkey: str, target: int
+) -> dict[str, int | tuple[str, str, str]]:
+    """
+    Revert the given mapping from monkey name to value or operation such that
+    the value from 'monkey' is computable by inverting operation until the root is
+    found.
+
+    Args:
+        monkeys: Dictionary of monkeys, that will be updated and returned.
+        monkey: Name of the monkey to start from.
+        target: Target value to set for the monkey that depends on root.
+
+    Returns:
+        The given dictionary of monkeys.
+    """
+
+    monkeys = monkeys.copy()
+
+    depends: dict[str, str] = {}
+    for m, v in monkeys.items():
+        if isinstance(v, int):
+            continue
+
+        op1, _, op2 = v
+
+        assert op1 not in depends
+        assert op2 not in depends
+        depends[op1] = m
+        depends[op2] = m
+
+    invert_op = {"+": "-", "-": "+", "*": "/", "/": "*"}
+
+    current = monkey
+    while True:
+        dep = depends[current]
+
+        if dep == "root":
+            monkeys[current] = target
+            break
+
+        val = monkeys[dep]
+        assert not isinstance(val, int)
+
+        op1, ope, op2 = val
+
+        if op1 == current:
+            monkeys[current] = (dep, invert_op[ope], op2)
+        elif ope in ("+", "*"):
+            monkeys[current] = (dep, invert_op[ope], op1)
+        else:
+            monkeys[current] = (op1, ope, dep)
+
+        current = dep
+
+    return monkeys
+
+
+lines = sys.stdin.read().splitlines()
+
+monkeys: dict[str, int | tuple[str, str, str]] = {}
+
+op_monkeys: set[str] = set()
+
+for line in lines:
+    parts = line.split(":")
+    name = parts[0].strip()
+
+    try:
+        value = int(parts[1].strip())
+        monkeys[name] = value
+    except ValueError:
+        op1, ope, op2 = parts[1].strip().split()
+        monkeys[name] = (op1, ope, op2)
+
+        op_monkeys.add(name)
+
+
+answer_1 = compute(monkeys.copy(), "root")
+print(f"answer 1 is {answer_1}")
+
+# assume the second operand of 'root' can be computed, and the first one depends on
+# humn, which is the case is my input and the test input
+p1, _, p2 = monkeys["root"]  # type: ignore
+answer_2 = compute(invert(monkeys, "humn", compute(monkeys.copy(), p2)), "humn")
+print(f"answer 2 is {answer_2}")

2022/day22.py

@@ -0,0 +1,223 @@
+import re
+import sys
+from typing import Callable
+
+import numpy as np
+
+VOID, EMPTY, WALL = 0, 1, 2
+TILE_FROM_CHAR = {" ": VOID, ".": EMPTY, "#": WALL}
+
+SCORES = {"E": 0, "S": 1, "W": 2, "N": 3}
+
+
+board_map_s, direction_s = sys.stdin.read().split("\n\n")
+
+# board
+board_lines = board_map_s.splitlines()
+max_line = max(len(line) for line in board_lines)
+board = np.array(
+    [
+        [TILE_FROM_CHAR[c] for c in row] + [VOID] * (max_line - len(row))
+        for row in board_map_s.splitlines()
+    ]
+)
+
+directions = [
+    int(p1) if p2 else p1 for p1, p2 in re.findall(R"(([0-9])+|L|R)", direction_s)
+]
+
+
+# find on each row and column the first and last non-void
+row_first_non_void = np.argmax(board != VOID, axis=1)
+row_last_non_void = board.shape[1] - np.argmax(board[:, ::-1] != VOID, axis=1) - 1
+col_first_non_void = np.argmax(board != VOID, axis=0)
+col_last_non_void = board.shape[0] - np.argmax(board[::-1, :] != VOID, axis=0) - 1
+
+
+faces = np.zeros_like(board)
+size = np.gcd(board.shape[0], board.shape[1])
+for row in range(0, board.shape[0], size):
+    for col in range(row_first_non_void[row], row_last_non_void[row], size):
+        faces[row : row + size, col : col + size] = faces.max() + 1
+
+SIZE = np.gcd(*board.shape)
+
+# TODO: deduce this from the actual cube...
+faces_wrap: dict[int, dict[str, Callable[[int, int], tuple[int, int, str]]]]
+
+if board.shape == (12, 16):  # example
+    faces_wrap = {
+        1: {
+            "W": lambda y, x: (4, 4 + y, "S"),  # 3N
+            "N": lambda y, x: (4, 11 - x, "S"),  # 2N
+            "E": lambda y, x: (11 - y, 15, "W"),  # 6E
+        },
+        2: {
+            "W": lambda y, x: (11, 19 - y, "N"),  # 6S
+            "N": lambda y, x: (0, 11 - y, "S"),  # 1N
+            "S": lambda y, x: (11, 11 - x, "N"),  # 5S
+        },
+        3: {
+            "N": lambda y, x: (x - 4, 8, "E"),  # 1W
+            "S": lambda y, x: (15 - x, 8, "E"),  # 5W
+        },
+        4: {"E": lambda y, x: (8, 19 - y, "S")},  # 6N
+        5: {
+            "W": lambda y, x: (7, 15 - y, "N"),  # 3S
+            "S": lambda y, x: (7, 11 - x, "N"),  # 2S
+        },
+        6: {
+            "N": lambda y, x: (19 - x, 11, "W"),  # 4E
+            "E": lambda y, x: (11 - y, 11, "W"),  # 1E
+            "S": lambda y, x: (19 - x, 0, "E"),  # 2W
+        },
+    }
+
+else:
+    faces_wrap = {
+        1: {
+            "W": lambda y, x: (3 * SIZE - y - 1, 0, "E"),  # 4W
+            "N": lambda y, x: (2 * SIZE + x, 0, "E"),  # 6W
+        },
+        2: {
+            "N": lambda y, x: (4 * SIZE - 1, x - 2 * SIZE, "N"),  # 6S
+            "E": lambda y, x: (3 * SIZE - y - 1, 2 * SIZE - 1, "W"),  # 5E
+            "S": lambda y, x: (x - SIZE, 2 * SIZE - 1, "W"),  # 3E
+        },
+        3: {
+            "W": lambda y, x: (2 * SIZE, y - SIZE, "S"),  # 4N
+            "E": lambda y, x: (SIZE - 1, SIZE + y, "N"),  # 2S
+        },
+        4: {
+            "W": lambda y, x: (3 * SIZE - y - 1, SIZE, "E"),  # 1W
+            "N": lambda y, x: (SIZE + x, SIZE, "E"),  # 3W
+        },
+        5: {
+            "E": lambda y, x: (3 * SIZE - y - 1, 3 * SIZE - 1, "W"),  # 2E
+            "S": lambda y, x: (2 * SIZE + x, SIZE - 1, "W"),  # 6E
+        },
+        6: {
+            "W": lambda y, x: (0, y - 2 * SIZE, "S"),  # 1N
+            "E": lambda y, x: (3 * SIZE - 1, y - 2 * SIZE, "N"),  # 5S
+            "S": lambda y, x: (0, x + 2 * SIZE, "S"),  # 2N
+        },
+    }
+
+
+def wrap_part_1(y0: int, x0: int, r0: str) -> tuple[int, int, str]:
+    if r0 == "E":
+        return y0, row_first_non_void[y0], r0
+    elif r0 == "S":
+        return col_first_non_void[x0], x0, r0
+    elif r0 == "W":
+        return y0, row_last_non_void[y0], r0
+    elif r0 == "N":
+        return col_last_non_void[x0], x0, r0
+
+    assert False
+
+
+def wrap_part_2(y0: int, x0: int, r0: str) -> tuple[int, int, str]:
+    cube = faces[y0, x0]
+    assert r0 in faces_wrap[cube]
+    return faces_wrap[cube][r0](y0, x0)
+
+
+def run(wrap: Callable[[int, int, str], tuple[int, int, str]]) -> tuple[int, int, str]:
+    y0 = 0
+    x0 = np.where(board[0] == EMPTY)[0][0]
+    r0 = "E"
+
+    for direction in directions:
+        if isinstance(direction, int):
+            while direction > 0:
+                if r0 == "E":
+                    xi = np.where(board[y0, x0 + 1 : x0 + direction + 1] == WALL)[0]
+                    if len(xi):
+                        x0 = x0 + xi[0]
+                        direction = 0
+                    elif (
+                        x0 + direction < board.shape[1]
+                        and board[y0, x0 + direction] == EMPTY
+                    ):
+                        x0 = x0 + direction
+                        direction = 0
+                    else:
+                        y0_t, x0_t, r0_t = wrap(y0, x0, r0)
+                        if board[y0_t, x0_t] == WALL:
+                            x0 = row_last_non_void[y0]
+                            direction = 0
+                        else:
+                            direction = direction - (row_last_non_void[y0] - x0) - 1
+                            y0, x0, r0 = y0_t, x0_t, r0_t
+                elif r0 == "S":
+                    yi = np.where(board[y0 + 1 : y0 + direction + 1, x0] == WALL)[0]
+                    if len(yi):
+                        y0 = y0 + yi[0]
+                        direction = 0
+                    elif (
+                        y0 + direction < board.shape[0]
+                        and board[y0 + direction, x0] == EMPTY
+                    ):
+                        y0 = y0 + direction
+                        direction = 0
+                    else:
+                        y0_t, x0_t, r0_t = wrap(y0, x0, r0)
+                        if board[y0_t, x0_t] == WALL:
+                            y0 = col_last_non_void[x0]
+                            direction = 0
+                        else:
+                            direction = direction - (col_last_non_void[x0] - y0) - 1
+                            y0, x0, r0 = y0_t, x0_t, r0_t
+                elif r0 == "W":
+                    left = max(x0 - direction - 1, 0)
+                    xi = np.where(board[y0, left:x0] == WALL)[0]
+                    if len(xi):
+                        x0 = left + xi[-1] + 1
+                        direction = 0
+                    elif x0 - direction >= 0 and board[y0, x0 - direction] == EMPTY:
+                        x0 = x0 - direction
+                        direction = 0
+                    else:
+                        y0_t, x0_t, r0_t = wrap(y0, x0, r0)
+                        if board[y0_t, x0_t] == WALL:
+                            x0 = row_first_non_void[y0]
+                            direction = 0
+                        else:
+                            direction = direction - (x0 - row_first_non_void[y0]) - 1
+                            y0, x0, r0 = y0_t, x0_t, r0_t
+                elif r0 == "N":
+                    top = max(y0 - direction - 1, 0)
+                    yi = np.where(board[top:y0, x0] == WALL)[0]
+                    if len(yi):
+                        y0 = top + yi[-1] + 1
+                        direction = 0
+                    elif y0 - direction >= 0 and board[y0 - direction, x0] == EMPTY:
+                        y0 = y0 - direction
+                        direction = 0
+                    else:
+                        y0_t, x0_t, r0_t = wrap(y0, x0, r0)
+                        if board[y0_t, x0_t] == WALL:
+                            y0 = col_first_non_void[x0]
+                            direction = 0
+                        else:
+                            direction = direction - (y0 - col_first_non_void[x0]) - 1
+                            y0, x0, r0 = y0_t, x0_t, r0_t
+        else:
+            r0 = {
+                "E": {"L": "N", "R": "S"},
+                "N": {"L": "W", "R": "E"},
+                "W": {"L": "S", "R": "N"},
+                "S": {"L": "E", "R": "W"},
+            }[r0][direction]
+
+    return y0, x0, r0
+
+
+y1, x1, r1 = run(wrap_part_1)
+answer_1 = 1000 * (1 + y1) + 4 * (1 + x1) + SCORES[r1]
+print(f"answer 1 is {answer_1}")
+
+y2, x2, r2 = run(wrap_part_2)
+answer_2 = 1000 * (1 + y2) + 4 * (1 + x2) + SCORES[r2]
+print(f"answer 2 is {answer_2}")

2022/day23.py

@@ -0,0 +1,103 @@
+import itertools
+import sys
+from collections import defaultdict
+
+Directions = list[
+    tuple[
+        str, tuple[int, int], tuple[tuple[int, int], tuple[int, int], tuple[int, int]]
+    ]
+]
+
+# (Y, X)
+DIRECTIONS: Directions = [
+    ("N", (-1, 0), ((-1, -1), (-1, 0), (-1, 1))),
+    ("S", (1, 0), ((1, -1), (1, 0), (1, 1))),
+    ("W", (0, -1), ((-1, -1), (0, -1), (1, -1))),
+    ("E", (0, 1), ((-1, 1), (0, 1), (1, 1))),
+]
+
+
+def min_max_yx(positions: set[tuple[int, int]]) -> tuple[int, int, int, int]:
+    ys, xs = {y for y, x in positions}, {x for y, x in positions}
+    return min(ys), min(xs), max(ys), max(xs)
+
+
+def print_positions(positions: set[tuple[int, int]]):
+    min_y, min_x, max_y, max_x = min_max_yx(positions)
+    print(
+        "\n".join(
+            "".join(
+                "#" if (y, x) in positions else "." for x in range(min_x - 1, max_x + 2)
+            )
+            for y in range(min_y - 1, max_y + 2)
+        )
+    )
+
+
+def round(
+    positions: set[tuple[int, int]],
+    directions: Directions,
+):
+    to_move: dict[tuple[int, int], list[tuple[int, int]]] = defaultdict(lambda: [])
+    for y, x in positions:
+        elves = {
+            (dy, dx): (y + dy, x + dx) in positions
+            for dy, dx in itertools.product((-1, 0, 1), (-1, 0, 1))
+            if (dy, dx) != (0, 0)
+        }
+
+        if not any(elves.values()):
+            to_move[y, x].append((y, x))
+            continue
+
+        found: str | None = None
+        for d, (dy, dx), d_yx_check in directions:
+            if not any(elves[dy, dx] for dy, dx in d_yx_check):
+                found = d
+                to_move[y + dy, x + dx].append((y, x))
+                break
+        if found is None:
+            to_move[y, x].append((y, x))
+
+    positions.clear()
+    for ty, tx in to_move:
+        if len(to_move[ty, tx]) > 1:
+            positions.update(to_move[ty, tx])
+        else:
+            positions.add((ty, tx))
+
+    directions.append(directions.pop(0))
+
+
+POSITIONS = {
+    (i, j)
+    for i, row in enumerate(sys.stdin.read().splitlines())
+    for j, col in enumerate(row)
+    if col == "#"
+}
+
+# === part 1 ===
+
+p1, d1 = POSITIONS.copy(), DIRECTIONS.copy()
+for r in range(10):
+    round(p1, d1)
+
+min_y, min_x, max_y, max_x = min_max_yx(p1)
+answer_1 = sum(
+    (y, x) not in p1 for y in range(min_y, max_y + 1) for x in range(min_x, max_x + 1)
+)
+print(f"answer 1 is {answer_1}")
+
+# === part 2 ===
+
+p2, d2 = POSITIONS.copy(), DIRECTIONS.copy()
+answer_2 = 0
+while True:
+    answer_2 += 1
+    backup = p2.copy()
+    round(p2, d2)
+
+    if backup == p2:
+        break
+
+print(f"answer 2 is {answer_2}")

2022/day24.py

@@ -0,0 +1,98 @@
+import heapq
+import math
+import sys
+from collections import defaultdict
+
+lines = sys.stdin.read().splitlines()
+
+winds = {
+    (i - 1, j - 1, lines[i][j])
+    for i in range(1, len(lines) - 1)
+    for j in range(1, len(lines[i]) - 1)
+    if lines[i][j] != "."
+}
+
+n_rows, n_cols = len(lines) - 2, len(lines[0]) - 2
+CYCLE = math.lcm(n_rows, n_cols)
+
+east_winds = [{j for j in range(n_cols) if (i, j, ">") in winds} for i in range(n_rows)]
+west_winds = [{j for j in range(n_cols) if (i, j, "<") in winds} for i in range(n_rows)]
+north_winds = [
+    {i for i in range(n_rows) if (i, j, "^") in winds} for j in range(n_cols)
+]
+south_winds = [
+    {i for i in range(n_rows) if (i, j, "v") in winds} for j in range(n_cols)
+]
+
+
+def run(start: tuple[int, int], start_cycle: int, end: tuple[int, int]):
+    def heuristic(y: int, x: int) -> int:
+        return abs(end[0] - y) + abs(end[1] - x)
+
+    # (distance + heuristic, distance, (start_pos, cycle))
+    queue = [(heuristic(start[0], start[1]), 0, ((start[0], start[1]), start_cycle))]
+    visited: set[tuple[tuple[int, int], int]] = set()
+    distances: dict[tuple[int, int], dict[int, int]] = defaultdict(lambda: {})
+
+    while queue:
+        _, distance, ((y, x), cycle) = heapq.heappop(queue)
+
+        if ((y, x), cycle) in visited:
+            continue
+
+        distances[y, x][cycle] = distance
+
+        visited.add(((y, x), cycle))
+
+        if (y, x) == (end[0], end[1]):
+            break
+
+        for dy, dx in (0, 0), (-1, 0), (1, 0), (0, -1), (0, 1):
+            ty = y + dy
+            tx = x + dx
+
+            n_cycle = (cycle + 1) % CYCLE
+
+            if (ty, tx) == end:
+                heapq.heappush(queue, (distance + 1, distance + 1, ((ty, tx), n_cycle)))
+                break
+
+            if ((ty, tx), n_cycle) in visited:
+                continue
+
+            if (ty, tx) != start and (ty < 0 or tx < 0 or ty >= n_rows or tx >= n_cols):
+                continue
+
+            if (ty, tx) != start:
+                if (ty - n_cycle) % n_rows in south_winds[tx]:
+                    continue
+                if (ty + n_cycle) % n_rows in north_winds[tx]:
+                    continue
+                if (tx + n_cycle) % n_cols in west_winds[ty]:
+                    continue
+                if (tx - n_cycle) % n_cols in east_winds[ty]:
+                    continue
+
+            heapq.heappush(
+                queue,
+                ((heuristic(ty, tx) + distance + 1, distance + 1, ((ty, tx), n_cycle))),
+            )
+
+    return distances, next(iter(distances[end].values()))
+
+
+start = (
+    -1,
+    next(j for j in range(1, len(lines[0]) - 1) if lines[0][j] == ".") - 1,
+)
+end = (
+    n_rows,
+    next(j for j in range(1, len(lines[-1]) - 1) if lines[-1][j] == ".") - 1,
+)
+
+distances_1, forward_1 = run(start, 0, end)
+print(f"answer 1 is {forward_1}")
+
+distances_2, return_1 = run(end, next(iter(distances_1[end].keys())), start)
+distances_3, forward_2 = run(start, next(iter(distances_2[start].keys())), end)
+print(f"answer 2 is {forward_1 + return_1 + forward_2}")

2022/day25.py

@@ -0,0 +1,27 @@
+import sys
+
+lines = sys.stdin.read().splitlines()
+
+coeffs = {"2": 2, "1": 1, "0": 0, "-": -1, "=": -2}
+
+
+def snafu2number(number: str) -> int:
+    value = 0
+    for c in number:
+        value *= 5
+        value += coeffs[c]
+    return value
+
+
+def number2snafu(number: int) -> str:
+    values = ["0", "1", "2", "=", "-"]
+    res = ""
+    while number > 0:
+        mod = number % 5
+        res = res + values[mod]
+        number = number // 5 + int(mod >= 3)
+    return "".join(reversed(res))
+
+
+answer_1 = number2snafu(sum(map(snafu2number, lines)))
+print(f"answer 1 is {answer_1}")

2022/day3.py

@@ -0,0 +1,23 @@
+import string
+import sys
+
+lines = [line.strip() for line in sys.stdin.readlines()]
+
+# extract content of each part
+parts = [(set(line[: len(line) // 2]), set(line[len(line) // 2 :])) for line in lines]
+
+# priorities
+priorities = {c: i + 1 for i, c in enumerate(string.ascii_letters)}
+
+# part 1
+part1 = sum(priorities[c] for p1, p2 in parts for c in p1.intersection(p2))
+print(f"answer 1 is {part1}")
+
+# part 2
+n_per_group = 3
+part2 = sum(
+    priorities[c]
+    for i in range(0, len(lines), n_per_group)
+    for c in set(lines[i]).intersection(*lines[i + 1 : i + n_per_group])
+)
+print(f"answer 2 is {part2}")

2022/day4.py

@@ -0,0 +1,17 @@
+import sys
+
+lines = [line.strip() for line in sys.stdin.readlines()]
+
+
+def make_range(value: str) -> set[int]:
+    parts = value.split("-")
+    return set(range(int(parts[0]), int(parts[1]) + 1))
+
+
+sections = [tuple(make_range(part) for part in line.split(",")) for line in lines]
+
+answer_1 = sum(s1.issubset(s2) or s2.issubset(s1) for s1, s2 in sections)
+print(f"answer 1 is {answer_1}")
+
+answer_2 = sum(bool(s1.intersection(s2)) for s1, s2 in sections)
+print(f"answer 1 is {answer_2}")

2022/day5.py

@@ -0,0 +1,41 @@
+import copy
+import sys
+
+blocks_s, moves_s = (part.splitlines() for part in sys.stdin.read().split("\n\n"))
+
+blocks: dict[str, list[str]] = {stack: [] for stack in blocks_s[-1].split()}
+
+# this codes assumes that the lines are regular, i.e., 4 characters per "crate" in the
+# form of '[X] ' (including the trailing space)
+#
+for block in blocks_s[-2::-1]:
+    for stack, index in zip(blocks, range(0, len(block), 4)):
+        crate = block[index + 1 : index + 2].strip()
+
+        if crate:
+            blocks[stack].append(crate)
+
+# part 1 - deep copy for part 2
+blocks_1 = copy.deepcopy(blocks)
+
+for move in moves_s:
+    _, count_s, _, from_, _, to_ = move.strip().split()
+
+    for _i in range(int(count_s)):
+        blocks_1[to_].append(blocks_1[from_].pop())
+
+# part 2
+blocks_2 = copy.deepcopy(blocks)
+
+for move in moves_s:
+    _, count_s, _, from_, _, to_ = move.strip().split()
+    count = int(count_s)
+
+    blocks_2[to_].extend(blocks_2[from_][-count:])
+    del blocks_2[from_][-count:]
+
+answer_1 = "".join(s[-1] for s in blocks_1.values())
+print(f"answer 1 is {answer_1}")
+
+answer_2 = "".join(s[-1] for s in blocks_2.values())
+print(f"answer 2 is {answer_2}")

2022/day6.py

@@ -0,0 +1,15 @@
+import sys
+
+
+def index_of_first_n_differents(data: str, n: int) -> int:
+    for i in range(len(data)):
+        if len(set(data[i : i + n])) == n:
+            return i + n
+    return -1
+
+
+data = sys.stdin.read().strip()
+
+
+print(f"answer 1 is {index_of_first_n_differents(data, 4)}")
+print(f"answer 2 is {index_of_first_n_differents(data, 14)}")

2022/day7.py

@@ -0,0 +1,80 @@
+import sys
+from pathlib import Path
+
+lines = sys.stdin.read().splitlines()
+
+# we are going to use Path to create path and go up/down in the file tree since it
+# implements everything we need
+#
+# we can use .resolve() to get normalized path, although this will add C:\ to all paths
+# on Windows but that is not an issue since only the sizes matter
+#
+
+# mapping from path to list of files or directories
+trees: dict[Path, list[Path]] = {}
+
+# mapping from paths to either size (for file) or -1 for directory
+sizes: dict[Path, int] = {}
+
+# first line must be a cd otherwise we have no idea where we are
+assert lines[0].startswith("$ cd")
+base_path = Path(lines[0].strip("$").split()[1]).resolve()
+cur_path = base_path
+
+trees[cur_path] = []
+sizes[cur_path] = -1
+
+for line in lines[1:]:
+    # command
+    if line.startswith("$"):
+        parts = line.strip("$").strip().split()
+        command = parts[0]
+
+        if command == "cd":
+            cur_path = cur_path.joinpath(parts[1]).resolve()
+
+            # just initialize the lis of files if not already done
+            if cur_path not in trees:
+                trees[cur_path] = []
+        else:
+            # nothing to do here
+            pass
+
+    # fill the current path
+    else:
+        parts = line.split()
+        name: str = parts[1]
+        if line.startswith("dir"):
+            size = -1
+        else:
+            size = int(parts[0])
+
+        path = cur_path.joinpath(name)
+        trees[cur_path].append(path)
+        sizes[path] = size
+
+
+def compute_size(path: Path) -> int:
+    size = sizes[path]
+
+    if size >= 0:
+        return size
+
+    return sum(compute_size(sub) for sub in trees[path])
+
+
+acc_sizes = {path: compute_size(path) for path in trees}
+
+# part 1
+answer_1 = sum(size for size in acc_sizes.values() if size <= 100_000)
+print(f"answer 1 is {answer_1}")
+
+# part 2
+total_space = 70_000_000
+update_space = 30_000_000
+free_space = total_space - acc_sizes[base_path]
+
+to_free_space = update_space - free_space
+
+answer_2 = min(size for size in acc_sizes.values() if size >= to_free_space)
+print(f"answer 2 is {answer_2}")

2022/day8.py

@@ -0,0 +1,53 @@
+import sys
+
+import numpy as np
+from numpy.typing import NDArray
+
+lines = sys.stdin.read().splitlines()
+
+trees = np.array([[int(x) for x in row] for row in lines])
+
+# answer 1
+highest_trees = np.ones(trees.shape + (4,), dtype=int) * -1
+highest_trees[1:-1, 1:-1] = [
+    [
+        [
+            trees[:i, j].max(),
+            trees[i + 1 :, j].max(),
+            trees[i, :j].max(),
+            trees[i, j + 1 :].max(),
+        ]
+        for j in range(1, trees.shape[1] - 1)
+    ]
+    for i in range(1, trees.shape[0] - 1)
+]
+
+answer_1 = (highest_trees.min(axis=2) < trees).sum()
+print(f"answer 1 is {answer_1}")
+
+
+def viewing_distance(row_of_trees: NDArray[np.int_], value: int) -> int:
+    w = np.where(row_of_trees >= value)[0]
+
+    if not w.size:
+        return len(row_of_trees)
+
+    return w[0] + 1
+
+
+# answer 2
+v_distances = np.zeros(trees.shape + (4,), dtype=int)
+v_distances[1:-1, 1:-1, :] = [
+    [
+        [
+            viewing_distance(trees[i - 1 :: -1, j], trees[i, j]),
+            viewing_distance(trees[i, j - 1 :: -1], trees[i, j]),
+            viewing_distance(trees[i, j + 1 :], trees[i, j]),
+            viewing_distance(trees[i + 1 :, j], trees[i, j]),
+        ]
+        for j in range(1, trees.shape[1] - 1)
+    ]
+    for i in range(1, trees.shape[0] - 1)
+]
+answer_2 = np.prod(v_distances, axis=2).max()
+print(f"answer 2 is {answer_2}")

2022/day9.py

@@ -0,0 +1,59 @@
+import sys
+
+import numpy as np
+
+
+def move(head: tuple[int, int], command: str) -> tuple[int, int]:
+    h_col, h_row = head
+
+    if command == "L":
+        head = (h_col - 1, h_row)
+    elif command == "R":
+        head = (h_col + 1, h_row)
+    elif command == "U":
+        head = (h_col, h_row + 1)
+    elif command == "D":
+        head = (h_col, h_row - 1)
+
+    return head
+
+
+def follow(head: tuple[int, int], tail: tuple[int, int]) -> tuple[int, int]:
+    h_col, h_row = head
+    t_col, t_row = tail
+
+    if abs(t_col - h_col) <= 1 and abs(t_row - h_row) <= 1:
+        return tail
+
+    return t_col + np.sign(h_col - t_col), t_row + np.sign(h_row - t_row)
+
+
+def run(commands: list[str], n_blocks: int) -> list[tuple[int, int]]:
+    blocks: list[tuple[int, int]] = [(0, 0) for _ in range(n_blocks)]
+    visited = [blocks[-1]]
+
+    for command in commands:
+        blocks[0] = move(blocks[0], command)
+
+        for i in range(0, n_blocks - 1):
+            blocks[i + 1] = follow(blocks[i], blocks[i + 1])
+
+        visited.append(blocks[-1])
+
+    return visited
+
+
+lines = sys.stdin.read().splitlines()
+
+# flatten the commands
+commands: list[str] = []
+for line in lines:
+    d, c = line.split()
+    commands.extend(d * int(c))
+
+
+visited_1 = run(commands, n_blocks=2)
+print(f"answer 1 is {len(set(visited_1))}")
+
+visited_2 = run(commands, n_blocks=10)
+print(f"answer 2 is {len(set(visited_2))}")