From 7550573f8ed884ce24d15cd220bafe668e76909a Mon Sep 17 00:00:00 2001
From: Matthew Pugh <pughmds@cyram.org>
Date: Sat, 23 Dec 2023 14:44:36 +0000
Subject: [PATCH] Catching up before Christmas

---
 solutions/2023/pughmds/bash/day01/main.sh     |    2 +-
 solutions/2023/pughmds/bash/day02/main.sh     |    2 +-
 solutions/2023/pughmds/inputs/day10/input.txt |  140 ++
 solutions/2023/pughmds/inputs/day10/test1.txt |    5 +
 solutions/2023/pughmds/inputs/day10/test2.txt |    5 +
 solutions/2023/pughmds/inputs/day10/test3.txt |    5 +
 solutions/2023/pughmds/inputs/day10/test4.txt |    5 +
 solutions/2023/pughmds/inputs/day10/test5.txt |    5 +
 solutions/2023/pughmds/inputs/day10/test6.txt |    3 +
 solutions/2023/pughmds/inputs/day11/input.txt |  140 ++
 solutions/2023/pughmds/inputs/day11/test1.txt |   10 +
 solutions/2023/pughmds/inputs/day11/test2.txt |   10 +
 solutions/2023/pughmds/inputs/day11/test3.txt |    2 +
 solutions/2023/pughmds/inputs/day12/input.txt | 1000 ++++++++++++
 solutions/2023/pughmds/inputs/day12/test1.txt |    6 +
 solutions/2023/pughmds/inputs/day12/test2.txt |    6 +
 solutions/2023/pughmds/inputs/day13/input.txt | 1351 +++++++++++++++++
 solutions/2023/pughmds/inputs/day13/test1.txt |   15 +
 solutions/2023/pughmds/inputs/day13/test2.txt |   13 +
 solutions/2023/pughmds/inputs/day13/test3.txt |   13 +
 solutions/2023/pughmds/inputs/day13/test4.txt |   17 +
 solutions/2023/pughmds/inputs/day14/input.txt |  100 ++
 solutions/2023/pughmds/inputs/day14/test1.txt |   10 +
 solutions/2023/pughmds/inputs/day14/test2.txt |    3 +
 solutions/2023/pughmds/inputs/day14/test3.txt |   50 +
 solutions/2023/pughmds/inputs/day14/test4.txt |    6 +
 solutions/2023/pughmds/inputs/day14/test5.txt |    3 +
 solutions/2023/pughmds/inputs/day15/input.txt |    1 +
 solutions/2023/pughmds/inputs/day15/test1.txt |    1 +
 .../2023/pughmds/python/day10/__init__.py     |    0
 .../2023/pughmds/python/day10/__main__.py     |  144 ++
 .../2023/pughmds/python/day10/__main__old.py  |  211 +++
 .../2023/pughmds/python/day11/__init__.py     |    0
 .../2023/pughmds/python/day11/__main__.py     |  163 ++
 .../2023/pughmds/python/day12/__init__.py     |    0
 .../2023/pughmds/python/day12/__main__.py     |  164 ++
 .../2023/pughmds/python/day13/__init__.py     |    0
 .../2023/pughmds/python/day13/__main__.py     |  177 +++
 .../2023/pughmds/python/day14/__init__.py     |    0
 .../2023/pughmds/python/day14/__main__.py     |  118 ++
 solutions/2023/pughmds/python/day14/test.py   |    0
 .../2023/pughmds/python/day15/__init__.py     |    0
 .../2023/pughmds/python/day15/__main__.py     |   79 +
 solutions/2023/pughmds/python/shared/file.py  |    3 +
 solutions/2023/pughmds/timings.csv            |   10 +
 45 files changed, 3996 insertions(+), 2 deletions(-)
 create mode 100644 solutions/2023/pughmds/inputs/day10/input.txt
 create mode 100644 solutions/2023/pughmds/inputs/day10/test1.txt
 create mode 100644 solutions/2023/pughmds/inputs/day10/test2.txt
 create mode 100644 solutions/2023/pughmds/inputs/day10/test3.txt
 create mode 100644 solutions/2023/pughmds/inputs/day10/test4.txt
 create mode 100644 solutions/2023/pughmds/inputs/day10/test5.txt
 create mode 100644 solutions/2023/pughmds/inputs/day10/test6.txt
 create mode 100644 solutions/2023/pughmds/inputs/day11/input.txt
 create mode 100644 solutions/2023/pughmds/inputs/day11/test1.txt
 create mode 100644 solutions/2023/pughmds/inputs/day11/test2.txt
 create mode 100644 solutions/2023/pughmds/inputs/day11/test3.txt
 create mode 100644 solutions/2023/pughmds/inputs/day12/input.txt
 create mode 100644 solutions/2023/pughmds/inputs/day12/test1.txt
 create mode 100644 solutions/2023/pughmds/inputs/day12/test2.txt
 create mode 100644 solutions/2023/pughmds/inputs/day13/input.txt
 create mode 100644 solutions/2023/pughmds/inputs/day13/test1.txt
 create mode 100644 solutions/2023/pughmds/inputs/day13/test2.txt
 create mode 100644 solutions/2023/pughmds/inputs/day13/test3.txt
 create mode 100644 solutions/2023/pughmds/inputs/day13/test4.txt
 create mode 100644 solutions/2023/pughmds/inputs/day14/input.txt
 create mode 100644 solutions/2023/pughmds/inputs/day14/test1.txt
 create mode 100644 solutions/2023/pughmds/inputs/day14/test2.txt
 create mode 100644 solutions/2023/pughmds/inputs/day14/test3.txt
 create mode 100644 solutions/2023/pughmds/inputs/day14/test4.txt
 create mode 100644 solutions/2023/pughmds/inputs/day14/test5.txt
 create mode 100644 solutions/2023/pughmds/inputs/day15/input.txt
 create mode 100644 solutions/2023/pughmds/inputs/day15/test1.txt
 create mode 100644 solutions/2023/pughmds/python/day10/__init__.py
 create mode 100644 solutions/2023/pughmds/python/day10/__main__.py
 create mode 100644 solutions/2023/pughmds/python/day10/__main__old.py
 create mode 100644 solutions/2023/pughmds/python/day11/__init__.py
 create mode 100644 solutions/2023/pughmds/python/day11/__main__.py
 create mode 100644 solutions/2023/pughmds/python/day12/__init__.py
 create mode 100644 solutions/2023/pughmds/python/day12/__main__.py
 create mode 100644 solutions/2023/pughmds/python/day13/__init__.py
 create mode 100644 solutions/2023/pughmds/python/day13/__main__.py
 create mode 100644 solutions/2023/pughmds/python/day14/__init__.py
 create mode 100644 solutions/2023/pughmds/python/day14/__main__.py
 create mode 100644 solutions/2023/pughmds/python/day14/test.py
 create mode 100644 solutions/2023/pughmds/python/day15/__init__.py
 create mode 100644 solutions/2023/pughmds/python/day15/__main__.py

diff --git a/solutions/2023/pughmds/bash/day01/main.sh b/solutions/2023/pughmds/bash/day01/main.sh
index d3e9abe..5729bbc 100755
--- a/solutions/2023/pughmds/bash/day01/main.sh
+++ b/solutions/2023/pughmds/bash/day01/main.sh
@@ -20,6 +20,6 @@ run() {
   echo $total
 }
 
-#result=$(run "../../inputs/day01/test1.txt")
+#result=$(run "../../inputs/day01/test5.txt")
 result=$(run "../../inputs/day01/input.txt")
 echo "Result: $result"
diff --git a/solutions/2023/pughmds/bash/day02/main.sh b/solutions/2023/pughmds/bash/day02/main.sh
index 716956f..ff55ab7 100755
--- a/solutions/2023/pughmds/bash/day02/main.sh
+++ b/solutions/2023/pughmds/bash/day02/main.sh
@@ -41,6 +41,6 @@ run() {
 
 
 
-#result=$(run "../../inputs/day02/test1.txt")
+#result=$(run "../../inputs/day02/test5.txt")
 result=$(run "../../inputs/day02/input.txt")
 echo "Result: $result"
\ No newline at end of file
diff --git a/solutions/2023/pughmds/inputs/day10/input.txt b/solutions/2023/pughmds/inputs/day10/input.txt
new file mode 100644
index 0000000..9307e72
--- /dev/null
+++ b/solutions/2023/pughmds/inputs/day10/input.txt
@@ -0,0 +1,140 @@
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diff --git a/solutions/2023/pughmds/inputs/day11/test1.txt b/solutions/2023/pughmds/inputs/day11/test1.txt
new file mode 100644
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new file mode 100644
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new file mode 100644
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\ No newline at end of file
diff --git a/solutions/2023/pughmds/inputs/day12/test1.txt b/solutions/2023/pughmds/inputs/day12/test1.txt
new file mode 100644
index 0000000..ab9396b
--- /dev/null
+++ b/solutions/2023/pughmds/inputs/day12/test1.txt
@@ -0,0 +1,6 @@
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\ No newline at end of file
diff --git a/solutions/2023/pughmds/inputs/day12/test2.txt b/solutions/2023/pughmds/inputs/day12/test2.txt
new file mode 100644
index 0000000..c5bec3a
--- /dev/null
+++ b/solutions/2023/pughmds/inputs/day12/test2.txt
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\ No newline at end of file
diff --git a/solutions/2023/pughmds/inputs/day13/input.txt b/solutions/2023/pughmds/inputs/day13/input.txt
new file mode 100644
index 0000000..ce4845e
--- /dev/null
+++ b/solutions/2023/pughmds/inputs/day13/input.txt
@@ -0,0 +1,1351 @@
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new file mode 100644
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\ No newline at end of file
diff --git a/solutions/2023/pughmds/inputs/day15/test1.txt b/solutions/2023/pughmds/inputs/day15/test1.txt
new file mode 100644
index 0000000..62f7ed0
--- /dev/null
+++ b/solutions/2023/pughmds/inputs/day15/test1.txt
@@ -0,0 +1 @@
+rn=1,cm-,qp=3,cm=2,qp-,pc=4,ot=9,ab=5,pc-,pc=6,ot=7
\ No newline at end of file
diff --git a/solutions/2023/pughmds/python/day10/__init__.py b/solutions/2023/pughmds/python/day10/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day10/__main__.py b/solutions/2023/pughmds/python/day10/__main__.py
new file mode 100644
index 0000000..6ad2f96
--- /dev/null
+++ b/solutions/2023/pughmds/python/day10/__main__.py
@@ -0,0 +1,144 @@
+import time
+EXPECTED_TEST_ANSWER_PART1 = [4, 4, 8, 8, 4, 3]
+EXPECTED_TEST_ANSWER_PART2 = [0, 0, 0, 0, 0, 0]
+PIPE_CHARS = ["|", "-", "F", "7", "L", "J"]
+UP_PIPES = ["|", "7", "F", "S"]
+DOWN_PIPES = ["|", "J", "L", "S"]
+LEFT_PIPES = ["-", "L", "F", "S"]
+RIGHT_PIPES = ["-", "J", "7", "S"]
+
+class Node:
+    def __init__(self, x, y, char):
+        self.x = x
+        self.y = y
+        self.char = char
+        self.next_node = None
+
+    def __str__(self):
+        return f" ({self.x},{self.y})[{self.char}] "
+
+class LinkedList:
+    def __init__(self):
+        self.head = None
+
+    def is_empty(self):
+        return self.head is None
+
+    def append(self, x, y, char):
+        new_node = Node(x, y, char)
+        if self.is_empty():
+            self.head = new_node
+        else:
+            current_node = self.head
+            while current_node.next_node:
+                current_node = current_node.next_node
+            current_node.next_node = new_node
+
+    def prepend(self, x, y, char):
+        new_node = Node(x, y, char)
+        new_node.next_node = self.head
+        self.head = new_node
+
+    def display(self):
+        elements = []
+        current_node = self.head
+        while current_node:
+            elements.append(current_node)
+            current_node = current_node.next_node
+        print(" -> ".join(map(str, elements)))
+
+
+
+class PipeMap:
+    def __init__(self, map):
+        self.map = [[char.strip() for char in string.strip()] for string in map]
+        self.original_map = self.map.copy()
+        self.remove_stray_characters()
+
+        self.path = LinkedList()
+        start = self.find_start_position()
+
+        self.path.append(start[0], start[1], start[2])
+        self.identify_loop()
+
+    def identify_loop(self):
+        self.path
+
+    def find_start_position(self):
+        position = next((i, row.index('S')) for i, row in enumerate(self.map) if 'S' in row)
+        return position[1], position[0], self.map[position[0]][position[1]]
+
+    def test_point(self, i1, j1, i2, j2, first_pipes, second_pipes):
+        if i1 < 0 or i2 < 0 or j1 < 0 or j2 < 0:
+            return False
+        try:
+            #print(f"Is surrounded by {self.map[j1][i1]} and {self.map[j2][i2]}")
+            if self.map[j1][i1] in first_pipes and self.map[j2][i2] in second_pipes:
+                return True
+            else:
+                return False
+        except:
+            return False
+
+    def remove_stray_characters(self):
+        # Loop over each character in the map, and make sure it connects with two other valid shapes.
+        for num in range(0, len(self.map) * 5):
+            for j, row in enumerate(self.map):
+                for i, char in enumerate(row):
+                    if char == ".":
+                        continue
+                    elif char == "-":
+                        if not self.test_point(i-1, j, i+1, j, LEFT_PIPES, RIGHT_PIPES):
+                            self.map[j][i] = "."
+                    elif char == "|":
+                        if not self.test_point(i, j-1, i, j+1, UP_PIPES, DOWN_PIPES):
+                            self.map[j][i] = "."
+                    elif char == "J":
+                        if not self.test_point(i-1, j, i, j-1, LEFT_PIPES, UP_PIPES):
+                            self.map[j][i] = "."
+                    elif char == "F":
+                        if not self.test_point(i, j+1, i+1, j, DOWN_PIPES, RIGHT_PIPES):
+                            self.map[j][i] = "."
+                    elif char == "7":
+                        if not self.test_point(i, j+1, i-1, j, DOWN_PIPES, LEFT_PIPES):
+                            self.map[j][i] = "."
+                    elif char == "L":
+                        if not self.test_point(i, j-1, i+1, j, UP_PIPES, RIGHT_PIPES):
+                            self.map[j][i] = "."
+
+    def get_length(self):
+        total = 0
+        for row in self.map:
+            for char in row:
+                if char in PIPE_CHARS:
+                    total += 1
+
+        return total
+
+    def __str__(self):
+        rows = len(self.map)
+        cols = len(self.map[0]) if rows > 0 else 0
+        result = ""
+        for j in range(rows):
+            for i in range(cols):
+                if 0 <= j < rows and 0 <= i < len(self.map[j]):
+                    result += str(self.map[j][i])
+                else:
+                    continue
+                    #result += "\t"
+            result += "\n"
+
+        return result.strip()
+
+def run(data):
+    this_map = PipeMap(data)
+    #print("--------")
+    #for row in data:
+    #    print(row)
+
+    print(this_map)
+    return round(this_map.get_length() / 2)
+
+
+def run_p2(data):
+    return 0
diff --git a/solutions/2023/pughmds/python/day10/__main__old.py b/solutions/2023/pughmds/python/day10/__main__old.py
new file mode 100644
index 0000000..5289320
--- /dev/null
+++ b/solutions/2023/pughmds/python/day10/__main__old.py
@@ -0,0 +1,211 @@
+'''
+Original attempt where I was overthinking it...
+'''
+import time
+EXPECTED_TEST_ANSWER_PART1 = [4, 4, 8, 8]
+EXPECTED_TEST_ANSWER_PART2 = [0, 0, 0, 0]
+PIPE_CHARS = ["|", "-", "F", "7", "L", "J"]
+UP_PIPES = ["|", "7", "F"]
+DOWN_PIPES = ["|", "J", "L"]
+LEFT_PIPES = ["-", "L", "F"]
+RIGHT_PIPES = ["-", "J", "7"]
+
+
+class Point:
+    """
+    No real need to make a point like this, but it may be
+    useful to keep track of things...
+    """
+    def __init__(self, x, y, char):
+        self._x = x
+        self._y = y
+        self._char = char
+        self._up = False
+        self._down = False
+        self._left = False
+        self._right = False
+        self.check_char()
+
+    @property
+    def char(self):
+        return self._char
+
+    @property
+    def x(self):
+        return self._x
+
+    @property
+    def y(self):
+        return self._y
+
+    @property
+    def up(self):
+        return self._up
+
+    @property
+    def down(self):
+        return self._down
+
+    @property
+    def left(self):
+        return self._left
+
+    @property
+    def right(self):
+        return self._right
+
+
+    def check_char(self):
+        # It's a rule that the order should follow the Konami Code... https://en.wikipedia.org/wiki/Konami_Code
+        direction_mapping = {
+            "|": (True, True, False, False),
+            "-": (False, False, True, True),
+            "J": (True, False, True, False),
+            "F": (False, True, False, True),
+            "7": (False, True, True, False),
+            "S": (True, True, True, True),
+            "L": (True, False, False, True)
+        }
+
+        self._up, self._down, self._left, self._right = direction_mapping.get(self.char, (False, False, False, False))
+
+    def __str__(self):
+        return f"({self._x}, {self._y}): [U:{self._up}, D:{self._down}, L:{self._left}, R:{self._right}] --> '{self._char}'"
+
+
+class PipeMap:
+    def __init__(self, map):
+        self.map = map
+        self.start_pos = self.find_start_position()
+        self.pipe_path = self.get_pipe_path()
+
+    def find_start_position(self):
+        position = next((i, row.index('S')) for i, row in enumerate(self.map) if 'S' in row)
+        return Point(position[1], position[0], self.map[position[0]][position[1]])
+
+    def get_surrounding_points(self, this_point):
+        surrounding = [0, 0, 0, 0]
+        directions = [(-1, 0), (1, 0), (0, -1), (0, 1)]
+
+        for i, (dy, dx) in enumerate(directions):
+            try:
+                surrounding[i] = self.map[this_point.y + dy][this_point.x + dx]
+                if surrounding[i] == ' ':
+                    surrounding[i] = '.'
+            except IndexError:
+                surrounding[i] = "."
+
+        # Now, let's narrow things so that we only are shown points we can get to
+        if not this_point.up:
+            surrounding[0] = "."
+        if not this_point.down:
+            surrounding[1] = "."
+        if not this_point.left:
+            surrounding[2] = "."
+        if not this_point.right:
+            surrounding[3] = "."
+
+        return surrounding
+
+    def get_pipe_path(self):
+        path = []
+        steps = 0
+
+        print("------------Using this Map------------")
+        print(self.map)
+
+        current_location = self.start_pos
+        path.append(self.start_pos)
+        came_from_direction = False
+        loop_connected = False
+        while not loop_connected:
+            # First, have a look around us based on the point's perspective
+            surrounding = self.get_surrounding_points(current_location)
+            next_pipe = -1
+            # Now, we need to turn off the direction we came from
+            if came_from_direction >= 0:
+                print(f"Let's disable where we come from: {came_from_direction}")
+                surrounding[came_from_direction] = "."
+
+            # Next, we need to check if there are more than two paths leading from the point we're at.
+            possible_path_count = len(surrounding) - surrounding.count(".")
+            print(surrounding)
+            print(f"At step {steps} on char {current_location.char} ({current_location.x},{current_location.y}), I found {possible_path_count} possible paths to follow.")
+            # If there are only one or two paths, we can just follow and move to the next stage.
+            if possible_path_count > 2:
+                # This may happen in the starting position, but maybe others...
+                print("Unsure which path to follow...")
+                break
+            else:
+                # Follow the first route we can
+                for char in PIPE_CHARS:
+                    try:
+                        next_pipe = surrounding.index(char)
+                        break
+                    except:
+                        continue
+                print(f"Following: {surrounding[next_pipe]}")
+                time.sleep(0.5)
+                # Determine which way that character wants us to go, and if the character is a valid path
+                # Create and store this point
+                if "S" in surrounding:
+                    # We need to trigger the end
+                    print("We see the Starting point!")
+                    start_location = surrounding.index("S")
+                    if start_location == 0 and current_location.char in UP_PIPES:
+                        loop_connected = True
+                    elif start_location == 1 and current_location.char in DOWN_PIPES:
+                        loop_connected = True
+                    elif start_location == 2 and current_location.char in LEFT_PIPES:
+                        loop_connected = True
+                    elif start_location == 3 and current_location.char in RIGHT_PIPES:
+                        loop_connected = True
+                    else:
+                        print(f"I'm not sure what to do: {char} has surrounding chars {surrounding}")
+                elif next_pipe == 0 and surrounding[next_pipe] in UP_PIPES:
+                    current_location = Point(current_location.x, current_location.y - 1, surrounding[next_pipe])
+                    print(f"Going Up to {surrounding[next_pipe]}!")
+                    came_from_direction = 1
+                    path.append(current_location)
+                elif next_pipe == 1 and surrounding[next_pipe] in DOWN_PIPES:
+                    current_location = Point(current_location.x, current_location.y + 1, surrounding[next_pipe])
+                    print(f"Going Down to {surrounding[next_pipe]}!")
+                    came_from_direction = 0
+                    path.append(current_location)
+                elif next_pipe == 2 and surrounding[next_pipe] in LEFT_PIPES:
+                    current_location = Point(current_location.x - 1, current_location.y, surrounding[next_pipe])
+                    print(f"Going Left to {surrounding[next_pipe]}!")
+                    came_from_direction = 3
+                    path.append(current_location)
+                elif next_pipe == 3 and surrounding[next_pipe] in RIGHT_PIPES:
+                    current_location = Point(current_location.x + 1, current_location.y - 1, surrounding[next_pipe])
+                    print(f"Going Right to {surrounding[next_pipe]}!")
+                    came_from_direction = 2
+                    path.append(current_location)
+
+            steps += 1
+        return path
+
+    def __str__(self):
+        rows = len(self.map)
+        cols = len(self.map[0]) if rows > 0 else 0
+        result = ""
+        for i in range(rows):
+            for j in range(cols):
+                if 0 <= i < rows and 0 <= j < len(self.map[i]):
+                    result += str(self.map[i][j]) + "\t"
+                else:
+                    result += "\t"
+            result += "\n"
+
+        return result.strip()
+
+def run(data):
+    this_map = PipeMap(data)
+
+    print(this_map)
+    return len(this_map.pipe_path)
+
+
+def run_p2(data):
+    return 0
diff --git a/solutions/2023/pughmds/python/day11/__init__.py b/solutions/2023/pughmds/python/day11/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day11/__main__.py b/solutions/2023/pughmds/python/day11/__main__.py
new file mode 100644
index 0000000..140651b
--- /dev/null
+++ b/solutions/2023/pughmds/python/day11/__main__.py
@@ -0,0 +1,163 @@
+import math
+
+EXPECTED_TEST_ANSWER_PART1 = [374, 22, 6]
+EXPECTED_TEST_ANSWER_PART2 = [1030, 102, 6]
+
+class Galaxy:
+    def __init__(self, x, y):
+        self.x = x
+        self.y = y
+
+
+def get_distance(g1, g2):
+    distance = abs(g2.x - g1.x) + abs(g2.y - g1.y)
+    return distance
+
+def get_empty(map):
+    empty_rows = []
+
+    for y_idx, line in enumerate(map):
+        if "#" not in line:
+            empty_rows.append(y_idx)
+    return empty_rows
+
+def duplicate_row(lst, index):
+
+    row_to_dup = lst[index]
+    lst.insert(index, row_to_dup)
+
+    return lst
+
+
+def duplicate_col(lst, index):
+    if not lst:
+        return
+
+    if 0 <= index < len(lst[0]):
+        for i in range(len(lst)):
+            # Insert a duplicate of the character at the specified index
+            lst[i] = lst[i][:index] + lst[i][index] + lst[i][index:]
+    else:
+        print("Index out of range")
+    return lst
+
+def find_galaxies(data):
+    galaxies = []
+    for y_idx, line in enumerate(data):
+        indices = []
+        start_index = 0
+        try:
+            while True:
+                index = line.index("#", start_index)
+                indices.append(index)
+                start_index = index + 1
+        except ValueError:
+            pass
+
+        for index in indices:
+            galaxies.append(Galaxy(index, y_idx))
+    return galaxies
+
+def get_distance_sum(galaxies):
+    total = 0
+    for i in range(len(galaxies)):
+        for j in range(i + 1, len(galaxies)):
+            galaxy = galaxies[i]
+            pair_galaxy = galaxies[j]
+            distance = get_distance(galaxy, pair_galaxy)
+            if distance > 0:
+                total += distance
+    return total
+
+
+def get_distance_sum_expanded(galaxies, empty_rows, empty_cols, distance_factor):
+    total = 0
+    distance_factor -= 1
+    for i in range(len(galaxies)):
+        for j in range(i + 1, len(galaxies)):
+            distance = get_distance(galaxies[i], galaxies[j])
+            # First, work out if we crossed any row boundaries (Y)
+            if galaxies[i].y > galaxies[j].y:
+                first_val = galaxies[j].y
+                second_val = galaxies[i].y
+            else:
+                first_val = galaxies[i].y
+                second_val = galaxies[j].y
+
+            # Work out how many times we need to expand on the distance
+            crossed_boundaries = [x for x in empty_rows if first_val <= x < second_val]
+            if len(crossed_boundaries) > 0:
+                distance += (len(crossed_boundaries) * distance_factor)
+
+            # Next, work out if we crossed any column boundaries (X)
+            if galaxies[i].x > galaxies[j].x:
+                first_val = galaxies[j].x
+                second_val = galaxies[i].x
+            else:
+                first_val = galaxies[i].x
+                second_val = galaxies[j].x
+
+            crossed_boundaries = [x for x in empty_cols if first_val <= x < second_val]
+            if len(crossed_boundaries) > 0:
+                distance += (len(crossed_boundaries) * distance_factor)
+
+            total += distance
+    return total
+
+def run(data):
+    """
+    Actually physically modify the map to have the needed values.
+    """
+    # Find a list of empty rows
+    empty_rows = get_empty(data)
+    if len(empty_rows) > 0:
+        empty_rows.sort(reverse=True)
+
+    # find a list of empty columns
+    empty_cols = get_empty(list(map(list, zip(*data))))
+    if len(empty_cols) > 0:
+        empty_cols.sort(reverse=True)
+
+    # Duplicate any rows and columns that are needed
+    for row in empty_rows:
+        data = duplicate_row(data, row)
+
+    for col in empty_cols:
+        data = duplicate_col(data, col)
+
+    # Find all the galaxies
+    galaxies = find_galaxies(data)
+
+    # Get the sum of the distances
+    total = get_distance_sum(galaxies)
+    return total
+
+
+def run_p2(data):
+    """
+    To do this, we can't modify the map, but we CAN modify the coordinates
+    to create the same effect.
+    """
+    # First, find all the galaxies
+    galaxies = find_galaxies(data)
+
+    # Find a list of empty rows
+    empty_rows = get_empty(data)
+    if len(empty_rows) > 0:
+        empty_rows.sort(reverse=True)
+
+    # find a list of empty columns
+    empty_cols = get_empty(list(map(list, zip(*data))))
+    if len(empty_cols) > 0:
+        empty_cols.sort(reverse=True)
+
+    # Now that we have a list of galaxies, let's find the empty rows and cols
+    for row in empty_rows:
+        data = duplicate_row(data, row)
+
+    for col in empty_cols:
+        data = duplicate_col(data, col)
+
+    # Finally, let's work out the distance sum
+    total = get_distance_sum_expanded(galaxies, empty_rows, empty_cols, 1000000)
+    return total
diff --git a/solutions/2023/pughmds/python/day12/__init__.py b/solutions/2023/pughmds/python/day12/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day12/__main__.py b/solutions/2023/pughmds/python/day12/__main__.py
new file mode 100644
index 0000000..c8e0540
--- /dev/null
+++ b/solutions/2023/pughmds/python/day12/__main__.py
@@ -0,0 +1,164 @@
+import re
+from itertools import product
+from itertools import combinations
+from functools import lru_cache
+from functools import cache
+import random
+
+EXPECTED_TEST_ANSWER_PART1 = [6, 21]
+EXPECTED_TEST_ANSWER_PART2 = [6, 525152]
+
+
+@lru_cache(maxsize=None)
+def find_unequal_combinations(question_indices, num_hashes, input_string):
+    possible_results = []
+    input_string = list(input_string)
+    possible_swap_indices = combinations(question_indices, num_hashes)
+    for swap_group in possible_swap_indices:
+        temp_list = list(input_string)
+        for index in swap_group:
+            temp_list[index] = "#"
+        possible_results.append("".join(temp_list))
+    return possible_results
+
+
+def generate_combinations_with_hashes(input_string, num_hashes):
+    # Find all indices of '?' characters in the input string
+    question_indices = [index for index, char in enumerate(input_string) if char == "?"]
+    question_count = len(question_indices)
+
+    if num_hashes == question_count:
+        return [input_string.replace("?", "#")]
+
+    elif num_hashes > question_count:
+        return []
+
+    else:
+        possible_results = find_unequal_combinations(
+            tuple(question_indices), num_hashes, input_string
+        )
+
+    return [result.replace("?", ".") for result in possible_results]
+
+
+@lru_cache(maxsize=None)
+def extract_exact_groups(input_string):
+    # Define a regular expression pattern to match groups of consecutive '#'
+    pattern = re.compile(r"#+")
+
+    # Use findall to extract all matches of the pattern in the input string
+    groups = pattern.findall(input_string)
+
+    return groups
+
+
+def get_pattern_from_result(result):
+    return [len(x) for x in result]
+
+
+def check_row(row):
+    total = 0
+    if "?" not in row[0]:
+        # This will be a simple check to see if making the pattern is possible
+        result = extract_exact_groups(row[0])
+        pattern = get_pattern_from_result(result)
+        if pattern == row[1]:
+            total += 1
+    else:
+        # Now we have to take into consideration the ? values...
+        # '???.###'
+        # How many ways could this match the pattern?
+        num_to_find = sum(row[1]) - row[0].count("#")
+        result = generate_combinations_with_hashes(row[0], num_to_find)
+
+        # remove any non-matching results
+        for test in result:
+            groups = extract_exact_groups(test)
+            group_size = get_pattern_from_result(groups)
+            if group_size == row[1]:
+                total += 1
+    return total
+
+
+def parse_lines(data, unfold_count=1):
+    rows = []
+    for line in data:
+        record, pattern = line.strip().split(" ")
+        pattern = pattern.split(",")
+        pattern = [int(a) for a in pattern]
+        if unfold_count > 1:
+            newstring = '?'.join([record] * unfold_count)
+        rows.append((newstring, pattern * unfold_count))
+    return rows
+
+@cache
+def solve_recursively(input, groups):
+    """
+    We need a way to go through the more complex strings and
+    solve it without actually storing anything other than if it works
+    or not. Therefore, we can go through the string, left to right,
+    recursivly checking to see if it matches the pattern
+    """
+    result = 0
+
+    if not groups:
+        if "#" in input:
+            return 0
+        else:
+            return 1
+    if not input:
+        if not groups:
+            return 1
+        else:
+            return 0
+
+    if input[0] in ".?":
+        result += solve_recursively(input[1:], groups)
+    if input[0] in "#?":
+        if (
+            groups[0] <= len(input)
+            and "." not in input[: groups[0]]
+            and (groups[0] == len(input) or input[groups[0]] != "#")
+        ):
+            # If we have a series of # characters at the start, we can test a match
+            result += solve_recursively(input[groups[0] + 1 :], groups[1:])
+
+    return result
+
+
+def run(data):
+    """
+    Manually go through and find the answer
+    """
+    rows = parse_lines(data)
+
+    total = 0
+
+    """for row in rows:
+        total += check_row(row)"""
+
+    for row in rows:
+        # Let's try recursion!  (always a good idea with Python...)
+        value = solve_recursively(row[0], row[1])
+        total += value
+
+    return total
+
+
+def run_p2(data):
+    """
+    Once again, we have a solution that would blow up my old
+    computer if we tried it with the extra inputs. Therefore,
+    we need to do this more efficiently.
+    """
+    total = 0
+    rows = parse_lines(data, 5)
+
+    for row in rows:
+        # Let's try recursion!  (always a good idea with Python...)
+        #print(row)
+        value = solve_recursively(row[0], tuple(row[1]))
+        #print(value)
+        total += value
+
+    return total
diff --git a/solutions/2023/pughmds/python/day13/__init__.py b/solutions/2023/pughmds/python/day13/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day13/__main__.py b/solutions/2023/pughmds/python/day13/__main__.py
new file mode 100644
index 0000000..2168220
--- /dev/null
+++ b/solutions/2023/pughmds/python/day13/__main__.py
@@ -0,0 +1,177 @@
+from collections import Counter
+
+EXPECTED_TEST_ANSWER_PART1 = [405, 900, 400, 500]
+EXPECTED_TEST_ANSWER_PART2 = [400, 400, 6, 11]
+
+
+def find_symmetry_line(data):
+    """
+    UNUSED
+
+    Finds repeated elements in a list of strings. Worked as an initial
+    experiment, but found it might be too cumbersome in the long run.
+    Have left for reference, but didn't use in the final solution...
+    """
+    counter = Counter(data)
+    duplicates_with_indices = {}
+
+    for idx, item in enumerate(data):
+        if counter[item] > 1:
+            if item not in duplicates_with_indices:
+                duplicates_with_indices[item] = [idx]
+            else:
+                duplicates_with_indices[item].append(idx)
+
+    return duplicates_with_indices
+
+
+def split_shapes(data):
+    """
+    UNUSED
+
+    First I visually split the input into groups of 2D string arrays
+    But found that this would be limiting in the long run. Have left for
+    reference, but didn't use in the final solution...
+    """
+    result = []
+    current_subarray = []
+
+    for element in data:
+        element = element.strip()
+        if element:  # Check if the element is non-empty
+            current_subarray.append(element)
+        elif current_subarray:  # Check if the current subarray is not empty
+            result.append(current_subarray)
+            current_subarray = []
+
+    if current_subarray:
+        result.append(current_subarray)
+
+    return result
+
+
+def convert_shape_to_binary(shape):
+    """
+    Converts each line of a shape into a binary representation
+    so it makes this problem simply dealing with symmetry in
+    a list of numbers instead of a 2D string.
+    """
+    bin_shape = []
+    for row in shape:
+        row = row.strip().replace(".", "0").replace("#", "1")
+        bin_shape.append(int(row, 2))
+
+    return bin_shape
+
+
+def find_repeating_indices(lst, smudge=False):
+    """
+    Find where there are two elements of the list that are the same.
+    It may (or may not) be a mirror line!
+    """
+    repeating_indices = []
+
+    for i in range(1, len(lst)):
+        num1 = lst[i]
+        num2 = lst[i - 1]
+        if num1 == num2:
+            repeating_indices.append((i - 1, i))
+        elif smudge:
+            # Let's also check if numbers are one-off their neighbours?
+            comparison_result = check_binary_similarity(num1, num2)
+            if comparison_result:
+                repeating_indices.append((i - 1, i))
+    return repeating_indices
+
+
+def check_binary_similarity(x, y):
+    """
+    This function compares (bitwise) two numbers
+    and checks to see if they are one bit-flip off
+    of each other. If they are, then return true
+    as this could be a smudge.
+    """
+    result = x ^ y
+    if bin(result).count("1") == 1:
+        return True
+    return False
+
+
+def check_symmetry(shape, index, smudge=False):
+    """
+    Check to see if a list is symmetrical around the given index
+    """
+
+    # First, split the list around the symmetry
+    a = shape[: index[1]]
+    b = shape[index[1] :]
+
+    # Find the shorter pattern, and match the longer one
+    min_length = min(len(a), len(b))
+    a = a[-min_length:]
+    b = b[:min_length]
+
+    if a == b[::-1] and not smudge:
+        # Already a mirror, no need to do anything further
+        return len(shape[: index[1]])
+    elif smudge:
+        # Find the differences between the two lists
+        diff = list(set(a) ^ set(b[::-1]))
+        if len(diff) == 2:
+            # We're only going to act if there's a matching pair
+            comparison_result = check_binary_similarity(diff[0], diff[1])
+            if comparison_result:
+                return len(shape[: index[1]])
+            else:
+                return -1
+        else:
+            return -1
+    return -1
+
+
+def count_score(repeats, multiplier, bin_shape, smudge=False):
+    """
+    Totals up the score to feed to AoC. 100* horiz, 1* vertical
+    """
+    total = 0
+    for index in repeats:
+        result = check_symmetry(bin_shape, index, smudge)
+        if result > 0:
+            total += result * multiplier
+    return total
+
+
+def handle_shape(shape, multiplier, smudge=False):
+    """
+    Steps to determine and count LOS for a shape
+    """
+    bin_shape1 = convert_shape_to_binary(shape)
+    repeats = find_repeating_indices(bin_shape1, smudge)
+    return count_score(repeats, multiplier, bin_shape1, smudge)
+
+
+def run(data):
+    """
+    Lines of symmetry
+    """
+    # First, we need to find any row or column that has a neighbour that matches.
+    shapes = split_shapes(data)
+    total = 0
+    for shape in shapes:
+        # The original shape
+        total += handle_shape(shape, 100)
+        total += handle_shape(["".join(chars) for chars in zip(*shape)], 1)
+    return total
+
+
+def run_p2(data):
+    """
+    Now we have smudges to worry about...
+    """
+    shapes = split_shapes(data)
+    total = 0
+    for shape in shapes:
+        # The original shape
+        total += handle_shape(shape, 100, True)
+        total += handle_shape(["".join(chars) for chars in zip(*shape)], 1, True)
+    return total
diff --git a/solutions/2023/pughmds/python/day14/__init__.py b/solutions/2023/pughmds/python/day14/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day14/__main__.py b/solutions/2023/pughmds/python/day14/__main__.py
new file mode 100644
index 0000000..817866a
--- /dev/null
+++ b/solutions/2023/pughmds/python/day14/__main__.py
@@ -0,0 +1,118 @@
+import math
+
+EXPECTED_TEST_ANSWER_PART1 = [114]
+EXPECTED_TEST_ANSWER_PART2 = [2]
+
+from math import factorial
+from fractions import Fraction
+
+
+class sequence:
+    """
+    Adapted and cleaned up version of this code:
+    https://codereview.stackexchange.com/questions/277964/calculating-the-nth-term-of-a-sequence-python-3-9-5
+    """
+
+    def __init__(self, *values, sequence=True):
+        self.sequence = sequence
+        self.originalValues = values
+        self.values = values
+        self.calc = []
+        self.generate_terms()
+
+    def determine_pattern(self, temp_values, difference):
+        pattern = False
+        iter_count = 1
+        while not pattern:
+            difference_length = len(temp_values) - 1
+            for n in range(difference_length):
+                difference.append(
+                    Fraction(temp_values[n + 1]) - Fraction(temp_values[n])
+                )
+
+            # checks if all values in 'pattern' are equal (if so, then the pattern is found)
+            pattern = [difference[0]] * difference_length == difference
+
+            # didn't find a pattern with n^x, lets raise the iterCount and try with n^x+1
+            if not pattern:
+                temp_values = difference
+                difference = []
+                iter_count += 1
+        return pattern, difference, iter_count
+
+    def generate_terms(self):
+        difference = []
+        temp_values = self.values
+
+        while [temp_values[0]] * len(temp_values) != temp_values:
+            pattern, difference, iter_count = self.determine_pattern(
+                temp_values, difference
+            )
+
+            # this is essentially difference[0] / factorial(iterCount)
+            coefficient_of_n = Fraction(difference[0], factorial(iter_count))
+
+            # adds the found pattern to self.calc so it can be used in calculations later on
+            self.calc.append([coefficient_of_n, iter_count])
+
+            # makes a list of the nth term of the found pattern and...
+            pattern_found = [
+                coefficient_of_n * (n**iter_count)
+                for n in range(1, len(self.values) + 1)
+            ]
+
+            temp_values = []
+            difference = []
+
+            # ...takes that away from the original values
+            for n in range(len(self.values)):
+                temp_values.append(
+                    Fraction(self.values[n]) - Fraction(pattern_found[n])
+                )
+
+            self.values = temp_values
+
+        self.values = list(self.originalValues)
+
+        if temp_values[0] != 0:
+            # takes that value away from the list and adds it to the nth term
+            self.calc.append([temp_values[0], 0])
+
+    def calculate(self, n):
+        """
+        Calculates the nth value of the sequence of numbers provided.
+        nth_term_data[0] = a (coefficient of n)
+        nth_term_data[1] = b (power of n)
+        data is presented like: an^b
+        """
+
+        if not isinstance(n, int):
+            raise ValueError("nthTerm.calculate(n) only accepts integer values of 'n'.")
+
+        value_of_n = 0
+        for nth_term_data in self.calc:
+            coefficient, power = nth_term_data
+            if power == 0:
+                value_of_n += coefficient
+            else:
+                value_of_n += nth_term_data[0] * (n ** nth_term_data[1])
+
+        return int(value_of_n) if value_of_n.denominator == 1 else value_of_n
+
+
+def run(data):
+    total = 0
+    for line in data:
+        numbers = [int(num) for num in line.split()]
+        result = sequence(*numbers)
+        total += result.calculate(len(numbers) + 1)
+    return total
+
+
+def run_p2(data):
+    total = 0
+    for line in data:
+        numbers = [int(num) for num in line.split()]
+        result = sequence(*numbers)
+        total += result.calculate(0)
+    return total
diff --git a/solutions/2023/pughmds/python/day14/test.py b/solutions/2023/pughmds/python/day14/test.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day15/__init__.py b/solutions/2023/pughmds/python/day15/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/solutions/2023/pughmds/python/day15/__main__.py b/solutions/2023/pughmds/python/day15/__main__.py
new file mode 100644
index 0000000..58124ba
--- /dev/null
+++ b/solutions/2023/pughmds/python/day15/__main__.py
@@ -0,0 +1,79 @@
+from functools import lru_cache
+
+EXPECTED_TEST_ANSWER_PART1 = [1320]
+EXPECTED_TEST_ANSWER_PART2 = [145]
+
+
+@lru_cache(maxsize=None)
+def hash(instruction):
+    """
+    Determine the ASCII code for the current character of the string.
+    Increase the current value by the ASCII code you just determined.
+    Set the current value to itself multiplied by 17.
+    Set the current value to the remainder of dividing itself by 256.
+    """
+    current_value = 0
+    for char in instruction:
+        current_value = ((current_value + ord(char)) * 17) % 256
+    return current_value
+
+
+def handle_instruction(instr, boxes):
+    """
+    A bit untidy, but sorts through the instructions and either stores,
+    removes, or updates the boxes as needed.
+    """
+    label, focal = instr.split("=") if "=" in instr else instr.split("-")
+    focal = int(focal) if focal else 0
+    box = hash(label)
+
+    if box not in boxes:
+        if "=" in instr:
+            boxes[box] = [{"label": label, "focal": focal}]
+        return boxes
+
+    if "=" in instr:
+        # Update existing item or add new item
+        for item in boxes[box]:
+            if item["label"] == label:
+                item["focal"] = focal
+                return boxes
+        else:
+            boxes[box].append({"label": label, "focal": focal})
+    else:
+        # Remove item with matching label
+        boxes[box] = [item for item in boxes[box] if item["label"] != label]
+
+    return boxes
+
+
+def score_focal_positions(boxes):
+    """
+    Go through each box and score it as follows:
+    box number * Box Position * Focal Score
+    """
+    total = 0
+    for key in boxes:
+        if len(boxes[key]) == 0:
+            continue
+        else:
+            for idx, item in enumerate(boxes[key]):
+                total += (key + 1) * (idx + 1) * item["focal"]
+    return total
+
+
+def run(data):
+    instructions = data[0].split(",")
+    total = 0
+    for instruction in instructions:
+        total += hash(instruction)
+    return total
+
+
+def run_p2(data):
+    instructions = data[0].split(",")
+    boxes = {}
+    for instruction in instructions:
+        boxes = handle_instruction(instruction, boxes)
+
+    return score_focal_positions(boxes)
diff --git a/solutions/2023/pughmds/python/shared/file.py b/solutions/2023/pughmds/python/shared/file.py
index 612e8d9..679522e 100644
--- a/solutions/2023/pughmds/python/shared/file.py
+++ b/solutions/2023/pughmds/python/shared/file.py
@@ -1,4 +1,7 @@
 def open_into_list(filelocation):
+    print("---------------------------------")
+    print(f"--> Opening file: {filelocation}")
+    print("---------------------------------")
     with open(filelocation) as file:
         lines = [line.replace('\n', ' ') for line in file]
     return lines
diff --git a/solutions/2023/pughmds/timings.csv b/solutions/2023/pughmds/timings.csv
index 89675b7..9bffe8a 100644
--- a/solutions/2023/pughmds/timings.csv
+++ b/solutions/2023/pughmds/timings.csv
@@ -17,3 +17,13 @@ day, part, python, go, bash, javascript, ruby, c++, rust
 8, 2, 1.053, , ,, ,,
 9, 1, 3.686, , ,, ,,
 9, 2, 3.656, , ,, ,,
+10,1, , ,, ,,,
+10,2, , ,, ,,,
+11,1, 1.009, , ,, ,,
+11,2, 1.343, , ,, ,,
+12,1, , ,, ,,,
+12,2, , ,, ,,,
+13,1, , ,, ,,,
+13,2, , ,, ,,,
+14,1, 0.995, ,, ,,,
+14,2, , ,, ,,,
\ No newline at end of file