Embedding pictures into magic squares

magic_image_squares.ipynb

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   "source": [
    "# Embedding Pictures into Magic Squares\n",
    "\n",
    "Aswin van Woudenberg (https://www.aswinvanwoudenberg.com | https://github.com/afvanwoudenberg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Importing libraries"
   ]
  },
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   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from matplotlib.colors import LinearSegmentedColormap\n",
    "import matplotlib.colors as mcolors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Helper functions"
   ]
  },
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   "source": [
    "def is_semimagic(m, c=None):\n",
    "    row_sums = np.sum(m, axis=1)\n",
    "    col_sums = np.sum(m, axis=0)\n",
    "    mc = row_sums[0] if not c else c\n",
    "    return np.all(row_sums == mc) and np.all(col_sums == mc)"
   ]
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   "execution_count": 3,
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   "source": [
    "def is_magic(m, c=None):\n",
    "    diag_sum1 = np.sum(np.diag(m))  # sum of first diagonal  \n",
    "    diag_sum2 = np.sum(np.diag(np.fliplr(m)))  # sum of second diagonal\n",
    "    mc = diag_sum1 if not c else c\n",
    "    return is_semimagic(m, mc) and diag_sum1 == mc and diag_sum2 == mc"
   ]
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   "execution_count": 4,
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   "outputs": [],
   "source": [
    "def is_normal(m):\n",
    "    n = m.shape[0]\n",
    "    unique_values = np.unique(m)\n",
    "    return np.min(unique_values) == 1 and np.max(unique_values) == n**2 and len(unique_values) == n**2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def is_panmagic(m):\n",
    "    n = m.shape[0]\n",
    "    sums = []\n",
    "    # Top-left to bottom-right\n",
    "    for offset in range(n):\n",
    "        s = 0\n",
    "        for i in range(n):\n",
    "            j = (i + offset) % n\n",
    "            s += m[i, j]\n",
    "        sums.append(s)\n",
    "    # Top-right to bottom-left\n",
    "    for offset in range(n):\n",
    "        s = 0\n",
    "        for i in range(n):\n",
    "            j = (offset - i) % n\n",
    "            s += m[i, j]\n",
    "        sums.append(s)\n",
    "\n",
    "    mc = sums[0]  # Magic constant from the first sum\n",
    "    return np.all(sums == mc) and is_magic(m, mc)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Mapping pixel values to a range from 1 to 256\n",
    "def relabel_unique(arr):\n",
    "    n = arr.shape[0]\n",
    "    flat = arr.flatten()\n",
    "    # Get sorted indices for stable relabeling\n",
    "    sorted_indices = np.argsort(flat, kind='stable')\n",
    "    # Create an empty array for the relabeled values\n",
    "    relabeled = np.empty_like(flat)\n",
    "    # Assign numbers 1 to n^2 in the order of sorted values\n",
    "    relabeled[sorted_indices] = np.arange(1, n*n + 1)\n",
    "    # Reshape back to original shape\n",
    "    return relabeled.reshape(arr.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def complement_square(m):\n",
    "    min_val = np.min(m)\n",
    "    max_val = np.max(m)\n",
    "    comp_sum = min_val + max_val\n",
    "    return comp_sum - m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def conditional_complement_blocks(bool_mask, arr):\n",
    "    n_blocks = 4\n",
    "    block_size = arr.shape[0] // 4\n",
    "    out = arr.copy()\n",
    "    for i in range(n_blocks):\n",
    "        for j in range(n_blocks):\n",
    "            if bool_mask[i, j]:\n",
    "                r0, r1 = i * block_size, (i + 1) * block_size\n",
    "                c0, c1 = j * block_size, (j + 1) * block_size\n",
    "                out[r0:r1, c0:c1] = complement_square(arr[r0:r1, c0:c1])\n",
    "    return out"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Functions for visualizing magic squares"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
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   "outputs": [],
   "source": [
    "def print_square(m):\n",
    "    display(pd.DataFrame(m)\n",
    "        .style\n",
    "        .hide()\n",
    "        .set_properties(**{'text-align': 'center'})\n",
    "        .set_table_styles([dict(selector='th', props=[('display', 'none')])]))"
   ]
  },
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   "execution_count": 10,
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   "outputs": [],
   "source": [
    "def plot_square(m, center_only=True, show_values=True, figsize=(4, 4)):\n",
    "    plt.figure(figsize=figsize)\n",
    "\n",
    "    nrows, ncols = m.shape\n",
    "    block_size = nrows // 4\n",
    "\n",
    "    if center_only:\n",
    "        c0, c1 = 3 * (block_size // 2), 5 * (block_size // 2)\n",
    "        block = m[c0:c1, c0:c1]\n",
    "        plt.imshow(block, cmap='grey_r', interpolation='nearest', extent=(c0 - 0.5, c1 - 0.5, c1 - 0.5, c0 - 0.5))\n",
    "    else:\n",
    "        plt.imshow(m, cmap='grey_r', interpolation='nearest')\n",
    "    \n",
    "    plt.xlim(-0.5, ncols)\n",
    "    plt.ylim(nrows, -0.5)\n",
    "    plt.axis('off')\n",
    "\n",
    "    if show_values:        \n",
    "        ax = plt.gca()\n",
    "        fig = plt.gcf()\n",
    "        bbox = ax.get_window_extent().transformed(fig.dpi_scale_trans.inverted())\n",
    "        width, height = bbox.width * fig.dpi, bbox.height * fig.dpi\n",
    "        cell_width = width / ncols\n",
    "        n_digits = len(str(abs(ncols * nrows)))\n",
    "\n",
    "        for (j, i), label in np.ndenumerate(m):\n",
    "            plt.text(i, j, label, ha='center', va='center', color='black', fontsize=cell_width / n_digits)\n",
    "\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "def plot_square_colored_blocks(m, show_values=True, figsize=(8, 8)):\n",
    "    invert = ms4 > 8\n",
    "\n",
    "    n = m.shape[0]\n",
    "    block_size = n // 4\n",
    "    \n",
    "    # Define a list of colors to cycle through\n",
    "    tab_colors = list(mcolors.TABLEAU_COLORS.keys())\n",
    "    \n",
    "    plt.figure(figsize=figsize)\n",
    "    plt.xlim(-0.5, n)\n",
    "    plt.ylim(n, -0.5)\n",
    "\n",
    "    for i in range(4):\n",
    "        for j in range(4):\n",
    "            r0, r1 = i * block_size, (i + 1) * block_size\n",
    "            c0, c1 = j * block_size, (j + 1) * block_size\n",
    "            block = m[r0:r1, c0:c1]\n",
    "\n",
    "            color = tab_colors[(i * 4 + j) % len(tab_colors)]\n",
    "            colors = ['white', color] if not invert[i, j] else [color, 'white']\n",
    "            cmap = LinearSegmentedColormap.from_list(f'cmap_{i}_{j}', colors)\n",
    "\n",
    "            plt.imshow(block, cmap=cmap, interpolation='nearest', extent=(c0 - 0.5, c1 - 0.5, r1 - 0.5, r0 - 0.5))\n",
    "\n",
    "    if show_values:        \n",
    "        ax = plt.gca()\n",
    "        fig = plt.gcf()\n",
    "        bbox = ax.get_window_extent().transformed(fig.dpi_scale_trans.inverted())\n",
    "        width, height = bbox.width * fig.dpi, bbox.height * fig.dpi\n",
    "        cell_width = width / n\n",
    "        n_digits = len(str(abs(n * n)))\n",
    "\n",
    "        for (j, i), label in np.ndenumerate(m):\n",
    "            plt.text(i, j, label, ha='center', va='center', color='black', fontsize=cell_width / n_digits)\n",
    "\n",
    "\n",
    "    plt.axis('off')\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Panmagic square used by the algorithm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "ms4 = np.array([\n",
    "    [ 1,  8, 10, 15],\n",
    "    [12, 13,  3,  6],\n",
    "    [ 7,  2, 16,  9],\n",
    "    [14, 11,  5,  4]\n",
    "])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The main function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def create_magic_square_from_image(image_path, image_size=(32, 32), center_image=True):\n",
    "    # Load and process the image\n",
    "    sprite = Image.open(image_path).resize(image_size, Image.LANCZOS)\n",
    "    sprite_gray = sprite.convert('L')\n",
    "    sprite_array = 255 - np.array(sprite_gray, dtype=int)\n",
    "    \n",
    "    # Relabel the unique values in the image\n",
    "    relabeled_sprite = relabel_unique(sprite_array)\n",
    "    \n",
    "    # Create a tiled magic square\n",
    "    tiled_magic_square = np.kron(ms4 - 1, np.ones(relabeled_sprite.shape, dtype=int)) * np.max(relabeled_sprite) + np.tile(relabeled_sprite, ms4.shape)\n",
    "    \n",
    "    # Apply conditional complement blocks\n",
    "    complemented_magic_square = conditional_complement_blocks(ms4 > 8, tiled_magic_square)\n",
    "    \n",
    "    # Center the image in the magic square if required\n",
    "    if center_image:\n",
    "        d = complemented_magic_square.shape[0] // 8 * 5\n",
    "        shifted_magic_square = np.hstack((complemented_magic_square[:, d:], complemented_magic_square[:, :d]))\n",
    "        centered_magic_square = np.vstack((shifted_magic_square[d:, :], shifted_magic_square[:d, :]))\n",
    "        return centered_magic_square\n",
    "    \n",
    "    return complemented_magic_square"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating and plotting a magic square"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mario1x = create_magic_square_from_image('mario.png', image_size=(16, 16), center_image=True)\n",
    "plot_square(mario1x, center_only=True, show_values=True, figsize=(10, 10))\n",
    "np.savetxt(\"mario1x.csv\", mario1x, fmt='%d', delimiter=\";\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "datalore": {
   "base_environment": "default",
   "computation_mode": "JUPYTER",
   "package_manager": "pip",
   "packages": [],
   "report_row_ids": [],
   "report_tabs": [],
   "version": 4
  },
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}

mario.png