2018_08_Hooks4-z3.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "Oq1xibzMT1Wl"
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import time\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "import itertools\n",
    "from z3 import *\n",
    "from scipy.ndimage import measurements\n",
    "from IPython.display import Markdown, display,Image,HTML"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "id": "ICTfvjZUT1Wr"
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "The grid presented here can be partitioned into 9 L-shaped “hooks”. The largest\n",
       "is 9-by-9 (contains 17 squares), the next largest is 8-by-8 (contains 15\n",
       "squares), and so on. The smallest hook is just a single square. Find where the\n",
       "hooks are located, and place nine 9’s in the largest hook, eight 8’s in the\n",
       "next-largest, etc., down to one 1 in the smallest hook. The filled squares must form a connected region. (Squares are “connected” if\n",
       "they are orthogonally adjacent.) A number outside the grid indicates the sum of the products of consecutive\n",
       "groups of squares in that row or column. (As shown in the example. The answer to this puzzle is the product of the areas of the connected groups of\n",
       "empty squares in the completed grid."
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 400
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "url='https://www.janestreet.com/puzzles/hooks-4-index/'\n",
    "res = requests.get(url)\n",
    "soup = BeautifulSoup(res.content, 'html.parser')\n",
    "x =[text for text in soup.body.stripped_strings]\n",
    "#display([(i,j) for i,j in enumerate(x)])\n",
    "display(Markdown(\" \".join(x[11:15])))\n",
    "display(Image('https://www.janestreet.com/puzzles/aug18_puzzle_bold.png',width=400))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "id": "0VI0NM6ET1Wt"
   },
   "outputs": [],
   "source": [
    "#Setup the constraints\n",
    "top_labels = [28,552,64,15,86,1304,170,81,810]\n",
    "right_labels =[810,585,415,92,67,136,8,225,567]\n",
    "params=[top_labels,right_labels]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "id": "844RhDFpT1Wu"
   },
   "outputs": [],
   "source": [
    "def sol_print(solved,matrix):\n",
    "    fig,ax = plt.subplots(1,1,figsize=(4,4))\n",
    "    x = np.array((solved*matrix).astype('int').astype('str'))\n",
    "    x[x==\"0\"] =\"\"\n",
    "    ax =sns.heatmap(solved,annot=x,cbar=False,cmap=\"tab10\",fmt=\"\",linewidths=2,linecolor='k',annot_kws={\"fontsize\":12,\"color\":\"k\"},alpha=.6)\n",
    "    ax.tick_params(left=False, bottom=False,labelleft=False, labelright=True)\n",
    "    ax.axis(\"off\")\n",
    "    plt.tight_layout()\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "id": "844RhDFpT1Wu"
   },
   "outputs": [],
   "source": [
    "def neigh(x,y,N):\n",
    "    return [(i+x,j+y) for i,j in [(-1,0),(0,-1),(1,0),(0,1)] if i+x >=0 and i+x <N and j+y >=0 and j+y <N]\n",
    "\n",
    "def areas(grid):\n",
    "    labels, num = measurements.label(np.logical_not(grid!=0))\n",
    "    areas = measurements.sum(np.logical_not(grid!=0), labels, index=range(1, num+1))\n",
    "    print(areas)\n",
    "    return np.prod(areas)\n",
    "\n",
    "def numbers(split,line,hook_line):\n",
    "    block = 0\n",
    "    inblock =0\n",
    "    for n,p in enumerate(split):         \n",
    "        if p ==1:\n",
    "            if inblock == 0:\n",
    "                block += line[n]*hook_line[n]\n",
    "                inblock = 1\n",
    "            else:\n",
    "                block *= line[n]*hook_line[n]         \n",
    "        else:\n",
    "            if inblock == 1:\n",
    "                yield block\n",
    "                block = 0\n",
    "                inblock = 0                    \n",
    "    if inblock == 1:\n",
    "        yield block\n",
    "            \n",
    "def constraint(line,hook_line,split,param):\n",
    "    nums =[i for i in numbers(split,line,hook_line)]\n",
    "    return Implies(And([line[i] == int(e) for i,e in enumerate(split)]),Sum(nums) == param)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "id": "844RhDFpT1Wu"
   },
   "outputs": [],
   "source": [
    "test_grid =np.array([[1,1,0,0,0,0,1,1,1],\n",
    "             [0,1,1,0,1,1,1,0,1],\n",
    "             [0,0,1,1,1,0,0,1,1],\n",
    "             [1,1,0,0,0,0,1,1,0],\n",
    "             [0,1,1,0,0,1,1,0,0],\n",
    "             [1,1,0,1,1,1,0,0,0],\n",
    "             [0,1,0,0,0,1,0,0,0],\n",
    "             [1,1,1,0,1,1,1,0,1],\n",
    "             [1,0,1,1,1,0,1,1,1]\n",
    "             ])\n",
    "\n",
    "test_hook =np.array([[9,9,9,9,9,9,9,9,9],\n",
    "             [8,8,8,8,8,8,8,8,9],\n",
    "             [7,7,7,7,7,7,7,8,9],\n",
    "             [6,6,6,6,6,6,7,8,9],\n",
    "             [5,5,5,5,5,6,7,8,9],\n",
    "             [4,4,4,4,5,6,7,8,9],\n",
    "             [3,2,2,4,5,6,7,8,9],\n",
    "             [3,2,1,4,5,6,7,8,9],\n",
    "             [3,3,3,4,5,6,7,8,9]\n",
    "             ])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 374
    },
    "id": "zexQ8t1kT1W3",
    "outputId": "7c2aec4e-d2fb-45d8-fc7e-679051faafed"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "setup done in 10.88 seconds\n"
     ]
    },
    {
     "data": {
      "image/png": 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Ba+etQJO/vo+mmSMtNxQDttA+Hmha3Z3myz1e1pLKq5rb3d3N5uZGgWHU/cW2tkZZKasIgImfA5NhC8bA0B0/u7NM1XMyntlzwE1TFDwy89Ydes4cabnP7DngpmkadizZoOpcp22qdNM0DcuWLVMt1+PxuBmGgvWeTFXneq/b6waGhpQXN6ua27fy0fIbPRY/VYcQ0h0sGIQQMVgwCCFisGAQQsRgwSCEiMGCQQgRgwWDECIGCwYhRIziF/3Wyh/2H5rvCwyMGlobiTMaBlYvqNiut8yRaNPxrflv1u0q6Q37+QSTNfRMxWMHF0yYRWyt6DVr1jz01duiKDJOp7N+yZIlR0ll6pVuCgYAYOb4/KPzJt5yQe+ZI8n2M/uyXq3dNv35uU8emDPu9q7G3jaOdGZ1dfUbQz+Hw2HW4/EsdblcjaRz9UhXBYP0Z9PxrdMemLKobp7zzi4AAKd9bEjN/JqamjyTyRR2uVzE9pj0TFcFc+RSc9nhS81liRbztYrCgtqSMVkdeswcKaJijGrtb0/rCfd7izcuvC8qxZjS7IktG35UfTzBxItqjKG+vt5ZUFDQQFEqn5GqE7opmHmuW2rG2pP7DCwjHrrYNG7niTNz03jrOzmpScROXdcicyRp6f/SIsoSfbj5RN6un2zcY2QN0v07Vtz11McvTd04//cnSOd3dnbyPp8vY9GiRYdIZ+mVbj5FcmWP7uLNpqiJZaU5Rc6GUQn81dNt7Q69ZY4kvJGLAQDc45p7Lj81J+RIzBCqpiw489mVs6osCF9bW1tgt9s7MzMzA2rk6ZFuCuY6ZBlA7f1aLTJ1K8OWFkky2waGPqVTW0NDg7OwsLBBi2y90EXBXAsLxpqm1mwhGmNiokQdqL887qo/kDEpe3SbnjJHoln5t13ceW6/y9v3pbkj4DO+fXrvxDLHJC/p3Pr6+nRBEKxlZWVNpLP0TBfvwcREif7ki8bSd0+eT6IokBMt5v7FJRM/yrWnXNNT5ki0bu6Kkw+/t8pc8caD9xloVvxeTnHjs7N/dYp07qlTp5wOh6PZarVGSWfpmS4KJpXnhN/dPfNdvWeORGbWJL11z/NHAOCImrlVVVWqXslRr3RxiIQQik9YMAghYrBgEELEYMEghIjBgkEIEYMFgxAiBgsGIUQMFgxCiBhKlm98mkeixdyn4lgAACAcjXIAwFoMBtXOSNYic6TlhqNRjqEMbKKZV3Wu14QgFwORNZvNquUKgsAxjMjyPK3qXINBiRsEI0vzCaqfzS92dyVf7/5hv8k7nmLIjGYYTRBjxxiNwKh4zqAWmVrn2pITgVbxGiddgSBbaB+v6iL0AACXe7ysJZVXNbe7u5vNzY0Cw6j7e21tjbJSVhEAEz8HJsMWjImmOl7Ndqj6lekZly+5GaDgrZwc1Rbw1iJT61yaouCRmbeqlvvMngNumqZhx5INqs512qZKN03TsGzZMtVyPR6Pm2EoWO/JVHWu97q9bmBoSHlxs6q5fSsfLb/RY/FTdQgh3cGCQQgRgwWDECIGCwYhRAwWDEKIGCwYhBAxWDAIIWKwYBBCxGDBIISIIXbR79PhcMLSVu+Piy1c05acnP8klaN1ppbUnO8f9h+a7wsMjBpao4gzGgZWL6jYTjJzyKbjW/PfrNtV0hv28wkma+iZiscOLpgwC9eK/g4gVjBPX+28w2E0+khtP14ytaT2fGeOzz86b+ItF9TKAwDYfmZf1qu126Y/P/fJA3PG3d7V2NvGqZmPbg6Rgnm9pyefo+nIBIPh6pfRWAKJjHjI1NJIme+m41unPTBlUd08551dAABO+9iQ1mNC35zi78H0xGKGf+vrnbY6Pf3/KL3teMrUklbzPXKpuex3u/cvff7DgwvrvF9mkM6LijGqtb89rSfcbyneuPA+14a7q5a/s/J2/2BQ/dP80bei+B7MP13tLJ3F2y44TeYBpbcdT5la0mK+81y31Iy1J/cZWEY8dLFp3M4TZ+am8dZ3clKTiF17pKX/S4soS/Th5hN5u36ycY+RNUj371hx11MfvzR14/zfnyCVi5Sj6B7MkYFg6jlByHpy1KizSm433jK1pNV8Xdmju3izKWpiWWlOkbNhVAJ/9XRbu4NkJm/kYgAA97jmnstPzQk5EjOEqikLznx25WwOyVykHEX3YP4WHMjsFUXbjMbLVQAAEVk2SLJMzW5sTP6P/PzdSmZpmamlOJqvLAPZK2Vl2NIiSWbbwNAnV+i7R9GCedRu/+InycmXh26/7PNN7orFbC9kZBC7aJUWmVrSYr7XwoLxQkfXqMmOzA6WpqWDF5vyr/oDGZVTi46RyhwyK/+2izvP7XdVFs5uM7JG6e3TeyeWOSZ5SeciZShaMAkME0tgmNjQbY6mogaKimUbjYKSOVpnakmL+cZEif7ki8bSd0+eT6IokBMt5v7FJRM/yrWnXCOVOWTd3BUnH35vlbnijQfvM9Cs+L2c4sZnZ//qFOlcpAxi34MBAFibkVlHcvvxkqklNeabynPC7+6e+S7pnOsxsybprXuePwIAR7TIRzcHTxVACBGDBYMQIgYLBiFEDBYMQogYLBiEEDFYMAghYrBgEELEYMEghIihZPnGp3mMYtk+FccCAAABSeJkADaBpomdpRsPmVrnijTFWgwG1XLD0SjHUAY20cyrOtdrQpCLgciazWbVcgVB4BhGZHle3d9rMChxg2BkaT5B1VwAALG7K/l69w/7Td6Q00xmNMOItgvsbYkArIr7Vl90A1uQQquaOZSbJZqBIXvO4P/QFBlkbcmJQFPq5XYFgmyhfTzQtLr/yZd7vKwllVc1t7u7m83NjQLDqPt7bW2NslJWEQATPwcmwxYMxVIdY389VtWTBi/88oKbpWX4dJl1h1qZWZ6Am6VB1cyhXAYoeCsnR9XcGZcvuWmKgkdm3qpa7jN7DrhpmoYdSzaoOtdpmyrdNE3DsmXLVMv1eDxuhqFgvSdT1bne6/a6gaEh5cXNqub2rXy0/EaPxU/VIYR0BwsGIUQMFgxCiBgsGIQQMVgwCCFisGAQQsRgwSCEiMGCQQgRQ/SavGoJRmT6H7aHyk92SFnBiGwazVP+35abav+xxNim9djQzdt0fGv+m3W7SnrDfj7BZA09U/HYwQUTZnVqPS709XRRMBER6EwbHVxXYd4zKZ0OvlYXzXnsQ6GiNJPZOTWDCWo9PvTtbT+zL+vV2m3Tn5/75IE5427vauxt47QeE/rmdHGIlGKhYm8tstRNzWCCLE3Bz0uNraOsVOBgSyxN67Ghm7Pp+NZpD0xZVDfPeWcXQzPgtI8NOe1jQ1qPC30zutiD+XuXeiRLR1BOLM1kVD8bHCknKsao1v72tJ5wv7d448L7olKMKc2e2LLhR9XHE0y8qPX40NfTxR7MV4WjMr14R+gHs/PYhvIxbL/W40HfXkv/lxZRlujDzSfydv1k454PH3z9nabeNvtTH780VeuxoW9GVwUTk2SY89fQTJYG6R235ajW40E3hzdyMQCAe1xzz+Wn5oQciRlC1ZQFZz67cjZH67Ghb0Y3BSPJMsz7a2hGX1i2/Ocy68cWAyVpPSZ0czJsaZEks22AoqgbXxUNxTXdFMz8t8PlLdfk5IMPcvsTzRQen+vErPzbLu48t9/l7fvS3BHwGd8+vXdimWOSV+txoW9GF2/ynu4U+Q8uxyawNIjZLwaXDt3/+xmmvz1Vbrqs5djQzVk3d8XJh99bZa5448H7DDQrfi+nuPHZ2b86pfW40Deji4KZMpoJyqsTXtN6HEh5ZtYkvXXP80cA4IjWY0H/e7o5REIIxR8sGIQQMVgwCCFisGAQQsRgwSCEiMGCQQgRgwWDECIGCwYhRAwWDEKIGEqWb3wemSHZoPr1VMSQyJklmU02U361MvsFmZMBVM0cyhVFik2gaVVzA5LEiTTFWgwG1XLD0SjHUAY20cyrOtdrQpCLgciazWbVcgVB4BhGZHle3d9rMChxg2BkaT5B1VwAALG7K/l69w97qoApw0RmNMMQ2gV2WiIAq+K+1RfdEtuXVAg9NKNeKABEe9rYYkkABihVc5sig6wtORFoSr3crkCQLbSPB5pWd6f5co+XtaTyquZ2d3ezublRYBh1f6+trVFWyioCYOLnwGTYgqFYqmPsr8ceVmswAAAXfnnBzdIyfLrMukOtzCxPwA00A6OXrFUtEwCgbdNSNwMUvJWTo2rujMuX3DRFwSMzb1Ut95k9B9w0TcOOJRtUneu0TZVumqZh2bJlquV6PB43w1Cw3pOp6lzvdXvdwNCQ8uJmVXP7Vj5afqPH4qfqEEK6gwWDECIGCwYhRAwWDEKIGCwYhBAxWDAIIWKwYBBCxGDBIISIUfyi383rmmeGveEsOSYbGI4JJd+Z/Hn64vQLSud8VTAi0/+wPVR+skPKCkZk02ie8v+23FT7jyXGNpK5vZ/+uSjccOyWmN+XYs6ZeDn9vmcPkszT0h/2H5rvCwyMGlqjiDMaBlYvqNiuRvam41vz36zbVdIb9vMJJmvomYrHDi6YMKuTVN6aNWse+uptURQZp9NZv2TJEl0u5hc5U5fkf/m5O8T2K3aaswpc1UPHrYurWpTYtuIFk7Yw7TSXyx2izbQ00DCQ5H3JO5/L57ptU2zdSmcNiYhAZ9ro4LoK855J6XTwtbpozmMfChWlmczOqRlMkFQua0sdsE1beFJoPpkti1FdrNAwnJnj84/Om3gL0T8Wf2/7mX1Zr9Zum/783CcPzBl3e1djbxtHOrO6uvqNoZ/D4TDr8XiWulyuRtK5WpCjEera07+5y/T92fW217btEz7dn+Ff/89zDeNd7xiLJl+72e0rfojET+D7aDP9X6sqUiADgCy0CwlK53xVioWKvbXIUjc1gwmyNAU/LzW2jrJSgYMtsTSSuQmli1oSpi1ooc38IMmckWzT8a3THpiyqG6e884uhmbAaR8bctrHhtTKr6mpyTOZTGGXy0Vsj0lL0XOnk6Sg32r7xRNnKdYgW+bMb2dzcjvDe3YWKLF9In91vS957wieCzplUWYNdkN3cnlyK4mcG7nUI1k6gnJiaSaj+tngenbkUnPZ4UvNZYkW87WKwoLakjFZHSTzomKMau1vT+sJ93uLNy68LyrFmNLsiS0bflR9PMHEq7J6Z319vbOgoKCBUvHEUDXJsnydiclU7Io3RYntEymYMY+POSLH5KP+On968HwwgzbRqq0THY7K9OIdoR/MzmMbysew/Wrl6t081y01Y+3JfQaWEQ9dbBq388SZuWm89Z2c1CRilwZo6f/SIsoSfbj5RN6un2zcY2QN0v07Vtz11McvTd04//cnSOUO6ezs5H0+X8aiRYsOkc7SirFoSj/F8eHAK+sm2x759Vnhkw8zYy2NGWzuuHYltk/sUySKpeTE6Ymd0f4of3XX1UJSOV8Vk2SY89fQTJYG6R23RZdvyGnFlT26izeboiaWleYUORtGJfBXT7e1O0hm8kYuBgBwj2vuufzUnJAjMUOomrLgzGdXzuaQzB1SW1tbYLfbOzMzMwNq5GmBMpmkxOq1H0U+/yzHVznzgdC72yYZJhY30skpA0psn/wbkxJQke4I0fdgAAAkWYZ5fw3N6AvLlqMPWT+0GCjV9ppGKFkGsheyybClRZLMtoGhT67U1tDQ4CwpKTmtRbaaTCW39pre3L136Hb30oULTeWzGpTYtqJ7MJGuiNm3z5cfC8RYOSZTvYd6swcuDIzjJ/BfKplzPfPfDpe3XJOTDz7I7U80U6ocn8uxKCUNhhhZlihZlv7r51hUdwfr18KCsaapNVuIxpiYKFEH6i+Pu+oPZEzKHk30awAAALPyb7u489x+l7fvS3NHwGd8+/TeiWWOSV7SufX19emCIFjLysqaSGdpbbDueIoUGmCkgJ/1b3hukhTwc9b7f3ZRiW0ruwdDAfQf7S/s+veucpCBYmxMwD7Xfix1dirRJ8TpTpH/4HJsAkuDmP1icOnQ/b+fYfrbU+Wmy6Ryez76l6kD5z4pGbrd9rK7wOqaVWe/+/E6UplaiIkS/ckXjaXvnjyfRFEgJ1rM/YtLJn6Ua0+56Y8xv866uStOPvzeKnPFGw/eZ6BZ8Xs5xY3Pzv7VKdK5p06dcjocjmar1RolnaW18Pu7C/qrH58AkkizY/I6kte+so+2cIocAShaMMY0o1CwtmDv1/9LZU0ZzQTl1QmvqZ1rv/tx3ZXJ9aTynPC7u2e+q0W2mTVJb93z/BEAOKJmblVVlapXctRS0uoXagCghsS28VQBhBAxWDAIIWKwYBBCxGDBIISIwYJBCBGDBYMQIgYLBiFEDBYMQogYSpZvfJqHIdmg+uUOxJDImSVZ1YXo+wWZC4GRpVVemF0SgpxJjLIJtLqLpAckiRNpirUYDKrlhqNRjqEMbKLK/8fXhCAXA5E1m82q5QqCwDGMyPK8ur/XYFDiBsHI0nyCqrkAAGJ3V/L17h/2m7ymDBOZ0QxDaBdYKt0E11RcOHywXWC5dBYoRt3rRgntIuuKmIEhe87g/9AUGWRtyYlAq3iNk65AkC20j1d1EXoAgMs9XtaSyqua293dzebmRoFR8TkMANDaGmWlrCIAJn4OTIYtGIqlOsb+eqyqX5m+8MsLboqhIPc3uaot4K1F5lAuAxS8lZOjau6My5fcNEXBIzNvVS33mT0H3DRNw44lG1Sd67RNlW6apmHZsmWq5Xo8HjfDULDek6nqXO91e93A0JDy4mZVc/tWPlp+o8fip+oQQrqDBYMQIgYLBiFEDBYMQogYLBiEEDFYMAghYrBgEELEYMEghIhRfNmS5nXNM8PecJYckw0Mx4SS70z+PH1xuqrrGatF67meDocTlrZ6f1xs4Zq25OT8J8msP+w/NN8XGBg1tIQIZzQMrF5QsZ1kplbWrFnz0Fdvi6LIOJ3O+iVLlhBda+vSpUHes95X3tYWTWdYECdPsjStWp1+zGAgu2xL5Exdkv/l5+4Q26/Yac4qcFUPHbcurmpRYtuKF0zawrTTXC53iDbT0kDDQJL3Je98Lp/rtk2xdSudpTWt5/r01c47HEajT40sAICZ4/OPzpt4iy7/WHxVdXX1G0M/h8Nh1uPxLHW5XI2kcz3rfeU2Gx3euWvMX3p7Y8YnVnTc/frm3qJHfp56jlSmHI1Q157+zV2m78+ut722bZ/w6f4M//p/nmsY73rHWDT5pleNUPwQiZ/A99Hm/7dULAUyAMhCu0B84TUtaDnX13t68jmajkw2m4mvOTWS1dTU5JlMprDL5eokndXXJ9runME3chwtZmcbwxMKzW2tbZHrnkSolOi500lS0G+1/eKJsxRrkC1z5rezObmd4T07C5TYPpGVHb0vee8Ings6ZVFmDXZDd3J5ciuJnHigxVx7YjHDv/X1Tnvd4Xj/rd7e8aTzhhy51Fx2+FJzWaLFfK2isKC2ZExWh1rZWqmvr3cWFBQ0UCqcGFoxmz976GBw3MzvWzt6ekRj/Xkh58fuJKJrcMuyfJ2JyVTsijdFie0TKZgxj485Isfko/46f3rwfDCDNtG6XcZVi7n+09XO0lm87YLTZFZk/eBvYp7rlpqx9uQ+A8uIhy42jdt54szcNN76Tk5qkuqXBlBLZ2cn7/P5MhYtWnRIjbzp07mOQwcHJlRWepfLMlDFxeaGysqEFpKZxqIp/RTHhwOvrJtse+TXZ4VPPsyMtTRmsLnj2pXYPrFPkSiWkhOnJ3ZG+6P81V1XC0nlxAM153pkIJh6ThCynhw16izJnL/nyh7dxZtNURPLSnOKnA2jEvirp9vaHWqOQW21tbUFdru9MzMzM0A6SxRlWL3q6g+Lp1qa9+wd++etbzu2hEKy6dk1XdNJ5lImk5RYvfajyOef5fgqZz4QenfbJMPE4kY6OUWRP15E9mD+PxJQke6ILt+D+R9UmOvfggOZvaJom9F4uQoAICLLBkmWqdmNjcn/kZ+/m2T235FlUPlCNipraGhwlpSUnFYjy+eLmQMBiV++PPm8xUJLFgs9OKuCv7hje38pEFp1cYip5NZe05u7/3tF1u6lCxeaymc1KLFtRfdgIl0Rs2+fLz8WiLFyTKZ6D/VmD1wYGMdP4HX3RqRWc33Ubv/i38fmbtsxZuyuHWPG7vq+la93mS2tbzocH5DKvBYWjDVNrdlCNMbERIk6UH953FV/IGNS9ug2Uplaq6+vTxcEwVpWVtakRt7o0QYhMZEObNnSVxiNylRPT8z46SdBZ2amoYd09mDd8RQpNMBIAT/r3/DcJCng56z3/+yiEttWdg+GAug/2l/Y9e9d5SADxdiYgH2u/Vjq7FSvojnxQKO5JjBMLIFhYkO3OZqKGigqlm00CqQyY6JEf/JFY+m7J88nURTIiRZz/+KSiR/l2lNu+mPMeHXq1Cmnw+FotlqtUbUyV/521Md/+mPPbYsWtkyhaZDy8oztK55IO0Y6N/z+7oL+6scngCTS7Ji8juS1r+yjLZwi7yUqWjDGNKNQsLZg79f/y+++eJnr2ozMOtIZqTwn/O7ume+SzoknVVVVql7JEQCgtJTrKS3lVH9OJa1+oQYIHYbhqQIIIWKwYBBCxGDBIISIwYJBCBGDBYMQIgYLBiFEDBYMQogYLBiEEDFYMAghYihZvvHV+GyTbPUqjgUAAIQ2IcOUYQKKpVS71ogWmUO5UweNYKLVzb0gCBkJKUlgYGjVctv7/RlFowrBzBpVnWt91+UMi90GLMuqltvZ2ZkxblwMDEZ1f69NjZEMv6MYKKNJ9ev0DNYcue5VBIYtGIQQuhl4iIQQIgYLBiFEDBYMQogYLBiEEDFYMAghYrBgEELE/F+6mvsapXql6QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 288x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Took 2828.2531 seconds\n",
      "[ 5.  3.  1.  8. 10.  1.  5.  1.  1.  1.]\n",
      "solution is 6,000\n"
     ]
    }
   ],
   "source": [
    "start = time.time()\n",
    "N =9\n",
    "#set up the solver and variables.\n",
    "s = Tactic(\"qffd\").solver()\n",
    "\n",
    "# H== hooks\n",
    "H = np.array(IntVector(\"h\",N**2),dtype=object).reshape((N,N))\n",
    "\n",
    "row_fix =IntVector(\"r\",N)\n",
    "col_fix =IntVector(\"c\",N)\n",
    "\n",
    "s += [And(e>0,e<=N) for (i,j),e in np.ndenumerate(H)]\n",
    "s += [And(e>=0,e<N) for e in row_fix+col_fix]\n",
    "\n",
    "s += Distinct(row_fix)\n",
    "s += Distinct(col_fix)\n",
    "\n",
    "for n in range(1,N+1):\n",
    "    s+=PbEq([(e==n,1) for _,e in np.ndenumerate(H)],2*n-1)\n",
    "    if n!=1:\n",
    "        s+=PbEq([(If(e==int(n),Sum([H[k,l] ==int(n) for k,l in neigh(i,j,N)]),0)==1,1) for (i,j),e in np.ndenumerate(H)],2)\n",
    "        \n",
    "for n in range(N):\n",
    "    s += [Implies(e == int(n+1),Or(i == row_fix[n],j == col_fix[n])) for (i,j),e in np.ndenumerate(H)]\n",
    "    \n",
    "\n",
    "# Y = filled    \n",
    "Y = np.array(IntVector(\"y\",N**2),dtype=object).reshape((N,N))\n",
    "s += [Or(e==0,e==1) for (i,j),e in np.ndenumerate(Y)]\n",
    "\n",
    "for n in range(1,N+1):\n",
    "    s+=PbEq([(And(e==n,Y[i,j]==1),1) for (i,j),e in np.ndenumerate(H)],n)\n",
    "\n",
    "# no 2x2\n",
    "s += [Or(Y[i,j] ==0,Y[i+1,j] ==0,Y[i,j+1] ==0,Y[i+1,j+1] ==0) for j in range(N-1) for i in range(N-1)]\n",
    "    \n",
    "edge ={}\n",
    "Z = np.array(IntVector('z', N*N),dtype=object).reshape(N,N)\n",
    "\n",
    "# create edges and variable to define order in connectivity tree\n",
    "for i in range(N):\n",
    "    for j in range(N):  \n",
    "        for (k,l) in neigh(i,j,N):\n",
    "            edge[(i,j,k,l)] = Int(\"e%d%d%d%d\" % (i,j,k,l))\n",
    "            s+=Or(edge[(i,j,k,l)] ==0,edge[(i,j,k,l)] ==1)\n",
    "\n",
    "# no edges into or out of unfilled cells. Only one edge per cell     \n",
    "for i in range(N):\n",
    "    for j in range(N):       \n",
    "        s += Implies(Y[i,j] ==0 , Sum([edge[(k,l,i,j)] for (k,l) in neigh(i,j,N)]) == 0)\n",
    "        s += Implies(Y[i,j] ==0 , Sum([edge[(i,j,k,l)] for (k,l) in neigh(i,j,N)]) == 0)\n",
    "        s += Implies(Y[i,j] > 0 , Sum([edge[(k,l,i,j)] for (k,l) in neigh(i,j,N)]) <= 1)\n",
    "        for (k,l) in neigh(i,j,N):\n",
    "            # Make edges one way to form a tree\n",
    "            s += (edge[(i,j,k,l)] + edge[(k,l,i,j)]) <= 1\n",
    "\n",
    "    # limit the order values\n",
    "    s += [And(e>= 0 ,e <=int(N*N)) for (i,j),e in np.ndenumerate(Z)]\n",
    "\n",
    "    # order is ascending along edges\n",
    "    for i in range(N):\n",
    "        for j in range(N):            \n",
    "            s += [Implies(And(Y[i,j]!=0,edge[(k,l,i,j)]==1),Z[i,j] > Z[k,l]) for (k,l) in neigh(i,j,N)]\n",
    "\n",
    "    # only one cell with no feed in => root\n",
    "    s += PbEq([(And(Y[i,j] != 0,Sum([edge[(k,l,i,j)] for (k,l) in neigh(i,j,N) ]) == 0),1) for i in range(N) for j in range(N)],1)\n",
    "\n",
    "    \n",
    "for i,p in enumerate(params[0]):\n",
    "    if p >0:\n",
    "        for shape in itertools.product([0,1],repeat=N):\n",
    "            if np.sum(shape)> 0 :\n",
    "                s +=constraint(Y[:,i],H[:,i],shape,p)\n",
    "\n",
    "for i,p in enumerate(params[1]):\n",
    "    if p >0:\n",
    "        for shape in itertools.product([0,1],repeat=N):\n",
    "            if np.sum(shape)> 0 :\n",
    "                s +=constraint(Y[i,:],H[i,:],shape,p)\n",
    "               \n",
    "print(\"setup done in {:.2f} seconds\".format(time.time()-start))       \n",
    "if s.check() == sat:\n",
    "    m = s.model()\n",
    "    evalu = np.vectorize(lambda x:m.evaluate(x).as_long())\n",
    "    result_x =  evalu(H)\n",
    "    result_y =  evalu(Y)\n",
    "    sol_print(result_x,result_y)\n",
    "    print(\"Took {:.4f} seconds\".format(time.time()- start))\n",
    "    soln = result_x*result_y\n",
    "    print(\"solution is {:,.0f}\".format(areas(soln)))\n",
    "else:\n",
    "    print(\"Fail\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "### Solution as published \n",
       "https://www.janestreet.com/puzzles/hooks-4-solution/"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/png": {
       "width": 200
      }
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "### Hooks #4\n",
       "\n",
       "The completed grid is shown to the left. The product of the areas of the regions\n",
       "of blank squares is\n",
       "6000\n",
       "."
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "url='https://www.janestreet.com/puzzles/hooks-4-solution/'\n",
    "res = requests.get(url)\n",
    "soup = BeautifulSoup(res.content, 'html.parser')\n",
    "display(Markdown('### Solution as published \\n'+url))\n",
    "display(Image('https://www.janestreet.com/puzzles/20180801_hooks_4_ans.png',width=200))\n",
    "y =[text for text in soup.body.stripped_strings]\n",
    "#display([(i,j) for i,j in enumerate(y)])\n",
    "display(Markdown(\"### \"+y[8]+\"\\n\\n\"+str(\"\\n\".join(y[11:14]))))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "colab": {
   "include_colab_link": true,
   "name": "JaneSt-Feb18.ipynb",
   "provenance": []
  },
  "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": "3.9.12"
  },
  "vscode": {
   "interpreter": {
    "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}