{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab inline\n",
    "import numpy as np\n",
    "from conway99 import *\n",
    "import pickle\n",
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "num_samples = 50"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "seed_set = pickle.load( open( \"fullsearch-31.p\", \"rb\" ) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "reps = [seed_set[randint(0, len(seed_set))] for k in range(num_samples)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "****************************31****************************\n",
      "2020-05-07 16:50:57.270325: Starting with 50 seeds\n",
      "2020-05-07 16:51:06.898584: 1183 valid graphs from templates\n",
      "2020-05-07 16:51:07.137942: Reduced to 664 representatives\n",
      "\n",
      "\n",
      "****************************32****************************\n",
      "2020-05-07 16:51:07.138946: Starting with 50 seeds\n",
      "2020-05-07 16:51:18.438705: 1141 valid graphs from templates\n",
      "2020-05-07 16:51:18.691070: Reduced to 1081 representatives\n",
      "\n",
      "\n",
      "****************************33****************************\n",
      "2020-05-07 16:51:18.691070: Starting with 50 seeds\n",
      "2020-05-07 16:51:30.729450: 1098 valid graphs from templates\n",
      "2020-05-07 16:51:30.971804: Reduced to 1064 representatives\n",
      "\n",
      "\n",
      "****************************34****************************\n",
      "2020-05-07 16:51:30.971804: Starting with 50 seeds\n",
      "2020-05-07 16:51:42.236228: 797 valid graphs from templates\n",
      "2020-05-07 16:51:42.442427: Reduced to 765 representatives\n",
      "\n",
      "\n",
      "****************************35****************************\n",
      "2020-05-07 16:51:42.443424: Starting with 50 seeds\n",
      "2020-05-07 16:51:53.833076: 628 valid graphs from templates\n",
      "2020-05-07 16:51:53.988330: Reduced to 588 representatives\n",
      "\n",
      "\n",
      "****************************36****************************\n",
      "2020-05-07 16:51:53.989322: Starting with 50 seeds\n",
      "2020-05-07 16:52:04.379378: 480 valid graphs from templates\n",
      "2020-05-07 16:52:04.505080: Reduced to 469 representatives\n",
      "\n",
      "\n",
      "****************************37****************************\n",
      "2020-05-07 16:52:04.506085: Starting with 50 seeds\n",
      "2020-05-07 16:52:13.429119: 330 valid graphs from templates\n",
      "2020-05-07 16:52:13.518075: Reduced to 316 representatives\n",
      "\n",
      "\n",
      "****************************38****************************\n",
      "2020-05-07 16:52:13.544035: Starting with 50 seeds\n",
      "2020-05-07 16:52:21.370105: 16 valid graphs from templates\n",
      "2020-05-07 16:52:21.377081: Reduced to 16 representatives\n",
      "\n",
      "\n",
      "****************************39****************************\n",
      "2020-05-07 16:52:21.377081: Starting with 16 seeds\n",
      "2020-05-07 17:00:23.742516: 29288 valid graphs from templates\n",
      "2020-05-07 17:00:32.133882: Reduced to 14841 representatives\n",
      "\n",
      "\n",
      "****************************40****************************\n",
      "2020-05-07 17:00:32.148846: Starting with 50 seeds\n",
      "2020-05-07 18:30:19.660841: 211005 valid graphs from templates\n",
      "2020-05-07 18:31:30.043717: Reduced to 211005 representatives\n",
      "\n",
      "\n",
      "****************************41****************************\n",
      "2020-05-07 18:31:30.190324: Starting with 50 seeds\n",
      "2020-05-07 20:04:30.506772: 149193 valid graphs from templates\n",
      "2020-05-07 20:05:18.520412: Reduced to 149193 representatives\n",
      "\n",
      "\n",
      "****************************42****************************\n",
      "2020-05-07 20:05:20.642838: Starting with 50 seeds\n",
      "2020-05-07 21:26:42.777524: 95416 valid graphs from templates\n",
      "2020-05-07 21:27:14.829513: Reduced to 95416 representatives\n",
      "\n",
      "\n",
      "****************************43****************************\n",
      "2020-05-07 21:27:15.096745: Starting with 50 seeds\n",
      "2020-05-07 22:18:39.627335: 39455 valid graphs from templates\n",
      "2020-05-07 22:18:54.472270: Reduced to 39453 representatives\n",
      "\n",
      "\n",
      "****************************44****************************\n",
      "2020-05-07 22:18:54.641310: Starting with 50 seeds\n",
      "2020-05-07 22:55:56.989055: 16436 valid graphs from templates\n",
      "2020-05-07 22:56:02.854010: Reduced to 16434 representatives\n",
      "\n",
      "\n",
      "****************************45****************************\n",
      "2020-05-07 22:56:02.919052: Starting with 50 seeds\n",
      "2020-05-07 23:11:40.843164: 3959 valid graphs from templates\n",
      "2020-05-07 23:11:42.305031: Reduced to 3958 representatives\n",
      "\n",
      "\n",
      "****************************46****************************\n",
      "2020-05-07 23:11:42.336507: Starting with 50 seeds\n",
      "2020-05-07 23:17:05.624428: 440 valid graphs from templates\n",
      "2020-05-07 23:17:05.785505: Reduced to 428 representatives\n",
      "\n",
      "\n",
      "****************************47****************************\n",
      "2020-05-07 23:17:05.794802: Starting with 50 seeds\n",
      "2020-05-07 23:18:06.342869: 0 valid graphs from templates\n",
      "2020-05-07 23:18:06.342869: Reduced to 0 representatives\n"
     ]
    }
   ],
   "source": [
    "while len(reps[0]) < 99:\n",
    "    print('\\n\\n****************************{}****************************'.format(len(reps[0])))\n",
    "    sample = [reps[randint(0, len(reps) )] for k in range(min(num_samples,len(reps)))]\n",
    "    reps = find_valid_supergraphs_greedy(sample, verbose=False)\n",
    "    if len(reps) == 0:\n",
    "        break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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  "language_info": {
   "codemirror_mode": {
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   "file_extension": ".py",
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