{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import random\n",
    "import re\n",
    "import uuid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def cap_after_hyphen(string):\n",
    "    return re.sub(r'\\-(?P<first>[a-z])', \n",
    "                  lambda m: '-' + m.group('first').upper(), \n",
    "                  string)    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Aalborg',\n",
       " 'Nullarbor',\n",
       " 'Morgantown',\n",
       " 'Estacada',\n",
       " 'Almaty',\n",
       " 'Tambon-Pa-Fa',\n",
       " 'Lemnos',\n",
       " 'Sofia',\n",
       " 'Puente-Laguna-Garzonkuala-Penyu',\n",
       " 'Hajnowski',\n",
       " 'Karlukovo',\n",
       " 'Mamula',\n",
       " 'Stonington-Island',\n",
       " 'Grimsey-Island',\n",
       " 'Uzupis',\n",
       " 'Sukhumi',\n",
       " 'Ijsseloog',\n",
       " 'Giessenmestia',\n",
       " 'Nordkapp',\n",
       " 'Gorongosa',\n",
       " 'Brorfelde',\n",
       " 'Parowan',\n",
       " 'Tubakuba',\n",
       " 'Geoje-Si',\n",
       " 'Mora',\n",
       " 'Holmegaard',\n",
       " 'Jayuya',\n",
       " 'Zhangye-Shi',\n",
       " 'Luoyang']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "destination_names = ('Aalborg Nullarbor MORGANTOWN ESTACADA ALMATY TAMBON-PA-FA Lemnos Sofia Puente-Laguna-Garzon' +\n",
    "'KUALA-PENYU HAJNOWSKI KARLUKOVO Mamula STONINGTON-ISLAND Grimsey-Island Uzupis SUKHUMI IJsseloog GIESSEN' +\n",
    "'MESTIA NORDKAPP GORONGOSA Brorfelde PAROWAN Tubakuba GEOJE-SI MORA HOLMEGAARD JAYUYA ZHANGYE-SHI LUOYANG')\n",
    "destination_names = destination_names.lower().split()\n",
    "destination_names = [n[0].upper() + n[1:] for n in destination_names]\n",
    "destination_names = [cap_after_hyphen(n) for n in destination_names]\n",
    "\n",
    "destination_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Aalborg': 1.0,\n",
       " 'Almaty': 1.0,\n",
       " 'Brorfelde': 1.0,\n",
       " 'Estacada': 1.0,\n",
       " 'Geoje-Si': 1.0,\n",
       " 'Giessenmestia': 1.0,\n",
       " 'Gorongosa': 1.0,\n",
       " 'Grimsey-Island': 1.0,\n",
       " 'Hajnowski': 1.0,\n",
       " 'Holmegaard': 1.0,\n",
       " 'Ijsseloog': 1.0,\n",
       " 'Jayuya': 1.0,\n",
       " 'Karlukovo': 1.0,\n",
       " 'Lemnos': 1.0,\n",
       " 'Luoyang': 1.0,\n",
       " 'Mamula': 1.0,\n",
       " 'Mora': 1.0,\n",
       " 'Morgantown': 1.0,\n",
       " 'Nordkapp': 1.0,\n",
       " 'Nullarbor': 1.0,\n",
       " 'Parowan': 1.0,\n",
       " 'Puente-Laguna-Garzonkuala-Penyu': 1.0,\n",
       " 'Sofia': 1.0,\n",
       " 'Stonington-Island': 1.0,\n",
       " 'Sukhumi': 1.0,\n",
       " 'Tambon-Pa-Fa': 1.0,\n",
       " 'Tubakuba': 1.0,\n",
       " 'Uzupis': 1.0,\n",
       " 'Zhangye-Shi': 1.0}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "destination_scores = {n: 1.0 for n in destination_names}\n",
    "destination_scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Aalborg': 1.0,\n",
       " 'Almaty': 1.0,\n",
       " 'Brorfelde': 1.9,\n",
       " 'Estacada': 1.0,\n",
       " 'Geoje-Si': 1.0,\n",
       " 'Giessenmestia': 0.5,\n",
       " 'Gorongosa': 1.3,\n",
       " 'Grimsey-Island': 0.6,\n",
       " 'Hajnowski': 1.0,\n",
       " 'Holmegaard': 1.0,\n",
       " 'Ijsseloog': 1.0,\n",
       " 'Jayuya': 1.0,\n",
       " 'Karlukovo': 1.0,\n",
       " 'Lemnos': 1.0,\n",
       " 'Luoyang': 1.0,\n",
       " 'Mamula': 1.0,\n",
       " 'Mora': 0.6,\n",
       " 'Morgantown': 1.0,\n",
       " 'Nordkapp': 1.0,\n",
       " 'Nullarbor': 1.8,\n",
       " 'Parowan': 1.0,\n",
       " 'Puente-Laguna-Garzonkuala-Penyu': 1.0,\n",
       " 'Sofia': 1.0,\n",
       " 'Stonington-Island': 1.0,\n",
       " 'Sukhumi': 0.3,\n",
       " 'Tambon-Pa-Fa': 0.9,\n",
       " 'Tubakuba': 1.0,\n",
       " 'Uzupis': 2.6,\n",
       " 'Zhangye-Shi': 2.5}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adjust = random.sample(destination_names, 10)\n",
    "inc_names = adjust[:5]\n",
    "dec_names = adjust[5:]\n",
    "for n in inc_names:\n",
    "    destination_scores[n] = float(random.randint(11, 30)) / 10\n",
    "for n in dec_names:\n",
    "    destination_scores[n] = float(random.randint(3, 9)) / 10 \n",
    "destination_scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "destination_scores = {'Aalborg': 1, 'Almaty': 2.0, 'Brorfelde': 0.9, 'Estacada': 0.4, 'Geoje-Si': 1,\n",
    " 'Giessenmestia': 1, 'Gorongosa': 1, 'Grimsey-Island': 1, 'Hajnowski': 1, 'Holmegaard': 1, 'Ijsseloog': 1,\n",
    " 'Jayuya': 0.6, 'Karlukovo': 2.2, 'Lemnos': 1, 'Luoyang': 1, 'Mamula': 1, 'Mora': 1, 'Morgantown': 2.9,\n",
    " 'Nordkapp': 1.5, 'Nullarbor': 2.2, 'Parowan': 1, 'Puente-Laguna-Garzonkuala-Penyu': 0.4, 'Sofia': 1,\n",
    " 'Stonington-Island': 1, 'Sukhumi': 1, 'Tambon-Pa-Fa': 1, 'Tubakuba': 1, 'Uzupis': 0.9, 'Zhangye-Shi': 1}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "destination_score_exceptions = {'Almaty': 2.0, 'Brorfelde': 0.9, 'Estacada': 0.4, 'Jayuya': 0.6, 'Karlukovo': 2.2,  'Morgantown': 2.9,\n",
    " 'Nordkapp': 1.5, 'Nullarbor': 2.2,  'Puente-Laguna-Garzonkuala-Penyu': 0.4, 'Uzupis': 0.9}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Aalborg': 1,\n",
       " 'Almaty': 2.0,\n",
       " 'Brorfelde': 0.9,\n",
       " 'Estacada': 0.4,\n",
       " 'Geoje-Si': 1,\n",
       " 'Giessenmestia': 1,\n",
       " 'Gorongosa': 1,\n",
       " 'Grimsey-Island': 1,\n",
       " 'Hajnowski': 1,\n",
       " 'Holmegaard': 1,\n",
       " 'Ijsseloog': 1,\n",
       " 'Jayuya': 0.6,\n",
       " 'Karlukovo': 2.2,\n",
       " 'Lemnos': 1,\n",
       " 'Luoyang': 1,\n",
       " 'Mamula': 1,\n",
       " 'Mora': 1,\n",
       " 'Morgantown': 2.9,\n",
       " 'Nordkapp': 1.5,\n",
       " 'Nullarbor': 2.2,\n",
       " 'Parowan': 1,\n",
       " 'Puente-Laguna-Garzonkuala-Penyu': 0.4,\n",
       " 'Sofia': 1,\n",
       " 'Stonington-Island': 1,\n",
       " 'Sukhumi': 1,\n",
       " 'Tambon-Pa-Fa': 1,\n",
       " 'Tubakuba': 1,\n",
       " 'Uzupis': 0.9,\n",
       " 'Zhangye-Shi': 1}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "destination_scores.update(destination_score_exceptions)\n",
    "destination_scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "| Destination | Score |\n",
      "|-------------|-------|\n",
      "| Almaty | 2.0 |\n",
      "| Brorfelde | 0.9 |\n",
      "| Estacada | 0.4 |\n",
      "| Jayuya | 0.6 |\n",
      "| Karlukovo | 2.2 |\n",
      "| Morgantown | 2.9 |\n",
      "| Nordkapp | 1.5 |\n",
      "| Nullarbor | 2.2 |\n",
      "| Puente-Laguna-Garzonkuala-Penyu | 0.4 |\n",
      "| Uzupis | 0.9 |\n"
     ]
    }
   ],
   "source": [
    "print('| Destination | Score |')\n",
    "print('|-------------|-------|')\n",
    "for n in sorted(destination_scores):\n",
    "    if destination_scores[n] != 1:\n",
    "        print('|', n, '|', destination_scores[n], '|')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def make_holiday(name=None):\n",
    "    if not name:\n",
    "        name = random.choice(destination_names)\n",
    "    days = random.choice([3, 7, 7, 7, 10, 14, 14, 14, 14, 21, 21])\n",
    "    price = 0\n",
    "    for _ in range(4):\n",
    "        price += random.randint(100, 500)\n",
    "    hol_id = str(uuid.uuid4())[-random.randint(8, 12):]\n",
    "    return hol_id, price, name, days"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('d332f9de36', 1084, 'Aalborg', 14)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "make_holiday()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('715f4a7e01', 1711, 'Aalborg', 14),\n",
       " ('089d8fb41', 1350, 'Nullarbor', 10),\n",
       " ('5e4cac0bc', 1047, 'Morgantown', 14),\n",
       " ('3d325aa3', 1121, 'Estacada', 14),\n",
       " ('2208b9c9c8d', 982, 'Almaty', 7),\n",
       " ('57a09a474ed', 717, 'Tambon-Pa-Fa', 14),\n",
       " ('ce2dc149f13', 720, 'Lemnos', 7),\n",
       " ('8e98f8d24', 1522, 'Sofia', 14),\n",
       " ('11ad39807fb', 1492, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
       " ('726dc3d60', 1337, 'Hajnowski', 21),\n",
       " ('3582dc3a65fc', 1640, 'Karlukovo', 7),\n",
       " ('6088f9b7a20', 1333, 'Mamula', 14),\n",
       " ('93804a851f', 1505, 'Stonington-Island', 10),\n",
       " ('e7427c93592c', 1007, 'Grimsey-Island', 7),\n",
       " ('66330891', 1421, 'Uzupis', 3),\n",
       " ('423479b70b9', 1564, 'Sukhumi', 7),\n",
       " ('394773a2c8', 1421, 'Ijsseloog', 21),\n",
       " ('821b2172d', 1254, 'Giessenmestia', 21),\n",
       " ('70e4246d', 1343, 'Nordkapp', 7),\n",
       " ('9bba6559661', 1397, 'Gorongosa', 3),\n",
       " ('77f95fa1e0d', 1058, 'Brorfelde', 3),\n",
       " ('61c8b16c7', 1414, 'Parowan', 14),\n",
       " ('03b4198d6a', 1397, 'Tubakuba', 14),\n",
       " ('345db350cb', 1032, 'Geoje-Si', 21),\n",
       " ('088ed5f9', 1411, 'Mora', 14),\n",
       " ('e20d1d37', 1248, 'Holmegaard', 14),\n",
       " ('b3b569bdab1', 914, 'Jayuya', 21),\n",
       " ('704c26aeb2a', 1153, 'Zhangye-Shi', 14),\n",
       " ('ca229988', 1178, 'Luoyang', 10)]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "holidays = []\n",
    "for n in destination_names:\n",
    "    holidays += [make_holiday(n)]\n",
    "holidays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "for _ in range(95):\n",
    "    holidays += [make_holiday()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "iterating\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('26ae2d0b7', 1188, 'Aalborg', 7),\n",
       " ('ee064e1e2ea', 785, 'Nullarbor', 14),\n",
       " ('c5f99dca95e', 1727, 'Morgantown', 14),\n",
       " ('b6d482b92', 1497, 'Estacada', 14),\n",
       " ('6fb97c1a3', 993, 'Almaty', 7),\n",
       " ('bfc72b962', 1153, 'Tambon-Pa-Fa', 14),\n",
       " ('fc05fce8d', 1551, 'Lemnos', 14),\n",
       " ('2407d5e3', 1234, 'Sofia', 7),\n",
       " ('41c837263600', 1083, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
       " ('46c6b6fa76', 1184, 'Hajnowski', 14),\n",
       " ('943fa28d', 1541, 'Karlukovo', 7),\n",
       " ('6ffab38e7b', 1228, 'Mamula', 14),\n",
       " ('1892f12d6', 948, 'Stonington-Island', 14),\n",
       " ('16935ed587bf', 1312, 'Grimsey-Island', 14),\n",
       " ('4ebc5e0b', 1227, 'Uzupis', 7),\n",
       " ('4a642c384ea', 1146, 'Sukhumi', 14),\n",
       " ('04feb63602', 1050, 'Ijsseloog', 14),\n",
       " ('5d2c9d24', 1263, 'Giessenmestia', 21),\n",
       " ('f806fc9d', 1553, 'Nordkapp', 21),\n",
       " ('4caefcacded0', 1644, 'Gorongosa', 21),\n",
       " ('aea2a458023', 727, 'Brorfelde', 21),\n",
       " ('1afd05d3ea88', 1072, 'Parowan', 7),\n",
       " ('303db888d', 1316, 'Tubakuba', 7),\n",
       " ('9997e977978', 1170, 'Geoje-Si', 14),\n",
       " ('2ee77108', 1549, 'Mora', 7),\n",
       " ('6ed9a88972', 1295, 'Holmegaard', 14),\n",
       " ('38b9690d981', 1204, 'Jayuya', 14),\n",
       " ('166b77df', 979, 'Zhangye-Shi', 14),\n",
       " ('7f1a85bc', 1140, 'Luoyang', 7),\n",
       " ('7b1c64c74', 1361, 'Tambon-Pa-Fa', 10),\n",
       " ('4a67a59a', 1055, 'Almaty', 7),\n",
       " ('1ab9eb3d5422', 1376, 'Tambon-Pa-Fa', 14),\n",
       " ('df7bd3ee5', 1209, 'Parowan', 7),\n",
       " ('b4db7910', 1300, 'Ijsseloog', 10),\n",
       " ('4ce3111c66', 1106, 'Karlukovo', 10),\n",
       " ('9a226b7b33c', 906, 'Hajnowski', 7),\n",
       " ('153da27bcb75', 1030, 'Ijsseloog', 3),\n",
       " ('de5d04b2c3a', 867, 'Tubakuba', 7),\n",
       " ('eaa91671', 943, 'Stonington-Island', 14),\n",
       " ('b261dbd1cef', 996, 'Holmegaard', 21),\n",
       " ('7a9b44f3bcc', 1277, 'Mora', 14),\n",
       " ('e1f3bd201', 1379, 'Uzupis', 14),\n",
       " ('83f28647', 973, 'Jayuya', 7),\n",
       " ('0ba9dcee27f3', 1261, 'Karlukovo', 14),\n",
       " ('4809881ff7', 1380, 'Holmegaard', 7),\n",
       " ('67985d6aa', 1525, 'Stonington-Island', 14),\n",
       " ('1e38291d', 1438, 'Luoyang', 14),\n",
       " ('839240114', 1546, 'Tubakuba', 7),\n",
       " ('ceb26b792', 1352, 'Sofia', 21),\n",
       " ('7b049264', 1077, 'Hajnowski', 10),\n",
       " ('34f7247adaf', 1413, 'Nordkapp', 10),\n",
       " ('ce8b3fcd44b1', 849, 'Sofia', 14),\n",
       " ('1fc012fcb7c5', 1081, 'Jayuya', 21),\n",
       " ('54670c3136d', 1254, 'Luoyang', 7),\n",
       " ('6f2f9ff6b7bd', 903, 'Zhangye-Shi', 3),\n",
       " ('60fdf85cf570', 1002, 'Almaty', 14),\n",
       " ('49e8530b61a0', 1061, 'Nullarbor', 3),\n",
       " ('1634fe98c256', 1058, 'Jayuya', 7),\n",
       " ('17d3decd842', 1041, 'Ijsseloog', 7),\n",
       " ('f7cbb3da7e6', 731, 'Aalborg', 14),\n",
       " ('c3cac7d3bc', 813, 'Ijsseloog', 7),\n",
       " ('a1342d1ec', 1368, 'Ijsseloog', 7),\n",
       " ('da926535df', 1383, 'Jayuya', 7),\n",
       " ('398d3e972f49', 1194, 'Estacada', 14),\n",
       " ('134d5f5b3f', 1399, 'Tambon-Pa-Fa', 14),\n",
       " ('705baebce', 1287, 'Tubakuba', 3),\n",
       " ('0ee0ff115', 1181, 'Jayuya', 21),\n",
       " ('b116bf9bd', 1307, 'Zhangye-Shi', 21),\n",
       " ('bf75e25a6b8', 1448, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
       " ('cb89673b727', 1681, 'Ijsseloog', 14),\n",
       " ('3962815e6', 1497, 'Ijsseloog', 7),\n",
       " ('3251b683b9f', 1466, 'Zhangye-Shi', 21),\n",
       " ('4ad6523f', 1085, 'Luoyang', 7),\n",
       " ('f60e203aaaf9', 623, 'Lemnos', 21),\n",
       " ('35ea596f', 1613, 'Tubakuba', 7),\n",
       " ('27861346', 1046, 'Grimsey-Island', 14),\n",
       " ('67c14f2635', 1157, 'Stonington-Island', 7),\n",
       " ('579302498bdc', 1076, 'Parowan', 14),\n",
       " ('71573a6513', 1259, 'Giessenmestia', 7),\n",
       " ('1fb40d6b', 1568, 'Stonington-Island', 7),\n",
       " ('06af8642ff', 1389, 'Sofia', 7),\n",
       " ('38b01883fd', 1309, 'Mamula', 10),\n",
       " ('1385d067d40b', 1365, 'Zhangye-Shi', 7),\n",
       " ('353e6dc9', 1039, 'Sukhumi', 10),\n",
       " ('11896bedc4', 999, 'Morgantown', 7),\n",
       " ('b96caebcfd6', 1155, 'Geoje-Si', 21),\n",
       " ('435b4e82', 1429, 'Morgantown', 21),\n",
       " ('68660362', 1568, 'Morgantown', 21),\n",
       " ('c1254c8fc9a', 909, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
       " ('bce7bdf7c', 878, 'Lemnos', 10),\n",
       " ('44dadca0cd9', 1345, 'Aalborg', 7),\n",
       " ('d168673f959', 1330, 'Karlukovo', 7),\n",
       " ('a3fec18095', 1256, 'Geoje-Si', 7),\n",
       " ('33123a00', 1438, 'Grimsey-Island', 14),\n",
       " ('d6b03403', 1207, 'Morgantown', 14),\n",
       " ('ec5f5691', 1150, 'Luoyang', 14),\n",
       " ('f22b8e717c', 1401, 'Tambon-Pa-Fa', 21),\n",
       " ('995f57877aac', 1155, 'Tambon-Pa-Fa', 14),\n",
       " ('4435ea0d0c5d', 1205, 'Tambon-Pa-Fa', 7),\n",
       " ('b8521145', 1338, 'Ijsseloog', 7),\n",
       " ('ea6c84938e2', 1310, 'Nullarbor', 7),\n",
       " ('3b1a78218bb5', 1083, 'Tambon-Pa-Fa', 10),\n",
       " ('e1df7ea96302', 1483, 'Almaty', 7),\n",
       " ('c86e2e5826', 1331, 'Morgantown', 21),\n",
       " ('1942931f2', 1219, 'Parowan', 14),\n",
       " ('303965365c4', 1594, 'Sofia', 14),\n",
       " ('cd227c32d4e', 984, 'Estacada', 14),\n",
       " ('c9c6d041', 1194, 'Mora', 14),\n",
       " ('b70e605889', 834, 'Puente-Laguna-Garzonkuala-Penyu', 10),\n",
       " ('c11e991e22ea', 1453, 'Nullarbor', 3),\n",
       " ('650a2b292e5c', 1623, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
       " ('a2dd4aec', 1160, 'Nullarbor', 3),\n",
       " ('68022753', 1239, 'Mamula', 21),\n",
       " ('5b23fa704734', 1194, 'Giessenmestia', 14),\n",
       " ('a87ad38a7', 879, 'Aalborg', 21),\n",
       " ('b4e498b9ed', 1060, 'Geoje-Si', 14),\n",
       " ('b1aa6c5d8a', 821, 'Estacada', 21),\n",
       " ('dda7d369', 1546, 'Uzupis', 21),\n",
       " ('757f3c9f5', 1208, 'Hajnowski', 14),\n",
       " ('732cbc2c276b', 947, 'Sukhumi', 14),\n",
       " ('e1cd5acf5', 1044, 'Stonington-Island', 14),\n",
       " ('b1dc6df3240', 1261, 'Holmegaard', 7),\n",
       " ('952801ceb36', 1126, 'Stonington-Island', 7),\n",
       " ('1541ba11', 1047, 'Almaty', 7)]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "finished = False\n",
    "while not finished:\n",
    "    print('iterating')\n",
    "    holidays = []\n",
    "    for n in destination_names:\n",
    "        holidays += [make_holiday(n)]\n",
    "    for _ in range(95):\n",
    "        holidays += [make_holiday()]\n",
    "    finished = (len(set(h[0] for h in holidays)) == len(holidays))\n",
    "holidays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "random.shuffle(holidays)\n",
    "with open('01-holidays.txt', 'w') as f:\n",
    "    for hid, price, name, days in holidays:\n",
    "        f.write('{} {} {} {}\\n'.format(hid, price, name, days))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['dda7d369', '1546', 'Uzupis', '21'],\n",
       " ['68022753', '1239', 'Mamula', '21'],\n",
       " ['b261dbd1cef', '996', 'Holmegaard', '21']]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "with open('01-holidays.txt') as f:\n",
    "    hols = [h.split() for h in f.readlines()]\n",
    "hols[:3]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "assert len(set(h[0] for h in hols)) == len(hols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('9f7197d4f2f', 1185, 'Estacada', 21),\n",
       " ('a61f5794124', 1458, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
       " ('56775261', 1107, 'Lemnos', 14),\n",
       " ('eed54d307cc', 1458, 'Parowan', 21),\n",
       " ('7285b19afa6f', 1663, 'Luoyang', 14),\n",
       " ('78765b48', 1260, 'Nordkapp', 10),\n",
       " ('428b6d2c5', 1152, 'Nordkapp', 21)]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "example_holidays = []\n",
    "names = random.sample(destination_score_exceptions.keys(), 2) + random.sample(destination_names, 4)\n",
    "names += [names[-1]]\n",
    "example_holidays = [make_holiday(n) for n in names]\n",
    "example_holidays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('428b6d2c5', 1152, 'Nordkapp', 21),\n",
       " ('9f7197d4f2f', 1185, 'Estacada', 21),\n",
       " ('56775261', 1107, 'Lemnos', 14),\n",
       " ('78765b48', 1260, 'Nordkapp', 10),\n",
       " ('eed54d307cc', 1458, 'Parowan', 21),\n",
       " ('7285b19afa6f', 1663, 'Luoyang', 14),\n",
       " ('a61f5794124', 1458, 'Puente-Laguna-Garzonkuala-Penyu', 14)]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random.shuffle(example_holidays)\n",
    "example_holidays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "example_holidays = [('f2ffe169-7cc5-42e1-9b46-8cdb61bb906d', 769, 'Morgantown', 3),\n",
    " ('2e6a6d6d-6c08-4021-b99f-05202c898b5f', 1284, 'Morgantown', 21),\n",
    " ('ab659b71-347d-45dc-9416-34def36ffc7d', 1514, 'Giessenmestia', 21),\n",
    " ('eafb15a4-1839-4fb5-be9b-d8389018bd07', 1052, 'Estacada', 21),\n",
    " ('7476b214-8b55-47f6-833e-dfa487c4270a', 782, 'Geoje-Si', 14),\n",
    " ('bb8d5034-49ce-483d-ab6c-d16caf2584a5', 724, 'Stonington-Island', 14),\n",
    " ('6138068a-3c16-4f7f-8dc6-a1199608abc5', 1209, 'Nordkapp', 21)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "f2ffe169-7cc5-42e1-9b46-8cdb61bb906d 769 Morgantown 3\n",
      "2e6a6d6d-6c08-4021-b99f-05202c898b5f 1284 Morgantown 21\n",
      "ab659b71-347d-45dc-9416-34def36ffc7d 1514 Giessenmestia 21\n",
      "eafb15a4-1839-4fb5-be9b-d8389018bd07 1052 Estacada 21\n",
      "7476b214-8b55-47f6-833e-dfa487c4270a 782 Geoje-Si 14\n",
      "bb8d5034-49ce-483d-ab6c-d16caf2584a5 724 Stonington-Island 14\n",
      "6138068a-3c16-4f7f-8dc6-a1199608abc5 1209 Nordkapp 21\n"
     ]
    }
   ],
   "source": [
    "for hid, price, name, days in example_holidays:\n",
    "        print('{} {} {} {}'.format(hid, price, name, days))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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