{
 "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": 40,
   "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": 40,
     "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": 42,
   "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": 5,
   "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": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Aalborg': 1.0,\n",
       " 'Almaty': 2.0,\n",
       " 'Brorfelde': 0.9,\n",
       " 'Estacada': 0.4,\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': 0.6,\n",
       " 'Karlukovo': 2.2,\n",
       " 'Lemnos': 1.0,\n",
       " 'Luoyang': 1.0,\n",
       " 'Mamula': 1.0,\n",
       " 'Mora': 1.0,\n",
       " 'Morgantown': 2.9,\n",
       " 'Nordkapp': 1.5,\n",
       " 'Nullarbor': 2.2,\n",
       " 'Parowan': 1.0,\n",
       " 'Puente-Laguna-Garzonkuala-Penyu': 0.4,\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': 0.9,\n",
       " 'Zhangye-Shi': 1.0}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "destination_scores.update(destination_score_exceptions)\n",
    "destination_scores"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "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": 12,
   "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": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('c657491bdd7', 737, 'Ijsseloog', 21)"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "make_holiday()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('9d25c63364', 1375, 'Aalborg', 14),\n",
       " ('9eebed9a8c', 1024, 'Nullarbor', 21),\n",
       " ('1878f1decd0f', 1074, 'Morgantown', 14),\n",
       " ('8c5701a15090', 1126, 'Estacada', 10),\n",
       " ('f54356416', 1476, 'Almaty', 14),\n",
       " ('fd3f630097', 1211, 'Tambon-Pa-Fa', 3),\n",
       " ('ba1eca1e3c', 1134, 'Lemnos', 14),\n",
       " ('6e614079e', 983, 'Sofia', 21),\n",
       " ('723d6cd8b8c', 1226, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
       " ('67d5ba46574', 885, 'Hajnowski', 14),\n",
       " ('af932c766e', 1756, 'Karlukovo', 3),\n",
       " ('6803ee6ab68f', 891, 'Mamula', 10),\n",
       " ('b721ca2c', 1269, 'Stonington-Island', 14),\n",
       " ('c10ced934a83', 1254, 'Grimsey-Island', 21),\n",
       " ('13f08b1e45b', 970, 'Uzupis', 21),\n",
       " ('212729ebcc0', 1100, 'Sukhumi', 14),\n",
       " ('294407f475f', 1273, 'Ijsseloog', 14),\n",
       " ('e63140bd9652', 859, 'Giessenmestia', 10),\n",
       " ('cd815d115', 970, 'Nordkapp', 21),\n",
       " ('ff301e4dc', 1103, 'Gorongosa', 21),\n",
       " ('e44ce4502a6', 1326, 'Brorfelde', 14),\n",
       " ('8631ec6315', 1194, 'Parowan', 14),\n",
       " ('766fe50f8f3', 1078, 'Tubakuba', 7),\n",
       " ('6238cc640', 1409, 'Geoje-Si', 3),\n",
       " ('0ae89c204', 1085, 'Mora', 21),\n",
       " ('aa221d744', 1157, 'Holmegaard', 14),\n",
       " ('9f842558a', 941, 'Jayuya', 21),\n",
       " ('791ed3da', 1159, 'Zhangye-Shi', 10),\n",
       " ('9ac98764f', 1048, 'Luoyang', 14)]"
      ]
     },
     "execution_count": 24,
     "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": 25,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "for _ in range(95):\n",
    "    holidays += [make_holiday()]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "iterating\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "[('8d178e8fe50', 1310, 'Aalborg', 7),\n",
       " ('98c040c3', 1375, 'Nullarbor', 14),\n",
       " ('744efb40a295', 1068, 'Morgantown', 14),\n",
       " ('08d2936f40', 1175, 'Estacada', 3),\n",
       " ('91bc0a2d0', 1180, 'Almaty', 14),\n",
       " ('0e792455b8d', 1007, 'Tambon-Pa-Fa', 14),\n",
       " ('6454824e86', 1359, 'Lemnos', 7),\n",
       " ('5daea80f7d2', 1399, 'Sofia', 7),\n",
       " ('ffcc1079c877', 1579, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
       " ('bc53df7eb', 1168, 'Hajnowski', 14),\n",
       " ('669c3fe3f', 1038, 'Karlukovo', 7),\n",
       " ('541bd6119', 1028, 'Mamula', 7),\n",
       " ('dd23065a18', 1391, 'Stonington-Island', 14),\n",
       " ('3634c172', 1176, 'Grimsey-Island', 10),\n",
       " ('4a52d756', 1174, 'Uzupis', 7),\n",
       " ('6a1a190ed083', 1042, 'Sukhumi', 14),\n",
       " ('4a264d5f4e', 1262, 'Ijsseloog', 14),\n",
       " ('9e1d45351', 1292, 'Giessenmestia', 21),\n",
       " ('b4c9727f3a', 955, 'Nordkapp', 7),\n",
       " ('894fa3b99c', 704, 'Gorongosa', 7),\n",
       " ('fafb6875f', 1140, 'Brorfelde', 21),\n",
       " ('dc8aebebfc2', 946, 'Parowan', 3),\n",
       " ('094ee9edf9ce', 676, 'Tubakuba', 7),\n",
       " ('d752d52589', 1148, 'Geoje-Si', 21),\n",
       " ('6ea4cebc128f', 775, 'Mora', 10),\n",
       " ('0085ebcc2b2', 1442, 'Holmegaard', 21),\n",
       " ('48b4a7976bf1', 1133, 'Jayuya', 3),\n",
       " ('e689ad12', 1405, 'Zhangye-Shi', 21),\n",
       " ('fad4adaf', 1297, 'Luoyang', 3),\n",
       " ('6e4ca2fdf', 684, 'Ijsseloog', 3),\n",
       " ('83377c09f17', 980, 'Sofia', 7),\n",
       " ('3ca80302270', 1404, 'Luoyang', 7),\n",
       " ('91e78da67', 1054, 'Nordkapp', 7),\n",
       " ('ddb13dd26f', 1158, 'Lemnos', 10),\n",
       " ('865d85be7', 896, 'Ijsseloog', 21),\n",
       " ('dbfe9d638ef', 1221, 'Nordkapp', 7),\n",
       " ('698a05914c', 1440, 'Giessenmestia', 14),\n",
       " ('e11b4c5c', 1075, 'Parowan', 3),\n",
       " ('9910d5838754', 860, 'Morgantown', 14),\n",
       " ('3e4d219009', 904, 'Geoje-Si', 7),\n",
       " ('19ef5c556', 1624, 'Sofia', 14),\n",
       " ('072a1106d', 1329, 'Lemnos', 14),\n",
       " ('7bb0a03d18ab', 1673, 'Brorfelde', 21),\n",
       " ('07cc90dd3', 1209, 'Lemnos', 14),\n",
       " ('ca9fe765', 1491, 'Grimsey-Island', 14),\n",
       " ('3100ad053f', 910, 'Tambon-Pa-Fa', 10),\n",
       " ('7a95be26f65', 944, 'Jayuya', 7),\n",
       " ('4cffd22dd9b9', 1089, 'Stonington-Island', 14),\n",
       " ('eac0d3ed07', 1531, 'Brorfelde', 21),\n",
       " ('d826034e08', 1195, 'Tubakuba', 14),\n",
       " ('7bd023c3', 1191, 'Holmegaard', 21),\n",
       " ('ddd7891fb37', 1348, 'Almaty', 7),\n",
       " ('d3e9b79053c', 1274, 'Aalborg', 21),\n",
       " ('6106854836f', 748, 'Brorfelde', 14),\n",
       " ('9c1f692ea', 1061, 'Stonington-Island', 21),\n",
       " ('bf086837530', 1162, 'Parowan', 14),\n",
       " ('8b6e8446', 1360, 'Morgantown', 21),\n",
       " ('1d6a1b08', 927, 'Luoyang', 21),\n",
       " ('e1d4e033df7', 1057, 'Grimsey-Island', 21),\n",
       " ('deb36f50', 1761, 'Nordkapp', 14),\n",
       " ('aef2526d1978', 1422, 'Morgantown', 21),\n",
       " ('97afbad2bb', 1129, 'Stonington-Island', 21),\n",
       " ('18952053b', 1049, 'Mamula', 7),\n",
       " ('43cd83bb01', 1443, 'Giessenmestia', 14),\n",
       " ('d57afd163', 1140, 'Geoje-Si', 7),\n",
       " ('d29a0551504e', 1210, 'Zhangye-Shi', 7),\n",
       " ('182f52c61f', 916, 'Estacada', 10),\n",
       " ('9aa4a9bbd9f8', 1391, 'Aalborg', 10),\n",
       " ('d6b5aa1d219e', 1303, 'Aalborg', 14),\n",
       " ('64f067b7fc', 1392, 'Luoyang', 14),\n",
       " ('0c33d4e1', 1551, 'Luoyang', 7),\n",
       " ('cb24efd90', 948, 'Morgantown', 21),\n",
       " ('328fd2275', 806, 'Aalborg', 21),\n",
       " ('c81a1fcfb', 931, 'Sukhumi', 21),\n",
       " ('ccf770ecaa2', 1206, 'Tubakuba', 14),\n",
       " ('44946ac3d470', 852, 'Karlukovo', 3),\n",
       " ('fd7278523', 1363, 'Sukhumi', 7),\n",
       " ('0e9e7473eb', 1023, 'Gorongosa', 14),\n",
       " ('8f6abf6d', 1580, 'Sukhumi', 14),\n",
       " ('677046c1f45d', 1213, 'Karlukovo', 10),\n",
       " ('beaf2d8e35', 947, 'Grimsey-Island', 3),\n",
       " ('d33d871c', 1150, 'Aalborg', 14),\n",
       " ('54945eeed430', 1001, 'Nullarbor', 10),\n",
       " ('911bee88b048', 1218, 'Almaty', 21),\n",
       " ('062bb5cf', 1178, 'Zhangye-Shi', 14),\n",
       " ('b73e3ee1b21', 1028, 'Zhangye-Shi', 7),\n",
       " ('b268e12d1d0b', 984, 'Mora', 7),\n",
       " ('53b5f150', 1149, 'Jayuya', 10),\n",
       " ('0aeeffa1a3', 1209, 'Luoyang', 21),\n",
       " ('901c5848', 1107, 'Sofia', 10),\n",
       " ('c19a8114d44', 1188, 'Hajnowski', 3),\n",
       " ('989f0ca8', 930, 'Nordkapp', 21),\n",
       " ('02d4b258b8a', 1152, 'Estacada', 3),\n",
       " ('f7db1341c848', 1240, 'Nullarbor', 3),\n",
       " ('8cb1c9b33b', 1001, 'Almaty', 7),\n",
       " ('811b8fcf', 1335, 'Morgantown', 10),\n",
       " ('f4dd99265', 1294, 'Karlukovo', 21),\n",
       " ('d5821111c6c', 1236, 'Nordkapp', 14),\n",
       " ('c18ca0a78', 1069, 'Grimsey-Island', 14),\n",
       " ('c7b043d2', 1327, 'Nullarbor', 7),\n",
       " ('dcdccf9a55b8', 1574, 'Ijsseloog', 7),\n",
       " ('646c6f60', 1247, 'Sofia', 10),\n",
       " ('980e8f3064fc', 976, 'Giessenmestia', 14),\n",
       " ('0b9cb9e950', 1458, 'Estacada', 7),\n",
       " ('295b0f07', 997, 'Zhangye-Shi', 21),\n",
       " ('3da51cf71e', 1864, 'Giessenmestia', 14),\n",
       " ('4c0c6a48', 1069, 'Sofia', 7),\n",
       " ('7ed300f23', 1474, 'Luoyang', 21),\n",
       " ('ca039bc4a1ed', 1216, 'Sofia', 7),\n",
       " ('07ea553e', 1348, 'Zhangye-Shi', 14),\n",
       " ('44aadddc', 1245, 'Tubakuba', 14),\n",
       " ('25c7800fd18', 1582, 'Lemnos', 14),\n",
       " ('14e6e1034a', 948, 'Nordkapp', 21),\n",
       " ('eca25db7a', 968, 'Gorongosa', 14),\n",
       " ('90b158ef', 1350, 'Morgantown', 14),\n",
       " ('2da4222c8', 1374, 'Geoje-Si', 10),\n",
       " ('5d85167ed5c', 878, 'Luoyang', 3),\n",
       " ('b7f4d5b476c', 1755, 'Nullarbor', 14),\n",
       " ('686e7e91a', 1282, 'Giessenmestia', 10),\n",
       " ('85f6122bb848', 1296, 'Gorongosa', 14),\n",
       " ('e2c945275868', 867, 'Zhangye-Shi', 21),\n",
       " ('17637f07', 1242, 'Jayuya', 7),\n",
       " ('1cf53c93a', 919, 'Sofia', 7),\n",
       " ('7b95b6d95', 1525, 'Morgantown', 21)]"
      ]
     },
     "execution_count": 29,
     "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": 30,
   "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": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['07ea553e', '1348', 'Zhangye-Shi', '14'],\n",
       " ['02d4b258b8a', '1152', 'Estacada', '3'],\n",
       " ['d29a0551504e', '1210', 'Zhangye-Shi', '7']]"
      ]
     },
     "execution_count": 31,
     "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": 18,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "assert len(set(h[0] for h in hols)) == len(hols)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('c6efb742d00c', 1010, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
       " ('7c111cbe', 1061, 'Morgantown', 14),\n",
       " ('6b1006fa49', 1137, 'Sofia', 3),\n",
       " ('fb330270', 1075, 'Uzupis', 3),\n",
       " ('acf977ef446f', 1318, 'Mora', 14),\n",
       " ('02277d8e', 1023, 'Zhangye-Shi', 10),\n",
       " ('3fa7eb52c', 1515, 'Zhangye-Shi', 14)]"
      ]
     },
     "execution_count": 19,
     "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": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('c6efb742d00c', 1010, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
       " ('3fa7eb52c', 1515, 'Zhangye-Shi', 14),\n",
       " ('fb330270', 1075, 'Uzupis', 3),\n",
       " ('7c111cbe', 1061, 'Morgantown', 14),\n",
       " ('02277d8e', 1023, 'Zhangye-Shi', 10),\n",
       " ('6b1006fa49', 1137, 'Sofia', 3),\n",
       " ('acf977ef446f', 1318, 'Mora', 14)]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "random.shuffle(example_holidays)\n",
    "example_holidays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "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": 23,
   "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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