01-ticket-prices/ticket-pricing-generator.ipynb

   1 {
   2  "cells": [
   3   {
   4    "cell_type": "code",
   5    "execution_count": 1,
   6    "metadata": {
   7     "collapsed": true
   8    },
   9    "outputs": [],
  10    "source": [
  11     "import random\n",
  12     "import re\n",
  13     "import uuid"
  14    ]
  15   },
  16   {
  17    "cell_type": "code",
  18    "execution_count": 2,
  19    "metadata": {
  20     "collapsed": true
  21    },
  22    "outputs": [],
  23    "source": [
  24     "def cap_after_hyphen(string):\n",
  25     "    return re.sub(r'\\-(?P<first>[a-z])', \n",
  26     "                  lambda m: '-' + m.group('first').upper(), \n",
  27     "                  string)    "
  28    ]
  29   },
  30   {
  31    "cell_type": "code",
  32    "execution_count": 3,
  33    "metadata": {},
  34    "outputs": [
  35     {
  36      "data": {
  37       "text/plain": [
  38        "['Aalborg',\n",
  39        " 'Nullarbor',\n",
  40        " 'Morgantown',\n",
  41        " 'Estacada',\n",
  42        " 'Almaty',\n",
  43        " 'Tambon-Pa-Fa',\n",
  44        " 'Lemnos',\n",
  45        " 'Sofia',\n",
  46        " 'Puente-Laguna-Garzonkuala-Penyu',\n",
  47        " 'Hajnowski',\n",
  48        " 'Karlukovo',\n",
  49        " 'Mamula',\n",
  50        " 'Stonington-Island',\n",
  51        " 'Grimsey-Island',\n",
  52        " 'Uzupis',\n",
  53        " 'Sukhumi',\n",
  54        " 'Ijsseloog',\n",
  55        " 'Giessenmestia',\n",
  56        " 'Nordkapp',\n",
  57        " 'Gorongosa',\n",
  58        " 'Brorfelde',\n",
  59        " 'Parowan',\n",
  60        " 'Tubakuba',\n",
  61        " 'Geoje-Si',\n",
  62        " 'Mora',\n",
  63        " 'Holmegaard',\n",
  64        " 'Jayuya',\n",
  65        " 'Zhangye-Shi',\n",
  66        " 'Luoyang']"
  67       ]
  68      },
  69      "execution_count": 3,
  70      "metadata": {},
  71      "output_type": "execute_result"
  72     }
  73    ],
  74    "source": [
  75     "destination_names = ('Aalborg Nullarbor MORGANTOWN ESTACADA ALMATY TAMBON-PA-FA Lemnos Sofia Puente-Laguna-Garzon' +\n",
  76     "'KUALA-PENYU HAJNOWSKI KARLUKOVO Mamula STONINGTON-ISLAND Grimsey-Island Uzupis SUKHUMI IJsseloog GIESSEN' +\n",
  77     "'MESTIA NORDKAPP GORONGOSA Brorfelde PAROWAN Tubakuba GEOJE-SI MORA HOLMEGAARD JAYUYA ZHANGYE-SHI LUOYANG')\n",
  78     "destination_names = destination_names.lower().split()\n",
  79     "destination_names = [n[0].upper() + n[1:] for n in destination_names]\n",
  80     "destination_names = [cap_after_hyphen(n) for n in destination_names]\n",
  81     "\n",
  82     "destination_names"
  83    ]
  84   },
  85   {
  86    "cell_type": "code",
  87    "execution_count": 4,
  88    "metadata": {},
  89    "outputs": [
  90     {
  91      "data": {
  92       "text/plain": [
  93        "{'Aalborg': 1.0,\n",
  94        " 'Almaty': 1.0,\n",
  95        " 'Brorfelde': 1.0,\n",
  96        " 'Estacada': 1.0,\n",
  97        " 'Geoje-Si': 1.0,\n",
  98        " 'Giessenmestia': 1.0,\n",
  99        " 'Gorongosa': 1.0,\n",
 100        " 'Grimsey-Island': 1.0,\n",
 101        " 'Hajnowski': 1.0,\n",
 102        " 'Holmegaard': 1.0,\n",
 103        " 'Ijsseloog': 1.0,\n",
 104        " 'Jayuya': 1.0,\n",
 105        " 'Karlukovo': 1.0,\n",
 106        " 'Lemnos': 1.0,\n",
 107        " 'Luoyang': 1.0,\n",
 108        " 'Mamula': 1.0,\n",
 109        " 'Mora': 1.0,\n",
 110        " 'Morgantown': 1.0,\n",
 111        " 'Nordkapp': 1.0,\n",
 112        " 'Nullarbor': 1.0,\n",
 113        " 'Parowan': 1.0,\n",
 114        " 'Puente-Laguna-Garzonkuala-Penyu': 1.0,\n",
 115        " 'Sofia': 1.0,\n",
 116        " 'Stonington-Island': 1.0,\n",
 117        " 'Sukhumi': 1.0,\n",
 118        " 'Tambon-Pa-Fa': 1.0,\n",
 119        " 'Tubakuba': 1.0,\n",
 120        " 'Uzupis': 1.0,\n",
 121        " 'Zhangye-Shi': 1.0}"
 122       ]
 123      },
 124      "execution_count": 4,
 125      "metadata": {},
 126      "output_type": "execute_result"
 127     }
 128    ],
 129    "source": [
 130     "destination_scores = {n: 1.0 for n in destination_names}\n",
 131     "destination_scores"
 132    ]
 133   },
 134   {
 135    "cell_type": "code",
 136    "execution_count": 40,
 137    "metadata": {},
 138    "outputs": [
 139     {
 140      "data": {
 141       "text/plain": [
 142        "{'Aalborg': 1,\n",
 143        " 'Almaty': 2.0,\n",
 144        " 'Brorfelde': 0.9,\n",
 145        " 'Estacada': 0.4,\n",
 146        " 'Geoje-Si': 1,\n",
 147        " 'Giessenmestia': 1,\n",
 148        " 'Gorongosa': 1,\n",
 149        " 'Grimsey-Island': 1,\n",
 150        " 'Hajnowski': 1,\n",
 151        " 'Holmegaard': 1,\n",
 152        " 'Ijsseloog': 1,\n",
 153        " 'Jayuya': 0.6,\n",
 154        " 'Karlukovo': 2.2,\n",
 155        " 'Lemnos': 1,\n",
 156        " 'Luoyang': 1,\n",
 157        " 'Mamula': 1,\n",
 158        " 'Mora': 1,\n",
 159        " 'Morgantown': 2.9,\n",
 160        " 'Nordkapp': 1.5,\n",
 161        " 'Nullarbor': 2.2,\n",
 162        " 'Parowan': 1,\n",
 163        " 'Puente-Laguna-Garzonkuala-Penyu': 0.4,\n",
 164        " 'Sofia': 1,\n",
 165        " 'Stonington-Island': 1,\n",
 166        " 'Sukhumi': 1,\n",
 167        " 'Tambon-Pa-Fa': 1,\n",
 168        " 'Tubakuba': 1,\n",
 169        " 'Uzupis': 0.9,\n",
 170        " 'Zhangye-Shi': 1}"
 171       ]
 172      },
 173      "execution_count": 40,
 174      "metadata": {},
 175      "output_type": "execute_result"
 176     }
 177    ],
 178    "source": [
 179     "adjust = random.sample(destination_names, 10)\n",
 180     "inc_names = adjust[:5]\n",
 181     "dec_names = adjust[5:]\n",
 182     "for n in inc_names:\n",
 183     "    destination_scores[n] = float(random.randint(11, 30)) / 10\n",
 184     "for n in dec_names:\n",
 185     "    destination_scores[n] = float(random.randint(3, 9)) / 10 \n",
 186     "destination_scores"
 187    ]
 188   },
 189   {
 190    "cell_type": "code",
 191    "execution_count": 42,
 192    "metadata": {
 193     "collapsed": true
 194    },
 195    "outputs": [],
 196    "source": [
 197     "destination_scores = {'Aalborg': 1, 'Almaty': 2.0, 'Brorfelde': 0.9, 'Estacada': 0.4, 'Geoje-Si': 1,\n",
 198     " 'Giessenmestia': 1, 'Gorongosa': 1, 'Grimsey-Island': 1, 'Hajnowski': 1, 'Holmegaard': 1, 'Ijsseloog': 1,\n",
 199     " 'Jayuya': 0.6, 'Karlukovo': 2.2, 'Lemnos': 1, 'Luoyang': 1, 'Mamula': 1, 'Mora': 1, 'Morgantown': 2.9,\n",
 200     " 'Nordkapp': 1.5, 'Nullarbor': 2.2, 'Parowan': 1, 'Puente-Laguna-Garzonkuala-Penyu': 0.4, 'Sofia': 1,\n",
 201     " 'Stonington-Island': 1, 'Sukhumi': 1, 'Tambon-Pa-Fa': 1, 'Tubakuba': 1, 'Uzupis': 0.9, 'Zhangye-Shi': 1}"
 202    ]
 203   },
 204   {
 205    "cell_type": "code",
 206    "execution_count": 5,
 207    "metadata": {
 208     "collapsed": true
 209    },
 210    "outputs": [],
 211    "source": [
 212     "destination_score_exceptions = {'Almaty': 2.0, 'Brorfelde': 0.9, 'Estacada': 0.4, 'Jayuya': 0.6, 'Karlukovo': 2.2,  'Morgantown': 2.9,\n",
 213     " 'Nordkapp': 1.5, 'Nullarbor': 2.2,  'Puente-Laguna-Garzonkuala-Penyu': 0.4, 'Uzupis': 0.9}"
 214    ]
 215   },
 216   {
 217    "cell_type": "code",
 218    "execution_count": 6,
 219    "metadata": {},
 220    "outputs": [
 221     {
 222      "data": {
 223       "text/plain": [
 224        "{'Aalborg': 1.0,\n",
 225        " 'Almaty': 2.0,\n",
 226        " 'Brorfelde': 0.9,\n",
 227        " 'Estacada': 0.4,\n",
 228        " 'Geoje-Si': 1.0,\n",
 229        " 'Giessenmestia': 1.0,\n",
 230        " 'Gorongosa': 1.0,\n",
 231        " 'Grimsey-Island': 1.0,\n",
 232        " 'Hajnowski': 1.0,\n",
 233        " 'Holmegaard': 1.0,\n",
 234        " 'Ijsseloog': 1.0,\n",
 235        " 'Jayuya': 0.6,\n",
 236        " 'Karlukovo': 2.2,\n",
 237        " 'Lemnos': 1.0,\n",
 238        " 'Luoyang': 1.0,\n",
 239        " 'Mamula': 1.0,\n",
 240        " 'Mora': 1.0,\n",
 241        " 'Morgantown': 2.9,\n",
 242        " 'Nordkapp': 1.5,\n",
 243        " 'Nullarbor': 2.2,\n",
 244        " 'Parowan': 1.0,\n",
 245        " 'Puente-Laguna-Garzonkuala-Penyu': 0.4,\n",
 246        " 'Sofia': 1.0,\n",
 247        " 'Stonington-Island': 1.0,\n",
 248        " 'Sukhumi': 1.0,\n",
 249        " 'Tambon-Pa-Fa': 1.0,\n",
 250        " 'Tubakuba': 1.0,\n",
 251        " 'Uzupis': 0.9,\n",
 252        " 'Zhangye-Shi': 1.0}"
 253       ]
 254      },
 255      "execution_count": 6,
 256      "metadata": {},
 257      "output_type": "execute_result"
 258     }
 259    ],
 260    "source": [
 261     "destination_scores.update(destination_score_exceptions)\n",
 262     "destination_scores"
 263    ]
 264   },
 265   {
 266    "cell_type": "code",
 267    "execution_count": 7,
 268    "metadata": {},
 269    "outputs": [
 270     {
 271      "name": "stdout",
 272      "output_type": "stream",
 273      "text": [
 274       "| Destination | Score |\n",
 275       "|-------------|-------|\n",
 276       "| Almaty | 2.0 |\n",
 277       "| Brorfelde | 0.9 |\n",
 278       "| Estacada | 0.4 |\n",
 279       "| Jayuya | 0.6 |\n",
 280       "| Karlukovo | 2.2 |\n",
 281       "| Morgantown | 2.9 |\n",
 282       "| Nordkapp | 1.5 |\n",
 283       "| Nullarbor | 2.2 |\n",
 284       "| Puente-Laguna-Garzonkuala-Penyu | 0.4 |\n",
 285       "| Uzupis | 0.9 |\n"
 286      ]
 287     }
 288    ],
 289    "source": [
 290     "print('| Destination | Score |')\n",
 291     "print('|-------------|-------|')\n",
 292     "for n in sorted(destination_scores):\n",
 293     "    if destination_scores[n] != 1:\n",
 294     "        print('|', n, '|', destination_scores[n], '|')"
 295    ]
 296   },
 297   {
 298    "cell_type": "code",
 299    "execution_count": 12,
 300    "metadata": {
 301     "collapsed": true
 302    },
 303    "outputs": [],
 304    "source": [
 305     "def make_holiday(name=None):\n",
 306     "    if not name:\n",
 307     "        name = random.choice(destination_names)\n",
 308     "    days = random.choice([3, 7, 7, 7, 10, 14, 14, 14, 14, 21, 21])\n",
 309     "    price = 0\n",
 310     "    for _ in range(4):\n",
 311     "        price += random.randint(100, 500)\n",
 312     "    hol_id = str(uuid.uuid4())[-random.randint(8, 12):]\n",
 313     "    return hol_id, price, name, days"
 314    ]
 315   },
 316   {
 317    "cell_type": "code",
 318    "execution_count": 13,
 319    "metadata": {},
 320    "outputs": [
 321     {
 322      "data": {
 323       "text/plain": [
 324        "('c657491bdd7', 737, 'Ijsseloog', 21)"
 325       ]
 326      },
 327      "execution_count": 13,
 328      "metadata": {},
 329      "output_type": "execute_result"
 330     }
 331    ],
 332    "source": [
 333     "make_holiday()"
 334    ]
 335   },
 336   {
 337    "cell_type": "code",
 338    "execution_count": 24,
 339    "metadata": {},
 340    "outputs": [
 341     {
 342      "data": {
 343       "text/plain": [
 344        "[('9d25c63364', 1375, 'Aalborg', 14),\n",
 345        " ('9eebed9a8c', 1024, 'Nullarbor', 21),\n",
 346        " ('1878f1decd0f', 1074, 'Morgantown', 14),\n",
 347        " ('8c5701a15090', 1126, 'Estacada', 10),\n",
 348        " ('f54356416', 1476, 'Almaty', 14),\n",
 349        " ('fd3f630097', 1211, 'Tambon-Pa-Fa', 3),\n",
 350        " ('ba1eca1e3c', 1134, 'Lemnos', 14),\n",
 351        " ('6e614079e', 983, 'Sofia', 21),\n",
 352        " ('723d6cd8b8c', 1226, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
 353        " ('67d5ba46574', 885, 'Hajnowski', 14),\n",
 354        " ('af932c766e', 1756, 'Karlukovo', 3),\n",
 355        " ('6803ee6ab68f', 891, 'Mamula', 10),\n",
 356        " ('b721ca2c', 1269, 'Stonington-Island', 14),\n",
 357        " ('c10ced934a83', 1254, 'Grimsey-Island', 21),\n",
 358        " ('13f08b1e45b', 970, 'Uzupis', 21),\n",
 359        " ('212729ebcc0', 1100, 'Sukhumi', 14),\n",
 360        " ('294407f475f', 1273, 'Ijsseloog', 14),\n",
 361        " ('e63140bd9652', 859, 'Giessenmestia', 10),\n",
 362        " ('cd815d115', 970, 'Nordkapp', 21),\n",
 363        " ('ff301e4dc', 1103, 'Gorongosa', 21),\n",
 364        " ('e44ce4502a6', 1326, 'Brorfelde', 14),\n",
 365        " ('8631ec6315', 1194, 'Parowan', 14),\n",
 366        " ('766fe50f8f3', 1078, 'Tubakuba', 7),\n",
 367        " ('6238cc640', 1409, 'Geoje-Si', 3),\n",
 368        " ('0ae89c204', 1085, 'Mora', 21),\n",
 369        " ('aa221d744', 1157, 'Holmegaard', 14),\n",
 370        " ('9f842558a', 941, 'Jayuya', 21),\n",
 371        " ('791ed3da', 1159, 'Zhangye-Shi', 10),\n",
 372        " ('9ac98764f', 1048, 'Luoyang', 14)]"
 373       ]
 374      },
 375      "execution_count": 24,
 376      "metadata": {},
 377      "output_type": "execute_result"
 378     }
 379    ],
 380    "source": [
 381     "holidays = []\n",
 382     "for n in destination_names:\n",
 383     "    holidays += [make_holiday(n)]\n",
 384     "holidays"
 385    ]
 386   },
 387   {
 388    "cell_type": "code",
 389    "execution_count": 25,
 390    "metadata": {
 391     "collapsed": true
 392    },
 393    "outputs": [],
 394    "source": [
 395     "for _ in range(95):\n",
 396     "    holidays += [make_holiday()]"
 397    ]
 398   },
 399   {
 400    "cell_type": "code",
 401    "execution_count": 29,
 402    "metadata": {},
 403    "outputs": [
 404     {
 405      "name": "stdout",
 406      "output_type": "stream",
 407      "text": [
 408       "iterating\n"
 409      ]
 410     },
 411     {
 412      "data": {
 413       "text/plain": [
 414        "[('8d178e8fe50', 1310, 'Aalborg', 7),\n",
 415        " ('98c040c3', 1375, 'Nullarbor', 14),\n",
 416        " ('744efb40a295', 1068, 'Morgantown', 14),\n",
 417        " ('08d2936f40', 1175, 'Estacada', 3),\n",
 418        " ('91bc0a2d0', 1180, 'Almaty', 14),\n",
 419        " ('0e792455b8d', 1007, 'Tambon-Pa-Fa', 14),\n",
 420        " ('6454824e86', 1359, 'Lemnos', 7),\n",
 421        " ('5daea80f7d2', 1399, 'Sofia', 7),\n",
 422        " ('ffcc1079c877', 1579, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
 423        " ('bc53df7eb', 1168, 'Hajnowski', 14),\n",
 424        " ('669c3fe3f', 1038, 'Karlukovo', 7),\n",
 425        " ('541bd6119', 1028, 'Mamula', 7),\n",
 426        " ('dd23065a18', 1391, 'Stonington-Island', 14),\n",
 427        " ('3634c172', 1176, 'Grimsey-Island', 10),\n",
 428        " ('4a52d756', 1174, 'Uzupis', 7),\n",
 429        " ('6a1a190ed083', 1042, 'Sukhumi', 14),\n",
 430        " ('4a264d5f4e', 1262, 'Ijsseloog', 14),\n",
 431        " ('9e1d45351', 1292, 'Giessenmestia', 21),\n",
 432        " ('b4c9727f3a', 955, 'Nordkapp', 7),\n",
 433        " ('894fa3b99c', 704, 'Gorongosa', 7),\n",
 434        " ('fafb6875f', 1140, 'Brorfelde', 21),\n",
 435        " ('dc8aebebfc2', 946, 'Parowan', 3),\n",
 436        " ('094ee9edf9ce', 676, 'Tubakuba', 7),\n",
 437        " ('d752d52589', 1148, 'Geoje-Si', 21),\n",
 438        " ('6ea4cebc128f', 775, 'Mora', 10),\n",
 439        " ('0085ebcc2b2', 1442, 'Holmegaard', 21),\n",
 440        " ('48b4a7976bf1', 1133, 'Jayuya', 3),\n",
 441        " ('e689ad12', 1405, 'Zhangye-Shi', 21),\n",
 442        " ('fad4adaf', 1297, 'Luoyang', 3),\n",
 443        " ('6e4ca2fdf', 684, 'Ijsseloog', 3),\n",
 444        " ('83377c09f17', 980, 'Sofia', 7),\n",
 445        " ('3ca80302270', 1404, 'Luoyang', 7),\n",
 446        " ('91e78da67', 1054, 'Nordkapp', 7),\n",
 447        " ('ddb13dd26f', 1158, 'Lemnos', 10),\n",
 448        " ('865d85be7', 896, 'Ijsseloog', 21),\n",
 449        " ('dbfe9d638ef', 1221, 'Nordkapp', 7),\n",
 450        " ('698a05914c', 1440, 'Giessenmestia', 14),\n",
 451        " ('e11b4c5c', 1075, 'Parowan', 3),\n",
 452        " ('9910d5838754', 860, 'Morgantown', 14),\n",
 453        " ('3e4d219009', 904, 'Geoje-Si', 7),\n",
 454        " ('19ef5c556', 1624, 'Sofia', 14),\n",
 455        " ('072a1106d', 1329, 'Lemnos', 14),\n",
 456        " ('7bb0a03d18ab', 1673, 'Brorfelde', 21),\n",
 457        " ('07cc90dd3', 1209, 'Lemnos', 14),\n",
 458        " ('ca9fe765', 1491, 'Grimsey-Island', 14),\n",
 459        " ('3100ad053f', 910, 'Tambon-Pa-Fa', 10),\n",
 460        " ('7a95be26f65', 944, 'Jayuya', 7),\n",
 461        " ('4cffd22dd9b9', 1089, 'Stonington-Island', 14),\n",
 462        " ('eac0d3ed07', 1531, 'Brorfelde', 21),\n",
 463        " ('d826034e08', 1195, 'Tubakuba', 14),\n",
 464        " ('7bd023c3', 1191, 'Holmegaard', 21),\n",
 465        " ('ddd7891fb37', 1348, 'Almaty', 7),\n",
 466        " ('d3e9b79053c', 1274, 'Aalborg', 21),\n",
 467        " ('6106854836f', 748, 'Brorfelde', 14),\n",
 468        " ('9c1f692ea', 1061, 'Stonington-Island', 21),\n",
 469        " ('bf086837530', 1162, 'Parowan', 14),\n",
 470        " ('8b6e8446', 1360, 'Morgantown', 21),\n",
 471        " ('1d6a1b08', 927, 'Luoyang', 21),\n",
 472        " ('e1d4e033df7', 1057, 'Grimsey-Island', 21),\n",
 473        " ('deb36f50', 1761, 'Nordkapp', 14),\n",
 474        " ('aef2526d1978', 1422, 'Morgantown', 21),\n",
 475        " ('97afbad2bb', 1129, 'Stonington-Island', 21),\n",
 476        " ('18952053b', 1049, 'Mamula', 7),\n",
 477        " ('43cd83bb01', 1443, 'Giessenmestia', 14),\n",
 478        " ('d57afd163', 1140, 'Geoje-Si', 7),\n",
 479        " ('d29a0551504e', 1210, 'Zhangye-Shi', 7),\n",
 480        " ('182f52c61f', 916, 'Estacada', 10),\n",
 481        " ('9aa4a9bbd9f8', 1391, 'Aalborg', 10),\n",
 482        " ('d6b5aa1d219e', 1303, 'Aalborg', 14),\n",
 483        " ('64f067b7fc', 1392, 'Luoyang', 14),\n",
 484        " ('0c33d4e1', 1551, 'Luoyang', 7),\n",
 485        " ('cb24efd90', 948, 'Morgantown', 21),\n",
 486        " ('328fd2275', 806, 'Aalborg', 21),\n",
 487        " ('c81a1fcfb', 931, 'Sukhumi', 21),\n",
 488        " ('ccf770ecaa2', 1206, 'Tubakuba', 14),\n",
 489        " ('44946ac3d470', 852, 'Karlukovo', 3),\n",
 490        " ('fd7278523', 1363, 'Sukhumi', 7),\n",
 491        " ('0e9e7473eb', 1023, 'Gorongosa', 14),\n",
 492        " ('8f6abf6d', 1580, 'Sukhumi', 14),\n",
 493        " ('677046c1f45d', 1213, 'Karlukovo', 10),\n",
 494        " ('beaf2d8e35', 947, 'Grimsey-Island', 3),\n",
 495        " ('d33d871c', 1150, 'Aalborg', 14),\n",
 496        " ('54945eeed430', 1001, 'Nullarbor', 10),\n",
 497        " ('911bee88b048', 1218, 'Almaty', 21),\n",
 498        " ('062bb5cf', 1178, 'Zhangye-Shi', 14),\n",
 499        " ('b73e3ee1b21', 1028, 'Zhangye-Shi', 7),\n",
 500        " ('b268e12d1d0b', 984, 'Mora', 7),\n",
 501        " ('53b5f150', 1149, 'Jayuya', 10),\n",
 502        " ('0aeeffa1a3', 1209, 'Luoyang', 21),\n",
 503        " ('901c5848', 1107, 'Sofia', 10),\n",
 504        " ('c19a8114d44', 1188, 'Hajnowski', 3),\n",
 505        " ('989f0ca8', 930, 'Nordkapp', 21),\n",
 506        " ('02d4b258b8a', 1152, 'Estacada', 3),\n",
 507        " ('f7db1341c848', 1240, 'Nullarbor', 3),\n",
 508        " ('8cb1c9b33b', 1001, 'Almaty', 7),\n",
 509        " ('811b8fcf', 1335, 'Morgantown', 10),\n",
 510        " ('f4dd99265', 1294, 'Karlukovo', 21),\n",
 511        " ('d5821111c6c', 1236, 'Nordkapp', 14),\n",
 512        " ('c18ca0a78', 1069, 'Grimsey-Island', 14),\n",
 513        " ('c7b043d2', 1327, 'Nullarbor', 7),\n",
 514        " ('dcdccf9a55b8', 1574, 'Ijsseloog', 7),\n",
 515        " ('646c6f60', 1247, 'Sofia', 10),\n",
 516        " ('980e8f3064fc', 976, 'Giessenmestia', 14),\n",
 517        " ('0b9cb9e950', 1458, 'Estacada', 7),\n",
 518        " ('295b0f07', 997, 'Zhangye-Shi', 21),\n",
 519        " ('3da51cf71e', 1864, 'Giessenmestia', 14),\n",
 520        " ('4c0c6a48', 1069, 'Sofia', 7),\n",
 521        " ('7ed300f23', 1474, 'Luoyang', 21),\n",
 522        " ('ca039bc4a1ed', 1216, 'Sofia', 7),\n",
 523        " ('07ea553e', 1348, 'Zhangye-Shi', 14),\n",
 524        " ('44aadddc', 1245, 'Tubakuba', 14),\n",
 525        " ('25c7800fd18', 1582, 'Lemnos', 14),\n",
 526        " ('14e6e1034a', 948, 'Nordkapp', 21),\n",
 527        " ('eca25db7a', 968, 'Gorongosa', 14),\n",
 528        " ('90b158ef', 1350, 'Morgantown', 14),\n",
 529        " ('2da4222c8', 1374, 'Geoje-Si', 10),\n",
 530        " ('5d85167ed5c', 878, 'Luoyang', 3),\n",
 531        " ('b7f4d5b476c', 1755, 'Nullarbor', 14),\n",
 532        " ('686e7e91a', 1282, 'Giessenmestia', 10),\n",
 533        " ('85f6122bb848', 1296, 'Gorongosa', 14),\n",
 534        " ('e2c945275868', 867, 'Zhangye-Shi', 21),\n",
 535        " ('17637f07', 1242, 'Jayuya', 7),\n",
 536        " ('1cf53c93a', 919, 'Sofia', 7),\n",
 537        " ('7b95b6d95', 1525, 'Morgantown', 21)]"
 538       ]
 539      },
 540      "execution_count": 29,
 541      "metadata": {},
 542      "output_type": "execute_result"
 543     }
 544    ],
 545    "source": [
 546     "finished = False\n",
 547     "while not finished:\n",
 548     "    print('iterating')\n",
 549     "    holidays = []\n",
 550     "    for n in destination_names:\n",
 551     "        holidays += [make_holiday(n)]\n",
 552     "    for _ in range(95):\n",
 553     "        holidays += [make_holiday()]\n",
 554     "    finished = (len(set(h[0] for h in holidays)) == len(holidays))\n",
 555     "holidays"
 556    ]
 557   },
 558   {
 559    "cell_type": "code",
 560    "execution_count": 30,
 561    "metadata": {
 562     "collapsed": true
 563    },
 564    "outputs": [],
 565    "source": [
 566     "random.shuffle(holidays)\n",
 567     "with open('01-holidays.txt', 'w') as f:\n",
 568     "    for hid, price, name, days in holidays:\n",
 569     "        f.write('{} {} {} {}\\n'.format(hid, price, name, days))"
 570    ]
 571   },
 572   {
 573    "cell_type": "code",
 574    "execution_count": 31,
 575    "metadata": {},
 576    "outputs": [
 577     {
 578      "data": {
 579       "text/plain": [
 580        "[['07ea553e', '1348', 'Zhangye-Shi', '14'],\n",
 581        " ['02d4b258b8a', '1152', 'Estacada', '3'],\n",
 582        " ['d29a0551504e', '1210', 'Zhangye-Shi', '7']]"
 583       ]
 584      },
 585      "execution_count": 31,
 586      "metadata": {},
 587      "output_type": "execute_result"
 588     }
 589    ],
 590    "source": [
 591     "with open('01-holidays.txt') as f:\n",
 592     "    hols = [h.split() for h in f.readlines()]\n",
 593     "hols[:3]"
 594    ]
 595   },
 596   {
 597    "cell_type": "code",
 598    "execution_count": 18,
 599    "metadata": {
 600     "collapsed": true
 601    },
 602    "outputs": [],
 603    "source": [
 604     "assert len(set(h[0] for h in hols)) == len(hols)"
 605    ]
 606   },
 607   {
 608    "cell_type": "code",
 609    "execution_count": 19,
 610    "metadata": {},
 611    "outputs": [
 612     {
 613      "data": {
 614       "text/plain": [
 615        "[('c6efb742d00c', 1010, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
 616        " ('7c111cbe', 1061, 'Morgantown', 14),\n",
 617        " ('6b1006fa49', 1137, 'Sofia', 3),\n",
 618        " ('fb330270', 1075, 'Uzupis', 3),\n",
 619        " ('acf977ef446f', 1318, 'Mora', 14),\n",
 620        " ('02277d8e', 1023, 'Zhangye-Shi', 10),\n",
 621        " ('3fa7eb52c', 1515, 'Zhangye-Shi', 14)]"
 622       ]
 623      },
 624      "execution_count": 19,
 625      "metadata": {},
 626      "output_type": "execute_result"
 627     }
 628    ],
 629    "source": [
 630     "example_holidays = []\n",
 631     "names = random.sample(destination_score_exceptions.keys(), 2) + random.sample(destination_names, 4)\n",
 632     "names += [names[-1]]\n",
 633     "example_holidays = [make_holiday(n) for n in names]\n",
 634     "example_holidays"
 635    ]
 636   },
 637   {
 638    "cell_type": "code",
 639    "execution_count": 20,
 640    "metadata": {},
 641    "outputs": [
 642     {
 643      "data": {
 644       "text/plain": [
 645        "[('c6efb742d00c', 1010, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
 646        " ('3fa7eb52c', 1515, 'Zhangye-Shi', 14),\n",
 647        " ('fb330270', 1075, 'Uzupis', 3),\n",
 648        " ('7c111cbe', 1061, 'Morgantown', 14),\n",
 649        " ('02277d8e', 1023, 'Zhangye-Shi', 10),\n",
 650        " ('6b1006fa49', 1137, 'Sofia', 3),\n",
 651        " ('acf977ef446f', 1318, 'Mora', 14)]"
 652       ]
 653      },
 654      "execution_count": 20,
 655      "metadata": {},
 656      "output_type": "execute_result"
 657     }
 658    ],
 659    "source": [
 660     "random.shuffle(example_holidays)\n",
 661     "example_holidays"
 662    ]
 663   },
 664   {
 665    "cell_type": "code",
 666    "execution_count": 21,
 667    "metadata": {
 668     "collapsed": true
 669    },
 670    "outputs": [],
 671    "source": [
 672     "example_holidays = [('f2ffe169-7cc5-42e1-9b46-8cdb61bb906d', 769, 'Morgantown', 3),\n",
 673     " ('2e6a6d6d-6c08-4021-b99f-05202c898b5f', 1284, 'Morgantown', 21),\n",
 674     " ('ab659b71-347d-45dc-9416-34def36ffc7d', 1514, 'Giessenmestia', 21),\n",
 675     " ('eafb15a4-1839-4fb5-be9b-d8389018bd07', 1052, 'Estacada', 21),\n",
 676     " ('7476b214-8b55-47f6-833e-dfa487c4270a', 782, 'Geoje-Si', 14),\n",
 677     " ('bb8d5034-49ce-483d-ab6c-d16caf2584a5', 724, 'Stonington-Island', 14),\n",
 678     " ('6138068a-3c16-4f7f-8dc6-a1199608abc5', 1209, 'Nordkapp', 21)]"
 679    ]
 680   },
 681   {
 682    "cell_type": "code",
 683    "execution_count": 23,
 684    "metadata": {},
 685    "outputs": [
 686     {
 687      "name": "stdout",
 688      "output_type": "stream",
 689      "text": [
 690       "f2ffe169-7cc5-42e1-9b46-8cdb61bb906d 769 Morgantown 3\n",
 691       "2e6a6d6d-6c08-4021-b99f-05202c898b5f 1284 Morgantown 21\n",
 692       "ab659b71-347d-45dc-9416-34def36ffc7d 1514 Giessenmestia 21\n",
 693       "eafb15a4-1839-4fb5-be9b-d8389018bd07 1052 Estacada 21\n",
 694       "7476b214-8b55-47f6-833e-dfa487c4270a 782 Geoje-Si 14\n",
 695       "bb8d5034-49ce-483d-ab6c-d16caf2584a5 724 Stonington-Island 14\n",
 696       "6138068a-3c16-4f7f-8dc6-a1199608abc5 1209 Nordkapp 21\n"
 697      ]
 698     }
 699    ],
 700    "source": [
 701     "for hid, price, name, days in example_holidays:\n",
 702     "        print('{} {} {} {}'.format(hid, price, name, days))"
 703    ]
 704   },
 705   {
 706    "cell_type": "code",
 707    "execution_count": null,
 708    "metadata": {
 709     "collapsed": true
 710    },
 711    "outputs": [],
 712    "source": []
 713   }
 714  ],
 715  "metadata": {
 716   "kernelspec": {
 717    "display_name": "Python 3",
 718    "language": "python",
 719    "name": "python3"
 720   },
 721   "language_info": {
 722    "codemirror_mode": {
 723     "name": "ipython",
 724     "version": 3
 725    },
 726    "file_extension": ".py",
 727    "mimetype": "text/x-python",
 728    "name": "python",
 729    "nbconvert_exporter": "python",
 730    "pygments_lexer": "ipython3",
 731    "version": "3.5.2+"
 732   }
 733  },
 734  "nbformat": 4,
 735  "nbformat_minor": 2
 736 }