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": 5,
 137    "metadata": {},
 138    "outputs": [
 139     {
 140      "data": {
 141       "text/plain": [
 142        "{'Aalborg': 1.0,\n",
 143        " 'Almaty': 1.0,\n",
 144        " 'Brorfelde': 1.9,\n",
 145        " 'Estacada': 1.0,\n",
 146        " 'Geoje-Si': 1.0,\n",
 147        " 'Giessenmestia': 0.5,\n",
 148        " 'Gorongosa': 1.3,\n",
 149        " 'Grimsey-Island': 0.6,\n",
 150        " 'Hajnowski': 1.0,\n",
 151        " 'Holmegaard': 1.0,\n",
 152        " 'Ijsseloog': 1.0,\n",
 153        " 'Jayuya': 1.0,\n",
 154        " 'Karlukovo': 1.0,\n",
 155        " 'Lemnos': 1.0,\n",
 156        " 'Luoyang': 1.0,\n",
 157        " 'Mamula': 1.0,\n",
 158        " 'Mora': 0.6,\n",
 159        " 'Morgantown': 1.0,\n",
 160        " 'Nordkapp': 1.0,\n",
 161        " 'Nullarbor': 1.8,\n",
 162        " 'Parowan': 1.0,\n",
 163        " 'Puente-Laguna-Garzonkuala-Penyu': 1.0,\n",
 164        " 'Sofia': 1.0,\n",
 165        " 'Stonington-Island': 1.0,\n",
 166        " 'Sukhumi': 0.3,\n",
 167        " 'Tambon-Pa-Fa': 0.9,\n",
 168        " 'Tubakuba': 1.0,\n",
 169        " 'Uzupis': 2.6,\n",
 170        " 'Zhangye-Shi': 2.5}"
 171       ]
 172      },
 173      "execution_count": 5,
 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": 6,
 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": 7,
 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": 8,
 219    "metadata": {},
 220    "outputs": [
 221     {
 222      "data": {
 223       "text/plain": [
 224        "{'Aalborg': 1,\n",
 225        " 'Almaty': 2.0,\n",
 226        " 'Brorfelde': 0.9,\n",
 227        " 'Estacada': 0.4,\n",
 228        " 'Geoje-Si': 1,\n",
 229        " 'Giessenmestia': 1,\n",
 230        " 'Gorongosa': 1,\n",
 231        " 'Grimsey-Island': 1,\n",
 232        " 'Hajnowski': 1,\n",
 233        " 'Holmegaard': 1,\n",
 234        " 'Ijsseloog': 1,\n",
 235        " 'Jayuya': 0.6,\n",
 236        " 'Karlukovo': 2.2,\n",
 237        " 'Lemnos': 1,\n",
 238        " 'Luoyang': 1,\n",
 239        " 'Mamula': 1,\n",
 240        " 'Mora': 1,\n",
 241        " 'Morgantown': 2.9,\n",
 242        " 'Nordkapp': 1.5,\n",
 243        " 'Nullarbor': 2.2,\n",
 244        " 'Parowan': 1,\n",
 245        " 'Puente-Laguna-Garzonkuala-Penyu': 0.4,\n",
 246        " 'Sofia': 1,\n",
 247        " 'Stonington-Island': 1,\n",
 248        " 'Sukhumi': 1,\n",
 249        " 'Tambon-Pa-Fa': 1,\n",
 250        " 'Tubakuba': 1,\n",
 251        " 'Uzupis': 0.9,\n",
 252        " 'Zhangye-Shi': 1}"
 253       ]
 254      },
 255      "execution_count": 8,
 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": 9,
 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": 10,
 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": 11,
 319    "metadata": {},
 320    "outputs": [
 321     {
 322      "data": {
 323       "text/plain": [
 324        "('d332f9de36', 1084, 'Aalborg', 14)"
 325       ]
 326      },
 327      "execution_count": 11,
 328      "metadata": {},
 329      "output_type": "execute_result"
 330     }
 331    ],
 332    "source": [
 333     "make_holiday()"
 334    ]
 335   },
 336   {
 337    "cell_type": "code",
 338    "execution_count": 12,
 339    "metadata": {},
 340    "outputs": [
 341     {
 342      "data": {
 343       "text/plain": [
 344        "[('715f4a7e01', 1711, 'Aalborg', 14),\n",
 345        " ('089d8fb41', 1350, 'Nullarbor', 10),\n",
 346        " ('5e4cac0bc', 1047, 'Morgantown', 14),\n",
 347        " ('3d325aa3', 1121, 'Estacada', 14),\n",
 348        " ('2208b9c9c8d', 982, 'Almaty', 7),\n",
 349        " ('57a09a474ed', 717, 'Tambon-Pa-Fa', 14),\n",
 350        " ('ce2dc149f13', 720, 'Lemnos', 7),\n",
 351        " ('8e98f8d24', 1522, 'Sofia', 14),\n",
 352        " ('11ad39807fb', 1492, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
 353        " ('726dc3d60', 1337, 'Hajnowski', 21),\n",
 354        " ('3582dc3a65fc', 1640, 'Karlukovo', 7),\n",
 355        " ('6088f9b7a20', 1333, 'Mamula', 14),\n",
 356        " ('93804a851f', 1505, 'Stonington-Island', 10),\n",
 357        " ('e7427c93592c', 1007, 'Grimsey-Island', 7),\n",
 358        " ('66330891', 1421, 'Uzupis', 3),\n",
 359        " ('423479b70b9', 1564, 'Sukhumi', 7),\n",
 360        " ('394773a2c8', 1421, 'Ijsseloog', 21),\n",
 361        " ('821b2172d', 1254, 'Giessenmestia', 21),\n",
 362        " ('70e4246d', 1343, 'Nordkapp', 7),\n",
 363        " ('9bba6559661', 1397, 'Gorongosa', 3),\n",
 364        " ('77f95fa1e0d', 1058, 'Brorfelde', 3),\n",
 365        " ('61c8b16c7', 1414, 'Parowan', 14),\n",
 366        " ('03b4198d6a', 1397, 'Tubakuba', 14),\n",
 367        " ('345db350cb', 1032, 'Geoje-Si', 21),\n",
 368        " ('088ed5f9', 1411, 'Mora', 14),\n",
 369        " ('e20d1d37', 1248, 'Holmegaard', 14),\n",
 370        " ('b3b569bdab1', 914, 'Jayuya', 21),\n",
 371        " ('704c26aeb2a', 1153, 'Zhangye-Shi', 14),\n",
 372        " ('ca229988', 1178, 'Luoyang', 10)]"
 373       ]
 374      },
 375      "execution_count": 12,
 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": 13,
 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": 14,
 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        "[('26ae2d0b7', 1188, 'Aalborg', 7),\n",
 415        " ('ee064e1e2ea', 785, 'Nullarbor', 14),\n",
 416        " ('c5f99dca95e', 1727, 'Morgantown', 14),\n",
 417        " ('b6d482b92', 1497, 'Estacada', 14),\n",
 418        " ('6fb97c1a3', 993, 'Almaty', 7),\n",
 419        " ('bfc72b962', 1153, 'Tambon-Pa-Fa', 14),\n",
 420        " ('fc05fce8d', 1551, 'Lemnos', 14),\n",
 421        " ('2407d5e3', 1234, 'Sofia', 7),\n",
 422        " ('41c837263600', 1083, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
 423        " ('46c6b6fa76', 1184, 'Hajnowski', 14),\n",
 424        " ('943fa28d', 1541, 'Karlukovo', 7),\n",
 425        " ('6ffab38e7b', 1228, 'Mamula', 14),\n",
 426        " ('1892f12d6', 948, 'Stonington-Island', 14),\n",
 427        " ('16935ed587bf', 1312, 'Grimsey-Island', 14),\n",
 428        " ('4ebc5e0b', 1227, 'Uzupis', 7),\n",
 429        " ('4a642c384ea', 1146, 'Sukhumi', 14),\n",
 430        " ('04feb63602', 1050, 'Ijsseloog', 14),\n",
 431        " ('5d2c9d24', 1263, 'Giessenmestia', 21),\n",
 432        " ('f806fc9d', 1553, 'Nordkapp', 21),\n",
 433        " ('4caefcacded0', 1644, 'Gorongosa', 21),\n",
 434        " ('aea2a458023', 727, 'Brorfelde', 21),\n",
 435        " ('1afd05d3ea88', 1072, 'Parowan', 7),\n",
 436        " ('303db888d', 1316, 'Tubakuba', 7),\n",
 437        " ('9997e977978', 1170, 'Geoje-Si', 14),\n",
 438        " ('2ee77108', 1549, 'Mora', 7),\n",
 439        " ('6ed9a88972', 1295, 'Holmegaard', 14),\n",
 440        " ('38b9690d981', 1204, 'Jayuya', 14),\n",
 441        " ('166b77df', 979, 'Zhangye-Shi', 14),\n",
 442        " ('7f1a85bc', 1140, 'Luoyang', 7),\n",
 443        " ('7b1c64c74', 1361, 'Tambon-Pa-Fa', 10),\n",
 444        " ('4a67a59a', 1055, 'Almaty', 7),\n",
 445        " ('1ab9eb3d5422', 1376, 'Tambon-Pa-Fa', 14),\n",
 446        " ('df7bd3ee5', 1209, 'Parowan', 7),\n",
 447        " ('b4db7910', 1300, 'Ijsseloog', 10),\n",
 448        " ('4ce3111c66', 1106, 'Karlukovo', 10),\n",
 449        " ('9a226b7b33c', 906, 'Hajnowski', 7),\n",
 450        " ('153da27bcb75', 1030, 'Ijsseloog', 3),\n",
 451        " ('de5d04b2c3a', 867, 'Tubakuba', 7),\n",
 452        " ('eaa91671', 943, 'Stonington-Island', 14),\n",
 453        " ('b261dbd1cef', 996, 'Holmegaard', 21),\n",
 454        " ('7a9b44f3bcc', 1277, 'Mora', 14),\n",
 455        " ('e1f3bd201', 1379, 'Uzupis', 14),\n",
 456        " ('83f28647', 973, 'Jayuya', 7),\n",
 457        " ('0ba9dcee27f3', 1261, 'Karlukovo', 14),\n",
 458        " ('4809881ff7', 1380, 'Holmegaard', 7),\n",
 459        " ('67985d6aa', 1525, 'Stonington-Island', 14),\n",
 460        " ('1e38291d', 1438, 'Luoyang', 14),\n",
 461        " ('839240114', 1546, 'Tubakuba', 7),\n",
 462        " ('ceb26b792', 1352, 'Sofia', 21),\n",
 463        " ('7b049264', 1077, 'Hajnowski', 10),\n",
 464        " ('34f7247adaf', 1413, 'Nordkapp', 10),\n",
 465        " ('ce8b3fcd44b1', 849, 'Sofia', 14),\n",
 466        " ('1fc012fcb7c5', 1081, 'Jayuya', 21),\n",
 467        " ('54670c3136d', 1254, 'Luoyang', 7),\n",
 468        " ('6f2f9ff6b7bd', 903, 'Zhangye-Shi', 3),\n",
 469        " ('60fdf85cf570', 1002, 'Almaty', 14),\n",
 470        " ('49e8530b61a0', 1061, 'Nullarbor', 3),\n",
 471        " ('1634fe98c256', 1058, 'Jayuya', 7),\n",
 472        " ('17d3decd842', 1041, 'Ijsseloog', 7),\n",
 473        " ('f7cbb3da7e6', 731, 'Aalborg', 14),\n",
 474        " ('c3cac7d3bc', 813, 'Ijsseloog', 7),\n",
 475        " ('a1342d1ec', 1368, 'Ijsseloog', 7),\n",
 476        " ('da926535df', 1383, 'Jayuya', 7),\n",
 477        " ('398d3e972f49', 1194, 'Estacada', 14),\n",
 478        " ('134d5f5b3f', 1399, 'Tambon-Pa-Fa', 14),\n",
 479        " ('705baebce', 1287, 'Tubakuba', 3),\n",
 480        " ('0ee0ff115', 1181, 'Jayuya', 21),\n",
 481        " ('b116bf9bd', 1307, 'Zhangye-Shi', 21),\n",
 482        " ('bf75e25a6b8', 1448, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
 483        " ('cb89673b727', 1681, 'Ijsseloog', 14),\n",
 484        " ('3962815e6', 1497, 'Ijsseloog', 7),\n",
 485        " ('3251b683b9f', 1466, 'Zhangye-Shi', 21),\n",
 486        " ('4ad6523f', 1085, 'Luoyang', 7),\n",
 487        " ('f60e203aaaf9', 623, 'Lemnos', 21),\n",
 488        " ('35ea596f', 1613, 'Tubakuba', 7),\n",
 489        " ('27861346', 1046, 'Grimsey-Island', 14),\n",
 490        " ('67c14f2635', 1157, 'Stonington-Island', 7),\n",
 491        " ('579302498bdc', 1076, 'Parowan', 14),\n",
 492        " ('71573a6513', 1259, 'Giessenmestia', 7),\n",
 493        " ('1fb40d6b', 1568, 'Stonington-Island', 7),\n",
 494        " ('06af8642ff', 1389, 'Sofia', 7),\n",
 495        " ('38b01883fd', 1309, 'Mamula', 10),\n",
 496        " ('1385d067d40b', 1365, 'Zhangye-Shi', 7),\n",
 497        " ('353e6dc9', 1039, 'Sukhumi', 10),\n",
 498        " ('11896bedc4', 999, 'Morgantown', 7),\n",
 499        " ('b96caebcfd6', 1155, 'Geoje-Si', 21),\n",
 500        " ('435b4e82', 1429, 'Morgantown', 21),\n",
 501        " ('68660362', 1568, 'Morgantown', 21),\n",
 502        " ('c1254c8fc9a', 909, 'Puente-Laguna-Garzonkuala-Penyu', 7),\n",
 503        " ('bce7bdf7c', 878, 'Lemnos', 10),\n",
 504        " ('44dadca0cd9', 1345, 'Aalborg', 7),\n",
 505        " ('d168673f959', 1330, 'Karlukovo', 7),\n",
 506        " ('a3fec18095', 1256, 'Geoje-Si', 7),\n",
 507        " ('33123a00', 1438, 'Grimsey-Island', 14),\n",
 508        " ('d6b03403', 1207, 'Morgantown', 14),\n",
 509        " ('ec5f5691', 1150, 'Luoyang', 14),\n",
 510        " ('f22b8e717c', 1401, 'Tambon-Pa-Fa', 21),\n",
 511        " ('995f57877aac', 1155, 'Tambon-Pa-Fa', 14),\n",
 512        " ('4435ea0d0c5d', 1205, 'Tambon-Pa-Fa', 7),\n",
 513        " ('b8521145', 1338, 'Ijsseloog', 7),\n",
 514        " ('ea6c84938e2', 1310, 'Nullarbor', 7),\n",
 515        " ('3b1a78218bb5', 1083, 'Tambon-Pa-Fa', 10),\n",
 516        " ('e1df7ea96302', 1483, 'Almaty', 7),\n",
 517        " ('c86e2e5826', 1331, 'Morgantown', 21),\n",
 518        " ('1942931f2', 1219, 'Parowan', 14),\n",
 519        " ('303965365c4', 1594, 'Sofia', 14),\n",
 520        " ('cd227c32d4e', 984, 'Estacada', 14),\n",
 521        " ('c9c6d041', 1194, 'Mora', 14),\n",
 522        " ('b70e605889', 834, 'Puente-Laguna-Garzonkuala-Penyu', 10),\n",
 523        " ('c11e991e22ea', 1453, 'Nullarbor', 3),\n",
 524        " ('650a2b292e5c', 1623, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
 525        " ('a2dd4aec', 1160, 'Nullarbor', 3),\n",
 526        " ('68022753', 1239, 'Mamula', 21),\n",
 527        " ('5b23fa704734', 1194, 'Giessenmestia', 14),\n",
 528        " ('a87ad38a7', 879, 'Aalborg', 21),\n",
 529        " ('b4e498b9ed', 1060, 'Geoje-Si', 14),\n",
 530        " ('b1aa6c5d8a', 821, 'Estacada', 21),\n",
 531        " ('dda7d369', 1546, 'Uzupis', 21),\n",
 532        " ('757f3c9f5', 1208, 'Hajnowski', 14),\n",
 533        " ('732cbc2c276b', 947, 'Sukhumi', 14),\n",
 534        " ('e1cd5acf5', 1044, 'Stonington-Island', 14),\n",
 535        " ('b1dc6df3240', 1261, 'Holmegaard', 7),\n",
 536        " ('952801ceb36', 1126, 'Stonington-Island', 7),\n",
 537        " ('1541ba11', 1047, 'Almaty', 7)]"
 538       ]
 539      },
 540      "execution_count": 14,
 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": 15,
 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": 16,
 575    "metadata": {},
 576    "outputs": [
 577     {
 578      "data": {
 579       "text/plain": [
 580        "[['dda7d369', '1546', 'Uzupis', '21'],\n",
 581        " ['68022753', '1239', 'Mamula', '21'],\n",
 582        " ['b261dbd1cef', '996', 'Holmegaard', '21']]"
 583       ]
 584      },
 585      "execution_count": 16,
 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": 17,
 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": 18,
 610    "metadata": {},
 611    "outputs": [
 612     {
 613      "data": {
 614       "text/plain": [
 615        "[('9f7197d4f2f', 1185, 'Estacada', 21),\n",
 616        " ('a61f5794124', 1458, 'Puente-Laguna-Garzonkuala-Penyu', 14),\n",
 617        " ('56775261', 1107, 'Lemnos', 14),\n",
 618        " ('eed54d307cc', 1458, 'Parowan', 21),\n",
 619        " ('7285b19afa6f', 1663, 'Luoyang', 14),\n",
 620        " ('78765b48', 1260, 'Nordkapp', 10),\n",
 621        " ('428b6d2c5', 1152, 'Nordkapp', 21)]"
 622       ]
 623      },
 624      "execution_count": 18,
 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": 19,
 640    "metadata": {},
 641    "outputs": [
 642     {
 643      "data": {
 644       "text/plain": [
 645        "[('428b6d2c5', 1152, 'Nordkapp', 21),\n",
 646        " ('9f7197d4f2f', 1185, 'Estacada', 21),\n",
 647        " ('56775261', 1107, 'Lemnos', 14),\n",
 648        " ('78765b48', 1260, 'Nordkapp', 10),\n",
 649        " ('eed54d307cc', 1458, 'Parowan', 21),\n",
 650        " ('7285b19afa6f', 1663, 'Luoyang', 14),\n",
 651        " ('a61f5794124', 1458, 'Puente-Laguna-Garzonkuala-Penyu', 14)]"
 652       ]
 653      },
 654      "execution_count": 19,
 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": 20,
 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": 21,
 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 }