scrape-bulgaria.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "from util.bulgaria.govtach import Govtach\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "attrs = {\n",
    "        'name'       :  'name',\n",
    "        'ingredients':  'recipeIngredient',\n",
    "        'total_time':   'totalTime',\n",
    "        'instructions': 'recipeInstructions',\n",
    "        'servings':     'recipeYield',\n",
    "        'category':     'recipeCategory',\n",
    "        'prep_time':    'prepTime',\n",
    "        'cook_time':    'cookTime',\n",
    "}\n",
    "available_json = {'xpath' : \"normalize-space(//script[@type='application/ld+json'][contains(text(), 'recipeIngredient')])\"}\n",
    "listing={'items': '//div[@class=\"rprev\"]/div/a[2]/@href', 'next': { 'next_page_str': '?pn={}', 'type': 'random_pages' , 'max_items': 10000, 'items_per_page': 24, 'max_pages': 2120,}}\n",
    "seeds = ['https://recepti.gotvach.bg/{page}?n=1']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "govtach_spider = Govtach('https://recepti.gotvach.bg/', seeds=seeds, listing=listing, attrs=attrs, available_json=available_json)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'name': 'Калпазанска баница от стар хляб',\n",
       " 'total_time': 'PT35M',\n",
       " 'ingredients': ['стар хляб - филийки',\n",
       "  'сирене - 250 грама',\n",
       "  'яйца - 3 броя',\n",
       "  'кисело мляко - 1 ч.ч.',\n",
       "  'сода бикарбонат - 1 ч.л.',\n",
       "  'олио'],\n",
       " 'instructions': ['Намазнете тава за печене. ',\n",
       "  'Наредете на дъното филийките сух хляб , а празните пространства запълнете с малки парчета от хляба. ',\n",
       "  'Разбийте яйцата и ги смесете с киселото мляко, содата и натрошеното сирене. Залейте равномерно хляба. ',\n",
       "  'Полейте с тънка струйка олио и оставете баницата от хляб да попие добре сместа. ',\n",
       "  'Загрейте фурната на 200 градуса и я изпечете до апетитен загар. ',\n",
       "  ' Калпазанската баница от стар хляб е вкусна и много лесна.'],\n",
       " 'servings': '5',\n",
       " 'category': 'Баница',\n",
       " 'prep_time': 'PT10M',\n",
       " 'cook_time': 'PT25M'}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "govtach_spider.scrape_one_item('https://recepti.gotvach.bg/r-213251-%D0%9A%D0%B0%D0%BB%D0%BF%D0%B0%D0%B7%D0%B0%D0%BD%D1%81%D0%BA%D0%B0_%D0%B1%D0%B0%D0%BD%D0%B8%D1%86%D0%B0_%D0%BE%D1%82_%D1%81%D1%82%D0%B0%D1%80_%D1%85%D0%BB%D1%8F%D0%B1')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-21406-Маринован_паламуд_с_лук\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-20712-Манджа_от_пресен_лук\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-21708-Калкан_със_спанак_и_доматено_пюре\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-21402-Бигори\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-20756-Пълнени_сухи_чушки_с_лапад\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-25103-Патладжани_с_доматен_сос\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-21678-Задушен_сом_с_моркови_и_ябълка\n",
      "json loads does not work\n",
      "Expecting value: line 1 column 1 (char 0)\n",
      "cannot decode json\n",
      "No value to decode\n",
      "local variable 'script_data' referenced before assignment\n",
      "something is wrong for item: https://recepti.gotvach.bg/r-25101-Зелена_салата_с_млечен_дресинг\n",
      "scraping - multithreaded, n items:  24\n",
      "spider is scraping page: 1429\n"
     ]
    }
   ],
   "source": [
    "results_list = govtach_spider.start_scrape()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "result_df = pd.DataFrame(results_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>name</th>\n",
       "      <th>total_time</th>\n",
       "      <th>ingredients</th>\n",
       "      <th>instructions</th>\n",
       "      <th>servings</th>\n",
       "      <th>category</th>\n",
       "      <th>prep_time</th>\n",
       "      <th>cook_time</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Торта с три кори</td>\n",
       "      <td>PT105M</td>\n",
       "      <td>[За 1 блат, яйца - 1 бр., олио - 5 с.л., захар...</td>\n",
       "      <td>[От изброените продукти се приготвя сместа за ...</td>\n",
       "      <td>14 парчета</td>\n",
       "      <td>Торти и глазури</td>\n",
       "      <td>PT45M</td>\n",
       "      <td>PT60M</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Яхния от зелен боб с джанки и цвят от тиква</td>\n",
       "      <td>PT60M</td>\n",
       "      <td>[зелен боб - 1 кг пресен, картофи - 3 бр. сред...</td>\n",
       "      <td>[Сипете вода в средно голяма тенджера и включе...</td>\n",
       "      <td>4</td>\n",
       "      <td>Основни Ястия</td>\n",
       "      <td>PT20M</td>\n",
       "      <td>PT40M</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Засукана пита със сирене</td>\n",
       "      <td>PT70M</td>\n",
       "      <td>[за тестото, брашно - 500 гр., мая - 1/2 кубче...</td>\n",
       "      <td>[Пресяваме брашното и с част от него правим ка...</td>\n",
       "      <td>4</td>\n",
       "      <td>Хляб</td>\n",
       "      <td>PT40M</td>\n",
       "      <td>PT30M</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Солена палачинкова торта с топено сирене</td>\n",
       "      <td>PT60M</td>\n",
       "      <td>[палачинки - 8 бр., шунка - 200 г, майонеза - ...</td>\n",
       "      <td>[Всяка една от палачинките се намазва с лютени...</td>\n",
       "      <td>12</td>\n",
       "      <td>Предястия</td>\n",
       "      <td>PT30M</td>\n",
       "      <td>PT30M</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Бързи маслени сладки</td>\n",
       "      <td>PT50M</td>\n",
       "      <td>[брашно - 200 г, масло - 150 г краве, пудра за...</td>\n",
       "      <td>[Маслото нарязвам на парчета и го добавям към ...</td>\n",
       "      <td>20 бр.</td>\n",
       "      <td>Сладки и Бисквити</td>\n",
       "      <td>PT30M</td>\n",
       "      <td>PT20M</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2573</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2574</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2575</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2576</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2577</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2578 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                             name total_time  \\\n",
       "0                                Торта с три кори     PT105M   \n",
       "1     Яхния от зелен боб с джанки и цвят от тиква      PT60M   \n",
       "2                        Засукана пита със сирене      PT70M   \n",
       "3        Солена палачинкова торта с топено сирене      PT60M   \n",
       "4                            Бързи маслени сладки      PT50M   \n",
       "...                                           ...        ...   \n",
       "2573                                                           \n",
       "2574                                                           \n",
       "2575                                                           \n",
       "2576                                                           \n",
       "2577                                                           \n",
       "\n",
       "                                            ingredients  \\\n",
       "0     [За 1 блат, яйца - 1 бр., олио - 5 с.л., захар...   \n",
       "1     [зелен боб - 1 кг пресен, картофи - 3 бр. сред...   \n",
       "2     [за тестото, брашно - 500 гр., мая - 1/2 кубче...   \n",
       "3     [палачинки - 8 бр., шунка - 200 г, майонеза - ...   \n",
       "4     [брашно - 200 г, масло - 150 г краве, пудра за...   \n",
       "...                                                 ...   \n",
       "2573                                                      \n",
       "2574                                                      \n",
       "2575                                                      \n",
       "2576                                                      \n",
       "2577                                                      \n",
       "\n",
       "                                           instructions    servings  \\\n",
       "0     [От изброените продукти се приготвя сместа за ...  14 парчета   \n",
       "1     [Сипете вода в средно голяма тенджера и включе...           4   \n",
       "2     [Пресяваме брашното и с част от него правим ка...           4   \n",
       "3     [Всяка една от палачинките се намазва с лютени...          12   \n",
       "4     [Маслото нарязвам на парчета и го добавям към ...      20 бр.   \n",
       "...                                                 ...         ...   \n",
       "2573                                                                  \n",
       "2574                                                                  \n",
       "2575                                                                  \n",
       "2576                                                                  \n",
       "2577                                                                  \n",
       "\n",
       "               category prep_time cook_time  \n",
       "0       Торти и глазури     PT45M     PT60M  \n",
       "1         Основни Ястия     PT20M     PT40M  \n",
       "2                  Хляб     PT40M     PT30M  \n",
       "3             Предястия     PT30M     PT30M  \n",
       "4     Сладки и Бисквити     PT30M     PT20M  \n",
       "...                 ...       ...       ...  \n",
       "2573                                         \n",
       "2574                                         \n",
       "2575                                         \n",
       "2576                                         \n",
       "2577                                         \n",
       "\n",
       "[2578 rows x 8 columns]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "name            \n",
       "total_time      \n",
       "ingredients     \n",
       "instructions    \n",
       "servings        \n",
       "category        \n",
       "prep_time       \n",
       "cook_time       \n",
       "Name: 2577, dtype: object"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result_df.iloc[2577]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "filter = result_df[\"name\"] != \"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0        True\n",
       "1        True\n",
       "2        True\n",
       "3        True\n",
       "4        True\n",
       "        ...  \n",
       "2573    False\n",
       "2574    False\n",
       "2575    False\n",
       "2576    False\n",
       "2577    False\n",
       "Name: name, Length: 2578, dtype: bool"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "filter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_df = result_df[filter]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2570, 8)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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