Hotels combine crawler.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "1ee87727",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: selenium==4.6.0 in ./crawl-venv/lib/python3.9/site-packages (4.6.0)\n",
      "Requirement already satisfied: trio-websocket~=0.9 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (0.9.2)\n",
      "Requirement already satisfied: trio~=0.17 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (0.22.0)\n",
      "Requirement already satisfied: urllib3[socks]~=1.26 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (1.26.12)\n",
      "Requirement already satisfied: certifi>=2021.10.8 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (2022.9.24)\n",
      "Requirement already satisfied: wsproto>=0.14 in ./crawl-venv/lib/python3.9/site-packages (from trio-websocket~=0.9->selenium==4.6.0) (1.2.0)\n",
      "Requirement already satisfied: async-generator>=1.10 in ./crawl-venv/lib/python3.9/site-packages (from trio-websocket~=0.9->selenium==4.6.0) (1.10)\n",
      "Requirement already satisfied: sniffio in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (1.3.0)\n",
      "Requirement already satisfied: outcome in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (1.2.0)\n",
      "Requirement already satisfied: attrs>=19.2.0 in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (22.1.0)\n",
      "Requirement already satisfied: exceptiongroup>=1.0.0rc9; python_version < \"3.11\" in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (1.0.1)\n",
      "Requirement already satisfied: sortedcontainers in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (2.4.0)\n",
      "Requirement already satisfied: idna in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (3.4)\n",
      "Requirement already satisfied: PySocks!=1.5.7,<2.0,>=1.5.6; extra == \"socks\" in ./crawl-venv/lib/python3.9/site-packages (from urllib3[socks]~=1.26->selenium==4.6.0) (1.7.1)\n",
      "Requirement already satisfied: h11<1,>=0.9.0 in ./crawl-venv/lib/python3.9/site-packages (from wsproto>=0.14->trio-websocket~=0.9->selenium==4.6.0) (0.14.0)\n",
      "\u001b[33mWARNING: You are using pip version 20.2.3; however, version 22.3.1 is available.\n",
      "You should consider upgrading via the '/Users/stories2/Documents/GitHub/python-data-crawler/crawl-venv/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n",
      "Collecting webdriver-manager==3.8.5\n",
      "  Using cached webdriver_manager-3.8.5-py2.py3-none-any.whl (27 kB)\n",
      "Requirement already satisfied: python-dotenv in ./crawl-venv/lib/python3.9/site-packages (from webdriver-manager==3.8.5) (0.21.0)\n",
      "Requirement already satisfied: requests in ./crawl-venv/lib/python3.9/site-packages (from webdriver-manager==3.8.5) (2.28.1)\n",
      "Requirement already satisfied: packaging in ./crawl-venv/lib/python3.9/site-packages (from webdriver-manager==3.8.5) (21.3)\n",
      "Requirement already satisfied: tqdm in ./crawl-venv/lib/python3.9/site-packages (from webdriver-manager==3.8.5) (4.64.1)\n",
      "Requirement already satisfied: idna<4,>=2.5 in ./crawl-venv/lib/python3.9/site-packages (from requests->webdriver-manager==3.8.5) (3.4)\n",
      "Requirement already satisfied: charset-normalizer<3,>=2 in ./crawl-venv/lib/python3.9/site-packages (from requests->webdriver-manager==3.8.5) (2.1.1)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in ./crawl-venv/lib/python3.9/site-packages (from requests->webdriver-manager==3.8.5) (1.26.12)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in ./crawl-venv/lib/python3.9/site-packages (from requests->webdriver-manager==3.8.5) (2022.9.24)\n",
      "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in ./crawl-venv/lib/python3.9/site-packages (from packaging->webdriver-manager==3.8.5) (3.0.9)\n",
      "Installing collected packages: webdriver-manager\n",
      "  Attempting uninstall: webdriver-manager\n",
      "    Found existing installation: webdriver-manager 3.7.1\n",
      "    Uninstalling webdriver-manager-3.7.1:\n",
      "      Successfully uninstalled webdriver-manager-3.7.1\n",
      "Successfully installed webdriver-manager-3.8.5\n",
      "\u001b[33mWARNING: You are using pip version 20.2.3; however, version 22.3.1 is available.\n",
      "You should consider upgrading via the '/Users/stories2/Documents/GitHub/python-data-crawler/crawl-venv/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "!pip3 install selenium==4.6.0\n",
    "!pip3 install webdriver-manager==3.8.5"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "41b4a630",
   "metadata": {},
   "source": [
    "https://files.pythonhosted.org/packages/c7/35/721fde638ea1ed2f32851f89544d04dab573ff629496f0275f4e7d5f5f29/selenium-4.6.0-py3-none-any.whl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1a28f2d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing ./selenium-4.6.0-py3-none-any.whl\n",
      "Requirement already satisfied: trio-websocket~=0.9 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (0.9.2)\n",
      "Requirement already satisfied: trio~=0.17 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (0.22.0)\n",
      "Requirement already satisfied: urllib3[socks]~=1.26 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (1.26.12)\n",
      "Requirement already satisfied: certifi>=2021.10.8 in ./crawl-venv/lib/python3.9/site-packages (from selenium==4.6.0) (2022.9.24)\n",
      "Requirement already satisfied: async-generator>=1.10 in ./crawl-venv/lib/python3.9/site-packages (from trio-websocket~=0.9->selenium==4.6.0) (1.10)\n",
      "Requirement already satisfied: wsproto>=0.14 in ./crawl-venv/lib/python3.9/site-packages (from trio-websocket~=0.9->selenium==4.6.0) (1.2.0)\n",
      "Requirement already satisfied: sniffio in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (1.3.0)\n",
      "Requirement already satisfied: attrs>=19.2.0 in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (22.1.0)\n",
      "Requirement already satisfied: exceptiongroup>=1.0.0rc9; python_version < \"3.11\" in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (1.0.1)\n",
      "Requirement already satisfied: outcome in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (1.2.0)\n",
      "Requirement already satisfied: sortedcontainers in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (2.4.0)\n",
      "Requirement already satisfied: idna in ./crawl-venv/lib/python3.9/site-packages (from trio~=0.17->selenium==4.6.0) (3.4)\n",
      "Requirement already satisfied: PySocks!=1.5.7,<2.0,>=1.5.6; extra == \"socks\" in ./crawl-venv/lib/python3.9/site-packages (from urllib3[socks]~=1.26->selenium==4.6.0) (1.7.1)\n",
      "Requirement already satisfied: h11<1,>=0.9.0 in ./crawl-venv/lib/python3.9/site-packages (from wsproto>=0.14->trio-websocket~=0.9->selenium==4.6.0) (0.14.0)\n",
      "Installing collected packages: selenium\n",
      "  Attempting uninstall: selenium\n",
      "    Found existing installation: selenium 4.0.0a7\n",
      "    Uninstalling selenium-4.0.0a7:\n",
      "      Successfully uninstalled selenium-4.0.0a7\n",
      "Successfully installed selenium-4.6.0\n",
      "\u001b[33mWARNING: You are using pip version 20.2.3; however, version 22.3.1 is available.\n",
      "You should consider upgrading via the '/Users/stories2/Documents/GitHub/python-data-crawler/crawl-venv/bin/python3 -m pip install --upgrade pip' command.\u001b[0m\n"
     ]
    }
   ],
   "source": [
    "# !python3 -m pip install ./selenium-4.6.0-py3-none-any.whl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6686f06d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Python 3.9.1\r\n"
     ]
    }
   ],
   "source": [
    "!python3 --version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "65987351",
   "metadata": {},
   "outputs": [],
   "source": [
    "from selenium import webdriver\n",
    "from selenium.webdriver.common.by import By\n",
    "\n",
    "from webdriver_manager.chrome import ChromeDriverManager\n",
    "from webdriver_manager.core.utils import ChromeType\n",
    "from selenium.webdriver.chrome.options import Options\n",
    "from selenium.webdriver.chrome.service import Service\n",
    "\n",
    "import os\n",
    "\n",
    "from IPython import display\n",
    "from base64 import b64decode\n",
    "\n",
    "chrome_service = Service(ChromeDriverManager().install())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "90aa262a",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Get environment variables\n",
    "IS_GITHUB_ACTION = os.getenv('IS_GITHUB_ACTION')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5c8c1723",
   "metadata": {},
   "outputs": [],
   "source": [
    "chrome_options = Options()\n",
    "if IS_GITHUB_ACTION:\n",
    "    options = [\n",
    "        \"--headless\",\n",
    "        \"--disable-gpu\",\n",
    "        \"--window-size=1920,1080\",\n",
    "        \"--ignore-certificate-errors\",\n",
    "        \"--disable-extensions\",\n",
    "        \"--no-sandbox\",\n",
    "        \"--disable-dev-shm-usage\"\n",
    "    ]\n",
    "    user_agent = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/60.0.3112.50 Safari/537.36'    \n",
    "    chrome_options.add_argument('user-agent={0}'.format(user_agent))\n",
    "    for option in options:\n",
    "        chrome_options.add_argument(option)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "e3dad9f0",
   "metadata": {},
   "outputs": [],
   "source": [
    "browser = webdriver.Chrome(service=chrome_service, options=chrome_options)\n",
    "browser.set_window_size(1920, 1080)\n",
    "browser.get('https://www.hotelscombined.co.kr/hotels/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "c6a60ffb",
   "metadata": {},
   "outputs": [],
   "source": [
    "browser.find_element(By.CSS_SELECTOR, '#ZG5G-accept').click() \n",
    "# ZG5G-accept"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "4ccc25a8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#vsni > div > div > div.HPw7-form-fields\n",
    "form = browser.find_element(By.CSS_SELECTOR, '#vsni > div > div')\n",
    "form\n",
    "display.Image(b64decode(form.screenshot_as_base64))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "fd884900",
   "metadata": {},
   "outputs": [],
   "source": [
    "form.find_element(By.CSS_SELECTOR, '.HPw7-destination').click()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "43cf9f48",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "focusedElement = browser.switch_to.active_element\n",
    "focusedElement\n",
    "display.Image(b64decode(focusedElement.screenshot_as_base64))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "9609d672",
   "metadata": {},
   "outputs": [],
   "source": [
    "focusedElement.clear()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "56825749",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "focusedElement.send_keys('도쿄')\n",
    "display.Image(b64decode(focusedElement.screenshot_as_base64))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "2b16905e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# focusedElement.find_element(By.CSS_SELECTOR, '.c8GSD-overlay-dropdown')\n",
    "selector = browser.find_element(By.CSS_SELECTOR, 'div.c8GSD-wrapper')\n",
    "display.Image(b64decode(selector.screenshot_as_base64))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "3ff5d57c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "도쿄, 일본\n",
      "도쿄, 일본\n",
      "도쿄, 일본\n",
      "도쿄 디즈니랜드 호텔\n",
      "도쿄 디즈니랜드, 우라야스, 일본\n",
      "도쿄 역, 도쿄, 일본\n"
     ]
    }
   ],
   "source": [
    "selectList = selector.find_elements(By.TAG_NAME, 'li')\n",
    "for select in selectList:\n",
    "    print(select.find_element(By.CSS_SELECTOR, '.JyN0-name').text)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "01378fc5",
   "metadata": {},
   "outputs": [],
   "source": [
    "browser.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5b4dc0c5",
   "metadata": {},
   "outputs": [],
   "source": [
    "fuckinig lier"
   ]
  }
 ],
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