appendix_ptt/03_crawl_image.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 爬取文章上的內文的所有文章\n",
    "\n",
    "1. 你有可能會遇到「是否滿18歲」的詢問頁面\n",
    "2. 解析 ptt.cc/bbs 裏面文章的結構\n",
    "3. 爬取文章\n",
    "4. 解析並確認圖片格式\n",
    "5. 下載圖片\n",
    "\n",
    "URL https://www.ptt.cc/bbs/Gossiping/M.1538373690.A.72D.html\n",
    "\n",
    "BACKUP https://afuntw.github.io/Test-Crawling-Website/pages/ptt/M.1538373690.A.72D.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests\n",
    "import re\n",
    "import json\n",
    "import os\n",
    "\n",
    "from PIL import Image\n",
    "from bs4 import BeautifulSoup, NavigableString\n",
    "from pprint import pprint"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "ARTICLE_URL = 'https://www.ptt.cc/bbs/Gossiping/M.1538373690.A.72D.html'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 爬取文章"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "resp = requests.get(ARTICLE_URL, cookies={'over18': '1'})\n",
    "assert resp.status_code == 200\n",
    "soup = BeautifulSoup(resp.text, 'lxml')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[<a href=\"https://i.imgur.com/HdI5e8G.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/HdI5e8G.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/6W5aQk2.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/6W5aQk2.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/PhhH8ga.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/PhhH8ga.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/zF6ZwFj.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/zF6ZwFj.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/4CXovkJ.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/4CXovkJ.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/NFwopB9.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/NFwopB9.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/BFlIDmf.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/BFlIDmf.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/ARewyx8.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/ARewyx8.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/LK4fnZX.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/LK4fnZX.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/AjTWzRW.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/AjTWzRW.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/daJpBHQ.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/daJpBHQ.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/X2RqYU6.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/X2RqYU6.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/j8rj172.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/j8rj172.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/nNnAJFf.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/nNnAJFf.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/dwZAQu1.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/dwZAQu1.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/7ibAOi8.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/7ibAOi8.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/YTaD5bs.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/YTaD5bs.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/FzwkWYt.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/FzwkWYt.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/NflbWR5.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/NflbWR5.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/6sqAzjT.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/6sqAzjT.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/KmEAkaP.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/KmEAkaP.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/73yb0Ao.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/73yb0Ao.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/K6ukMIf.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/K6ukMIf.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/3BFzLjv.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/3BFzLjv.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/72a2Bas.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/72a2Bas.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/89GSqqx.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/89GSqqx.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/9CSJ3M5.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/9CSJ3M5.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/NgKEiFz.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/NgKEiFz.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/aN6aYyo.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/aN6aYyo.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/O2KNZJV.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/O2KNZJV.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/WvjeC9N.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/WvjeC9N.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/bG8O5he.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/bG8O5he.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/aJ7Lt7l.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/aJ7Lt7l.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/bNVe7S2.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/bNVe7S2.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/LxOXwCC.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/LxOXwCC.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/wI5TKjP.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/wI5TKjP.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/TW8c7ei.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/TW8c7ei.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/xl4zx8N.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/xl4zx8N.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/kbY3glw.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/kbY3glw.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/Aa3utxo.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/Aa3utxo.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/zPfERpw.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/zPfERpw.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/vXAbWHR.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/vXAbWHR.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/I7hUgF4.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/I7hUgF4.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/KOu9YRR.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/KOu9YRR.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/WvjeC9N.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/WvjeC9N.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/PtXgokJ.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/PtXgokJ.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/2sF8O4u.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/2sF8O4u.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/ZnEC7Jf.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/ZnEC7Jf.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/zqEwg69.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/zqEwg69.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/I6QeEsc.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/I6QeEsc.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/XDLSNW4.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/XDLSNW4.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/4KZ6JOH.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/4KZ6JOH.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/ixuwTe5.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/ixuwTe5.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/6wShMfE.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/6wShMfE.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/6TK1rp5.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/6TK1rp5.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/Mtf5Hz5.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/Mtf5Hz5.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/XLB5kPg.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/XLB5kPg.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/xIyvraR.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/xIyvraR.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/enTsU1Z.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/enTsU1Z.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/3YHKqwJ.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/3YHKqwJ.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/mNGnRU7.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/mNGnRU7.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/5ughnWE.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/5ughnWE.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/AA8U6Al.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/AA8U6Al.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/juPKVUR.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/juPKVUR.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/M2mJx5N.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/M2mJx5N.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/8Kwd9Rc.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/8Kwd9Rc.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/KmRqaPE.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/KmRqaPE.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/FIjGDka.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/FIjGDka.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/DB0Zu8Q.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/DB0Zu8Q.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/t8S3vno.png\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/t8S3vno.png</a>,\n",
      " <a href=\"https://i.imgur.com/MJxZfgi.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/MJxZfgi.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/G2dw8Cp.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/G2dw8Cp.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/1CwI4YX.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/1CwI4YX.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/wSShBG7.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/wSShBG7.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/kIS1BTe.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/kIS1BTe.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/3zG4M7q.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/3zG4M7q.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/xhIgdYH.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/xhIgdYH.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/Xaefcnj.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/Xaefcnj.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/VOfcZ6l.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/VOfcZ6l.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/0MvMt9H.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/0MvMt9H.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/gTBGELL.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/gTBGELL.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/mDkgG5m.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/mDkgG5m.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/6zItH1z.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/6zItH1z.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/Ikp4oXG.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/Ikp4oXG.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/ge0XrdB.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/ge0XrdB.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/qrIsZKP.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/qrIsZKP.jpg</a>,\n",
      " <a href=\"https://i.imgur.com/4k9bFUi.jpg\" rel=\"nofollow\" target=\"_blank\">https://i.imgur.com/4k9bFUi.jpg</a>]\n"
     ]
    }
   ],
   "source": [
    "main_content = soup.find(id = 'main-content')\n",
    "img_link = main_content.findAll('a', recursive=False)\n",
    "pprint(img_link)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 檢查並下載圖片"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_and_download_img(url, savedir='download_img'):\n",
    "    image_resp = requests.get(url, stream=True)\n",
    "    image = Image.open(image_resp.raw)\n",
    "    filename = os.path.basename(url)\n",
    "    \n",
    "    # check format\n",
    "    real_filename = '{}.{}'.format(\n",
    "        filename.split('.')[0],\n",
    "        image.format.lower()\n",
    "    )\n",
    "    print('check and fixed filename {} -> {}'.format(filename, real_filename))\n",
    "    \n",
    "    # download\n",
    "    if not os.path.exists(savedir):\n",
    "        os.makedirs(savedir)\n",
    "    savepath = os.path.join(savedir, real_filename)\n",
    "    image.save(savepath)\n",
    "    print('save imag - {}'.format(savepath))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "check and fixed filename HdI5e8G.jpg -> HdI5e8G.jpeg\n",
      "save imag - download_img/HdI5e8G.jpeg\n",
      "check and fixed filename 6W5aQk2.jpg -> 6W5aQk2.jpeg\n",
      "save imag - download_img/6W5aQk2.jpeg\n",
      "check and fixed filename PhhH8ga.jpg -> PhhH8ga.jpeg\n",
      "save imag - download_img/PhhH8ga.jpeg\n",
      "check and fixed filename zF6ZwFj.jpg -> zF6ZwFj.jpeg\n",
      "save imag - download_img/zF6ZwFj.jpeg\n",
      "check and fixed filename 4CXovkJ.jpg -> 4CXovkJ.jpeg\n",
      "save imag - download_img/4CXovkJ.jpeg\n",
      "check and fixed filename NFwopB9.jpg -> NFwopB9.jpeg\n",
      "save imag - download_img/NFwopB9.jpeg\n",
      "check and fixed filename BFlIDmf.jpg -> BFlIDmf.jpeg\n",
      "save imag - download_img/BFlIDmf.jpeg\n",
      "check and fixed filename ARewyx8.jpg -> ARewyx8.jpeg\n",
      "save imag - download_img/ARewyx8.jpeg\n",
      "check and fixed filename LK4fnZX.jpg -> LK4fnZX.jpeg\n",
      "save imag - download_img/LK4fnZX.jpeg\n",
      "check and fixed filename AjTWzRW.jpg -> AjTWzRW.jpeg\n",
      "save imag - download_img/AjTWzRW.jpeg\n",
      "check and fixed filename daJpBHQ.jpg -> daJpBHQ.jpeg\n",
      "save imag - download_img/daJpBHQ.jpeg\n",
      "check and fixed filename X2RqYU6.jpg -> X2RqYU6.jpeg\n",
      "save imag - download_img/X2RqYU6.jpeg\n",
      "check and fixed filename j8rj172.jpg -> j8rj172.jpeg\n",
      "save imag - download_img/j8rj172.jpeg\n",
      "check and fixed filename nNnAJFf.jpg -> nNnAJFf.jpeg\n",
      "save imag - download_img/nNnAJFf.jpeg\n",
      "check and fixed filename dwZAQu1.jpg -> dwZAQu1.jpeg\n",
      "save imag - download_img/dwZAQu1.jpeg\n",
      "check and fixed filename 7ibAOi8.jpg -> 7ibAOi8.jpeg\n",
      "save imag - download_img/7ibAOi8.jpeg\n",
      "check and fixed filename YTaD5bs.jpg -> YTaD5bs.jpeg\n",
      "save imag - download_img/YTaD5bs.jpeg\n",
      "check and fixed filename FzwkWYt.jpg -> FzwkWYt.jpeg\n",
      "save imag - download_img/FzwkWYt.jpeg\n",
      "check and fixed filename NflbWR5.jpg -> NflbWR5.jpeg\n",
      "save imag - download_img/NflbWR5.jpeg\n",
      "check and fixed filename 6sqAzjT.jpg -> 6sqAzjT.jpeg\n",
      "save imag - download_img/6sqAzjT.jpeg\n",
      "check and fixed filename KmEAkaP.jpg -> KmEAkaP.jpeg\n",
      "save imag - download_img/KmEAkaP.jpeg\n",
      "check and fixed filename 73yb0Ao.jpg -> 73yb0Ao.jpeg\n",
      "save imag - download_img/73yb0Ao.jpeg\n",
      "check and fixed filename K6ukMIf.jpg -> K6ukMIf.jpeg\n",
      "save imag - download_img/K6ukMIf.jpeg\n",
      "check and fixed filename 3BFzLjv.jpg -> 3BFzLjv.jpeg\n",
      "save imag - download_img/3BFzLjv.jpeg\n",
      "check and fixed filename 72a2Bas.jpg -> 72a2Bas.jpeg\n",
      "save imag - download_img/72a2Bas.jpeg\n",
      "check and fixed filename 89GSqqx.jpg -> 89GSqqx.jpeg\n",
      "save imag - download_img/89GSqqx.jpeg\n",
      "check and fixed filename 9CSJ3M5.jpg -> 9CSJ3M5.jpeg\n",
      "save imag - download_img/9CSJ3M5.jpeg\n",
      "check and fixed filename NgKEiFz.jpg -> NgKEiFz.jpeg\n",
      "save imag - download_img/NgKEiFz.jpeg\n",
      "check and fixed filename aN6aYyo.jpg -> aN6aYyo.jpeg\n",
      "save imag - download_img/aN6aYyo.jpeg\n",
      "check and fixed filename O2KNZJV.jpg -> O2KNZJV.jpeg\n",
      "save imag - download_img/O2KNZJV.jpeg\n",
      "check and fixed filename WvjeC9N.jpg -> WvjeC9N.jpeg\n",
      "save imag - download_img/WvjeC9N.jpeg\n",
      "check and fixed filename bG8O5he.jpg -> bG8O5he.jpeg\n",
      "save imag - download_img/bG8O5he.jpeg\n",
      "check and fixed filename aJ7Lt7l.jpg -> aJ7Lt7l.jpeg\n",
      "save imag - download_img/aJ7Lt7l.jpeg\n",
      "check and fixed filename bNVe7S2.jpg -> bNVe7S2.jpeg\n",
      "save imag - download_img/bNVe7S2.jpeg\n",
      "check and fixed filename LxOXwCC.jpg -> LxOXwCC.jpeg\n",
      "save imag - download_img/LxOXwCC.jpeg\n",
      "check and fixed filename wI5TKjP.jpg -> wI5TKjP.jpeg\n",
      "save imag - download_img/wI5TKjP.jpeg\n",
      "check and fixed filename TW8c7ei.jpg -> TW8c7ei.jpeg\n",
      "save imag - download_img/TW8c7ei.jpeg\n",
      "check and fixed filename xl4zx8N.jpg -> xl4zx8N.jpeg\n",
      "save imag - download_img/xl4zx8N.jpeg\n",
      "check and fixed filename kbY3glw.jpg -> kbY3glw.jpeg\n",
      "save imag - download_img/kbY3glw.jpeg\n",
      "check and fixed filename Aa3utxo.jpg -> Aa3utxo.jpeg\n",
      "save imag - download_img/Aa3utxo.jpeg\n",
      "check and fixed filename zPfERpw.jpg -> zPfERpw.jpeg\n",
      "save imag - download_img/zPfERpw.jpeg\n",
      "check and fixed filename vXAbWHR.jpg -> vXAbWHR.jpeg\n",
      "save imag - download_img/vXAbWHR.jpeg\n",
      "check and fixed filename I7hUgF4.jpg -> I7hUgF4.jpeg\n",
      "save imag - download_img/I7hUgF4.jpeg\n",
      "check and fixed filename KOu9YRR.jpg -> KOu9YRR.jpeg\n",
      "save imag - download_img/KOu9YRR.jpeg\n",
      "check and fixed filename WvjeC9N.jpg -> WvjeC9N.jpeg\n",
      "save imag - download_img/WvjeC9N.jpeg\n",
      "check and fixed filename PtXgokJ.jpg -> PtXgokJ.jpeg\n",
      "save imag - download_img/PtXgokJ.jpeg\n",
      "check and fixed filename 2sF8O4u.jpg -> 2sF8O4u.jpeg\n",
      "save imag - download_img/2sF8O4u.jpeg\n",
      "check and fixed filename ZnEC7Jf.jpg -> ZnEC7Jf.jpeg\n",
      "save imag - download_img/ZnEC7Jf.jpeg\n",
      "check and fixed filename zqEwg69.jpg -> zqEwg69.jpeg\n",
      "save imag - download_img/zqEwg69.jpeg\n",
      "check and fixed filename I6QeEsc.jpg -> I6QeEsc.jpeg\n",
      "save imag - download_img/I6QeEsc.jpeg\n",
      "check and fixed filename XDLSNW4.jpg -> XDLSNW4.jpeg\n",
      "save imag - download_img/XDLSNW4.jpeg\n",
      "check and fixed filename 4KZ6JOH.jpg -> 4KZ6JOH.jpeg\n",
      "save imag - download_img/4KZ6JOH.jpeg\n",
      "check and fixed filename ixuwTe5.jpg -> ixuwTe5.jpeg\n",
      "save imag - download_img/ixuwTe5.jpeg\n",
      "check and fixed filename 6wShMfE.jpg -> 6wShMfE.jpeg\n",
      "save imag - download_img/6wShMfE.jpeg\n",
      "check and fixed filename 6TK1rp5.jpg -> 6TK1rp5.jpeg\n",
      "save imag - download_img/6TK1rp5.jpeg\n",
      "check and fixed filename Mtf5Hz5.jpg -> Mtf5Hz5.jpeg\n",
      "save imag - download_img/Mtf5Hz5.jpeg\n",
      "check and fixed filename XLB5kPg.jpg -> XLB5kPg.jpeg\n",
      "save imag - download_img/XLB5kPg.jpeg\n",
      "check and fixed filename xIyvraR.jpg -> xIyvraR.jpeg\n",
      "save imag - download_img/xIyvraR.jpeg\n",
      "check and fixed filename enTsU1Z.jpg -> enTsU1Z.jpeg\n",
      "save imag - download_img/enTsU1Z.jpeg\n",
      "check and fixed filename 3YHKqwJ.jpg -> 3YHKqwJ.jpeg\n",
      "save imag - download_img/3YHKqwJ.jpeg\n",
      "check and fixed filename mNGnRU7.jpg -> mNGnRU7.jpeg\n",
      "save imag - download_img/mNGnRU7.jpeg\n",
      "check and fixed filename 5ughnWE.jpg -> 5ughnWE.jpeg\n",
      "save imag - download_img/5ughnWE.jpeg\n",
      "check and fixed filename AA8U6Al.jpg -> AA8U6Al.jpeg\n",
      "save imag - download_img/AA8U6Al.jpeg\n",
      "check and fixed filename juPKVUR.jpg -> juPKVUR.jpeg\n",
      "save imag - download_img/juPKVUR.jpeg\n",
      "check and fixed filename M2mJx5N.jpg -> M2mJx5N.jpeg\n",
      "save imag - download_img/M2mJx5N.jpeg\n",
      "check and fixed filename 8Kwd9Rc.jpg -> 8Kwd9Rc.jpeg\n",
      "save imag - download_img/8Kwd9Rc.jpeg\n",
      "check and fixed filename KmRqaPE.jpg -> KmRqaPE.jpeg\n",
      "save imag - download_img/KmRqaPE.jpeg\n",
      "check and fixed filename FIjGDka.jpg -> FIjGDka.jpeg\n",
      "save imag - download_img/FIjGDka.jpeg\n",
      "check and fixed filename DB0Zu8Q.jpg -> DB0Zu8Q.jpeg\n",
      "save imag - download_img/DB0Zu8Q.jpeg\n",
      "check and fixed filename t8S3vno.png -> t8S3vno.png\n",
      "save imag - download_img/t8S3vno.png\n",
      "check and fixed filename MJxZfgi.jpg -> MJxZfgi.jpeg\n",
      "save imag - download_img/MJxZfgi.jpeg\n",
      "check and fixed filename G2dw8Cp.jpg -> G2dw8Cp.jpeg\n",
      "save imag - download_img/G2dw8Cp.jpeg\n",
      "check and fixed filename 1CwI4YX.jpg -> 1CwI4YX.jpeg\n",
      "save imag - download_img/1CwI4YX.jpeg\n",
      "check and fixed filename wSShBG7.jpg -> wSShBG7.jpeg\n",
      "save imag - download_img/wSShBG7.jpeg\n",
      "check and fixed filename kIS1BTe.jpg -> kIS1BTe.jpeg\n",
      "save imag - download_img/kIS1BTe.jpeg\n",
      "check and fixed filename 3zG4M7q.jpg -> 3zG4M7q.jpeg\n",
      "save imag - download_img/3zG4M7q.jpeg\n",
      "check and fixed filename xhIgdYH.jpg -> xhIgdYH.jpeg\n",
      "save imag - download_img/xhIgdYH.jpeg\n",
      "check and fixed filename Xaefcnj.jpg -> Xaefcnj.jpeg\n",
      "save imag - download_img/Xaefcnj.jpeg\n",
      "check and fixed filename VOfcZ6l.jpg -> VOfcZ6l.jpeg\n",
      "save imag - download_img/VOfcZ6l.jpeg\n",
      "check and fixed filename 0MvMt9H.jpg -> 0MvMt9H.jpeg\n",
      "save imag - download_img/0MvMt9H.jpeg\n",
      "check and fixed filename gTBGELL.jpg -> gTBGELL.jpeg\n",
      "save imag - download_img/gTBGELL.jpeg\n",
      "check and fixed filename mDkgG5m.jpg -> mDkgG5m.jpeg\n",
      "save imag - download_img/mDkgG5m.jpeg\n",
      "check and fixed filename 6zItH1z.jpg -> 6zItH1z.jpeg\n",
      "save imag - download_img/6zItH1z.jpeg\n",
      "check and fixed filename Ikp4oXG.jpg -> Ikp4oXG.jpeg\n",
      "save imag - download_img/Ikp4oXG.jpeg\n",
      "check and fixed filename ge0XrdB.jpg -> ge0XrdB.jpeg\n",
      "save imag - download_img/ge0XrdB.jpeg\n",
      "check and fixed filename qrIsZKP.jpg -> qrIsZKP.jpeg\n",
      "save imag - download_img/qrIsZKP.jpeg\n",
      "check and fixed filename 4k9bFUi.jpg -> 4k9bFUi.jpeg\n",
      "save imag - download_img/4k9bFUi.jpeg\n"
     ]
    }
   ],
   "source": [
    "for tag in img_link:\n",
    "    check_and_download_img(tag['href'])"
   ]
  }
 ],
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