image_downloader.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting bing-image-downloader\n",
      "  Downloading bing_image_downloader-1.1.2-py3-none-any.whl.metadata (2.8 kB)\n",
      "Downloading bing_image_downloader-1.1.2-py3-none-any.whl (5.9 kB)\n",
      "Installing collected packages: bing-image-downloader\n",
      "Successfully installed bing-image-downloader-1.1.2\n"
     ]
    }
   ],
   "source": [
    "!pip install bing-image-downloader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "!mkdir images"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bing_image_downloader import downloader\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.read_csv('data.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[%] Downloading Images to /Users/rishabhthaney/Documents/McGill/545/Project/Investigating-the-Arithmetic-of-Visual-Embeddings/images/feet unit\n",
      "\n",
      "\n",
      "[!!]Indexing page: 1\n",
      "\n",
      "[%] Indexed 30 Images on Page 1.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #1 from http://1.bp.blogspot.com/_U_KzC7i272c/TQW04tMPkGI/AAAAAAAAAjo/ZYrqcOw6rzI/s1600/171.JPG\n",
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      "[%] Downloading Image #2 from https://4.bp.blogspot.com/_U_KzC7i272c/TQd7z-8jFpI/AAAAAAAAAmA/BVdnAVvHfvw/s1600/202.JPG\n",
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      "[%] Downloading Image #4 from http://3.bp.blogspot.com/_U_KzC7i272c/TQW3GMfnOLI/AAAAAAAAAj4/0eJprctjZD4/s1600/173.JPG\n",
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      "[!] Issue getting: https://upload.wikimedia.org/wikipedia/commons/thumb/c/cd/Fußmaße1.jpg/250px-Fußmaße1.jpg\n",
      "[!] Error:: 'ascii' codec can't encode character '\\xdf' in position 36: ordinal not in range(128)\n",
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      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 2\n",
      "\n",
      "[%] Indexed 35 Images on Page 2.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #30 from https://cdn2.hubspot.net/hubfs/2535397/feet pad placement.png\n",
      "[!] Issue getting: https://cdn2.hubspot.net/hubfs/2535397/feet pad placement.png\n",
      "[!] Error:: URL can't contain control characters. '/hubfs/2535397/feet pad placement.png' (found at least ' ')\n",
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      "\n",
      "\n",
      "\n",
      "[%] Done. Downloaded 30 images.\n",
      "[%] Downloading Images to /Users/rishabhthaney/Documents/McGill/545/Project/Investigating-the-Arithmetic-of-Visual-Embeddings/images/feet unit\n",
      "\n",
      "\n",
      "[!!]Indexing page: 1\n",
      "\n",
      "[%] Indexed 30 Images on Page 1.\n",
      "\n",
      "===============================================\n",
      "\n",
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      "[!] Issue getting: https://upload.wikimedia.org/wikipedia/commons/thumb/c/cd/Fußmaße1.jpg/250px-Fußmaße1.jpg\n",
      "[!] Error:: 'ascii' codec can't encode character '\\xdf' in position 36: ordinal not in range(128)\n",
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      "[!!]Indexing page: 2\n",
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      "[%] Indexed 35 Images on Page 2.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #30 from https://cdn2.hubspot.net/hubfs/2535397/feet pad placement.png\n",
      "[!] Issue getting: https://cdn2.hubspot.net/hubfs/2535397/feet pad placement.png\n",
      "[!] Error:: URL can't contain control characters. '/hubfs/2535397/feet pad placement.png' (found at least ' ')\n",
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      "[%] Done. Downloaded 30 images.\n",
      "[%] Downloading Images to /Users/rishabhthaney/Documents/McGill/545/Project/Investigating-the-Arithmetic-of-Visual-Embeddings/images/feet unit\n",
      "\n",
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      "[!!]Indexing page: 1\n",
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      "[%] Indexed 30 Images on Page 1.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #1 from http://1.bp.blogspot.com/_U_KzC7i272c/TQW04tMPkGI/AAAAAAAAAjo/ZYrqcOw6rzI/s1600/171.JPG\n",
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      "[!!]Indexing page: 2\n",
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      "\n",
      "===============================================\n",
      "\n",
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      "[!] Issue getting: https://cdn2.hubspot.net/hubfs/2535397/feet pad placement.png\n",
      "[!] Error:: URL can't contain control characters. '/hubfs/2535397/feet pad placement.png' (found at least ' ')\n",
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      "[%] Done. Downloaded 30 images.\n",
      "[%] Downloading Images to /Users/rishabhthaney/Documents/McGill/545/Project/Investigating-the-Arithmetic-of-Visual-Embeddings/images/feet unit\n",
      "\n",
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      "[%] Downloading Image #12 from https://cdn.inchcalculator.com/wp-content/uploads/2019/01/feet-inches-calculator.png\n",
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      "\n",
      "[%] Downloading Image #13 from https://i.ytimg.com/vi/2GKiB88G--U/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #14 from http://image1.slideserve.com/2535210/slide1-n.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #15 from https://cdn.inchcalculator.com/a/img/unit-conversion/foot-to-centimeter-conversion-scale.png\n",
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      "\n",
      "[%] Downloading Image #16 from https://www.supportplus.com/graphics/products/zoom/FH4652_D.jpg\n",
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      "\n",
      "[%] Downloading Image #17 from https://i.ytimg.com/vi/1gkPFOf7a4Q/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #18 from https://assignmentpoint.com/wp-content/uploads/2017/11/Multiplying-Feet-and-Inches-1.jpg\n",
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      "\n",
      "[%] Downloading Image #19 from https://i.ytimg.com/vi/Cf7yBmXJa_U/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #20 from http://2.bp.blogspot.com/_U_KzC7i272c/TQWl7m8kicI/AAAAAAAAAhw/CK5pm8Vq1Eg/s1600/155.JPG\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #21 from https://i.ytimg.com/vi/aH2ViBlrgJ4/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #22 from https://i.ytimg.com/vi/0RPE5H1ZgIE/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #23 from https://i.ytimg.com/vi/126Pd147D8M/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #24 from https://i.pinimg.com/736x/88/89/02/8889023c4d89078815b15aaa2ab0f7af--facility-square-feet.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #25 from https://i5.walmartimages.com/asr/0dda9231-e25f-48d4-909a-748769ad18c6.183cb92b7f8f682b77fd4ed514863f1c.jpeg\n",
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      "\n",
      "[%] Downloading Image #26 from https://i.ytimg.com/vi/5yDOecFdt44/maxresdefault.jpg\n",
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      "\n",
      "[%] Downloading Image #27 from http://weiliys.com/static/upload/image/20200312/1583971253936685.jpg\n",
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      "\n",
      "[%] Downloading Image #28 from http://weiliys.com/static/upload/image/20200312/1583971253803281.jpg\n",
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      "\n",
      "[%] Downloading Image #29 from https://gharexpert.com/User_Images/124201394058_1.jpg\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[22], line 3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m df[\u001b[39m'\u001b[39m\u001b[39mpair2\u001b[39m\u001b[39m'\u001b[39m][:\u001b[39m50\u001b[39m]:\n\u001b[1;32m      2\u001b[0m     first_word \u001b[39m=\u001b[39m i\u001b[39m.\u001b[39msplit(\u001b[39m'\u001b[39m\u001b[39m:\u001b[39m\u001b[39m'\u001b[39m)[\u001b[39m0\u001b[39m]\n\u001b[0;32m----> 3\u001b[0m     downloader\u001b[39m.\u001b[39;49mdownload(\u001b[39m\"\u001b[39;49m\u001b[39mfeet unit\u001b[39;49m\u001b[39m\"\u001b[39;49m,limit\u001b[39m=\u001b[39;49m\u001b[39m30\u001b[39;49m,output_dir\u001b[39m=\u001b[39;49m\u001b[39m'\u001b[39;49m\u001b[39mimages\u001b[39;49m\u001b[39m'\u001b[39;49m)\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/site-packages/bing_image_downloader/downloader.py:38\u001b[0m, in \u001b[0;36mdownload\u001b[0;34m(query, limit, output_dir, adult_filter_off, force_replace, timeout, filter, verbose)\u001b[0m\n\u001b[1;32m     36\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39m[\u001b[39m\u001b[39m%\u001b[39m\u001b[39m] Downloading Images to \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(\u001b[39mstr\u001b[39m(image_dir\u001b[39m.\u001b[39mabsolute())))\n\u001b[1;32m     37\u001b[0m bing \u001b[39m=\u001b[39m Bing(query, limit, image_dir, adult, timeout, \u001b[39mfilter\u001b[39m, verbose)\n\u001b[0;32m---> 38\u001b[0m bing\u001b[39m.\u001b[39;49mrun()\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/site-packages/bing_image_downloader/bing.py:112\u001b[0m, in \u001b[0;36mBing.run\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m    110\u001b[0m         \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdownload_count \u001b[39m<\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mlimit \u001b[39mand\u001b[39;00m link \u001b[39mnot\u001b[39;00m \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mseen:\n\u001b[1;32m    111\u001b[0m             \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mseen\u001b[39m.\u001b[39madd(link)\n\u001b[0;32m--> 112\u001b[0m             \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mdownload_image(link)\n\u001b[1;32m    114\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mpage_counter \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n\u001b[1;32m    115\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\\n\u001b[39;00m\u001b[39m[\u001b[39m\u001b[39m%\u001b[39m\u001b[39m] Done. Downloaded \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m images.\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdownload_count))\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/site-packages/bing_image_downloader/bing.py:80\u001b[0m, in \u001b[0;36mBing.download_image\u001b[0;34m(self, link)\u001b[0m\n\u001b[1;32m     76\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mverbose:\n\u001b[1;32m     77\u001b[0m     \u001b[39m# Download the image\u001b[39;00m\n\u001b[1;32m     78\u001b[0m     \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39m[\u001b[39m\u001b[39m%\u001b[39m\u001b[39m] Downloading Image #\u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m from \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mformat(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mdownload_count, link))\n\u001b[0;32m---> 80\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49msave_image(link, \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49moutput_dir\u001b[39m.\u001b[39;49mjoinpath(\u001b[39m\"\u001b[39;49m\u001b[39mImage_\u001b[39;49m\u001b[39m{}\u001b[39;49;00m\u001b[39m.\u001b[39;49m\u001b[39m{}\u001b[39;49;00m\u001b[39m\"\u001b[39;49m\u001b[39m.\u001b[39;49mformat(\n\u001b[1;32m     81\u001b[0m     \u001b[39mstr\u001b[39;49m(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mdownload_count), file_type)))\n\u001b[1;32m     82\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mverbose:\n\u001b[1;32m     83\u001b[0m     \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39m[\u001b[39m\u001b[39m%\u001b[39m\u001b[39m] File Downloaded !\u001b[39m\u001b[39m\\n\u001b[39;00m\u001b[39m\"\u001b[39m)\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/site-packages/bing_image_downloader/bing.py:58\u001b[0m, in \u001b[0;36mBing.save_image\u001b[0;34m(self, link, file_path)\u001b[0m\n\u001b[1;32m     56\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39msave_image\u001b[39m(\u001b[39mself\u001b[39m, link, file_path):\n\u001b[1;32m     57\u001b[0m     request \u001b[39m=\u001b[39m urllib\u001b[39m.\u001b[39mrequest\u001b[39m.\u001b[39mRequest(link, \u001b[39mNone\u001b[39;00m, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mheaders)\n\u001b[0;32m---> 58\u001b[0m     image \u001b[39m=\u001b[39m urllib\u001b[39m.\u001b[39;49mrequest\u001b[39m.\u001b[39;49murlopen(request, timeout\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mtimeout)\u001b[39m.\u001b[39mread()\n\u001b[1;32m     59\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m imghdr\u001b[39m.\u001b[39mwhat(\u001b[39mNone\u001b[39;00m, image):\n\u001b[1;32m     60\u001b[0m         \u001b[39mprint\u001b[39m(\u001b[39m'\u001b[39m\u001b[39m[Error]Invalid image, not saving \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m\\n\u001b[39;00m\u001b[39m'\u001b[39m\u001b[39m.\u001b[39mformat(link))\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/urllib/request.py:216\u001b[0m, in \u001b[0;36murlopen\u001b[0;34m(url, data, timeout, cafile, capath, cadefault, context)\u001b[0m\n\u001b[1;32m    214\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m    215\u001b[0m     opener \u001b[39m=\u001b[39m _opener\n\u001b[0;32m--> 216\u001b[0m \u001b[39mreturn\u001b[39;00m opener\u001b[39m.\u001b[39;49mopen(url, data, timeout)\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/urllib/request.py:519\u001b[0m, in \u001b[0;36mOpenerDirector.open\u001b[0;34m(self, fullurl, data, timeout)\u001b[0m\n\u001b[1;32m    516\u001b[0m     req \u001b[39m=\u001b[39m meth(req)\n\u001b[1;32m    518\u001b[0m sys\u001b[39m.\u001b[39maudit(\u001b[39m'\u001b[39m\u001b[39murllib.Request\u001b[39m\u001b[39m'\u001b[39m, req\u001b[39m.\u001b[39mfull_url, req\u001b[39m.\u001b[39mdata, req\u001b[39m.\u001b[39mheaders, req\u001b[39m.\u001b[39mget_method())\n\u001b[0;32m--> 519\u001b[0m response \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_open(req, data)\n\u001b[1;32m    521\u001b[0m \u001b[39m# post-process response\u001b[39;00m\n\u001b[1;32m    522\u001b[0m meth_name \u001b[39m=\u001b[39m protocol\u001b[39m+\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m_response\u001b[39m\u001b[39m\"\u001b[39m\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/urllib/request.py:536\u001b[0m, in \u001b[0;36mOpenerDirector._open\u001b[0;34m(self, req, data)\u001b[0m\n\u001b[1;32m    533\u001b[0m     \u001b[39mreturn\u001b[39;00m result\n\u001b[1;32m    535\u001b[0m protocol \u001b[39m=\u001b[39m req\u001b[39m.\u001b[39mtype\n\u001b[0;32m--> 536\u001b[0m result \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_call_chain(\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mhandle_open, protocol, protocol \u001b[39m+\u001b[39;49m\n\u001b[1;32m    537\u001b[0m                           \u001b[39m'\u001b[39;49m\u001b[39m_open\u001b[39;49m\u001b[39m'\u001b[39;49m, req)\n\u001b[1;32m    538\u001b[0m \u001b[39mif\u001b[39;00m result:\n\u001b[1;32m    539\u001b[0m     \u001b[39mreturn\u001b[39;00m result\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/urllib/request.py:496\u001b[0m, in \u001b[0;36mOpenerDirector._call_chain\u001b[0;34m(self, chain, kind, meth_name, *args)\u001b[0m\n\u001b[1;32m    494\u001b[0m \u001b[39mfor\u001b[39;00m handler \u001b[39min\u001b[39;00m handlers:\n\u001b[1;32m    495\u001b[0m     func \u001b[39m=\u001b[39m \u001b[39mgetattr\u001b[39m(handler, meth_name)\n\u001b[0;32m--> 496\u001b[0m     result \u001b[39m=\u001b[39m func(\u001b[39m*\u001b[39;49margs)\n\u001b[1;32m    497\u001b[0m     \u001b[39mif\u001b[39;00m result \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[1;32m    498\u001b[0m         \u001b[39mreturn\u001b[39;00m result\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/urllib/request.py:1391\u001b[0m, in \u001b[0;36mHTTPSHandler.https_open\u001b[0;34m(self, req)\u001b[0m\n\u001b[1;32m   1390\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mhttps_open\u001b[39m(\u001b[39mself\u001b[39m, req):\n\u001b[0;32m-> 1391\u001b[0m     \u001b[39mreturn\u001b[39;00m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mdo_open(http\u001b[39m.\u001b[39;49mclient\u001b[39m.\u001b[39;49mHTTPSConnection, req,\n\u001b[1;32m   1392\u001b[0m         context\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_context, check_hostname\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_check_hostname)\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/urllib/request.py:1317\u001b[0m, in \u001b[0;36mAbstractHTTPHandler.do_open\u001b[0;34m(self, http_class, req, **http_conn_args)\u001b[0m\n\u001b[1;32m   1314\u001b[0m     \u001b[39mraise\u001b[39;00m URLError(\u001b[39m'\u001b[39m\u001b[39mno host given\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m   1316\u001b[0m \u001b[39m# will parse host:port\u001b[39;00m\n\u001b[0;32m-> 1317\u001b[0m h \u001b[39m=\u001b[39m http_class(host, timeout\u001b[39m=\u001b[39;49mreq\u001b[39m.\u001b[39;49mtimeout, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mhttp_conn_args)\n\u001b[1;32m   1318\u001b[0m h\u001b[39m.\u001b[39mset_debuglevel(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_debuglevel)\n\u001b[1;32m   1320\u001b[0m headers \u001b[39m=\u001b[39m \u001b[39mdict\u001b[39m(req\u001b[39m.\u001b[39munredirected_hdrs)\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/http/client.py:1425\u001b[0m, in \u001b[0;36mHTTPSConnection.__init__\u001b[0;34m(self, host, port, key_file, cert_file, timeout, source_address, context, check_hostname, blocksize)\u001b[0m\n\u001b[1;32m   1423\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mcert_file \u001b[39m=\u001b[39m cert_file\n\u001b[1;32m   1424\u001b[0m \u001b[39mif\u001b[39;00m context \u001b[39mis\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n\u001b[0;32m-> 1425\u001b[0m     context \u001b[39m=\u001b[39m ssl\u001b[39m.\u001b[39;49m_create_default_https_context()\n\u001b[1;32m   1426\u001b[0m     \u001b[39m# send ALPN extension to indicate HTTP/1.1 protocol\u001b[39;00m\n\u001b[1;32m   1427\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_http_vsn \u001b[39m==\u001b[39m \u001b[39m11\u001b[39m:\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/ssl.py:775\u001b[0m, in \u001b[0;36mcreate_default_context\u001b[0;34m(purpose, cafile, capath, cadata)\u001b[0m\n\u001b[1;32m    770\u001b[0m     context\u001b[39m.\u001b[39mload_verify_locations(cafile, capath, cadata)\n\u001b[1;32m    771\u001b[0m \u001b[39melif\u001b[39;00m context\u001b[39m.\u001b[39mverify_mode \u001b[39m!=\u001b[39m CERT_NONE:\n\u001b[1;32m    772\u001b[0m     \u001b[39m# no explicit cafile, capath or cadata but the verify mode is\u001b[39;00m\n\u001b[1;32m    773\u001b[0m     \u001b[39m# CERT_OPTIONAL or CERT_REQUIRED. Let's try to load default system\u001b[39;00m\n\u001b[1;32m    774\u001b[0m     \u001b[39m# root CA certificates for the given purpose. This may fail silently.\u001b[39;00m\n\u001b[0;32m--> 775\u001b[0m     context\u001b[39m.\u001b[39;49mload_default_certs(purpose)\n\u001b[1;32m    776\u001b[0m \u001b[39m# OpenSSL 1.1.1 keylog file\u001b[39;00m\n\u001b[1;32m    777\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mhasattr\u001b[39m(context, \u001b[39m'\u001b[39m\u001b[39mkeylog_filename\u001b[39m\u001b[39m'\u001b[39m):\n",
      "File \u001b[0;32m~/.pyenv/versions/3.11.6/lib/python3.11/ssl.py:597\u001b[0m, in \u001b[0;36mSSLContext.load_default_certs\u001b[0;34m(self, purpose)\u001b[0m\n\u001b[1;32m    595\u001b[0m     \u001b[39mfor\u001b[39;00m storename \u001b[39min\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_windows_cert_stores:\n\u001b[1;32m    596\u001b[0m         \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_load_windows_store_certs(storename, purpose)\n\u001b[0;32m--> 597\u001b[0m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mset_default_verify_paths()\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "for i in df['pair2'][:50]:\n",
    "    first_word = i.split(':')[0]\n",
    "    downloader.download(\"feet unit\",limit=30,output_dir='images')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[%] Downloading Images to /Users/rishabhthaney/Documents/McGill/545/Project/Investigating-the-Arithmetic-of-Visual-Embeddings/images/crown\n",
      "\n",
      "\n",
      "[!!]Indexing page: 1\n",
      "\n",
      "[%] Indexed 15 Images on Page 1.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #1 from http://upload.wikimedia.org/wikipedia/commons/7/7f/Royal_crown_of_Sweden.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #2 from https://live.staticflickr.com/5022/5809944700_3d715abe88_b.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #3 from http://upload.wikimedia.org/wikipedia/commons/f/fc/Crown_jewels_Poland_10.JPG\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #4 from http://theenchantedmanor.com/wp-content/uploads/2013/09/Imperial-Crown-of-India.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #5 from http://cliparts.co/cliparts/pi5/rkb/pi5rkbM5T.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #6 from https://i.etsystatic.com/19451043/r/il/2deef3/1770422760/il_1140xN.1770422760_ejx3.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #7 from http://theenchantedmanor.com/wp-content/uploads/2013/08/Imperial-State-Crown.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #8 from https://purepng.com/public/uploads/large/purepng.com-gold-crowncrownsymbolicheadgearmonarch-1701528783485bxxez.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #9 from https://webstockreview.net/images/clipart-crown-golden-crown-2.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #10 from https://webstockreview.net/images/clipart-crown-halloween-15.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #11 from https://ml1qucwmwcem.i.optimole.com/rdjdVkNH_pk/w:640/h:353/q:auto/https://www.dreammeaning.xyz/wp-content/uploads/2019/03/crown_1552914925.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #12 from https://cmkt-image-prd.global.ssl.fastly.net/0.1.0/ps/1773924/5000/5000/m1/fpnw/wm0/crown2-.jpg?1476799860&amp;s=db8643bb6bc5d1b104946861c5bb7c52\n",
      "[!] Issue getting: https://cmkt-image-prd.global.ssl.fastly.net/0.1.0/ps/1773924/5000/5000/m1/fpnw/wm0/crown2-.jpg?1476799860&amp;s=db8643bb6bc5d1b104946861c5bb7c52\n",
      "[!] Error:: HTTP Error 404: Not Found\n",
      "[%] Downloading Image #12 from http://clipart-library.com/images_k/crown-clipart-transparent/crown-clipart-transparent-8.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #13 from http://upload.wikimedia.org/wikipedia/commons/c/c0/Denmark_crown.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #14 from https://4.bp.blogspot.com/-dy1aJ-6jW_M/WO9_BzDhDfI/AAAAAAAAQ1w/5oJtIkkfAzwfa3m0cJxj6icuKZr8BXw0wCLcB/w1200-h630-p-k-no-nu/crowns%2B-%2B2.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 2\n",
      "\n",
      "[%] Indexed 35 Images on Page 2.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #15 from http://2.bp.blogspot.com/-ehJWUs2Ly3s/UHHf1E8FXZI/AAAAAAAAA9k/zUAfc8axnZ0/s1600/King's+Crown.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "\n",
      "\n",
      "[%] Done. Downloaded 15 images.\n"
     ]
    }
   ],
   "source": [
    "downloader.download(\"crown\",limit=15,output_dir='images')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[%] Downloading Images to /Users/rishabhthaney/Documents/McGill/545/Project/Investigating-the-Arithmetic-of-Visual-Embeddings/images/penetrated chemistry\n",
      "\n",
      "\n",
      "[!!]Indexing page: 1\n",
      "\n",
      "[%] Indexed 30 Images on Page 1.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #1 from https://pubs.rsc.org/en/Image/Get?imageInfo.ImageType=GA&amp;imageInfo.ImageIdentifier.ManuscriptID=C7SC04192F&amp;imageInfo.ImageIdentifier.Year=2018\n",
      "[!] Issue getting: https://pubs.rsc.org/en/Image/Get?imageInfo.ImageType=GA&amp;imageInfo.ImageIdentifier.ManuscriptID=C7SC04192F&amp;imageInfo.ImageIdentifier.Year=2018\n",
      "[!] Error:: HTTP Error 404: Not Found\n",
      "[%] Downloading Image #1 from https://xpic.x-mol.com/20211007/10.1039_D1TA06514A.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #2 from https://xpic.x-mol.com/20230908/10.1021_acs.analchem.3c01505.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #3 from https://pubs.rsc.org/en/Image/Get?imageInfo.ImageType=GA&amp;imageInfo.ImageIdentifier.ManuscriptID=D2QI00928E&amp;imageInfo.ImageIdentifier.Year=2022\n",
      "[!] Issue getting: https://pubs.rsc.org/en/Image/Get?imageInfo.ImageType=GA&amp;imageInfo.ImageIdentifier.ManuscriptID=D2QI00928E&amp;imageInfo.ImageIdentifier.Year=2022\n",
      "[!] Error:: HTTP Error 404: Not Found\n",
      "[%] Downloading Image #3 from https://chemistry-europe.onlinelibrary.wiley.com/cms/asset/69d86348-5217-4dea-b907-ecc5dd1ac31d/mcontent.gif\n",
      "[!] Issue getting: https://chemistry-europe.onlinelibrary.wiley.com/cms/asset/69d86348-5217-4dea-b907-ecc5dd1ac31d/mcontent.gif\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #3 from https://i.ytimg.com/vi/VWza-PlQTaU/maxresdefault.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #4 from http://cf.ppt-online.org/files/slide/m/mEBN2RSyt8uVjaPMQDJ1n3hxgcbo0YZC4l6WIv/slide-76.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #5 from https://i.ytimg.com/vi/bgiwTRsaAGo/maxresdefault.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #6 from https://pubs.rsc.org/en/Content/Image/GA/C6TA01166G\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #7 from https://www.researchgate.net/profile/Nayarassery-Adarsh/publication/318447991/figure/fig5/AS:631289786925056@1527522622444/A-Schematic-illustration-of-the-fabrication-of-self-supported-Co-3-O-4_Q320.jpg\n",
      "[!] Issue getting: https://www.researchgate.net/profile/Nayarassery-Adarsh/publication/318447991/figure/fig5/AS:631289786925056@1527522622444/A-Schematic-illustration-of-the-fabrication-of-self-supported-Co-3-O-4_Q320.jpg\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #7 from https://i.pinimg.com/originals/8c/51/66/8c51663d575b07881cf3dfad587b64f9.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #8 from https://s3mn.mnimgs.com/img/shared/content_ck_images/ck_5cdda1ea304e0.jpeg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #9 from https://4.bp.blogspot.com/-CRpX_sJqVqY/XENCcKpS-tI/AAAAAAAAA0E/r43kAEHSuRwgkA3pR-OEgrHbTTmTwk1UQCLcBGAs/s1600/IE%2B-%2BCopy.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #10 from https://www.researchgate.net/profile/Hooshang_Nikjoo/publication/43351878/figure/download/fig1/AS:339826411884544@1458032338349/Electron-penetration-in-water-The-term-penetration-is-defined-as-the-length-of-the.png\n",
      "[!] Issue getting: https://www.researchgate.net/profile/Hooshang_Nikjoo/publication/43351878/figure/download/fig1/AS:339826411884544@1458032338349/Electron-penetration-in-water-The-term-penetration-is-defined-as-the-length-of-the.png\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #10 from https://www.researchgate.net/profile/Asmaa-Hedaya/publication/280310913/figure/fig4/AS:669389791694848@1536606371007/5-Chemical-structure-of-typical-chemical-penetration-enhancers-Daniels-2004-a.jpg\n",
      "[!] Issue getting: https://www.researchgate.net/profile/Asmaa-Hedaya/publication/280310913/figure/fig4/AS:669389791694848@1536606371007/5-Chemical-structure-of-typical-chemical-penetration-enhancers-Daniels-2004-a.jpg\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #10 from https://www.researchgate.net/publication/329425695/figure/fig14/AS:731591043215383@1551436305549/Ultrastructure-and-chemistry-of-the-liver-of-MH432-a-Polygonal-surface-structure-of-the.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #11 from https://i.ytimg.com/vi/VT1j55r8_hg/maxresdefault.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #12 from https://1.bp.blogspot.com/-i8hyB_6FDZI/XENB0EGLTOI/AAAAAAAAAz4/3B3AknrwTHI-jwektLDXZghdaIZJ36sWgCLcBGAs/s1600/IE%2B-%2BCopy%2B%25282%2529.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #13 from https://cdn.numerade.com/previews/72027c48-7627-4886-8046-74f4bda9e429_large.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #14 from https://www.researchgate.net/profile/Harsharan-Kaur/publication/350550086/figure/fig4/AS:1011177337393158@1618094872912/a-Evanescent-field-penetrated-the-water-medium-and-b-variation-in-the-penetration-depth_Q640.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #15 from https://image.slidesharecdn.com/adhesivesinorthodontics-160428091715/85/adhesives-in-orthodontics-57-320.jpg?cb=1666875310\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #16 from https://philschatz.com/chemistry-book/resources/CNX_Chem_21_06_Penetrate.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #17 from https://imgv2-2-f.scribdassets.com/img/document/344682864/original/3bbaa9fcb6/1605192862?v=1\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #18 from http://cf.ppt-online.org/files/slide/m/mEBN2RSyt8uVjaPMQDJ1n3hxgcbo0YZC4l6WIv/slide-75.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #19 from https://i.ytimg.com/vi/tIwMUf-DMxU/maxresdefault.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #20 from https://www.researchgate.net/profile/M-Oezyurt/publication/341294093/figure/fig8/AS:928126125240324@1598293920462/Penetration-properties-of-control-molecules-that-applied-inside-the-model-A-For-the.png\n",
      "[!] Issue getting: https://www.researchgate.net/profile/M-Oezyurt/publication/341294093/figure/fig8/AS:928126125240324@1598293920462/Penetration-properties-of-control-molecules-that-applied-inside-the-model-A-For-the.png\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #20 from https://www.researchgate.net/publication/346038201/figure/fig13/AS:1083916475740218@1635437234674/Penetration-process-profile-a-Prepenetration-b-Penetration-of-25mm.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #21 from https://www.researchgate.net/profile/Xiao-Gong-7/publication/312558034/figure/fig7/AS:546132113985537@1507219450380/Schematic-of-the-penetration-mechanism-of-water-and-hexadecane-on-Zdol-Si-not-shown-to.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #22 from https://omicsonline.org/articles-images/medicinal-chemistry-Penetration-CA-7-031-g001.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #23 from https://www.researchgate.net/publication/270955448/figure/fig1/AS:406596518727680@1473951572117/Penetration-depth-as-a-function-of-amine-concentration-fresh-solutions.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 2\n",
      "\n",
      "[%] Indexed 35 Images on Page 2.\n",
      "\n",
      "===============================================\n",
      "\n",
      "[%] Downloading Image #24 from https://www.researchgate.net/profile/Frank-Vollmer/publication/273670476/figure/fig3/AS:271720934277132@1441794727837/Schematic-of-penetrant-dynamics-upon-introduction-of-a-glassy-polymer-microsphere-into-a.png\n",
      "[!] Issue getting: https://www.researchgate.net/profile/Frank-Vollmer/publication/273670476/figure/fig3/AS:271720934277132@1441794727837/Schematic-of-penetrant-dynamics-upon-introduction-of-a-glassy-polymer-microsphere-into-a.png\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #24 from http://image2.slideserve.com/3989879/slide10-n.jpg\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #25 from https://www.researchgate.net/publication/346038201/figure/fig14/AS:1083916475740232@1635437234752/Penetration-process-profile-a-Prepenetration-b-Penetration-of-25mm.jpg\n",
      "[!] Issue getting: https://www.researchgate.net/publication/346038201/figure/fig14/AS:1083916475740232@1635437234752/Penetration-process-profile-a-Prepenetration-b-Penetration-of-25mm.jpg\n",
      "[!] Error:: HTTP Error 403: Forbidden\n",
      "[%] Downloading Image #25 from https://s2.studylib.net/store/data/010762560_1-1eb59afdfb08d1412cff027773d1ecf8-768x994.png\n",
      "[%] File Downloaded !\n",
      "\n",
      "[%] Downloading Image #26 from https://pubs.rsc.org/image/article/2020/py/d0py00387e/d0py00387e-f5_hi-res.gif\n",
      "[%] File Downloaded !\n",
      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 3\n",
      "\n",
      "[%] Indexed 30 Images on Page 3.\n",
      "\n",
      "===============================================\n",
      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 4\n",
      "\n",
      "[%] Indexed 30 Images on Page 4.\n",
      "\n",
      "===============================================\n",
      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 5\n",
      "\n",
      "[%] Indexed 30 Images on Page 5.\n",
      "\n",
      "===============================================\n",
      "\n",
      "\n",
      "\n",
      "[!!]Indexing page: 6\n",
      "\n",
      "[%] No more images are available\n",
      "\n",
      "\n",
      "[%] Done. Downloaded 26 images.\n"
     ]
    }
   ],
   "source": [
    "downloader.download(\"penetrated chemistry\",limit=30,output_dir='images',adult_filter_off=False)"
   ]
  }
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