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{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5f3bbfca",
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import requests\n",
    "import time\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b82b8cda",
   "metadata": {},
   "outputs": [],
   "source": [
    "! mkdir esci_imgs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e80143a7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " 1480714 collection-imgs.json\r\n"
     ]
    }
   ],
   "source": [
    "! wc -l collection-imgs.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a7d602a2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\"doc_id\": 0, \"image_url\": \"https://m.media-amazon.com/images/I/815fXDqFFQL.__AC_SX300_SY300_QL70_ML2_.jpg\"}\r\n",
      "{\"doc_id\": 1, \"image_url\": \"https://m.media-amazon.com/images/I/81bdoltQWVL.__AC_SY300_SX300_QL70_FMwebp_.jpg\"}\r\n",
      "{\"doc_id\": 2, \"image_url\": \"https://m.media-amazon.com/images/W/WEBP_402378-T2/images/I/71DqTKVRneL.__AC_SY445_SX342_QL70_FMwebp_.jpg\"}\r\n",
      "{\"doc_id\": 3, \"image_url\": \"https://m.media-amazon.com/images/I/819OiK-OD6L.__AC_SY445_SX342_QL70_ML2_.jpg\"}\r\n",
      "{\"doc_id\": 4, \"image_url\": \"https://m.media-amazon.com/images/I/61NemNt5X6L.__AC_SX300_SY300_QL70_ML2_.jpg\"}\r\n",
      "{\"doc_id\": 6, \"image_url\": \"https://m.media-amazon.com/images/I/41On0AlK82L.__AC_SX300_SY300_QL70_FMwebp_.jpg\"}\r\n",
      "{\"doc_id\": 7, \"image_url\": \"\"}\r\n",
      "{\"doc_id\": 9, \"image_url\": \"\"}\r\n",
      "{\"doc_id\": 10, \"image_url\": \"https://m.media-amazon.com/images/W/WEBP_402378-T1/images/I/813GQqEX9UL.__AC_SX300_SY300_QL70_FMwebp_.jpg\"}\r\n",
      "{\"doc_id\": 11, \"image_url\": \"https://m.media-amazon.com/images/W/WEBP_402378-T1/images/I/71qbCHQo2vL.__AC_SY445_SX342_QL70_FMwebp_.jpg\"}\r\n"
     ]
    }
   ],
   "source": [
    "! head collection-imgs.json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "146b3a26",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1480714\n"
     ]
    }
   ],
   "source": [
    "id2imgurl = {}\n",
    "with open('collection-imgs.json','r') as f:\n",
    "    for l in f:\n",
    "        j = json.loads(l)\n",
    "        id2imgurl[j['doc_id']] = j['image_url']\n",
    "print(len(id2imgurl))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "693fb9ce",
   "metadata": {},
   "outputs": [],
   "source": [
    "target_url = id2imgurl[2]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "093e563c",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_data = requests.get(target_url).content\n",
    "with open('esci_imgs/' + str(2) + '.jpg', 'wb') as handler:\n",
    "    handler.write(img_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "11aa2665",
   "metadata": {},
   "outputs": [],
   "source": [
    "! ls esci_imgs | wc -l"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fac1d815",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Succefully downloaded 0 Images\n",
      "UnSuccefully downloaded 0 Images\n",
      "Succefully downloaded 888 Images\n",
      "UnSuccefully downloaded 112 Images\n",
      "Succefully downloaded 1772 Images\n",
      "UnSuccefully downloaded 228 Images\n",
      "Succefully downloaded 2648 Images\n",
      "UnSuccefully downloaded 352 Images\n",
      "Succefully downloaded 3543 Images\n",
      "UnSuccefully downloaded 457 Images\n",
      "Succefully downloaded 4430 Images\n",
      "UnSuccefully downloaded 570 Images\n",
      "Succefully downloaded 5299 Images\n",
      "UnSuccefully downloaded 701 Images\n",
      "Succefully downloaded 6177 Images\n",
      "UnSuccefully downloaded 823 Images\n",
      "Succefully downloaded 7066 Images\n",
      "UnSuccefully downloaded 934 Images\n",
      "Succefully downloaded 7950 Images\n",
      "UnSuccefully downloaded 1050 Images\n",
      "Succefully downloaded 8825 Images\n",
      "UnSuccefully downloaded 1175 Images\n",
      "Succefully downloaded 9724 Images\n",
      "UnSuccefully downloaded 1276 Images\n",
      "Succefully downloaded 10607 Images\n",
      "UnSuccefully downloaded 1393 Images\n",
      "Succefully downloaded 11495 Images\n",
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      "Succefully downloaded 12393 Images\n",
      "UnSuccefully downloaded 1607 Images\n",
      "Succefully downloaded 13279 Images\n",
      "UnSuccefully downloaded 1721 Images\n",
      "Succefully downloaded 14181 Images\n",
      "UnSuccefully downloaded 1819 Images\n",
      "Succefully downloaded 15046 Images\n",
      "UnSuccefully downloaded 1954 Images\n",
      "Succefully downloaded 15917 Images\n",
      "UnSuccefully downloaded 2083 Images\n",
      "Succefully downloaded 16796 Images\n",
      "UnSuccefully downloaded 2204 Images\n",
      "Succefully downloaded 17663 Images\n",
      "UnSuccefully downloaded 2337 Images\n",
      "Succefully downloaded 18546 Images\n",
      "UnSuccefully downloaded 2454 Images\n",
      "Succefully downloaded 19442 Images\n",
      "UnSuccefully downloaded 2558 Images\n",
      "Succefully downloaded 20312 Images\n",
      "UnSuccefully downloaded 2688 Images\n",
      "Succefully downloaded 21198 Images\n",
      "UnSuccefully downloaded 2802 Images\n",
      "Succefully downloaded 22083 Images\n",
      "UnSuccefully downloaded 2917 Images\n",
      "Succefully downloaded 22973 Images\n",
      "UnSuccefully downloaded 3027 Images\n",
      "Succefully downloaded 23860 Images\n",
      "UnSuccefully downloaded 3140 Images\n",
      "Succefully downloaded 24744 Images\n",
      "UnSuccefully downloaded 3256 Images\n",
      "Succefully downloaded 25635 Images\n",
      "UnSuccefully downloaded 3365 Images\n",
      "Succefully downloaded 26524 Images\n",
      "UnSuccefully downloaded 3476 Images\n",
      "Succefully downloaded 27404 Images\n",
      "UnSuccefully downloaded 3596 Images\n",
      "Succefully downloaded 28282 Images\n",
      "UnSuccefully downloaded 3718 Images\n",
      "Succefully downloaded 29156 Images\n",
      "UnSuccefully downloaded 3844 Images\n",
      "Succefully downloaded 30046 Images\n",
      "UnSuccefully downloaded 3954 Images\n",
      "Succefully downloaded 30943 Images\n",
      "UnSuccefully downloaded 4057 Images\n",
      "Succefully downloaded 31806 Images\n",
      "UnSuccefully downloaded 4194 Images\n",
      "Succefully downloaded 32686 Images\n",
      "UnSuccefully downloaded 4314 Images\n",
      "Succefully downloaded 33576 Images\n",
      "UnSuccefully downloaded 4424 Images\n",
      "Succefully downloaded 34469 Images\n",
      "UnSuccefully downloaded 4531 Images\n",
      "Succefully downloaded 35349 Images\n",
      "UnSuccefully downloaded 4651 Images\n",
      "Succefully downloaded 36232 Images\n",
      "UnSuccefully downloaded 4768 Images\n",
      "Succefully downloaded 37113 Images\n",
      "UnSuccefully downloaded 4887 Images\n",
      "Succefully downloaded 37993 Images\n",
      "UnSuccefully downloaded 5007 Images\n",
      "Succefully downloaded 38866 Images\n",
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      "Succefully downloaded 39752 Images\n",
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      "Succefully downloaded 40646 Images\n",
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      "Succefully downloaded 48579 Images\n",
      "UnSuccefully downloaded 6421 Images\n",
      "Succefully downloaded 49449 Images\n",
      "UnSuccefully downloaded 6551 Images\n",
      "Succefully downloaded 50330 Images\n",
      "UnSuccefully downloaded 6670 Images\n",
      "Succefully downloaded 51235 Images\n",
      "UnSuccefully downloaded 6765 Images\n",
      "Succefully downloaded 52113 Images\n",
      "UnSuccefully downloaded 6887 Images\n",
      "Succefully downloaded 52999 Images\n",
      "UnSuccefully downloaded 7001 Images\n",
      "Succefully downloaded 53877 Images\n",
      "UnSuccefully downloaded 7123 Images\n",
      "Succefully downloaded 54776 Images\n",
      "UnSuccefully downloaded 7224 Images\n",
      "Succefully downloaded 55646 Images\n",
      "UnSuccefully downloaded 7354 Images\n",
      "Succefully downloaded 56530 Images\n",
      "UnSuccefully downloaded 7470 Images\n",
      "Succefully downloaded 57423 Images\n",
      "UnSuccefully downloaded 7577 Images\n",
      "Succefully downloaded 58300 Images\n",
      "UnSuccefully downloaded 7700 Images\n",
      "Succefully downloaded 59205 Images\n",
      "UnSuccefully downloaded 7795 Images\n",
      "Succefully downloaded 60084 Images\n",
      "UnSuccefully downloaded 7916 Images\n",
      "Succefully downloaded 60990 Images\n",
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      "Succefully downloaded 61888 Images\n",
      "UnSuccefully downloaded 8112 Images\n",
      "Succefully downloaded 62786 Images\n",
      "UnSuccefully downloaded 8214 Images\n",
      "Succefully downloaded 63662 Images\n",
      "UnSuccefully downloaded 8338 Images\n",
      "Succefully downloaded 64559 Images\n",
      "UnSuccefully downloaded 8441 Images\n",
      "Succefully downloaded 65441 Images\n",
      "UnSuccefully downloaded 8559 Images\n",
      "Succefully downloaded 66332 Images\n",
      "UnSuccefully downloaded 8668 Images\n",
      "Succefully downloaded 67216 Images\n",
      "UnSuccefully downloaded 8784 Images\n",
      "Succefully downloaded 68077 Images\n",
      "UnSuccefully downloaded 8923 Images\n",
      "Succefully downloaded 68968 Images\n",
      "UnSuccefully downloaded 9032 Images\n",
      "Succefully downloaded 69852 Images\n",
      "UnSuccefully downloaded 9148 Images\n",
      "Succefully downloaded 70744 Images\n",
      "UnSuccefully downloaded 9256 Images\n",
      "Succefully downloaded 71625 Images\n",
      "UnSuccefully downloaded 9375 Images\n",
      "Succefully downloaded 72518 Images\n",
      "UnSuccefully downloaded 9482 Images\n",
      "Succefully downloaded 73403 Images\n",
      "UnSuccefully downloaded 9597 Images\n"
     ]
    }
   ],
   "source": [
    "missed_list = []\n",
    "hit_list = []\n",
    "count = 0\n",
    "for i in id2imgurl:\n",
    "    if count % 100 == 0:\n",
    "        time.sleep(1)\n",
    "    if count % 1000 == 0:\n",
    "        print(\"Succefully downloaded {} Images\".format(len(hit_list)))\n",
    "        print(\"UnSuccefully downloaded {} Images\".format(len(missed_list)))\n",
    "    target_url = id2imgurl[i]\n",
    "    count += 1\n",
    "    try:\n",
    "        img_data = requests.get(target_url).content\n",
    "        with open('esci_imgs/' + str(i) + '.jpg', 'wb') as handler:\n",
    "            handler.write(img_data)\n",
    "        hit_list.append(i)\n",
    "    except:\n",
    "        missed_list.append(i)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "51271307",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
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 "nbformat": 4,
 "nbformat_minor": 5
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