notebooks

notebooks/Download images.ipynb

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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",
+      "UnSuccefully downloaded 1505 Images\n",
+      "Succefully downloaded 12393 Images\n",
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+      "Succefully downloaded 27404 Images\n",
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+      "UnSuccefully downloaded 6887 Images\n",
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+      "UnSuccefully downloaded 7224 Images\n",
+      "Succefully downloaded 55646 Images\n",
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+      "Succefully downloaded 56530 Images\n",
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+      "Succefully downloaded 60084 Images\n",
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+      "UnSuccefully downloaded 8112 Images\n",
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+      "Succefully downloaded 63662 Images\n",
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+      "Succefully downloaded 67216 Images\n",
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+      "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"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}