process train test.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv\n",
    "from pathlib import Path\n",
    "resize_directory = '/home/huzaifa/Downloads/dataset_resized'\n",
    "final_dataset = '/home/huzaifa/Downloads/final_dataset'\n",
    "subset_directory = '/home/huzaifa/Downloads/subset_dataset'\n",
    "from shutil import copyfile\n",
    "\n",
    "new = []\n",
    "train = []\n",
    "test= []\n",
    "full = {}\n",
    "\n",
    "\n",
    "with open('subset_index.csv') as csvfile:\n",
    "    reader = csv.DictReader(csvfile)\n",
    "    #print(reader['category1'])\n",
    "    header = reader.fieldnames\n",
    "    j = 0\n",
    "    for i,row in enumerate(reader):\n",
    "        #print(row['category1'],row['image'])\n",
    "        #check_file  = Path(subset_directory + '/' + row['category1'] + '/' + row['image'])\n",
    "        #src = resize_directory + '/' + row['category1'] + '/' + row['image']\n",
    "        #dest = final_dataset + '/' + row['category1'] + '/' + row['image']\n",
    "        if j == 600 :\n",
    "            j = 0\n",
    "        \n",
    "        if j < 500:\n",
    "            train.append(row['category1']+ '/'+ row['image'])\n",
    "        else:\n",
    "            if j >= 500 & j < 600:\n",
    "                test.append(row['category1']+ '/'+ row['image'])\n",
    "        full.update({row['image'] : row}) \n",
    "            #print(row)\n",
    "            #copyfile(src, dest)\n",
    "            #new.append(row)\n",
    "            \n",
    "        #else:\n",
    "            #prtint('hello')\n",
    "        j = j + 1\n",
    "   \n",
    "\n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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       " 'Engineering & Transportation/0847842150.jpg',\n",
       " 'Engineering & Transportation/0071736042.jpg',\n",
       " 'Engineering & Transportation/0071444564.jpg',\n",
       " 'Engineering & Transportation/0071445455.jpg',\n",
       " 'Engineering & Transportation/1591148022.jpg',\n",
       " 'Engineering & Transportation/0750959576.jpg',\n",
       " 'Engineering & Transportation/0893300683.jpg',\n",
       " 'Engineering & Transportation/1591147751.jpg',\n",
       " 'Engineering & Transportation/0071432388.jpg',\n",
       " 'Engineering & Transportation/0070123543.jpg',\n",
       " 'Engineering & Transportation/1401310443.jpg',\n",
       " 'Engineering & Transportation/140004409X.jpg',\n",
       " 'Engineering & Transportation/076034812X.jpg',\n",
       " 'Engineering & Transportation/0071381767.jpg',\n",
       " 'Engineering & Transportation/0816680817.jpg',\n",
       " ...]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv\n",
    "\n",
    "with open('train.csv', 'w') as csvfile:\n",
    "    #fieldnames = ['first_name', 'last_name']\n",
    "    writer = csv.DictWriter(csvfile, header)\n",
    "    writer.writeheader()\n",
    "    for i,row in enumerate(new):\n",
    "    \n",
    "        writer.writerow(row)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pickle\n",
    "pickle.dump( train, open( \"train_filenames.pickle\", \"wb\" ) , protocol=2)\n",
    "pickle.dump( test, open( \"test_filenames.pickle\", \"wb\" ) , protocol=2)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "favorite_color = pickle.load( open( \"bookindex.pickle\", \"rb\" ) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "19200"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(favorite_color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "16000"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "500 * 32"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [],
   "source": [
    "pickle.dump( full, open( \"bookindex.pickle\", \"wb\" ) , protocol=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "ename": "KeyError",
     "evalue": "0",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-45-e8d8a7ca6606>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mfavorite_color\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'0741252163.jpg'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m: 0"
     ]
    }
   ],
   "source": [
    "favorite_color[0]['0741252163.jpg']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'50 Kick Ass Spring and Egg Roll Recipes'"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "favorite_color['1494944529.jpg']['title']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "8855"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(favorite_color)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Calendars/1623439671.jpg'"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1623439671.jpg'"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train[1].split('/')[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3200"
      ]
     },
     "execution_count": 70,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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