Icon Scrapper.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "identical-baseline",
   "metadata": {},
   "outputs": [],
   "source": [
    "from bs4 import BeautifulSoup\n",
    "import requests\n",
    "import os\n",
    "import shutil\n",
    "import glob\n",
    "from PIL import Image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "5b7f82d5",
   "metadata": {},
   "outputs": [],
   "source": [
    "urls = {'ability': ['https://dota2.fandom.com/wiki/Category:Ability_icons', 'https://dota2.fandom.com/wiki/Category:Ability_icons?filefrom=Fate%27s+Edict+icon.png#mw-category-media', 'https://dota2.fandom.com/wiki/Category:Ability_icons?filefrom=Phantasm+icon.png#mw-category-media', 'https://dota2.fandom.com/wiki/Category:Ability_icons?filefrom=Time+Lapse+icon.png#mw-category-media'],\n",
    "        'custom_ability': ['https://dota2.fandom.com/wiki/Category:Custom_ability_icons', 'https://dota2.fandom.com/wiki/Category:Custom_ability_icons?filefrom=Eldwurm%27s+Touch+Marksmanship+icon.png#mw-category-media', 'https://dota2.fandom.com/wiki/Category:Custom_ability_icons?filefrom=Pale+Augur+Decay+icon.png#mw-category-media'],\n",
    "        'diretide': ['https://dota2.fandom.com/wiki/Category:Diretide_icons'],\n",
    "        'frosthaven': ['https://dota2.fandom.com/wiki/Category:Frosthaven_icons'],\n",
    "        'old_ability': ['https://dota2.fandom.com/wiki/Category:Old_ability_icons'],\n",
    "        'other_ability': ['https://dota2.fandom.com/wiki/Category:Other_ability_icons'],\n",
    "        'unit_ability': ['https://dota2.fandom.com/wiki/Category:Unit_ability_icons']\n",
    "       }\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "f60419f1",
   "metadata": {},
   "outputs": [],
   "source": [
    "if not os.path.exists('icons'):\n",
    "    os.mkdir('icons')\n",
    "\n",
    "for icon_type in urls.keys():\n",
    "    if not os.path.exists(f'icons/{icon_type}'):\n",
    "        os.mkdir(f'icons/{icon_type}')\n",
    "\n",
    "if not os.path.exists('dataset/'):\n",
    "    os.mkdir('dataset/')\n",
    "\n",
    "if not os.path.exists('dataset/icons'):\n",
    "    os.mkdir('dataset/icons')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e1ba94c6",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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     ]
    }
   ],
   "source": [
    "for icon_type in urls.keys():\n",
    "    for url in urls[icon_type]:\n",
    "        r = requests.get(url)\n",
    "        soup = BeautifulSoup(r.text, 'html.parser')\n",
    "        images = soup.findAll('img')\n",
    "        \n",
    "        for image in images:\n",
    "            if image['src'].startswith('https://static.wikia.nocookie.net/'):\n",
    "                print(image['src'].replace('/scale-to-width-down/120','/scale-to-width-down/128'))\n",
    "                icon = requests.get(image['src'].replace('/scale-to-width-down/120','/scale-to-width-down/128')).content\n",
    "                with open(f\"icons/{icon_type}/{image['alt']}\", \"wb+\") as f:\n",
    "                                f.write(icon)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "f46c7f64",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Deleting non-standard icons\n",
    "for icon_path in glob.iglob(\"icons/*/*\"):\n",
    "    with Image.open(icon_path) as icon:\n",
    "        if icon.size != (128, 128):\n",
    "            print(icon_path, icon.size)\n",
    "            os.remove(icon_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "b17465b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Creating a class folder for data loader to use with selected icons\n",
    "\n",
    "for icon_type in ['ability', 'custom_ability', 'old_ability', 'other_ability', 'unit_ability']:\n",
    "    source_dir = f'icons/{icon_type}'\n",
    "    dst = 'dataset/icons/'\n",
    "    files = glob.iglob(os.path.join(source_dir, \"*.png\"))\n",
    "    for file in files:\n",
    "        if os.path.isfile(file):\n",
    "            shutil.copy2(file, dst)"
   ]
  }
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