{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Wyszukiwarki - wprowadzenie\n",
    "\n",
    "## Systemy wyszukiwania informacji\n",
    "\n",
    "![System wyszukiwania informacji](system-wyszukiwania-informacji.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Wyszukiwarki\n",
    "\n",
    "![Wyszukiwarki](wyszukiwarka-internetowa.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Chcę stworzyć swoją własną wyszukiwarkę internetową...\n",
    "\n",
    "1. Skąd brać adresy URL?\n",
    "2. Jak pobrać pliki z tych adresów?\n",
    "3. Jak wydobyć z nich tekst?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## ... a może w ogóle nie pobierać?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Korpus CommonCrawl\n",
    "\n",
    "https://commoncrawl.org/the-data/"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<!-- スマホ用 --\n",
      "<!-- \n",
      "<!--table width='750' border='0' align='center' cellpadding='0' cellspacing='0'\n",
      "<!--a href='index.phtml?CHANNEL=R51&FID=389924'\n",
      "<!-- mail: \n",
      "<!-- beige_lavender-3c --\n",
      "<!--\n",
      "<!-- Template Design By BeigeHeart_Chako＿http://beigeheart.blog9.fc2.com/ --\n",
      "<!-- 関連記事＿http://beigeheart.blog9.fc2.com/blog-entry-99.html --\n",
      "<!-- 利用規約＿http://beigeheart.blog9.fc2.com/blog-entry-103.html --\n",
      "<!-- テンプレの再配布、営利目的の利用禁止 --\n",
      "<!-- 画像の無断転載・再配布禁止 --\n",
      "<!-- アダルト・法律違反サイト、使用不可 --\n",
      "<!-- アクセス解析タグはここから --\n",
      "<!-- アクセス解析タグはここまで --\n",
      "<!--▼▼▼メインカラムカラム＋右サイドカラム部分--\n",
      "<!--▼ヘッダー--\n",
      "<!--▼管理ページリンク--\n",
      "<!--▲管理ページリンク--\n",
      "<!--▼タイトル--\n"
     ]
    }
   ],
   "source": [
    "# Bezpośrednio z serwisu\n",
    "\n",
    "! (wget -O - -q https://commoncrawl.s3.amazonaws.com/crawl-data/CC-MAIN-2017-34/segments/1502886133449.19/warc/CC-MAIN-20170824101532-20170824121532-00719.warc.gz | zcat| grep -P -o -a '<!--[^\\[\\]<>]+' | uniq | head -n 20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Dostępne są też \"ekstrakty\" czystego tekstu - zob. http://data.statmt.org/ngrams/raw/, np. 59 GB czystego tekstu po polsku z 2012 roku."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "df6fa1abb58549287111ba8d776733e9 0.000000 http://www.gornicki.pl/focal_points_4/2006\n",
      "Przegląd okulistyczny \n",
      "Focal points \n",
      "Przegląd reumatologiczny \n",
      "Biblioteka on-line \n",
      "STRONA GŁÓWNA \n",
      "WYDAWNICTWO \n",
      "O wydawnictwie \n",
      "Kontakt \n",
      "Regulamin zamówień \n",
      "Spotkania autorskie \n",
      "Nasi autorzy \n",
      "CZYTELNIA ONLINE \n",
      "w dziale: anatomia \n",
      "w dziale: okulistyka \n",
      "w dziale: ratownictwo \n",
      "CENNIK \n",
      "LINKI \n",
      "USŁUGI \n",
      "df6fa1abb58549287111ba8d776733e9 2.000000 http://www.gornicki.pl/focal_points_4/2006\n",
      "Licencjaty \n",
      "Multimedia \n",
      "Pulmonologia \n",
      "Okulistyka \n",
      "Ratownictwo \n",
      "Reumatologia \n",
      "Zestawy specjalne \n",
      "Onkologia \n",
      "Focal Points 4/2006\n",
      "\n"
     ]
    }
   ],
   "source": [
    "! (wget -O - -q http://web-language-models.s3-website-us-east-1.amazonaws.com/ngrams/pl/raw/pl.2012.raw.xz \\\n",
    "   | xzcat | head -n 30)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Zrzuty Wikipedii\n",
    "\n",
    "Nie pobieraj Wikipedii strona po stronie!\n",
    "\n",
    "* tracisz swój czas\n",
    "* i tracisz czas serwerów Wikipedii\n",
    "\n",
    "Lepiej pobrać zrzut (_dump_) ze strony https://dumps.wikimedia.org/backup-index.html"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1977]]\n",
      "[[język skryptowy|skryptowy]]\n",
      "[[programowanie proceduralne|proceduralny]]\n",
      "[[Programowanie sterowane zdarzeniami|sterowany zdarzeniami]]\n",
      "[[Alfred V. Aho|Alfred Aho]]\n",
      "[[Peter J. Weinberger|Peter Weinberger]]\n",
      "[[Brian Kernighan]]\n",
      "[[wieloplatformowość|wieloplatformowy]]\n",
      "[[język programowania]]\n",
      "[[plik]]\n",
      "[[system operacyjny|systemów operacyjnych]]\n",
      "[[Unix|UNIX]]\n",
      "[[tablica asocjacyjna|tablice asocjacyjne]]\n",
      "[[Tekstowy typ danych|stringi]]\n",
      "[[wyrażenie regularne|wyrażenia regularne]]\n",
      "[[Alfred V. Aho|Alfreda V. Aho]]\n",
      "[[Peter Weinberger|Petera Weinbergera]]\n",
      "[[Brian Kernighan|Briana Kernighana]]\n",
      "[[POSIX]]\n",
      "[[System V|SVR4]]\n"
     ]
    }
   ],
   "source": [
    "! (wget -O - -q https://dumps.wikimedia.org/plwiki/20210301/plwiki-20210301-pages-articles-multistream.xml.bz2 \\\n",
    "   | bzcat | grep -P -o '\\[\\[[^\\]]+\\]\\]' | head -n 20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Skąd brać adresy URL\n",
    "\n",
    "### Zob. dumpy powyżej"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://ssl'\n",
      "https://static.fc2.com/css_cn/common/headbar/120710style.css\n",
      "https://blog.fc2.com/\n",
      "https://spdeliver.i-mobile.co.jp/script/adsnativepc.js?20101001\n",
      "https://media.fc2.com/counter_img.php?id=3493\n",
      "https://plus.google.com/+apothekenumschau\n",
      "https://script.ioam.de/iam.js\n",
      "https://07743rats-apotheke.apotheken-umschau.de/News--Wissen/AGP-Kontaktformular--73317.html\n",
      "https://07743rats-apotheke.apotheken-umschau.de/News--Wissen/Apotheker-HP--AGP-73319.html\n",
      "https://login.apotheken-umschau.de/login?service=https://www.apotheken-umschau.de/j_spring_cas_security_check\n",
      "https://forum.apotheken-umschau.de/portal/registration/register\n",
      "https://www.facebook.com/Apotheken.Umschau\n",
      "https://api.wortundbildverlag.com/drug-suggest/terms\n",
      "https://07743rats-apotheke.apotheken-umschau.de/unternehmenskommunikation/Kontakt-zu-den-Redaktionen-53834.html\n",
      "https://i.skyrock.net/9775/59549775/pics/photo_59549775_89.jpg\n",
      "https://static.skyrock.net/js/common.min.js?eBtyhdw\n",
      "https://static.skyrock.net/img/favicon_v5b.ico\n",
      "https://wir.skyrock.net/wir/v1/resize/?c=isi&amp;im=%2F9775%2F59549775%2Fpics%2Fphoto_59549775_89.jpg&amp;w=16\n",
      "https://i.skyrock.net/9775/59549775/pics/photo_59549775_89.jpg\n",
      "https://static.skyrock.net/css/common.css?eahf2jw\n"
     ]
    }
   ],
   "source": [
    "! (wget -O - -q https://commoncrawl.s3.amazonaws.com/crawl-data/CC-MAIN-2017-34/segments/1502886133449.19/warc/CC-MAIN-20170824101532-20170824121532-00719.warc.gz | zcat| grep -P -o -a 'https://[^ \"><]+' | uniq | head -n 20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://pl.wikipedia.org/wiki/Wikipedia:Strona_g%C5%82%C3%B3wna\n",
      "https://web.archive.org/web/20100116001012/http://homepages.cwi.nl/~dik/english/codes/stand.html#ascii\n",
      "https://web.archive.org/web/20160613145224/http://www.aivosto.com/vbtips/charsets-7bit.html#body}}&lt;/ref&gt;\n",
      "https://web.archive.org/web/20160522024759/http://worldpowersystems.com/J/codes/#ASCII-1967\n",
      "https://books.google.com/?id=NQSpNAEACAAJ&amp;pg=PA28\n",
      "https://web.archive.org/web/20160616084132/https://www.w3.org/blog/2008/05/utf8-web-growth/\n",
      "https://web.archive.org/web/20160616084637/https://googleblog.blogspot.de/2008/05/moving-to-unicode-51.html\n",
      "https://web.archive.org/web/20160616085323/https://googleblog.blogspot.de/2010/01/unicode-nearing-50-of-web.html\n",
      "https://web.archive.org/web/20160827000956/http://dlx.bookzz.org/genesis/772000/c80a62495acf1e1a5b966de23c1f989a/_as/%5BInterface_Age_Staff%5D_Best_of_Interface_Age%2C_Volum%28BookZZ.org%29.pdf\n",
      "https://books.google.com/books?id=bXLDwmIJNkUC&amp;pg=PA13\n",
      "https://web.archive.org/web/20161031223347/http://ethw.org/First-Hand%3AChad_is_Our_Most_Important_Product%3A_An_Engineer%27s_Memory_of_Teletype_Corporation\n",
      "https://textfiles.meulie.net/bitsaved/Books/Mackenzie_CodedCharSets.pdf\n",
      "https://web.archive.org/web/20160526181319/http://longstreet.typepad.com/thesciencebookstore/2012/03/heres-the-link.html\n",
      "https://web.archive.org/web/20120213005708/http://www.transbay.net/~enf/ascii/ascii.pdf\n",
      "https://archive.org/details/dictionaryworldp00iann\n",
      "https://archive.org/details/dictionaryworldp00iann/page/n80\n",
      "https://www.theguardian.com/commentisfree/belief/2013/jan/28/lucretius-all-things-atoms\n",
      "https://archive.org/details/distillingknowle00mora_557\n",
      "https://archive.org/details/distillingknowle00mora_557/page/n156\n",
      "https://archive.org/details/fromelementstoat00sieg\n"
     ]
    }
   ],
   "source": [
    "! (wget -O - -q https://dumps.wikimedia.org/plwiki/20210301/plwiki-20210301-pages-articles-multistream.xml.bz2 \\\n",
    "   | bzcat | grep -P -o 'https://[^ \"><]+' | head -n 20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Serwis DMOZ/ODP (niestety już nieaktywny)\n",
    "Ostatni link: https://web.archive.org/web/20160306230718/http://rdf.dmoz.org/rdf/content.rdf.u8.gz"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Odpytywać \"pasożytniczo\" inną wyszukiwarkę"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "# see https://hackernoon.com/how-to-scrape-google-with-python-bo7d2tal\n",
    "\n",
    "import urllib\n",
    "import requests\n",
    "from bs4 import BeautifulSoup\n",
    "\n",
    "def query_google(query):\n",
    "    url = f\"https://google.com/search?q={query}\"\n",
    "    response = requests.get(url)\n",
    "    soup = BeautifulSoup(response.content, \"html.parser\")\n",
    "    \n",
    "    results = []\n",
    "    for g in soup.find_all('a'):\n",
    "        link = g['href']\n",
    "        if '/url?q=' in link:\n",
    "            results.append(link[7:])\n",
    "    return results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['https://pl.wikipedia.org/wiki/Wielka_Stopa_(zwierz%25C4%2599)&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QmhMwC3oECAwQDg&usg=AOvVaw1F4NoOH13sPHmkkVrKPKPc',\n",
       " 'https://pl.wikipedia.org/wiki/Wielka_Stopa_(zwierz%25C4%2599)&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAQegQICxAB&usg=AOvVaw0cBRsP3ORH8ItFxcBkkaXl',\n",
       " 'https://pl.wikipedia.org/wiki/Wielka_Stopa_(zwierz%25C4%2599)%23Opis&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0Q0gIwEHoECAsQAg&usg=AOvVaw2pQXVnDLY_DxI-QJncPJ-J',\n",
       " 'https://pl.wikipedia.org/wiki/Wielka_Stopa_(zwierz%25C4%2599)%23Historia&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0Q0gIwEHoECAsQAw&usg=AOvVaw3Fkx-NtoxRASml4JWUS68g',\n",
       " 'https://pl.wikipedia.org/wiki/Wielka_Stopa_(zwierz%25C4%2599)%23Najwa%25C5%25BCniejsze_argumenty_%25E2%2580%259Eza%25E2%2580%259D_i_%25E2%2580%259Eprzeciw%25E2%2580%259D&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0Q0gIwEHoECAsQBA&usg=AOvVaw2pTlj01g4WYUd9G__fMDdO',\n",
       " 'https://pl.wikipedia.org/wiki/Wielka_Stopa_(zwierz%25C4%2599)%23Argumenty_%25E2%2580%259Eprzeciw%25E2%2580%259D&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0Q0gIwEHoECAsQBQ&usg=AOvVaw09DHFpaDfQ8rbvPCsALuqQ',\n",
       " 'https://www.youtube.com/watch%3Fv%3DEPRggWavPX4&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QtwIwEXoECAQQAQ&usg=AOvVaw0oHXUaa0kvQwNCNe5W9JIh',\n",
       " 'https://www.youtube.com/watch%3Fv%3DEPRggWavPX4&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QuAIwEXoECAQQAg&usg=AOvVaw2CrxxVzwVVwE4Xsj31_w3T',\n",
       " 'https://www.youtube.com/watch%3Fv%3DIhS1d56aPOc&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QtwIwEnoECAUQAQ&usg=AOvVaw12i_Qq-aNn2KMbZciKlmAM',\n",
       " 'https://www.youtube.com/watch%3Fv%3DIhS1d56aPOc&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QuAIwEnoECAUQAg&usg=AOvVaw3zdXkOsnuCMFVR8USryFDw',\n",
       " 'https://www.youtube.com/watch%3Fv%3D_r4_GIfTn2o&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QtwIwF3oECAMQAQ&usg=AOvVaw3jgTHagNopqqBsCo594Zip',\n",
       " 'https://www.youtube.com/watch%3Fv%3D_r4_GIfTn2o&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QuAIwF3oECAMQAg&usg=AOvVaw0iwfh9wM9EkhqRY_YoXuYU',\n",
       " 'https://www.ceneo.pl/%3Bszukaj-wielka%2Bstopa&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAYegQICBAB&usg=AOvVaw38rQfzltST6zIW8eCRdta-',\n",
       " 'https://www.ceneo.pl/Filmy%3Bszukaj-wielka%2Bstopa&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAZegQIAhAB&usg=AOvVaw3WqL8324pgm8Rd57USPD8M',\n",
       " 'https://www.antyradio.pl/News/Kobieta-twierdzi-ze-spotkala-Wielka-Stope-Hustala-sie-na-drzewie-ZDJECIE-43102&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAaegQIChAB&usg=AOvVaw30c7T2Ymn-Q4Vqq5C962BO',\n",
       " 'https://allegro.pl/kategoria/gry%3Fstring%3DWielka%2520stopa%2520%253A)%2520-&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAbegQIBxAB&usg=AOvVaw2kdw9sx7alxFh5IwLfsVX4',\n",
       " 'https://allegro.pl/listing%3Fstring%3DWielka%2520stopa%2520%253A%2529%2520-&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAcegQICRAB&usg=AOvVaw0nK7AoJJjmr1oWrN46umA_',\n",
       " 'https://tvn24.pl/tvnmeteo/informacje-pogoda/ciekawostki,49/wielka-stopa-nie-istnieje-naukowcy-to-nie-koniec-nadziei,127328,1,0.html&sa=U&ved=2ahUKEwje-6mWk6TvAhUxpHEKHVatAO0QFjAdegQIBhAB&usg=AOvVaw0WWcyH9m2XpHzz7koN1IrJ',\n",
       " 'https://support.google.com/websearch%3Fp%3Dws_settings_location%26hl%3Dpl&sa=U&ved=0ahUKEwje-6mWk6TvAhUxpHEKHVatAO0Qty4Ifw&usg=AOvVaw177POHJ8_tlgAuIzWDTzhM',\n",
       " 'https://accounts.google.com/ServiceLogin%3Fcontinue%3Dhttps://www.google.com/search%253Fq%253D%252522wielka%252Bstopa%252522%26hl%3Dpl&sa=U&ved=0ahUKEwje-6mWk6TvAhUxpHEKHVatAO0Qxs8CCIAB&usg=AOvVaw0OmJ8GZoJAvzg7NX5Aby4M']"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "query_google('\"wielka stopa\"')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.9.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}