{"id":18282,"date":"2025-04-16T06:45:14","date_gmt":"2025-04-16T03:45:14","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/"},"modified":"2025-04-16T06:45:14","modified_gmt":"2025-04-16T03:45:14","slug":"python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/","title":{"rendered":"Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma"},"content":{"rendered":"<p><body><\/p>\n<p>Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma<\/p>\n<p>Merhaba!  Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc Whoosh k\u00fct\u00fcphanesi kullanarak h\u0131zl\u0131 ve verimli bir bellek i\u00e7i arama motoru nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m.  Bellek i\u00e7i arama, verilerin tamam\u0131n\u0131n RAM&#8217;de tutuldu\u011fu anlam\u0131na gelir ve bu da \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 sa\u011flar.  Ancak, bu y\u00f6ntemin dezavantaj\u0131, b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in kullan\u0131lamayacak olmas\u0131d\u0131r. \u00c7\u00fcnk\u00fc b\u00fcy\u00fck veri k\u00fcmeleri RAM&#8217;i doldurabilir.<\/p>\n<p>\u00d6ncelikle Whoosh k\u00fct\u00fcphanesini kurman\u0131z gerekiyor.  Bunun i\u00e7in terminalinize veya komut isteminize <code>pip install Whoosh<\/code> komutunu yazman\u0131z yeterlidir.  Kurulum tamamland\u0131ktan sonra, Whoosh ile bellek i\u00e7i arama motorunu nas\u0131l olu\u015fturaca\u011f\u0131m\u0131za ge\u00e7elim.<\/p>\n<h2>Whoosh ile Arama Motoru Olu\u015fturma<\/h2>\n<p>\u0130lk ad\u0131m\u0131m\u0131z, Whoosh&#8217;un <code>Index<\/code> s\u0131n\u0131f\u0131n\u0131 kullanarak bir indeks olu\u015fturmak. Bu indeks, arama motorumuzun veriyi saklayaca\u011f\u0131 yerdir.  A\u015fa\u011f\u0131daki kod, bo\u015f bir indeks olu\u015fturur:<\/p>\n<pre><code class=\"language-python\">\nfrom whoosh.index import create_in\nfrom whoosh.fields import *\n\nschema = Schema(title=TEXT(stored=True), content=TEXT)\nix = create_in(\"indexdir\", schema)\n<\/code><\/pre>\n<p>Burada, <code>Schema<\/code> s\u0131n\u0131f\u0131, indekslenecek verilerin yap\u0131s\u0131n\u0131 tan\u0131mlar.  Bizim \u00f6rne\u011fimizde, &#8220;title&#8221; ve &#8220;content&#8221; ad\u0131nda iki alan\u0131m\u0131z var.  <code>TEXT<\/code> alan\u0131, tam metin aramas\u0131 i\u00e7in kullan\u0131l\u0131r ve  <code>stored=True<\/code>  parametresi, arama sonu\u00e7lar\u0131nda bu alan\u0131n de\u011ferlerinin saklanmas\u0131n\u0131 sa\u011flar.  &#8220;indexdir&#8221; ise indeks dosyalar\u0131n\u0131n olu\u015fturulaca\u011f\u0131 dizindir.<\/p>\n<p>Ard\u0131ndan, verilerimizi indekselememiz gerekir. Bunun i\u00e7in, <code>ix.writer()<\/code> metodunu kullanarak bir yaz\u0131c\u0131 nesnesi olu\u015fturur ve dok\u00fcmanlar\u0131m\u0131z\u0131 ekleriz:<\/p>\n<pre><code class=\"language-python\">\nwriter = ix.writer()\nwriter.add_document(title=\"Ba\u015fl\u0131k 1\", content=\"\u0130lk dok\u00fcman i\u00e7eri\u011fi.\")\nwriter.add_document(title=\"Ba\u015fl\u0131k 2\", content=\"\u0130kinci dok\u00fcman i\u00e7eri\u011fi, daha uzun bir metin \u00f6rne\u011fi.\")\nwriter.commit()\n<\/code><\/pre>\n<p>Bu i\u015flemden sonra, verilerimiz indekselendi ve art\u0131k arama yapabiliriz.  Arama yapmak i\u00e7in, <code>ix.searcher()<\/code> metodunu kullanarak bir arama nesnesi olu\u015ftururuz ve arama sorgumuzu yazar\u0131z:<\/p>\n<pre><code class=\"language-python\">\nwith ix.searcher() as searcher:\n    results = searcher.search(\"i\u00e7eri\u011fi\")\n    for result in results:\n        print(result[\"title\"])\n<\/code><\/pre>\n<p>Bu kod, &#8220;i\u00e7eri\u011fi&#8221; kelimesini i\u00e7eren dok\u00fcmanlar\u0131n ba\u015fl\u0131klar\u0131n\u0131 ekrana yazd\u0131racakt\u0131r.  Daha karma\u015f\u0131k sorgular i\u00e7in Whoosh&#8217;un sa\u011flad\u0131\u011f\u0131 geli\u015fmi\u015f sorgu dili kullan\u0131labilir. Daha fazla bilgi i\u00e7in <a href=\"https:\/\/whoosh.readthedocs.io\/en\/latest\/searching.html\" target=\"_blank\">Whoosh dok\u00fcmantasyonuna<\/a> g\u00f6z atabilirsiniz.<\/p>\n<h2>Bellek \u0130\u00e7i Arama Motorunun Avantajlar\u0131 ve Dezavantajlar\u0131<\/h2>\n<p>Bellek i\u00e7i arama motorlar\u0131n\u0131n en b\u00fcy\u00fck avantaj\u0131, h\u0131zd\u0131r.  Verilerin RAM&#8217;de bulunmas\u0131, \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 alman\u0131z\u0131 sa\u011flar.  Ancak, bu y\u00f6ntemin \u00f6nemli bir dezavantaj\u0131 da vard\u0131r; b\u00fcy\u00fck veri setleri i\u00e7in uygun de\u011fildir.  B\u00fcy\u00fck veri k\u00fcmeleri RAM&#8217;i doldurabilir ve bu da sistemin \u00e7\u00f6kmesine neden olabilir.  Bu nedenle, bellek i\u00e7i arama motorlar\u0131, nispeten k\u00fc\u00e7\u00fck veri k\u00fcmeleri i\u00e7in idealdir.<\/p>\n<p>Ayr\u0131ca, uygulama kapand\u0131\u011f\u0131nda t\u00fcm veriler kaybolur. Kal\u0131c\u0131 bir \u00e7\u00f6z\u00fcm i\u00e7in verileri diske kaydetmeniz gerekir.  Bu durum, uygulama tekrar ba\u015flad\u0131\u011f\u0131nda verilerin yeniden y\u00fcklenmesi anlam\u0131na gelir ve performans\u0131 etkileyebilir.  Dolay\u0131s\u0131yla, veri b\u00fcy\u00fckl\u00fc\u011f\u00fc ve kal\u0131c\u0131l\u0131k ihtiya\u00e7lar\u0131n\u0131za g\u00f6re uygun arama motorunu se\u00e7meniz \u00f6nemlidir.<\/p>\n<p>Umar\u0131m bu makale, Python ve Whoosh kullanarak h\u0131zl\u0131 bir bellek i\u00e7i arama motoru olu\u015fturman\u0131za yard\u0131mc\u0131 olmu\u015ftur.  Daha fazla bilgi ve \u00f6rnek i\u00e7in <a href=\"https:\/\/fatihsoysal.com\" target=\"_blank\">web sitemi<\/a> ziyaret edebilirsiniz.  Herhangi bir sorunuz veya \u00f6neriniz varsa, l\u00fctfen yorumlarda belirtin.<\/p>\n<p>#Etiketler: Python, Whoosh, Arama Motoru, Bellek \u0130\u00e7i Arama, H\u0131zl\u0131 Arama, Tam Metin Aramas\u0131, Programlama, Kodlama, Tutorial, Rehber<br \/>\n<\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma Merhaba! Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-18282","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma<\/title>\n<meta name=\"description\" content=\"Merhaba! Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc Whoosh k\u00fct\u00fcphanesi kullanarak h\u0131zl\u0131 ve verimli bir bellek i\u00e7i arama motoru nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bellek i\u00e7i arama, verilerin tamam\u0131n\u0131n RAM&#039;de tutuldu\u011fu anlam\u0131na gelir ve bu da \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 sa\u011flar. Ancak, bu y\u00f6ntemin dezavantaj\u0131, b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in kullan\u0131lamayacak olmas\u0131d\u0131r. \u00c7\u00fcnk\u00fc b\u00fcy\u00fck veri k\u00fcmeleri RAM&#039;i doldurabilir.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma\" \/>\n<meta property=\"og:description\" content=\"Merhaba! Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc Whoosh k\u00fct\u00fcphanesi kullanarak h\u0131zl\u0131 ve verimli bir bellek i\u00e7i arama motoru nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bellek i\u00e7i arama, verilerin tamam\u0131n\u0131n RAM&#039;de tutuldu\u011fu anlam\u0131na gelir ve bu da \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 sa\u011flar. Ancak, bu y\u00f6ntemin dezavantaj\u0131, b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in kullan\u0131lamayacak olmas\u0131d\u0131r. \u00c7\u00fcnk\u00fc b\u00fcy\u00fck veri k\u00fcmeleri RAM&#039;i doldurabilir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-04-16T03:45:14+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma\",\"datePublished\":\"2025-04-16T03:45:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/\"},\"wordCount\":554,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/\",\"name\":\"Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-04-16T03:45:14+00:00\",\"description\":\"Merhaba! Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc Whoosh k\u00fct\u00fcphanesi kullanarak h\u0131zl\u0131 ve verimli bir bellek i\u00e7i arama motoru nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bellek i\u00e7i arama, verilerin tamam\u0131n\u0131n RAM'de tutuldu\u011fu anlam\u0131na gelir ve bu da \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 sa\u011flar. 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Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc Whoosh k\u00fct\u00fcphanesi kullanarak h\u0131zl\u0131 ve verimli bir bellek i\u00e7i arama motoru nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bellek i\u00e7i arama, verilerin tamam\u0131n\u0131n RAM'de tutuldu\u011fu anlam\u0131na gelir ve bu da \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 sa\u011flar. Ancak, bu y\u00f6ntemin dezavantaj\u0131, b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in kullan\u0131lamayacak olmas\u0131d\u0131r. \u00c7\u00fcnk\u00fc b\u00fcy\u00fck veri k\u00fcmeleri RAM'i doldurabilir.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/fatihsoysal.com\/blog\/python-ile-whoosh-kullanarak-hizli-bellek-ici-arama-motoru-olusturma\/","og_locale":"tr_TR","og_type":"article","og_title":"Python ile Whoosh Kullanarak H\u0131zl\u0131, Bellek \u0130\u00e7i Arama Motoru Olu\u015fturma","og_description":"Merhaba! Bu makalede, Python programlama dili ve g\u00fc\u00e7l\u00fc Whoosh k\u00fct\u00fcphanesi kullanarak h\u0131zl\u0131 ve verimli bir bellek i\u00e7i arama motoru nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Bellek i\u00e7i arama, verilerin tamam\u0131n\u0131n RAM'de tutuldu\u011fu anlam\u0131na gelir ve bu da \u00e7ok h\u0131zl\u0131 arama sonu\u00e7lar\u0131 sa\u011flar. 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