{"id":27407,"date":"2025-08-12T18:15:22","date_gmt":"2025-08-12T15:15:22","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/postgresql-birden-fazla-degerle-like-operatorunu-kullanma\/"},"modified":"2025-08-12T18:15:22","modified_gmt":"2025-08-12T15:15:22","slug":"postgresql-birden-fazla-degerle-like-operatorunu-kullanma","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/postgresql-birden-fazla-degerle-like-operatorunu-kullanma\/","title":{"rendered":"PostgreSQL: Birden Fazla De\u011ferle LIKE Operat\u00f6r\u00fcn\u00fc Kullanma"},"content":{"rendered":"<p># PostgreSQL&#8217;de LIKE Operat\u00f6r\u00fcn\u00fc Birden Fazla De\u011ferle Kullanma<\/p>\n<p>PostgreSQL veritaban\u0131n\u0131zda belirli bir kal\u0131ba uyan \u00e7ok say\u0131da kayd\u0131 h\u0131zl\u0131 ve verimli bir \u015fekilde nas\u0131l filtrelersiniz?  Veri analizi s\u00fcrecinizde, belirli kelimeleri veya karakter dizilerini i\u00e7eren kay\u0131tlar\u0131 bulman\u0131z gerekti\u011finde <code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fc sizin en b\u00fcy\u00fck yard\u0131mc\u0131n\u0131zd\u0131r. Ancak, tek bir <code class=\"language-\">LIKE<\/code> sorgusuyla birden fazla de\u011feri kontrol etmek, verimlilik sorunlar\u0131na yol a\u00e7abilir. Bu makalede, PostgreSQL&#8217;de <code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fcn\u00fc birden fazla de\u011ferle kullanman\u0131n farkl\u0131 y\u00f6ntemlerini, performans optimizasyon tekniklerini ve ger\u00e7ek d\u00fcnya senaryolar\u0131n\u0131 ad\u0131m ad\u0131m ele alaca\u011f\u0131z.  Veritaban\u0131 i\u015flemlerinizde h\u0131z ve verimlili\u011fi nas\u0131l art\u0131raca\u011f\u0131n\u0131z\u0131 \u00f6\u011frenmek i\u00e7in okumaya devam edin.<\/p>\n<p><strong>PostgreSQL&#8217;de LIKE Operat\u00f6r\u00fc: Temel Kavramlar<\/strong><\/p>\n<p><code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fc, PostgreSQL&#8217;de karakter dizilerini kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in kullan\u0131l\u0131r.  <code class=\"language-\">%<\/code> karakteri, s\u0131f\u0131r veya daha fazla karakteri temsil ederken, <code class=\"language-\">_<\/code> karakteri tek bir karakteri temsil eder. \u00d6rne\u011fin, <code class=\"language-\">'a%'<\/code>, &#8216;a&#8217; ile ba\u015flayan t\u00fcm dizileri, <code class=\"language-\">'%a'<\/code> ise &#8216;a&#8217; ile biten t\u00fcm dizileri, <code class=\"language-\">'%a%'<\/code> ise &#8216;a&#8217; i\u00e7eren t\u00fcm dizileri bulur. <code class=\"language-\">'a_a'<\/code> ise &#8216;a&#8217; ile ba\u015flayan, bir karakterden sonra tekrar &#8216;a&#8217; ile biten dizileri bulur.  Bu temel kavramlar\u0131 anlamak, birden fazla de\u011feri kontrol etmek i\u00e7in kullanaca\u011f\u0131m\u0131z daha geli\u015fmi\u015f tekniklerin temelini olu\u015fturur.<\/p>\n<p><strong>Birden Fazla De\u011feri Kontrol Etmenin Y\u00f6ntemleri: Yeni Ba\u015flayanlar \u0130\u00e7in Ad\u0131m Ad\u0131m Rehber<\/strong><\/p>\n<p>Yeni ba\u015flayanlar i\u00e7in en basit y\u00f6ntem, birden fazla <code class=\"language-\">LIKE<\/code> ko\u015fulunu <code class=\"language-\">OR<\/code> operat\u00f6r\u00fcyle birle\u015ftirmektir.  Bu, her bir de\u011feri ayr\u0131 ayr\u0131 kontrol etmemizi sa\u011flar.<\/p>\n<p><strong>\u00d6rnek:<\/strong>  <code class=\"language-\">urunler<\/code> adl\u0131 bir tablomuz olsun ve bu tabloda <code class=\"language-\">urun_adi<\/code> adl\u0131 bir s\u00fctun bulunsun.  &#8220;Elma&#8221;, &#8220;Armut&#8221; veya &#8220;Kiraz&#8221; i\u00e7eren \u00fcr\u00fcn isimlerini bulmak i\u00e7in a\u015fa\u011f\u0131daki sorguyu kullanabiliriz:<\/p>\n<pre class=\"language-sql\"><code>SELECT * FROM urunler WHERE urun_adi LIKE '%Elma%' OR urun_adi LIKE '%Armut%' OR urun_adi LIKE '%Kiraz%';<\/code><\/pre>\n<p>Bu sorgu, <code class=\"language-\">urun_adi<\/code> s\u00fctununda &#8220;Elma&#8221;, &#8220;Armut&#8221; veya &#8220;Kiraz&#8221; i\u00e7eren t\u00fcm sat\u0131rlar\u0131 getirecektir.  Ancak, \u00e7ok say\u0131da de\u011ferin kontrol edilmesi durumunda, bu y\u00f6ntemin okunabilirli\u011fi ve performans\u0131 d\u00fc\u015febilir.  Bu nedenle, daha geli\u015fmi\u015f tekniklere ihtiya\u00e7 duyabiliriz.<\/p>\n<p><strong>Birden Fazla De\u011feri Kontrol Etmenin Y\u00f6ntemleri: Orta Seviye Kullan\u0131c\u0131lar \u0130\u00e7in Ger\u00e7ek Hayat \u00d6rne\u011fi ve Optimizasyon \u0130pu\u00e7lar\u0131<\/strong><\/p>\n<p>Ger\u00e7ek hayatta, birden fazla de\u011feri kontrol etmemiz gereken bir\u00e7ok durumla kar\u015f\u0131la\u015fabiliriz. \u00d6rne\u011fin, bir e-ticaret sitesinin \u00fcr\u00fcn veritaban\u0131nda, belirli bir marka veya kategoriye ait \u00fcr\u00fcnleri listelemek isteyebiliriz.  Bu durumda, <code class=\"language-\">IN<\/code> operat\u00f6r\u00fcn\u00fc kullanmak daha verimli bir \u00e7\u00f6z\u00fcm olabilir.<\/p>\n<p><strong>\u00d6rnek:<\/strong>  A\u015fa\u011f\u0131daki sorgu,  <code class=\"language-\">marka<\/code> s\u00fctununda &#8220;Apple&#8221;, &#8220;Samsung&#8221; veya &#8220;Huawei&#8221; olan \u00fcr\u00fcnleri listeler:<\/p>\n<pre class=\"language-sql\"><code>SELECT * FROM urunler WHERE marka IN ('Apple', 'Samsung', 'Huawei');<\/code><\/pre>\n<p>Bu y\u00f6ntem, <code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fcn\u00fc birden fazla <code class=\"language-\">OR<\/code> ko\u015fuluyla kullanmaktan daha okunabilir ve genellikle daha performansl\u0131d\u0131r.  \u00d6zellikle, b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde \u00e7al\u0131\u015f\u0131rken, <code class=\"language-\">IN<\/code> operat\u00f6r\u00fcn\u00fcn performans avantaj\u0131 daha belirgin hale gelir.  Bununla birlikte, <code class=\"language-\">IN<\/code> listesindeki de\u011fer say\u0131s\u0131 \u00e7ok fazla ise, performans yine d\u00fc\u015febilir. Bu gibi durumlarda, a\u015fa\u011f\u0131da a\u00e7\u0131klanan ileri d\u00fczey teknikleri kullanmak daha faydal\u0131 olabilir.<\/p>\n<p><strong>PostgreSQL&#8217;de <code class=\"language-\">ANY<\/code> Operat\u00f6r\u00fc ile LIKE Kullan\u0131m\u0131:  Orta Seviye<\/strong><\/p>\n<p><code class=\"language-\">ANY<\/code> operat\u00f6r\u00fc, bir alt sorgu veya bir dizi de\u011ferden gelen herhangi bir de\u011fere kar\u015f\u0131 bir kar\u015f\u0131la\u015ft\u0131rma yapmam\u0131z\u0131 sa\u011flar. Bu, <code class=\"language-\">IN<\/code> operat\u00f6r\u00fcne benzer ancak daha esnektir.<\/p>\n<p><strong>\u00d6rnek:<\/strong>  <code class=\"language-\">aranacak_kelimeler<\/code> adl\u0131 bir tabloda aranacak kelimeler tutuldu\u011funu d\u00fc\u015f\u00fcnelim.  <code class=\"language-\">urunler<\/code> tablosunda bu kelimelerden herhangi birini i\u00e7eren \u00fcr\u00fcn isimlerini bulmak i\u00e7in a\u015fa\u011f\u0131daki sorguyu kullanabiliriz:<\/p>\n<pre class=\"language-sql\"><code>SELECT * FROM urunler\nWHERE urun_adi LIKE ANY (ARRAY['%Elma%', '%Armut%', '%Kiraz%']);<\/code><\/pre>\n<p>Bu sorgu, <code class=\"language-\">aranacak_kelimeler<\/code> tablosundan dinamik olarak kelimeleri \u00e7ekmemizi sa\u011flayacak \u015fekilde de geni\u015fletilebilir.<\/p>\n<p><strong>PostgreSQL&#8217;de Regex Kullan\u0131m\u0131: \u0130leri D\u00fczey Teknikler ve Performans Analizi<\/strong><\/p>\n<p><code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fc basit kal\u0131plar\u0131 yakalamak i\u00e7in uygundur, ancak daha karma\u015f\u0131k kal\u0131p e\u015fle\u015ftirmeleri i\u00e7in d\u00fczenli ifadeler (regex) kullanmak daha g\u00fc\u00e7l\u00fc ve esnek bir \u00e7\u00f6z\u00fcmd\u00fcr.  PostgreSQL&#8217;de <code class=\"language-\">~<\/code> operat\u00f6r\u00fc, regex e\u015fle\u015fmesini temsil eder.<\/p>\n<p><strong>\u00d6rnek:<\/strong>  Sadece &#8220;elma&#8221; kelimesini i\u00e7eren \u00fcr\u00fcn isimlerini bulmak i\u00e7in:<\/p>\n<pre class=\"language-sql\"><code>SELECT * FROM urunler WHERE urun_adi ~* 'elma';<\/code><\/pre>\n<p><code class=\"language-\">~*<\/code> operat\u00f6r\u00fc b\u00fcy\u00fck\/k\u00fc\u00e7\u00fck harf duyars\u0131z e\u015fle\u015fme sa\u011flar.<\/p>\n<p><strong>Performans Optimizasyonu:<\/strong> Regex i\u015flemleri <code class=\"language-\">LIKE<\/code>&#8216;a g\u00f6re daha yava\u015f olabilir.  \u00c7ok b\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde \u00e7al\u0131\u015f\u0131rken, regex kullan\u0131m\u0131n\u0131 dikkatlice de\u011ferlendirmeli ve m\u00fcmk\u00fcnse indeks kullanmal\u0131s\u0131n\u0131z.  Yanl\u0131\u015f yaz\u0131lm\u0131\u015f veya a\u015f\u0131r\u0131 karma\u015f\u0131k regex ifadeleri performans\u0131 ciddi \u015fekilde etkileyebilir.  <code class=\"language-\">EXPLAIN ANALYZE<\/code> komutunu kullanarak sorgular\u0131n\u0131z\u0131n performans\u0131n\u0131 analiz edebilirsiniz.  Bu, sorgunuzun hangi a\u015famalar\u0131nda zaman kaybetti\u011fini anlaman\u0131za yard\u0131mc\u0131 olur.<\/p>\n<p><strong>PostgreSQL&#8217;de Full Text Search (Tam Metin Arama): \u0130leri D\u00fczey \u00c7\u00f6z\u00fcmler<\/strong><\/p>\n<p>\u00c7ok say\u0131da kelimeyi i\u00e7eren bir arama i\u00e7in, PostgreSQL&#8217;in sundu\u011fu tam metin arama \u00f6zelli\u011fi olduk\u00e7a verimlidir.  Bu \u00f6zellik, kelimelerin konumunu ve \u00f6nemini dikkate alarak daha ak\u0131ll\u0131 arama sonu\u00e7lar\u0131 \u00fcretir.<\/p>\n<p><strong>\u00d6rnek:<\/strong>  Bir <code class=\"language-\">tsvector<\/code> s\u00fctunu olu\u015fturup, \u00fcr\u00fcn isimlerini indeksleyerek tam metin aramas\u0131 yapabilirsiniz.<\/p>\n<p><strong>Edge Case&#8217;ler ve Hata Ay\u0131klama<\/strong><\/p>\n<p><code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fcn\u00fc birden fazla de\u011ferle kullan\u0131rken, baz\u0131 \u00f6zel durumlara dikkat etmek \u00f6nemlidir.  \u00d6rne\u011fin, <code class=\"language-\">%<\/code> karakterini i\u00e7eren de\u011ferleri ararken, ka\u00e7\u0131\u015f karakterleri kullanman\u0131z gerekebilir.  Ayr\u0131ca, b\u00fcy\u00fck\/k\u00fc\u00e7\u00fck harf duyarl\u0131l\u0131\u011f\u0131na dikkat etmeli ve gerekirse b\u00fcy\u00fck\/k\u00fc\u00e7\u00fck harf duyars\u0131z e\u015fle\u015fme (<code class=\"language-\">ILIKE<\/code>) kullanmal\u0131s\u0131n\u0131z.  Hata ay\u0131klama i\u00e7in <code class=\"language-\">EXPLAIN ANALYZE<\/code> komutu ve PostgreSQL loglar\u0131n\u0131 kullanabilirsiniz.<\/p>\n<p><strong>Sonu\u00e7<\/strong><\/p>\n<p>PostgreSQL&#8217;de <code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fcn\u00fc birden fazla de\u011ferle kullanman\u0131n bir\u00e7ok yolu vard\u0131r.  En uygun y\u00f6ntem, veri setinizin b\u00fcy\u00fckl\u00fc\u011f\u00fcne, karma\u015f\u0131kl\u0131\u011f\u0131na ve performans gereksinimlerinize ba\u011fl\u0131d\u0131r.  Basit durumlarda <code class=\"language-\">OR<\/code> veya <code class=\"language-\">IN<\/code> operat\u00f6rlerini, daha karma\u015f\u0131k durumlarda ise regex veya tam metin arama \u00f6zelli\u011fini kullanabilirsiniz.  Her zaman performans\u0131n\u0131z\u0131 izleyin ve gerekti\u011finde indeksleme veya di\u011fer optimizasyon tekniklerini uygulay\u0131n.<\/p>\n<p><strong>S\u0131k\u00e7a Sorulan Sorular:<\/strong><\/p>\n<p>1. <strong><code class=\"language-\">LIKE<\/code> ve <code class=\"language-\">ILIKE<\/code> aras\u0131ndaki fark nedir?<\/strong> <code class=\"language-\">LIKE<\/code> b\u00fcy\u00fck\/k\u00fc\u00e7\u00fck harf duyarl\u0131d\u0131r, <code class=\"language-\">ILIKE<\/code> ise b\u00fcy\u00fck\/k\u00fc\u00e7\u00fck harf duyars\u0131zd\u0131r.<\/p>\n<p>2. <strong><code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fcn\u00fcn performans\u0131n\u0131 nas\u0131l art\u0131rabilirim?<\/strong> \u0130ndeksleme, uygun veri tipi se\u00e7imi ve sorgu optimizasyonu performans\u0131 art\u0131rabilir.  <code class=\"language-\">EXPLAIN ANALYZE<\/code> komutunu kullanarak sorgular\u0131n\u0131z\u0131 analiz edebilirsiniz.<\/p>\n<p>3. <strong>\u00c7ok say\u0131da <code class=\"language-\">LIKE<\/code> ko\u015fuluyla performans sorunlar\u0131 ya\u015f\u0131yorsam ne yapmal\u0131y\u0131m?<\/strong> <code class=\"language-\">IN<\/code> operat\u00f6r\u00fcn\u00fc, regex&#8217;i veya tam metin aramay\u0131 deneyebilirsiniz.<\/p>\n<p>4. <strong><code class=\"language-\">LIKE<\/code> operat\u00f6r\u00fcnde \u00f6zel karakterleri nas\u0131l kullanabilirim?<\/strong> \u00d6zel karakterleri ka\u00e7\u0131\u015f karakteri (<code class=\"language-\">\\<\/code>) kullanarak kullanabilirsiniz.<\/p>\n<p>5.  <strong>PostgreSQL performans optimizasyonu hakk\u0131nda daha fazla bilgi nerede bulabilirim?<\/strong>  [fatihsoysal.com](https:\/\/fatihsoysal.com) adresinden daha fazla bilgi edinebilirsiniz.<\/p>\n<p>Yazar: Fatih Soysal<\/p>\n","protected":false},"excerpt":{"rendered":"# PostgreSQL&#8217;de LIKE Operat\u00f6r\u00fcn\u00fc Birden Fazla De\u011ferle Kullanma PostgreSQL veritaban\u0131n\u0131zda belirli bir kal\u0131ba uyan \u00e7ok say\u0131da kayd\u0131 h\u0131zl\u0131&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":[644],"tags":[],"class_list":{"0":"post-27407","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-postgresql","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) - 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