{"id":22395,"date":"2025-05-28T11:15:16","date_gmt":"2025-05-28T08:15:16","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/mysql-verilerinizi-gercek-zamanli-olarak-iceberge-aktarma\/"},"modified":"2025-05-28T11:15:16","modified_gmt":"2025-05-28T08:15:16","slug":"mysql-verilerinizi-gercek-zamanli-olarak-iceberge-aktarma","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/mysql-verilerinizi-gercek-zamanli-olarak-iceberge-aktarma\/","title":{"rendered":"MySQL Verilerinizi Ger\u00e7ek Zamanl\u0131 Olarak Iceberg&#8217;e Aktarma"},"content":{"rendered":"<p>MySQL Verilerinizi Ger\u00e7ek Zamanl\u0131 Olarak Iceberg&#8217;e Aktarma<\/p>\n<p>Merhaba, ben Fatih Soysal. Bu makalede, MySQL veritaban\u0131n\u0131zdaki verileri ger\u00e7ek zamanl\u0131 olarak Iceberg tablonuza nas\u0131l aktarabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m.  Iceberg&#8217;in sundu\u011fu performans ve \u00f6l\u00e7eklenebilirlik avantajlar\u0131ndan yararlanarak verilerinizi daha etkili bir \u015fekilde y\u00f6netmeyi \u00f6\u011freneceksiniz.  Bu i\u015flem, b\u00fcy\u00fck veri i\u015fleme s\u00fcre\u00e7lerinizde \u00f6nemli bir iyile\u015ftirme sa\u011flayabilir.<\/p>\n<h2>Neden Ger\u00e7ek Zamanl\u0131 Entegrasyon?<\/h2>\n<p>Verilerinizi ger\u00e7ek zamanl\u0131 olarak Iceberg&#8217;e aktarmak, bir\u00e7ok avantaj sunar. \u00d6ncelikle, verileriniz her zaman g\u00fcncel olur. Bu, karar verme s\u00fcre\u00e7lerinizi h\u0131zland\u0131r\u0131r ve daha do\u011fru analizler yapman\u0131za olanak tan\u0131r.  Ayr\u0131ca, veri g\u00f6l\u00fc yakla\u015f\u0131m\u0131n\u0131n sundu\u011fu esneklikten yararlanarak verilerinizi farkl\u0131 \u015fekillerde analiz edebilirsiniz.  Bunun yan\u0131 s\u0131ra, verilerin s\u00fcrekli olarak g\u00fcncellenmesi sayesinde,  raporlama ve analiz i\u015flemlerinde g\u00fcncel bilgilere sahip olursunuz.  Son olarak,  i\u015fletmenizdeki \u00e7e\u015fitli uygulamalar i\u00e7in g\u00fcncel ve do\u011fru verilere eri\u015fim sa\u011flar.<\/p>\n<h2>Gerekli Ara\u00e7lar ve Kurulum<\/h2>\n<p>Bu i\u015flemi ger\u00e7ekle\u015ftirmek i\u00e7in a\u015fa\u011f\u0131daki ara\u00e7lara ihtiyac\u0131n\u0131z olacak:<\/p>\n<ul>\n<li>MySQL Veritaban\u0131<\/li>\n<li>Apache Kafka (veya benzeri bir mesaj kuyru\u011fu sistemi)<\/li>\n<li>Iceberg<\/li>\n<li>Spark (veya Iceberg&#8217;i destekleyen ba\u015fka bir i\u015flemci)<\/li>\n<li>JDBC ba\u011flay\u0131c\u0131s\u0131 (MySQL i\u00e7in)<\/li>\n<\/ul>\n<p>\u00d6ncelikle, MySQL veritaban\u0131n\u0131za ba\u011flanabilecek ve verileri okuyabilecek bir Spark uygulamas\u0131 olu\u015fturman\u0131z gerekiyor.  Ard\u0131ndan, Kafka&#8217;y\u0131 kullanarak verileri ger\u00e7ek zamanl\u0131 olarak i\u015fleyebilirsiniz.  Son olarak, Spark&#8217;\u0131 kullanarak Iceberg tablonuza verileri yazman\u0131z gerekir.  Bu i\u015flemler i\u00e7in detayl\u0131 kod \u00f6rneklerini a\u015fa\u011f\u0131da bulabilirsiniz.<\/p>\n<h2>Ad\u0131m Ad\u0131m Uygulama<\/h2>\n<p>\u0130\u015fte MySQL&#8217;den Iceberg&#8217;e ger\u00e7ek zamanl\u0131 veri aktar\u0131m\u0131 i\u00e7in ad\u0131m ad\u0131m bir rehber:<\/p>\n<h3>1. MySQL Trigger&#8217;\u0131 Olu\u015fturma<\/h3>\n<p>MySQL veritaban\u0131n\u0131zda, verileriniz de\u011fi\u015fti\u011finde (ekleme, g\u00fcncelleme veya silme)  Kafka&#8217;ya bir mesaj g\u00f6nderen bir trigger olu\u015fturman\u0131z gerekir. Bu trigger,  verilerinizdeki de\u011fi\u015fiklikleri yakalar ve Kafka&#8217;ya iletir.<\/p>\n<p><code><\/p>\n<pre>\n<code>\n-- MySQL Trigger \u00f6rne\u011fi\nDELIMITER \/\/\nCREATE TRIGGER my_trigger\nAFTER INSERT ON my_table\nFOR EACH ROW\nBEGIN\n    -- Kafka'ya mesaj g\u00f6nderme i\u015flemi burada ger\u00e7ekle\u015fir.\n    -- \u00d6rne\u011fin, bir Java uygulamas\u0131 kullanarak Kafka'ya mesaj g\u00f6nderebilirsiniz.\nEND \/\/\nDELIMITER ;\n<\/code>\n<\/pre>\n<p><\/code><\/p>\n<h3>2. Kafka Konfig\u00fcrasyonu<\/h3>\n<p>Kafka&#8217;y\u0131 kurman\u0131z ve ilgili konular\u0131 (topic) olu\u015fturman\u0131z gerekir. Trigger, verileri bu konulara g\u00f6nderecektir.  Kafka&#8217;n\u0131n do\u011fru \u015fekilde \u00e7al\u0131\u015ft\u0131\u011f\u0131ndan emin olun.  Performans ve \u00f6l\u00e7eklenebilirlik a\u00e7\u0131s\u0131ndan do\u011fru konfig\u00fcrasyon \u00e7ok \u00f6nemlidir.<\/p>\n<h3>3. Spark \u0130\u015flemi<\/h3>\n<p>Spark uygulaman\u0131z, Kafka&#8217;dan gelen verileri okuyarak Iceberg tablonuza yazar.  Bu i\u015flem i\u00e7in Spark&#8217;\u0131n Iceberg ba\u011flay\u0131c\u0131s\u0131n\u0131 kullanman\u0131z gerekir.  A\u015fa\u011f\u0131da Spark uygulamas\u0131n\u0131n temel yap\u0131s\u0131 g\u00f6sterilmi\u015ftir.<\/p>\n<p><code><\/p>\n<pre>\n<code>\n\/\/ Spark uygulamas\u0131 \u00f6rne\u011fi (Scala)\nval df = spark.readStream\n  .format(\"kafka\")\n  .option(\"kafka.bootstrap.servers\", \"localhost:9092\")\n  .option(\"subscribe\", \"my_topic\")\n  .load()\n\nval icebergTable = \"my_iceberg_table\"\n\ndf.writeStream\n  .format(\"iceberg\")\n  .option(\"path\", icebergTable)\n  .start()\n<\/code>\n<\/pre>\n<p><\/code><\/p>\n<h3>4. Iceberg Tablosu Olu\u015fturma<\/h3>\n<p>Iceberg tablonuzu Spark kullanarak olu\u015fturman\u0131z gerekecek.  Tablonuzun \u015femas\u0131n\u0131 ve veri t\u00fcrlerini do\u011fru bir \u015fekilde tan\u0131mlay\u0131n.  Bu ad\u0131m, verilerinizin do\u011fru bir \u015fekilde Iceberg&#8217;e yaz\u0131lmas\u0131n\u0131 sa\u011flar.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Bu makalede, MySQL verilerinizi ger\u00e7ek zamanl\u0131 olarak Iceberg&#8217;e aktarmak i\u00e7in gerekli ad\u0131mlar\u0131 a\u00e7\u0131klad\u0131m.  Bu y\u00f6ntem,  verilerinizi daha etkili bir \u015fekilde y\u00f6netmenizi ve b\u00fcy\u00fck veri analizi s\u00fcre\u00e7lerinizi iyile\u015ftirmenizi sa\u011flar.  Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.  Herhangi bir sorunuz olursa, bana ula\u015fmaktan \u00e7ekinmeyin!<\/p>\n<p>Umar\u0131m bu makale faydal\u0131 olmu\u015ftur.  Ba\u015far\u0131lar!<\/p>\n<p>#Etiketler: MySQL, Iceberg, Ger\u00e7ek Zamanl\u0131, Veri Ak\u0131\u015f\u0131, Kafka, Spark, B\u00fcy\u00fck Veri, Veri G\u00f6l\u00fc, Veri Entegrasyonu,  Data Streaming, Real-time Data, Data Lake,  Data Integration<\/p>\n","protected":false},"excerpt":{"rendered":"MySQL Verilerinizi Ger\u00e7ek Zamanl\u0131 Olarak Iceberg&#8217;e Aktarma Merhaba, ben Fatih Soysal. Bu makalede, MySQL veritaban\u0131n\u0131zdaki verileri ger\u00e7ek zamanl\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":[1],"tags":[],"class_list":{"0":"post-22395","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>MySQL Verilerinizi Ger\u00e7ek Zamanl\u0131 Olarak Iceberg&#039;e Aktarma<\/title>\n<meta name=\"description\" content=\"Merhaba, ben Fatih Soysal. Bu makalede, MySQL veritaban\u0131n\u0131zdaki verileri ger\u00e7ek zamanl\u0131 olarak Iceberg tablonuza nas\u0131l aktarabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Iceberg&#039;in sundu\u011fu performans ve \u00f6l\u00e7eklenebilirlik avantajlar\u0131ndan yararlanarak verilerinizi daha etkili bir \u015fekilde y\u00f6netmeyi \u00f6\u011freneceksiniz. Bu i\u015flem, b\u00fcy\u00fck veri i\u015fleme s\u00fcre\u00e7lerinizde \u00f6nemli bir iyile\u015ftirme sa\u011flayabilir.\" \/>\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\/mysql-verilerinizi-gercek-zamanli-olarak-iceberge-aktarma\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MySQL Verilerinizi Ger\u00e7ek Zamanl\u0131 Olarak Iceberg&#039;e Aktarma\" \/>\n<meta property=\"og:description\" content=\"Merhaba, ben Fatih Soysal. Bu makalede, MySQL veritaban\u0131n\u0131zdaki verileri ger\u00e7ek zamanl\u0131 olarak Iceberg tablonuza nas\u0131l aktarabilece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131m. Iceberg&#039;in sundu\u011fu performans ve \u00f6l\u00e7eklenebilirlik avantajlar\u0131ndan yararlanarak verilerinizi daha etkili bir \u015fekilde y\u00f6netmeyi \u00f6\u011freneceksiniz. 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