{"id":10779,"date":"2024-05-19T04:04:25","date_gmt":"2024-05-19T01:04:25","guid":{"rendered":"https:\/\/sunucun.com.tr\/bilgi\/?post_type=dt_articles&#038;p=10779"},"modified":"2026-02-06T22:10:53","modified_gmt":"2026-02-06T19:10:53","slug":"aws-glue-nedir-ne-ise-yarar","status":"publish","type":"post","link":"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/","title":{"rendered":"Aws Glue Nedir Ne \u0130\u015fe Yarar 5 Ad\u0131mda G\u00f6sterim"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/#Amazon_Glue_AWSnin_Tam_Yonetilen_ETL_Hizmeti\" >Amazon Glue: AWS&#8217;nin Tam Y\u00f6netilen ETL Hizmeti<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/#Neden_Amazon_Glue_Kullanilmali\" >Neden Amazon Glue Kullan\u0131lmal\u0131?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/#Amazon_Glue_Nasil_Kullanilir\" >Amazon Glue Nas\u0131l Kullan\u0131l\u0131r?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/#Amazon_Gluenun_Ana_Bilesenleri\" >Amazon Glue&#8217;nun Ana Bile\u015fenleri<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/#Amazon_Gluenun_Onemi\" >Amazon Glue&#8217;nun \u00d6nemi<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/sunucun.com.tr\/blog\/aws-glue-nedir-ne-ise-yarar\/#Sonuc\" >Sonu\u00e7<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Amazon_Glue_AWSnin_Tam_Yonetilen_ETL_Hizmeti\"><\/span>Amazon Glue: AWS&#8217;nin Tam Y\u00f6netilen ETL Hizmeti<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Amazon Glue, Amazon Web Services (AWS) taraf\u0131ndan sunulan tam y\u00f6netilen bir ETL (extract, transform, load &#8211; \u00e7\u0131kar, d\u00f6n\u00fc\u015ft\u00fcr, y\u00fckle) hizmetidir. Glue, verileri analiz, makine \u00f6\u011frenimi ve uygulama geli\u015ftirme i\u00e7in haz\u0131rlama ve d\u00f6n\u00fc\u015ft\u00fcrme i\u015flemlerini kolayla\u015ft\u0131rma amac\u0131yla tasarlanm\u0131\u015ft\u0131r. Bu hizmet, veri haz\u0131rlama s\u00fcrecinin b\u00fcy\u00fck bir k\u0131sm\u0131n\u0131 otomatikle\u015ftirerek, kullan\u0131c\u0131lar\u0131n verilerinden i\u00e7g\u00f6r\u00fcler elde etmeye odaklanmalar\u0131n\u0131 sa\u011flar. Ayr\u0131ca, Glue\u2019nun sa\u011flad\u0131\u011f\u0131 otomasyon, veri s\u00fcre\u00e7lerinde tutarl\u0131l\u0131\u011f\u0131 art\u0131r\u0131r ve operasyonel verimlili\u011fi destekler.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Neden_Amazon_Glue_Kullanilmali\"><\/span>Neden Amazon Glue Kullan\u0131lmal\u0131?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Otomasyon:<\/strong> Glue, verilerin ke\u015ffi, kataloglanmas\u0131, temizlenmesi, d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi ve zenginle\u015ftirilmesi s\u00fcre\u00e7lerini otomatikle\u015ftirir, b\u00f6ylece manuel olarak yap\u0131lan i\u015flemleri b\u00fcy\u00fck \u00f6l\u00e7\u00fcde azalt\u0131r. Bu otomasyon, veri m\u00fchendislerinin zamandan tasarruf etmelerini ve daha karma\u015f\u0131k veri analizi g\u00f6revlerine odaklanmalar\u0131n\u0131 sa\u011flar.<\/p>\n<p><strong>Kullan\u0131m Kolayl\u0131\u011f\u0131:<\/strong> Hem kod tabanl\u0131 hem de g\u00f6rsel ETL i\u015f ak\u0131\u015flar\u0131n\u0131 destekleyen kullan\u0131c\u0131 dostu bir aray\u00fcz sunar, bu sayede geni\u015f bir kullan\u0131c\u0131 kitlesi taraf\u0131ndan eri\u015filebilir olur. Glue, Python ve Scala dillerinde kod yazma esnekli\u011fi sunarken, ayn\u0131 zamanda g\u00f6rsel ara\u00e7larla ETL s\u00fcre\u00e7lerinin h\u0131zl\u0131 bir \u015fekilde olu\u015fturulmas\u0131na olanak tan\u0131r.<\/p>\n<p><strong>\u00d6l\u00e7eklenebilirlik:<\/strong> Glue, herhangi bir boyuttaki veriyi i\u015fleyebilecek \u015fekilde \u00f6l\u00e7eklenebilir, bu da ETL i\u015flemlerinin veri ihtiya\u00e7lar\u0131na g\u00f6re b\u00fcy\u00fcyebilece\u011fi anlam\u0131na gelir. Glue, de\u011fi\u015fen veri hacimleriyle kolayca ba\u015fa \u00e7\u0131kabilir, bu da b\u00fcy\u00fck veri projelerinde \u00f6nemli bir avantaj sa\u011flar.<\/p>\n<p><strong>Entegrasyon:<\/strong> Amazon S3, RDS, Redshift ve Athena gibi di\u011fer AWS hizmetleri ile sorunsuz bir \u015fekilde entegre olur, b\u00f6ylece verilerin AWS ekosisteminde kolayca ta\u015f\u0131nmas\u0131n\u0131 sa\u011flar. Bu entegrasyon, verilerin sorunsuz bir \u015fekilde i\u015flenmesini ve analiz edilmesini m\u00fcmk\u00fcn k\u0131lar, bu da veri odakl\u0131 karar verme s\u00fcre\u00e7lerini h\u0131zland\u0131r\u0131r.<\/p>\n<p><strong>Maliyet Etkinli\u011fi:<\/strong> Sunucusuz bir hizmet olarak Glue, altyap\u0131 y\u00f6netme gereksinimini ortadan kald\u0131r\u0131r ve sadece kullan\u0131lan kaynaklar i\u00e7in \u00f6deme yap\u0131l\u0131r. Bu maliyet etkinli\u011fi, Glue&#8217;yu \u00f6zellikle b\u00fct\u00e7e k\u0131s\u0131tlamas\u0131 olan projeler i\u00e7in cazip bir se\u00e7enek haline getirir.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Amazon_Glue_Nasil_Kullanilir\"><\/span>Amazon Glue Nas\u0131l Kullan\u0131l\u0131r?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Veri Kataloglama:<\/strong> Glue Veri Katalo\u011funu kullanarak veri kaynaklar\u0131n\u0131z hakk\u0131nda otomatik olarak meta verileri ke\u015ffedin ve kataloglay\u0131n. Bu, veritabanlar\u0131 ve meta veri bilgilerini depolayan tablolar olu\u015fturmay\u0131 i\u00e7erir. Veri katalo\u011fu, verilerinizi d\u00fczenli tutman\u0131z\u0131 ve farkl\u0131 veri kaynaklar\u0131 aras\u0131nda kolayca arama yapman\u0131z\u0131 sa\u011flar.<\/p>\n<p><strong>ETL \u0130\u015fleri Olu\u015fturma:<\/strong> Verileri kaynak sistemlerden \u00e7\u0131karan, i\u015f kurallar\u0131n\u0131za g\u00f6re d\u00f6n\u00fc\u015ft\u00fcren ve hedef veri deposuna y\u00fckleyen ETL i\u015fleri olu\u015fturun. Bu i\u015flemi Glue\u2019nun kod tabanl\u0131 veya g\u00f6rsel aray\u00fczleri ile ger\u00e7ekle\u015ftirebilirsiniz. Glue&#8217;nun sundu\u011fu esnek yap\u0131, kullan\u0131c\u0131lar\u0131n ihtiya\u00e7lar\u0131na g\u00f6re \u00f6zelle\u015ftirilmi\u015f veri i\u015fleme i\u015f ak\u0131\u015flar\u0131 olu\u015fturmas\u0131na olanak tan\u0131r.<\/p>\n<p><strong>\u0130\u015fleri \u00c7al\u0131\u015ft\u0131rma:<\/strong> ETL i\u015flerinizi zamanlay\u0131n ve \u00e7al\u0131\u015ft\u0131r\u0131n. Glue, i\u015fleri \u00e7al\u0131\u015ft\u0131rmak i\u00e7in gerekli altyap\u0131y\u0131 sa\u011flar ve y\u00f6netir. Bu, ETL s\u00fcre\u00e7lerinizin zaman\u0131nda ve sorunsuz bir \u015fekilde \u00e7al\u0131\u015fmas\u0131n\u0131 garanti eder.<\/p>\n<p><strong>\u0130zleme ve Hata Ay\u0131klama:<\/strong> Glue konsolunu kullanarak i\u015flerinizi izleyin ve ortaya \u00e7\u0131kan sorunlar\u0131 giderin. Glue, i\u015f performans\u0131n\u0131 izlemek ve sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in loglar ve metrikler sa\u011flar. Bu \u00f6zellik, veri s\u00fcre\u00e7lerinin sorunsuz i\u015flemesini sa\u011flamak i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n<p><strong>Veri Sorgulama:<\/strong> ETL s\u00fcrecinden sonra, d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f verileri Amazon Athena gibi hizmetlerle sorgulayabilir veya Amazon Redshift gibi bir veri ambar\u0131na y\u00fckleyerek daha fazla analiz yapabilirsiniz. Bu analizler, verilerinizden maksimum de\u011fer elde etmenizi sa\u011flar.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Amazon_Gluenun_Ana_Bilesenleri\"><\/span>Amazon Glue&#8217;nun Ana Bile\u015fenleri<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Glue Veri Katalo\u011fu:<\/strong> Veri kaynaklar\u0131, \u015femalar ve d\u00f6n\u00fc\u015f\u00fcmler hakk\u0131nda bilgi depolayan merkezi bir meta veri deposu. Veri katalo\u011fu, veri m\u00fchendislerinin ve analistlerin veri kaynaklar\u0131n\u0131 kolayca ke\u015ffetmesini ve y\u00f6netmesini sa\u011flar.<\/p>\n<p><strong>Crawlerlar:<\/strong> Veri kaynaklar\u0131n\u0131 tarayan, meta verileri \u00e7\u0131karan ve Glue Veri Katalo\u011funu dolduran otomatik s\u00fcre\u00e7ler. Crawlerlar, veri kaynaklar\u0131ndaki de\u011fi\u015fiklikleri otomatik olarak alg\u0131lar ve katalo\u011fu g\u00fcnceller, bu da verilerin her zaman g\u00fcncel kalmas\u0131n\u0131 sa\u011flar.<\/p>\n<p><strong>ETL \u0130\u015fleri:<\/strong> ETL i\u015flemlerini ger\u00e7ekle\u015ftiren, Python veya Scala ile yaz\u0131lm\u0131\u015f ve Glue taraf\u0131ndan otomatik olarak olu\u015fturulabilen komut dosyalar\u0131 veya i\u015f ak\u0131\u015flar\u0131. ETL i\u015fleri, verilerinizi kaynaklardan al\u0131p, gerekli d\u00f6n\u00fc\u015f\u00fcmleri yaparak, hedef sistemlere y\u00fckler.<\/p>\n<p><strong>Tetikleyiciler:<\/strong> Belirli ko\u015fullar veya zaman aral\u0131klar\u0131na g\u00f6re ETL i\u015flerinin \u00e7al\u0131\u015fmas\u0131n\u0131 zamanlamak ve otomatikle\u015ftirmek i\u00e7in kullan\u0131lan mekanizmalar. Tetikleyiciler, ETL s\u00fcre\u00e7lerinin otomatik olarak ba\u015flamas\u0131n\u0131 ve y\u00f6netilmesini sa\u011flar.<\/p>\n<p><strong>Geli\u015ftirme U\u00e7 Noktalar\u0131:<\/strong> ETL komut dosyalar\u0131n\u0131 etkile\u015fimli olarak geli\u015ftirmek ve test etmek i\u00e7in kullan\u0131lan ortamlar. Geli\u015ftirme u\u00e7 noktalar\u0131, ETL i\u015f ak\u0131\u015flar\u0131n\u0131n do\u011frulu\u011funu ve etkinli\u011fini test etmek i\u00e7in kullan\u0131l\u0131r.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Amazon_Gluenun_Onemi\"><\/span>Amazon Glue&#8217;nun \u00d6nemi<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Veri Haz\u0131rlamay\u0131 Kolayla\u015ft\u0131r\u0131r:<\/strong> Veri ke\u015ffi, kataloglama ve d\u00f6n\u00fc\u015ft\u00fcrme gibi zahmetli g\u00f6revleri otomatikle\u015ftirerek veri haz\u0131rlamay\u0131 daha h\u0131zl\u0131 ve kolay hale getirir. Bu, veri m\u00fchendislerinin i\u015flerini daha verimli bir \u015fekilde yapmalar\u0131na olanak tan\u0131r.<\/p>\n<p><strong>Veri Tutarl\u0131l\u0131\u011f\u0131n\u0131 Art\u0131r\u0131r:<\/strong> Meta verilerin tutarl\u0131 bir \u015fekilde y\u00f6netilmesini ve organizasyon genelinde eri\u015filebilir olmas\u0131n\u0131 sa\u011flar, b\u00f6ylece veri y\u00f6netimi ve uyumluluk iyile\u015ftirilir. Tutarl\u0131 veri y\u00f6netimi, analizlerin do\u011frulu\u011funu art\u0131r\u0131r ve i\u015f kararlar\u0131n\u0131n g\u00fcvenilirli\u011fini sa\u011flar.<\/p>\n<p><strong>\u00dcretkenli\u011fi Art\u0131r\u0131r:<\/strong> Veri m\u00fchendisleri ve analistlerin ETL altyap\u0131s\u0131n\u0131 y\u00f6netmek yerine veri analizi yapmaya odaklanmas\u0131n\u0131 sa\u011flar. Glue, operasyonel y\u00fck\u00fc azaltarak, kullan\u0131c\u0131lar\u0131n daha stratejik g\u00f6revlere odaklanmas\u0131na olanak tan\u0131r.<\/p>\n<p><strong>Ger\u00e7ek Zamanl\u0131 Analitik:<\/strong> Ger\u00e7ek zamanl\u0131 veri i\u015fleme ve d\u00f6n\u00fc\u015ft\u00fcrme i\u015flemlerini kolayla\u015ft\u0131rarak modern veri analiti\u011fi ve makine \u00f6\u011frenimi i\u015f ak\u0131\u015flar\u0131n\u0131 destekler. Bu \u00f6zellik, h\u0131zla de\u011fi\u015fen veri ortamlar\u0131nda h\u0131zl\u0131 kararlar almay\u0131 m\u00fcmk\u00fcn k\u0131lar.<\/p>\n<p><strong>Maliyet Verimlili\u011fi:<\/strong> ETL altyap\u0131s\u0131n\u0131 y\u00f6netme y\u00fck\u00fcn\u00fc azalt\u0131r, \u00e7\u00fcnk\u00fc sadece kullan\u0131lan kaynaklar i\u00e7in \u00f6deme yap\u0131l\u0131r, maliyetler ger\u00e7ek kullan\u0131m ile uyumlu hale gelir. Bu, \u00f6zellikle b\u00fcy\u00fck veri projelerinde maliyetlerin kontrol alt\u0131nda tutulmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Sonuc\"><\/span>Sonu\u00e7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Amazon Glue, AWS ekosisteminde ETL s\u00fcre\u00e7lerini otomatikle\u015ftirme ve y\u00f6netme i\u015flemlerini basitle\u015ftirir ve h\u0131zland\u0131r\u0131r. Otomasyon, tutarl\u0131l\u0131k ve yeniden kullan\u0131labilirlik \u00f6zellikleri sayesinde, Glue kullan\u0131c\u0131lar\u0131n veri haz\u0131rlama s\u00fcrecindeki manuel i\u015fleri azaltarak veri analizine odaklanmalar\u0131na olanak tan\u0131r. Bu, i\u015fletmelerin veri s\u00fcre\u00e7lerini optimize ederek daha h\u0131zl\u0131 ve g\u00fcvenilir kararlar almas\u0131n\u0131 sa\u011flar.<\/p>\n<p>Daha fazla bilgi i\u00e7in resmi sayfay\u0131 ziyaret edebilirsiniz: <a href=\"https:\/\/www.sunucun.com.tr\/blog\/dt-articles\/aws-glue-nedir-ne-ise-yarar\/\">AWS Glue Nedir ve Ne \u0130\u015fe Yarar?<\/a><\/p>\n<p><!-- Alternatif Metin --><!-- Title: Amazon Glue - ETL Hizmeti --><!-- Caption: AWS'nin Otomatikle\u015ftirilmi\u015f ETL \u00c7\u00f6z\u00fcm\u00fc --><!-- Description: Amazon Glue, veri haz\u0131rlama ve d\u00f6n\u00fc\u015ft\u00fcrme s\u00fcre\u00e7lerini otomatikle\u015ftirerek veri analizine odaklanman\u0131z\u0131 sa\u011flar. AWS ekosisteminde sorunsuz entegrasyon sunar. --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Amazon Glue: AWS&#8217;nin Tam Y\u00f6netilen ETL Hizmeti Amazon Glue, Amazon Web Services (AWS) taraf\u0131ndan sunulan tam y\u00f6netilen bir ETL (extract, transform, load &#8211; \u00e7\u0131kar, d\u00f6n\u00fc\u015ft\u00fcr, y\u00fckle) hizmetidir. Glue, verileri analiz, makine \u00f6\u011frenimi ve uygulama geli\u015ftirme i\u00e7in haz\u0131rlama ve d\u00f6n\u00fc\u015ft\u00fcrme i\u015flemlerini kolayla\u015ft\u0131rma amac\u0131yla tasarlanm\u0131\u015ft\u0131r. Bu hizmet, veri haz\u0131rlama s\u00fcrecinin b\u00fcy\u00fck bir k\u0131sm\u0131n\u0131 otomatikle\u015ftirerek, kullan\u0131c\u0131lar\u0131n verilerinden i\u00e7g\u00f6r\u00fcler&hellip;<\/p>\n","protected":false},"author":1,"featured_media":10718,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[1521],"tags":[1527],"class_list":["post-10779","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-teknoloji"],"_links":{"self":[{"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/posts\/10779","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/comments?post=10779"}],"version-history":[{"count":1,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/posts\/10779\/revisions"}],"predecessor-version":[{"id":20023,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/posts\/10779\/revisions\/20023"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/media\/10718"}],"wp:attachment":[{"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/media?parent=10779"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/categories?post=10779"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sunucun.com.tr\/blog\/wp-json\/wp\/v2\/tags?post=10779"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}