{"id":12549,"date":"2025-02-15T16:00:13","date_gmt":"2025-02-15T13:00:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/"},"modified":"2025-02-15T16:00:13","modified_gmt":"2025-02-15T13:00:13","slug":"10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/","title":{"rendered":"10.000 TL&#8217;lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL&#8217;ye Nas\u0131l \u0130ndirdim?"},"content":{"rendered":"<p><body><\/p>\n<p>10.000 TL&#8217;lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL&#8217;ye Nas\u0131l \u0130ndirdim?<\/p>\n<p>Merhaba! Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow&#8217;u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m.  \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL&#8217;lik  devasa bir fatura \u00f6d\u00fcyorduk.  Ancak,  Airflow&#8217;a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL&#8217;ye d\u00fc\u015f\u00fcrd\u00fck.  Bu makalede, bu ba\u015far\u0131 hikayesini ad\u0131m ad\u0131m sizinle payla\u015faca\u011f\u0131m.<\/p>\n<h2>Sorunun Tan\u0131m\u0131: Kontrols\u00fcz AWS Glue Kullan\u0131m\u0131<\/h2>\n<p>Ba\u015flang\u0131\u00e7ta, AWS Glue&#8217;yu olduk\u00e7a verimsiz bir \u015fekilde kullan\u0131yorduk.  \u0130\u015flerimizi d\u00fczensiz bir \u015fekilde \u00e7al\u0131\u015ft\u0131r\u0131yor, gereksiz kaynak t\u00fcketimine yol a\u00e7\u0131yorduk.  \u00d6rne\u011fin, i\u015flerimiz genellikle gere\u011finden uzun s\u00fcre \u00e7al\u0131\u015f\u0131yordu ve bekleme s\u00fcreleri olduk\u00e7a fazlayd\u0131.  Sonu\u00e7 olarak,  fazla maliyet olu\u015fuyordu.  Bu durumu \u00e7\u00f6zmek i\u00e7in daha etkili ve maliyet a\u00e7\u0131s\u0131ndan verimli bir \u00e7\u00f6z\u00fcm aray\u0131\u015f\u0131na girdik.<\/p>\n<h2>\u00c7\u00f6z\u00fcm: Apache Airflow ile Daha Ak\u0131ll\u0131 \u0130\u015f Y\u00f6netimi<\/h2>\n<p>\u0130\u015fte devreye Airflow giriyor.  Airflow, i\u015f ak\u0131\u015flar\u0131m\u0131z\u0131 otomatikle\u015ftirmemize ve optimize etmemize olanak tan\u0131yan a\u00e7\u0131k kaynakl\u0131 bir i\u015f planlama arac\u0131d\u0131r.  Airflow ile,  i\u015flerimizin \u00e7al\u0131\u015ft\u0131r\u0131lma zamanlar\u0131n\u0131,  kullan\u0131lacak kaynaklar\u0131 ve di\u011fer parametreleri hassas bir \u015fekilde kontrol edebiliyoruz.  \u00d6rne\u011fin,  i\u015flerimizi d\u00fc\u015f\u00fck yo\u011funluklu zamanlarda \u00e7al\u0131\u015ft\u0131rarak maliyetleri \u00f6nemli \u00f6l\u00e7\u00fcde azaltabiliyoruz.<\/p>\n<h2>Uygulama: Ad\u0131m Ad\u0131m Airflow Entegrasyonu<\/h2>\n<p>\u0130lk ad\u0131m, Airflow ortam\u0131n\u0131 kurmak ve AWS Glue ile entegre etmek oldu.  Bu,  birka\u00e7 basit ad\u0131mda ger\u00e7ekle\u015ftirilebilir. Daha sonra, AWS Glue i\u015flerimizi Airflow&#8217;a ta\u015f\u0131d\u0131k.  Airflow&#8217;un g\u00fc\u00e7l\u00fc i\u015f ak\u0131\u015f\u0131 y\u00f6netimi yeteneklerini kullanarak,  i\u015flerimizi daha verimli bir \u015fekilde planlad\u0131k.  \u00d6rne\u011fin,  paralel i\u015flemeyi kullanarak i\u015f s\u00fcrelerini k\u0131saltt\u0131k.  Ayn\u0131 zamanda,  gereksiz i\u015fleri tamamen kald\u0131rd\u0131k.  Bu sayede,  kaynak t\u00fcketimini \u00f6nemli \u00f6l\u00e7\u00fcde azaltmay\u0131 ba\u015fard\u0131k.<\/p>\n<h3>\u00d6nemli Kod \u00d6rnekleri (Python):<\/h3>\n<pre><code>\n# \u00d6rnek Airflow g\u00f6revi (Glue i\u015fini tetikler)\nfrom airflow import DAG\nfrom airflow.providers.amazon.aws.operators.glue import GlueJobOperator\nfrom datetime import datetime\n\nwith DAG(\n    dag_id='glue_job_example',\n    start_date=datetime(2023, 10, 26),\n    schedule_interval=None,\n    catchup=False\n) as dag:\n    glue_job = GlueJobOperator(\n        task_id='run_glue_job',\n        job_name='my_glue_job',\n        region_name='eu-west-1'\n    )\n<\/code><\/pre>\n<h2>Sonu\u00e7lar ve \u00d6nemli \u00d6\u011fretiler<\/h2>\n<p>Airflow&#8217;u kullanarak AWS Glue faturalar\u0131m\u0131z\u0131 10.000 TL&#8217;den 400 TL&#8217;ye d\u00fc\u015f\u00fcrd\u00fck.  Bu, %96&#8217;l\u0131k inan\u0131lmaz bir maliyet azalmas\u0131 anlam\u0131na geliyor.  Bu ba\u015far\u0131 hikayesi,  bulut maliyetlerinin y\u00f6netiminde do\u011fru ara\u00e7lar\u0131 ve stratejileri kullanman\u0131n \u00f6nemini vurguluyor.  Airflow gibi ara\u00e7lar,  maliyetleri optimize etmekte ve kaynaklar\u0131 daha verimli kullanmakta b\u00fcy\u00fck rol oynuyor.  Ayr\u0131ca i\u015f ak\u0131\u015flar\u0131n\u0131 daha \u015feffaf hale getirerek performans izlemeyi kolayla\u015ft\u0131r\u0131yor. Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.<\/p>\n<p>Bu s\u00fcre\u00e7te,  d\u00fczenli kaynak izleme ve i\u015f performans\u0131n\u0131n s\u00fcrekli de\u011ferlendirilmesinin \u00f6nemini \u00f6\u011frendik.  Ayr\u0131ca,  i\u015flerin optimizasyonu i\u00e7in s\u00fcrekli iyile\u015ftirme yakla\u015f\u0131mlar\u0131n\u0131n benimsenmesi gerekti\u011fini fark ettik.  Umar\u0131m bu makale,  benzer sorunlarla kar\u015f\u0131la\u015fanlar i\u00e7in faydal\u0131 olur.<\/p>\n<p>Ek kaynaklar i\u00e7in a\u015fa\u011f\u0131daki ba\u011flant\u0131lar\u0131 inceleyebilirsiniz: <a href=\"https:\/\/docs.aws.amazon.com\/glue\/latest\/dg\/aws-glue-programming-etl-jobs.html\">AWS Glue Dok\u00fcmanlar\u0131<\/a>, <a href=\"https:\/\/airflow.apache.org\/\">Apache Airflow Dok\u00fcmanlar\u0131<\/a> <\/p>\n<h3>#Etiketler<\/h3>\n<p>AWS Glue, Airflow, Maliyet Optimizasyonu, Bulut Maliyetleri, Veri \u0130\u015fleme, ETL, Fatih Soysal, Maliyet Azaltma, \u0130\u015f Ak\u0131\u015f\u0131 Y\u00f6netimi, AWS, Apache Airflow<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"10.000 TL&#8217;lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL&#8217;ye Nas\u0131l \u0130ndirdim? Merhaba! Fatih Soysal olarak, bug\u00fcn size AWS&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-12549","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>10.000 TL&#039;lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL&#039;ye Nas\u0131l \u0130ndirdim?<\/title>\n<meta name=\"description\" content=\"Merhaba! Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow&#039;u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m. \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL&#039;lik devasa bir fatura \u00f6d\u00fcyorduk. Ancak, Airflow&#039;a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL&#039;ye d\u00fc\u015f\u00fcrd\u00fck. Bu makalede, bu ba\u015far\u0131 hikayesini ad\u0131m ad\u0131m sizinle payla\u015faca\u011f\u0131m.\" \/>\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\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"10.000 TL&#039;lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL&#039;ye Nas\u0131l \u0130ndirdim?\" \/>\n<meta property=\"og:description\" content=\"Merhaba! Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow&#039;u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m. \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL&#039;lik devasa bir fatura \u00f6d\u00fcyorduk. Ancak, Airflow&#039;a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL&#039;ye d\u00fc\u015f\u00fcrd\u00fck. 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Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow'u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m. \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL'lik devasa bir fatura \u00f6d\u00fcyorduk. Ancak, Airflow'a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL'ye d\u00fc\u015f\u00fcrd\u00fck. 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Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow'u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m. \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL'lik devasa bir fatura \u00f6d\u00fcyorduk. Ancak, Airflow'a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL'ye d\u00fc\u015f\u00fcrd\u00fck. Bu makalede, bu ba\u015far\u0131 hikayesini ad\u0131m ad\u0131m sizinle payla\u015faca\u011f\u0131m.","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\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/","og_locale":"tr_TR","og_type":"article","og_title":"10.000 TL'lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL'ye Nas\u0131l \u0130ndirdim?","og_description":"Merhaba! Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow'u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m. \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL'lik devasa bir fatura \u00f6d\u00fcyorduk. Ancak, Airflow'a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL'ye d\u00fc\u015f\u00fcrd\u00fck. Bu makalede, bu ba\u015far\u0131 hikayesini ad\u0131m ad\u0131m sizinle payla\u015faca\u011f\u0131m.","og_url":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-02-15T13:00:13+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"3 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"10.000 TL&#8217;lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL&#8217;ye Nas\u0131l \u0130ndirdim?","datePublished":"2025-02-15T13:00:13+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/"},"wordCount":536,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/","url":"https:\/\/fatihsoysal.com\/blog\/10-000-tllik-aws-glue-faturalarini-airflow-ile-400-tlye-nasil-indirdim\/","name":"10.000 TL'lik AWS Glue Faturalar\u0131n\u0131 Airflow ile 400 TL'ye Nas\u0131l \u0130ndirdim?","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-02-15T13:00:13+00:00","description":"Merhaba! Fatih Soysal olarak, bug\u00fcn size AWS Glue maliyetlerinizi \u00f6nemli \u00f6l\u00e7\u00fcde azaltmak i\u00e7in Airflow'u nas\u0131l kulland\u0131\u011f\u0131m\u0131 anlataca\u011f\u0131m. \u00d6nceki aylarda, AWS Glue kullan\u0131m\u0131m\u0131zdan dolay\u0131 her ay 10.000 TL'lik devasa bir fatura \u00f6d\u00fcyorduk. Ancak, Airflow'a ge\u00e7tikten sonra bu maliyeti inan\u0131lmaz bir \u015fekilde 400 TL'ye d\u00fc\u015f\u00fcrd\u00fck. 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