{"id":22371,"date":"2025-05-28T05:15:15","date_gmt":"2025-05-28T02:15:15","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/mikroservislerde-veritabani-tutarliligini-saglamak\/"},"modified":"2025-05-28T05:15:15","modified_gmt":"2025-05-28T02:15:15","slug":"mikroservislerde-veritabani-tutarliligini-saglamak","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/mikroservislerde-veritabani-tutarliligini-saglamak\/","title":{"rendered":"Mikroservislerde Veritaban\u0131 Tutarl\u0131l\u0131\u011f\u0131n\u0131 Sa\u011flamak"},"content":{"rendered":"

<\/p>\n

Mikroservislerde Veritaban\u0131 Tutarl\u0131l\u0131\u011f\u0131n\u0131 Sa\u011flamak<\/p>\n

Merhaba! Fatih Soysal olarak, mikroservis mimarisinde veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131n\u0131n \u00f6neminden ve bu zorlu\u011fun \u00fcstesinden gelmenin yollar\u0131ndan bahsetmek i\u00e7in buraday\u0131m. Mikroservisler, ba\u011f\u0131ms\u0131z ve esnek birimler olarak \u00e7al\u0131\u015fan k\u00fc\u00e7\u00fck, \u00f6zerk servislerdir. Bu yap\u0131, geli\u015ftirme ve bak\u0131m a\u00e7\u0131s\u0131ndan bir\u00e7ok avantaj sunarken, veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamakta \u00f6nemli zorluklar olu\u015fturabilir.<\/p>\n

Geleneksel monolitik sistemlerde, t\u00fcm veriler genellikle tek bir veritaban\u0131nda bulunur. Bu da veritaban\u0131 i\u015flemlerinin atomik bir \u015fekilde y\u00f6netilmesini kolayla\u015ft\u0131r\u0131r. Ancak mikroservislerde, her servisin kendi veritaban\u0131 ya da veritaban\u0131 par\u00e7as\u0131 olmas\u0131 olas\u0131d\u0131r. Bu durum, birden fazla veritaban\u0131 aras\u0131nda tutarl\u0131l\u0131\u011f\u0131 sa\u011flamay\u0131 karma\u015f\u0131kla\u015ft\u0131r\u0131r.<\/p>\n

\u00d6rne\u011fin, bir e-ticaret sisteminde, \u00fcr\u00fcn bilgilerini tutan bir servis, sipari\u015f bilgilerini tutan ba\u015fka bir servisle etkile\u015fim kurmal\u0131d\u0131r. Bir sipari\u015f olu\u015fturuldu\u011funda, her iki servis de kendi veritabanlar\u0131n\u0131 g\u00fcncellemelidir. Bu i\u015flem s\u0131ras\u0131nda bir hata olu\u015fursa, veriler tutars\u0131z hale gelebilir. \u00d6rne\u011fin, \u00fcr\u00fcn sto\u011fu azalt\u0131lmam\u0131\u015fken sipari\u015f kayd\u0131 olu\u015fturulmu\u015f olabilir.<\/p>\n

Mikroservislerde Tutarl\u0131l\u0131\u011f\u0131 Sa\u011flama Y\u00f6ntemleri<\/h2>\n

Neyse ki, bu zorlu\u011fun \u00fcstesinden gelebilmek i\u00e7in bir\u00e7ok y\u00f6ntem mevcuttur. En yayg\u0131n kullan\u0131lan yakla\u015f\u0131mlar \u015funlard\u0131r:<\/p>\n

\u0130ki A\u015famal\u0131 Taahh\u00fct (Two-Phase Commit – 2PC):<\/h3>\n

2PC, da\u011f\u0131t\u0131k veritaban\u0131 i\u015flemlerinde tutarl\u0131l\u0131\u011f\u0131 sa\u011flamak i\u00e7in kullan\u0131lan klasik bir y\u00f6ntemdir. Ancak, performans sorunlar\u0131 ve tek nokta ar\u0131zas\u0131 riskleri nedeniyle mikroservis mimarisinde her zaman en uygun \u00e7\u00f6z\u00fcm olmayabilir. Fatih Soysal’\u0131n di\u011fer makalelerine<\/a> daha detayl\u0131 bilgi i\u00e7in g\u00f6z atabilirsiniz.<\/p>\n

Saga Pattern:<\/h3>\n

Saga, bir dizi yerel i\u015flemden olu\u015fan ve her bir i\u015flemin geri d\u00f6n\u00fc\u015f i\u015flemine sahip oldu\u011fu bir desendir. Bir i\u015flem ba\u015far\u0131s\u0131z olursa, geri d\u00f6n\u00fc\u015f i\u015flemleri \u00e7al\u0131\u015ft\u0131r\u0131larak sistem tutarl\u0131 bir duruma geri d\u00f6nd\u00fcr\u00fcl\u00fcr. Bu, 2PC’ye g\u00f6re daha esnek ve hata toleransl\u0131 bir yakla\u015f\u0131md\u0131r.<\/p>\n

Olay Kaynakl\u0131 Mimariler (Event Sourcing):<\/h3>\n

Bu mimari, veritaban\u0131n\u0131 olaylar\u0131n bir dizisi olarak tutar. Sistemde bir de\u011fi\u015fiklik oldu\u011funda, bu de\u011fi\u015fikli\u011fi yans\u0131tan bir olay kaydedilir. Bu yakla\u015f\u0131m, verilerin tutarl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flaman\u0131n yan\u0131 s\u0131ra, izlenebilirlik ve geriye d\u00f6n\u00fck analiz gibi avantajlar da sunar. Olaylar genellikle bir mesaj kuyru\u011fu \u00fczerinden iletilir.<\/p>\n

Veritaban\u0131 Temelli \u0130\u015flemler (Transactional Outbox):<\/h3>\n

Bu y\u00f6ntemde, bir veritaban\u0131 i\u015flemi, i\u015flemin ba\u015far\u0131l\u0131 oldu\u011funu g\u00f6steren bir mesaj\u0131n kuyru\u011fa eklenmesiyle birle\u015ftirilir. Ba\u015fka bir servis bu mesaj\u0131 t\u00fcketir ve kendi veritaban\u0131n\u0131 g\u00fcnceller. Bu yakla\u015f\u0131m, da\u011f\u0131t\u0131k i\u015flem i\u015flemlerinin daha g\u00fcvenilir olmas\u0131n\u0131 sa\u011flar.<\/p>\n

Sonu\u00e7<\/h2>\n

Mikroservis mimarisinde veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamak, dikkatli bir planlama ve do\u011fru yakla\u015f\u0131m\u0131n se\u00e7ilmesini gerektirir. Yukar\u0131da bahsedilen y\u00f6ntemler, bu zorlu\u011fun \u00fcstesinden gelmeye yard\u0131mc\u0131 olacak farkl\u0131 stratejiler sunmaktad\u0131r. Do\u011fru strateji, sisteminizin \u00f6zel gereksinimlerine ve boyutuna ba\u011fl\u0131 olarak se\u00e7ilmelidir.<\/p>\n

Her proje farkl\u0131d\u0131r, bu nedenle hangi stratejinin en uygun oldu\u011funu \u00f6zenle de\u011ferlendirmeniz \u00f6nemlidir. \u0130htiya\u00e7lar\u0131n\u0131z\u0131 analiz edip en uygun y\u00f6ntemi se\u00e7meniz sisteminizin g\u00fcvenilirli\u011fi ve tutarl\u0131l\u0131\u011f\u0131 i\u00e7in kritik \u00f6nem ta\u015f\u0131r. <\/p>\n

Umar\u0131m bu makale, mikroservislerde veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131 konusundaki anlay\u0131\u015f\u0131n\u0131z\u0131 geli\u015ftirmi\u015ftir. Sorular\u0131n\u0131z ve yorumlar\u0131n\u0131z i\u00e7in bekliyorum!<\/p>\n

Fatih Soysal’\u0131n di\u011fer makalelerine g\u00f6z at\u0131n!<\/a><\/p>\n

#Etiketler: mikroservis, veritaban\u0131, tutarl\u0131l\u0131k, da\u011f\u0131t\u0131k sistem, saga pattern, iki a\u015famal\u0131 taahh\u00fct, olay kaynakl\u0131 mimari, transactional outbox, veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131, mikroservis mimarisi
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Fatih Soysal olarak, mikroservis mimarisinde veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131n\u0131n \u00f6neminden ve bu zorlu\u011fun \u00fcstesinden gelmenin yollar\u0131ndan bahsetmek i\u00e7in buraday\u0131m. Mikroservisler, ba\u011f\u0131ms\u0131z ve esnek birimler olarak \u00e7al\u0131\u015fan k\u00fc\u00e7\u00fck, \u00f6zerk servislerdir. Bu yap\u0131, geli\u015ftirme ve bak\u0131m a\u00e7\u0131s\u0131ndan bir\u00e7ok avantaj sunarken, veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131n\u0131 sa\u011flamakta \u00f6nemli zorluklar olu\u015fturabilir.\" \/>\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\/mikroservislerde-veritabani-tutarliligini-saglamak\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mikroservislerde Veritaban\u0131 Tutarl\u0131l\u0131\u011f\u0131n\u0131 Sa\u011flamak\" \/>\n<meta property=\"og:description\" content=\"Merhaba! Fatih Soysal olarak, mikroservis mimarisinde veritaban\u0131 tutarl\u0131l\u0131\u011f\u0131n\u0131n \u00f6neminden ve bu zorlu\u011fun \u00fcstesinden gelmenin yollar\u0131ndan bahsetmek i\u00e7in buraday\u0131m. 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