{"id":29184,"date":"2025-09-09T00:30:33","date_gmt":"2025-09-08T21:30:33","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/rust-apisini-gitlab-pipeline-ile-cloud-runa-deploy-etme\/"},"modified":"2025-09-09T00:30:33","modified_gmt":"2025-09-08T21:30:33","slug":"rust-apisini-gitlab-pipeline-ile-cloud-runa-deploy-etme","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/rust-apisini-gitlab-pipeline-ile-cloud-runa-deploy-etme\/","title":{"rendered":"Rust API&#8217;sini GitLab Pipeline ile Cloud Run&#8217;a Deploy Etme"},"content":{"rendered":"<p>Rust API&#8217;sini GitLab Pipeline ile Cloud Run&#8217;a Deploy Etme<\/p>\n<p>Rust ile geli\u015ftirdi\u011finiz performansl\u0131 ve g\u00fcvenilir API&#8217;nizi Google Cloud Run&#8217;a, GitLab&#8217;\u0131n g\u00fc\u00e7l\u00fc CI\/CD pipeline&#8217;lar\u0131n\u0131 kullanarak nas\u0131l kolayca deploy edece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131z.  Bu rehber, hem yeni ba\u015flayanlar hem de deneyimli geli\u015ftiriciler i\u00e7in faydal\u0131 bilgiler i\u00e7ermektedir.  Rust, Cloud Run ve GitLab&#8217;\u0131n birle\u015fimi ile h\u0131zl\u0131 ve \u00f6l\u00e7eklenebilir bir uygulama da\u011f\u0131t\u0131m s\u00fcreci olu\u015fturacaks\u0131n\u0131z.  Haz\u0131rsan\u0131z, ba\u015flayal\u0131m!<\/p>\n<h2>Rust API Geli\u015ftirme Temelleri: \u0130lk Ad\u0131mlar<\/h2>\n<p>\u00d6ncelikle, Rust ile basit bir API geli\u015ftirece\u011fiz.  Bu b\u00f6l\u00fcmde, temel Rust yap\u0131lar\u0131 ve web framework&#8217;leri hakk\u0131nda bilgi sahibi olman\u0131z gerekmektedir.  E\u011fer Rust programlama diline yeni ba\u015flad\u0131ysan\u0131z,  Rust resmi dok\u00fcmantasyonuna (https:\/\/www.rust-lang.org\/learn) g\u00f6z atman\u0131z\u0131 tavsiye ederim.  Bu rehberde, pop\u00fcler ve kullan\u0131m\u0131 kolay bir web framework&#8217;\u00fc olan Actix Web&#8217;i kullanaca\u011f\u0131z.  Actix Web, asenkron programlama modeliyle y\u00fcksek performans sunar.  Projemizi olu\u015fturmak i\u00e7in <code>cargo<\/code> kullanaca\u011f\u0131z:<\/p>\n<pre><code class=\"language-bash\">cargo new my-rust-api --bin<\/pre>\n<p><\/code><\/p>\n<p>Daha sonra <code>Cargo.toml<\/code> dosyas\u0131na Actix Web ba\u011f\u0131ml\u0131l\u0131\u011f\u0131n\u0131 eklemeliyiz:<\/p>\n<pre><code class=\"language-toml\">[dependencies]\nactix-web = \"4\"\nserde = { version = \"1\", features = [\"derive\"] }\nserde_json = \"1\"<\/pre>\n<p><\/code><\/p>\n<p>\u015eimdi basit bir \"Hello World\" API'si olu\u015ftural\u0131m:<\/p>\n<pre><code class=\"language-rust\">use actix_web::{get, App, HttpResponse, HttpServer, Responder};\n\n#[get(\"\/\")]\nasync fn hello() -> impl Responder {\n    HttpResponse::Ok().body(\"Hello World!\")\n}\n\n#[actix_web::main]\nasync fn main() -> std::io::Result<()> {\n    HttpServer::new(|| {\n        App::new()\n            .service(hello)\n    })\n    .bind((\"127.0.0.1\", 8080))?\n    .run()\n    .await\n}<\/pre>\n<p><\/code><\/p>\n<p>Bu kod, <code>\/<\/code> yoluna gelen isteklere \"Hello World!\" cevab\u0131 veren basit bir API tan\u0131mlar.  <code>cargo run<\/code> komutu ile bu API'yi \u00e7al\u0131\u015ft\u0131rabilirsiniz.  Daha karma\u015f\u0131k API'ler i\u00e7in, veritaban\u0131 entegrasyonu, hata y\u00f6netimi ve g\u00fcvenlik \u00f6nlemleri gibi konular\u0131 da ele alman\u0131z gerekecektir.  Bu konular ileri d\u00fczeyde daha detayl\u0131 ele al\u0131nacakt\u0131r. Bu a\u015famada, temel bir API'nin nas\u0131l olu\u015fturuldu\u011funu anlamak \u00f6nemlidir.<\/p>\n<h2>GitLab CI\/CD Pipeline Kurulumu: Kodun Yolculu\u011fu<\/h2>\n<p>API'mizi geli\u015ftirdikten sonra, GitLab'\u0131n CI\/CD pipeline'\u0131n\u0131 kullanarak otomatik olarak Cloud Run'a deploy edece\u011fiz.  \u00d6ncelikle, GitLab projenizde bir <code>.gitlab-ci.yml<\/code> dosyas\u0131 olu\u015fturmal\u0131s\u0131n\u0131z. Bu dosya, pipeline'\u0131n nas\u0131l \u00e7al\u0131\u015faca\u011f\u0131n\u0131 tan\u0131mlar.  A\u015fa\u011f\u0131daki \u00f6rnek <code>.gitlab-ci.yml<\/code> dosyas\u0131,  Rust projenizi derleyip Cloud Run'a deploy eder:<\/p>\n<pre><code class=\"language-yaml\">stages:\n  - build\n  - deploy\n\nbuild:\n  stage: build\n  image: rust:1.68\n  script:\n    - cargo build --release\n  artifacts:\n    paths:\n      - target\/release\/my-rust-api\n\ndeploy:\n  stage: deploy\n  image: google\/cloud-sdk:latest\n  services:\n    - docker:latest\n  before_script:\n    - gcloud auth activate-service-account --key-file \"$GOOGLE_APPLICATION_CREDENTIALS\"\n    - gcloud config set project \"$PROJECT_ID\"\n    - docker login -u _json_key -p \"$GOOGLE_APPLICATION_CREDENTIALS\" https:\/\/us-docker.pkg.dev\n  script:\n    - docker build -t us-docker.pkg.dev\/$PROJECT_ID\/$PROJECT_NAME\/my-rust-api:latest .\n    - docker push us-docker.pkg.dev\/$PROJECT_ID\/$PROJECT_NAME\/my-rust-api:latest\n    - gcloud run deploy my-rust-api --image us-docker.pkg.dev\/$PROJECT_ID\/$PROJECT_NAME\/my-rust-api:latest --platform managed\n  only:\n    - main\n  variables:\n    GOOGLE_APPLICATION_CREDENTIALS: \"$GOOGLE_APPLICATION_CREDENTIALS\"\n    PROJECT_ID: \"$PROJECT_ID\"\n    PROJECT_NAME: \"$PROJECT_NAME\"<\/pre>\n<p><\/code><\/p>\n<p>Bu dosyada, \u00f6ncelikle <code>build<\/code> ve <code>deploy<\/code> a\u015famalar\u0131 tan\u0131mlanm\u0131\u015ft\u0131r.  <code>build<\/code> a\u015famas\u0131nda Rust projesi derlenir ve <code>target\/release\/my-rust-api<\/code> dosyas\u0131 olu\u015fturulur.  <code>deploy<\/code> a\u015famas\u0131nda ise,  Google Cloud SDK kullan\u0131larak docker imaj\u0131 olu\u015fturulur,  Google Container Registry'ye (GCR) y\u00fcklenir ve son olarak Cloud Run'a deploy edilir.  <code>GOOGLE_APPLICATION_CREDENTIALS<\/code>, <code>PROJECT_ID<\/code> ve <code>PROJECT_NAME<\/code> de\u011fi\u015fkenleri GitLab de\u011fi\u015fkenleri olarak tan\u0131mlanmal\u0131d\u0131r.  Bu de\u011fi\u015fkenler, Google Cloud projenizin kimlik bilgilerini i\u00e7erir.  Dikkatlice bu de\u011fi\u015fkenleri olu\u015fturman\u0131z ve g\u00fcvenli bir \u015fekilde saklaman\u0131z gerekir. <\/p>\n<h2>Google Cloud Projesi ve Cloud Run Haz\u0131rl\u0131\u011f\u0131: Altyap\u0131 Kurulumu<\/h2>\n<p>Cloud Run'a deploy etmek i\u00e7in Google Cloud Platform'da (GCP) bir proje olu\u015fturman\u0131z ve gerekli izinleri ayarlaman\u0131z gerekmektedir.  Google Cloud Console'da bir proje olu\u015fturun ve Cloud Run API'sini etkinle\u015ftirin.  Sonras\u0131nda, Google Cloud SDK'y\u0131 yerel makinenize y\u00fckleyip yap\u0131land\u0131rman\u0131z gerekmektedir.  Google Cloud'un sa\u011flad\u0131\u011f\u0131 servis hesab\u0131 yetkilendirmelerini kullanarak,  <code>.gitlab-ci.yml<\/code> dosyas\u0131ndaki <code>GOOGLE_APPLICATION_CREDENTIALS<\/code> de\u011fi\u015fkenine  bir servis hesab\u0131 JSON dosyas\u0131 yolunu girmeniz gerekir. Bu dosyay\u0131  Google Cloud Console \u00fczerinden olu\u015fturup indirmeniz gerekecektir.  Bu dosyay\u0131 asla public bir repository'ye koymamal\u0131s\u0131n\u0131z!  <code>PROJECT_ID<\/code> ve <code>PROJECT_NAME<\/code> de\u011fi\u015fkenlerini de ilgili de\u011ferler ile doldurman\u0131z gerekmektedir.  Daha detayl\u0131 bilgi i\u00e7in Google Cloud dok\u00fcmantasyonuna (https:\/\/cloud.google.com\/run\/docs) bakabilirsiniz.<\/p>\n<p>Projeniz, GCR'ye push edilecek docker imaj\u0131n\u0131 olu\u015fturmak i\u00e7in bir Dockerfile'a ihtiya\u00e7 duyar.  Basit bir Dockerfile \u00f6rne\u011fi a\u015fa\u011f\u0131daki gibidir:<\/p>\n<pre><code class=\"language-dockerfile\">FROM rust:1.68\n\nWORKDIR \/app\n\nCOPY Cargo.toml .\nCOPY Cargo.lock .\nRUN cargo build --release\n\nCOPY . .\n\nCMD [\".\/target\/release\/my-rust-api\"]<\/pre>\n<p><\/code><\/p>\n<h2>\u0130leri D\u00fczey Konular: \u00d6l\u00e7eklendirme ve G\u00fcvenlik<\/h2>\n<p>API'nizin performans\u0131n\u0131 ve g\u00fcvenli\u011fini iyile\u015ftirmek i\u00e7in ileri d\u00fczey teknikleri kullanabilirsiniz.  \u00d6rne\u011fin,  API'niz y\u00fcksek trafik al\u0131yorsa, Cloud Run'\u0131n otomatik \u00f6l\u00e7eklendirme \u00f6zelli\u011fini kullanarak kaynaklar\u0131 dinamik olarak ayarlayabilirsiniz.  Bunun i\u00e7in Cloud Run'da  minimum ve maksimum instance say\u0131s\u0131n\u0131 belirleyebilirsiniz. Ayr\u0131ca,  API'niz i\u00e7in g\u00fcvenlik duvar\u0131 kurallar\u0131 ve kimlik do\u011frulama mekanizmalar\u0131 uygulayarak g\u00fcvenli\u011fini art\u0131rabilirsiniz.  JWT (JSON Web Token) gibi token tabanl\u0131 kimlik do\u011frulama y\u00f6ntemleri kullanabilirsiniz.  Veritaban\u0131 entegrasyonu i\u00e7in g\u00fcvenli ba\u011flant\u0131 y\u00f6ntemlerini kullanmal\u0131s\u0131n\u0131z (\u00f6rne\u011fin, SSL\/TLS).  Daha karma\u015f\u0131k API'ler i\u00e7in,  hata y\u00f6netimi, logging ve monitoring sistemlerini de entegre etmeniz \u00f6nemlidir.<\/p>\n<p> Ayr\u0131ca,  performans\u0131 daha da art\u0131rmak i\u00e7in Rust'\u0131n sundu\u011fu asenkron programlama olanaklar\u0131ndan tam olarak yararlanmal\u0131s\u0131n\u0131z.  Actix Web gibi asenkron framework'leri,  birden fazla iste\u011fi ayn\u0131 anda i\u015fleyebildi\u011fi i\u00e7in performans\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir.  E\u011fer API'nizde yo\u011fun hesaplama i\u015flemleri varsa,  bu i\u015flemleri ayr\u0131 bir servis olarak (\u00f6rne\u011fin Cloud Functions veya Kubernetes) \u00e7al\u0131\u015ft\u0131rarak API'nin performans\u0131n\u0131 koruyabilirsiniz.  Bu,  API'nizin genel yan\u0131t s\u00fcresini iyile\u015ftirmeye yard\u0131mc\u0131 olur.<\/p>\n<h2>Ger\u00e7ek D\u00fcnya Senaryolar\u0131 ve Vaka Analizleri<\/h2>\n<p>\u00d6rne\u011fin,  bir e-ticaret platformunda \u00fcr\u00fcn katalogunu g\u00f6steren bir API geli\u015ftiriyorsan\u0131z,  Rust'\u0131n performans avantajlar\u0131ndan yararlanarak h\u0131zl\u0131 yan\u0131t s\u00fcreleri sa\u011flayabilirsiniz.  Bu API,  veritaban\u0131ndan \u00fcr\u00fcn bilgilerini \u00e7ekerek JSON format\u0131nda istekleri yan\u0131tlayabilir.  GitLab pipeline'\u0131 kullanarak,  kod de\u011fi\u015fikliklerini otomatik olarak Cloud Run'a deploy ederek,  yeni \u00f6zelliklerin h\u0131zl\u0131 bir \u015fekilde kullan\u0131ma sunulmas\u0131n\u0131 sa\u011flayabilirsiniz.  Ayr\u0131ca,  A\/B testi yapmak i\u00e7in farkl\u0131 API s\u00fcr\u00fcmlerini Cloud Run'da \u00e7al\u0131\u015ft\u0131rabilirsiniz.  Bu,  farkl\u0131 \u00f6zelliklerin performans\u0131n\u0131 ve kullan\u0131c\u0131 deneyimini kar\u015f\u0131la\u015ft\u0131rarak en iyi se\u00e7ene\u011fi belirlemenize yard\u0131mc\u0131 olur.<\/p>\n<p>Ba\u015fka bir \u00f6rnek olarak,  bir IoT cihaz\u0131ndan veri toplayan ve i\u015fleyen bir API geli\u015ftirebilirsiniz.  Rust'\u0131n g\u00fcvenilirli\u011fi ve g\u00f6m\u00fcl\u00fc sistemlerdeki performans\u0131,  bu t\u00fcr bir uygulama i\u00e7in ideal bir se\u00e7imdir.  GitLab pipeline'\u0131,  bu API'yi s\u00fcrekli olarak g\u00fcncelleyerek,  cihazlar\u0131n en son yaz\u0131l\u0131m s\u00fcr\u00fcm\u00fcn\u00fc \u00e7al\u0131\u015ft\u0131rmas\u0131n\u0131 sa\u011flar.  Bu yakla\u015f\u0131m,  sistemin g\u00fcvenilirli\u011fini ve performans\u0131n\u0131 s\u00fcrekli olarak iyile\u015ftirmenize olanak tan\u0131r.  Ayr\u0131ca,  Cloud Run'\u0131n \u00f6l\u00e7eklenebilirli\u011fi,  art\u0131\u015f g\u00f6steren veri hacmini y\u00f6netmenize yard\u0131mc\u0131 olur. <\/p>\n<h2>\u00d6\u011frenme Yol Haritas\u0131<\/h2>\n<h3>Yeni Ba\u015flayanlar<\/h3>\n<ul>\n<li>Rust programlama dilinin temellerini \u00f6\u011frenin.<\/li>\n<li>Basit bir Rust API'si olu\u015fturun ve \u00e7al\u0131\u015ft\u0131r\u0131n.<\/li>\n<li>GitLab ve Google Cloud Platform hesaplar\u0131 olu\u015fturun.<\/li>\n<li>Basit bir <code>.gitlab-ci.yml<\/code> dosyas\u0131 olu\u015fturun ve \u00e7al\u0131\u015ft\u0131r\u0131n.<\/li>\n<\/ul>\n<h3>Orta Seviye<\/h3>\n<ul>\n<li>Actix Web gibi bir web framework'\u00fc kullanarak daha karma\u015f\u0131k API'ler olu\u015fturun.<\/li>\n<li>Veritaban\u0131 entegrasyonu yap\u0131n.<\/li>\n<li>Kimlik do\u011frulama ve yetkilendirme mekanizmalar\u0131 ekleyin.<\/li>\n<li>Dockerfile olu\u015fturarak Docker imaj\u0131 olu\u015fturun ve GCR'ye y\u00fckleyin.<\/li>\n<\/ul>\n<h3>\u0130leri Seviye<\/h3>\n<ul>\n<li>Cloud Run'\u0131n \u00f6l\u00e7eklendirme \u00f6zelliklerini kullan\u0131n.<\/li>\n<li>G\u00fcvenlik duvar\u0131 kurallar\u0131 ve g\u00fcvenlik \u00f6nlemleri uygulay\u0131n.<\/li>\n<li>Hata y\u00f6netimi, logging ve monitoring sistemleri entegre edin.<\/li>\n<li>Performans optimizasyonlar\u0131 yap\u0131n.<\/li>\n<\/ul>\n<h2>Sonu\u00e7<\/h2>\n<p>Bu rehberde, Rust ile geli\u015ftirilen bir API'nin GitLab CI\/CD pipeline'\u0131 ile Cloud Run'a nas\u0131l deploy edilece\u011fini ad\u0131m ad\u0131m a\u00e7\u0131klad\u0131k.  Bu y\u00f6ntem,  h\u0131zl\u0131, g\u00fcvenilir ve \u00f6l\u00e7eklenebilir bir uygulama da\u011f\u0131t\u0131m s\u00fcreci sa\u011flar.  Rust'\u0131n performans avantajlar\u0131 ve Cloud Run'\u0131n \u00f6l\u00e7eklenebilirli\u011fi birle\u015ftirilerek,  y\u00fcksek performansl\u0131 ve g\u00fcvenilir API'ler geli\u015ftirebilirsiniz.  Daha fazla bilgi i\u00e7in (https:\/\/fatihsoysal.com) inceleyebilirsiniz.<\/p>\n<h3>S\u0131k\u00e7a Sorulan Sorular<\/h3>\n<ul>\n<li><b>Soru:<\/b> Google Cloud SDK'y\u0131 nas\u0131l y\u00fcklerim? <b>Cevap:<\/b> Google Cloud SDK'n\u0131n resmi dok\u00fcmantasyonundan (https:\/\/cloud.google.com\/sdk\/docs\/install)  indirme ve kurulum talimatlar\u0131n\u0131 takip edebilirsiniz.<\/li>\n<li><b>Soru:<\/b> Servis hesab\u0131 nas\u0131l olu\u015fturulur? <b>Cevap:<\/b> Google Cloud Console'da Servis Hesaplar\u0131 b\u00f6l\u00fcm\u00fcnden yeni bir servis hesab\u0131 olu\u015fturabilir ve JSON dosyas\u0131n\u0131 indirebilirsiniz.<\/li>\n<li><b>Soru:<\/b>  <code>.gitlab-ci.yml<\/code> dosyas\u0131ndaki de\u011fi\u015fkenleri nas\u0131l saklar\u0131m? <b>Cevap:<\/b> GitLab'\u0131n sa\u011flad\u0131\u011f\u0131 \"Variables\" \u00f6zelli\u011fini kullanarak bu de\u011fi\u015fkenleri g\u00fcvenli bir \u015fekilde saklayabilirsiniz.<\/li>\n<li><b>Soru:<\/b>  Cloud Run'\u0131n \u00f6l\u00e7eklendirme ayarlar\u0131n\u0131 nas\u0131l yapar\u0131m? <b>Cevap:<\/b> Cloud Run'\u0131n aray\u00fcz\u00fcnden veya <code>gcloud<\/code> komutlar\u0131n\u0131 kullanarak minimum ve maksimum instance say\u0131s\u0131n\u0131 ayarlayabilirsiniz.<\/li>\n<li><b>Soru:<\/b>  Rust d\u0131\u015f\u0131nda ba\u015fka hangi diller Cloud Run'da kullan\u0131labilir? <b>Cevap:<\/b> Cloud Run,  Docker imaj\u0131 \u00e7al\u0131\u015ft\u0131rabildi\u011fi i\u00e7in bir\u00e7ok dil ve framework ile uyumludur.  Python, Node.js, Java, Go gibi diller yayg\u0131n olarak kullan\u0131l\u0131r.<\/li>\n<\/ul>\n<p>Yazar: Fatih Soysal<\/p>\n","protected":false},"excerpt":{"rendered":"Rust API&#8217;sini GitLab Pipeline ile Cloud Run&#8217;a Deploy Etme Rust ile geli\u015ftirdi\u011finiz performansl\u0131 ve g\u00fcvenilir API&#8217;nizi Google Cloud&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-29184","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>Rust API&#039;sini GitLab Pipeline ile Cloud Run&#039;a Deploy Etme<\/title>\n<meta name=\"description\" content=\"Rust ile geli\u015ftirdi\u011finiz performansl\u0131 ve g\u00fcvenilir API&#039;nizi Google Cloud Run&#039;a, GitLab&#039;\u0131n g\u00fc\u00e7l\u00fc CI\/CD pipeline&#039;lar\u0131n\u0131 kullanarak nas\u0131l kolayca deploy edece\u011finizi ad\u0131m ad\u0131m a\u00e7\u0131klayaca\u011f\u0131z. Bu rehber, hem yeni ba\u015flayanlar hem de deneyimli geli\u015ftiriciler i\u00e7in faydal\u0131 bilgiler i\u00e7ermektedir. Rust, Cloud Run ve GitLab&#039;\u0131n birle\u015fimi ile h\u0131zl\u0131 ve \u00f6l\u00e7eklenebilir bir uygulama da\u011f\u0131t\u0131m s\u00fcreci olu\u015fturacaks\u0131n\u0131z. 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