{"id":41981,"date":"2026-05-22T14:01:54","date_gmt":"2026-05-22T11:01:54","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/digitalocean-kubernetes-uzerinde-slinky-kurulum-rehberi\/"},"modified":"2026-05-22T14:02:25","modified_gmt":"2026-05-22T11:02:25","slug":"digitalocean-kubernetes-uzerinde-slinky-kurulum-rehberi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/digitalocean-kubernetes-uzerinde-slinky-kurulum-rehberi\/","title":{"rendered":"DigitalOcean Kubernetes \u00dczerinde Slinky Kurulum Rehberi"},"content":{"rendered":"<h2>DigitalOcean Kubernetes \u00dczerinde Slinky Kurulum Rehberi<\/h2>\n<p>DigitalOcean Kubernetes (DOKS) \u00fczerinde Skip Protocol&#8217;\u00fcn y\u00fcksek performansl\u0131 oracle \u00e7\u00f6z\u00fcm\u00fc Slinky&#8217;yi ad\u0131m ad\u0131m kurun, DeFi verilerini an\u0131nda optimize edin.<\/p>\n<p>Merkeziyetsiz finans (DeFi) ekosisteminde, milisaniyelerin bile b\u00fcy\u00fck \u00f6nemi vard\u0131r. Blokzincir a\u011flar\u0131nda \u00e7al\u0131\u015fan ak\u0131ll\u0131 s\u00f6zle\u015fmeler ve do\u011frulay\u0131c\u0131 (validator) d\u00fc\u011f\u00fcmler, d\u0131\u015f d\u00fcnyadaki fiyat verilerine g\u00fcvenli ve son derece h\u0131zl\u0131 bir \u015fekilde eri\u015fmek zorundad\u0131r. Geleneksel oracle \u00e7\u00f6z\u00fcmleri genellikle y\u00fcksek gecikme s\u00fcreleri (latency) ve y\u00fcksek i\u015flem \u00fccretleri (gas fees) nedeniyle modern finansal uygulamalar\u0131n h\u0131z\u0131na yeti\u015fememektedir. \u0130\u015fte tam bu noktada, Skip Protocol taraf\u0131ndan geli\u015ftirilen Slinky devreye giriyor. Slinky, \u00f6zellikle Cosmos SDK tabanl\u0131 zincirler i\u00e7in tasarlanm\u0131\u015f, do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcmlerle do\u011frudan entegre \u00e7al\u0131\u015fan ve milisaniye d\u00fczeyinde veri g\u00fcncelli\u011fi sunan yeni nesil bir oracle yan uygulamas\u0131d\u0131r (sidecar).<\/p>\n<p>Bu makalede, bulut altyap\u0131s\u0131 sa\u011flay\u0131c\u0131lar\u0131 aras\u0131nda sadeli\u011fi ve performans\u0131 ile \u00f6ne \u00e7\u0131kan DigitalOcean Kubernetes Service (DOKS) \u00fczerinde Slinky oracle altyap\u0131s\u0131n\u0131 s\u0131f\u0131rdan nas\u0131l kuraca\u011f\u0131n\u0131z\u0131, yap\u0131land\u0131raca\u011f\u0131n\u0131z\u0131 ve optimize edece\u011finizi \u00f6\u011freneceksiniz. Haz\u0131rlad\u0131\u011f\u0131m\u0131z bu uygulamal\u0131 rehber sayesinde, Kubernetes ekosisteminin sundu\u011fu esneklikle Slinky&#8217;yi dakikalar i\u00e7inde canl\u0131ya alabileceksiniz.<\/p>\n<h3>Slinky Nedir ve Kubernetes Ekosisteminde Neden \u00d6nemlidir?<\/h3>\n<p>Slinky, veri sa\u011flay\u0131c\u0131lardan (merkezi ve merkeziyetsiz borsalar) do\u011frudan fiyat bilgilerini \u00e7eken ve bu bilgileri consensus (mutabakat) a\u015famas\u0131nda do\u011frudan blok \u00fcreticilerine sunan y\u00fcksek performansl\u0131 bir oracle sistemidir. Geleneksel oracle mimarilerinde veriler zincir \u00fcst\u00fcne belirli aral\u0131klarla yaz\u0131l\u0131rken, Slinky her blok teklifinde (block proposal) en g\u00fcncel fiyat\u0131n mutabakata dahil edilmesini sa\u011flar. Bu durum, \u00f6zellikle arbitraj f\u0131rsatlar\u0131n\u0131n de\u011ferlendirilmesi ve tasfiye (liquidation) i\u015flemlerinin hatas\u0131z ger\u00e7ekle\u015fmesi a\u00e7\u0131s\u0131ndan kritik bir \u00f6neme sahiptir.<\/p>\n<p>\u00d6ncelikle, Slinky&#8217;nin mimari yap\u0131s\u0131n\u0131 anlamak, onu Kubernetes \u00fczerinde neden ve nas\u0131l konumland\u0131raca\u011f\u0131m\u0131z\u0131 belirlememize yard\u0131mc\u0131 olur. Slinky iki ana bile\u015fenden olu\u015fur:<\/p>\n<ul>\n<li><strong>Slinky Sidecar (Yan Uygulama):<\/strong> Do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcm\u00fcn hemen yan\u0131nda \u00e7al\u0131\u015fan, veri kaynaklar\u0131ndan gRPC ve WebSocket protokolleri arac\u0131l\u0131\u011f\u0131yla veri toplayan hafif bir Go uygulamas\u0131d\u0131r.<\/li>\n<li><strong>Oracle Market Map:<\/strong> Hangi varl\u0131klar\u0131n, hangi kaynaklardan ve ne kadar s\u0131kl\u0131kla \u00e7ekilece\u011fini belirleyen dinamik bir konfig\u00fcrasyon haritas\u0131d\u0131r.<\/li>\n<\/ul>\n<p>Bununla birlikte, bu sistemi Kubernetes \u00fczerinde \u00e7al\u0131\u015ft\u0131rmak, operasyonel m\u00fckemmellik sa\u011flar. Kubernetes&#8217;in sundu\u011fu kendi kendini iyile\u015ftirme (self-healing) \u00f6zelli\u011fi sayesinde, Slinky podlar\u0131ndan biri \u00e7\u00f6kt\u00fc\u011f\u00fcnde sistem otomatik olarak yeni bir pod ba\u015flat\u0131r. Ayr\u0131ca, DigitalOcean Kubernetes&#8217;in sundu\u011fu \u00f6l\u00e7eklenebilirlik ve d\u00fc\u015f\u00fck a\u011f gecikmesi, veri sa\u011flay\u0131c\u0131lara eri\u015fim h\u0131z\u0131n\u0131z\u0131 maksimuma \u00e7\u0131kar\u0131r. Sonu\u00e7 olarak, y\u00fcksek eri\u015filebilirlik gerektiren oracle operasyonlar\u0131 i\u00e7in Kubernetes ka\u00e7\u0131n\u0131lmaz bir standart haline gelmektedir.<\/p>\n<h3>DigitalOcean Kubernetes (DOKS) Kurulumu ve Haz\u0131rl\u0131k A\u015famalar\u0131<\/h3>\n<p>Slinky da\u011f\u0131t\u0131m\u0131na ba\u015flamadan \u00f6nce, DigitalOcean \u00fczerinde aktif bir Kubernetes k\u00fcmesine ve gerekli y\u00f6netim ara\u00e7lar\u0131na ihtiyac\u0131m\u0131z var. Bu b\u00f6l\u00fcmde, kurulum i\u00e7in gerekli olan ortam haz\u0131rl\u0131klar\u0131n\u0131 ad\u0131m ad\u0131m ger\u00e7ekle\u015ftirece\u011fiz.<\/p>\n<p>\u0130lk olarak, yerel bilgisayar\u0131n\u0131zda DigitalOcean CLI arac\u0131 olan <code>doctl<\/code> ve Kubernetes y\u00f6netim arac\u0131 olan <code>kubectl<\/code> kurulu olmal\u0131d\u0131r. E\u011fer kurulu de\u011filse, i\u015fletim sisteminize uygun paket y\u00f6neticisini kullanarak bu ara\u00e7lar\u0131 y\u00fckleyebilirsiniz. Ard\u0131ndan, DigitalOcean hesab\u0131n\u0131zla CLI arac\u0131n\u0131 yetkilendirmeniz gerekir:<\/p>\n<pre><code>doctl auth init<\/code><\/pre>\n<p>Yetkilendirme i\u015fleminin ard\u0131ndan, DOKS \u00fczerinde Slinky&#8217;nin performans gereksinimlerini kar\u015f\u0131layabilecek minimum 3 d\u00fc\u011f\u00fcml\u00fc (node) bir Kubernetes k\u00fcmesi olu\u015ftural\u0131m. Slinky, a\u011f yo\u011funlu\u011fu y\u00fcksek bir uygulama oldu\u011fu i\u00e7in CPU optimize edilmi\u015f sunucu tiplerini se\u00e7mek performans\u0131 olumlu etkileyecektir. A\u015fa\u011f\u0131daki komut ile k\u00fcmemizi olu\u015fturabiliriz:<\/p>\n<pre><code>doctl kubernetes cluster create slinky-cluster \\\n  --region fra1 \\\n  --node-pool \"name=slinky-pool;size=g-2vcpu-8gb;count=3;auto-scale=true;min-nodes=3;max-nodes=5\"<\/code><\/pre>\n<p>K\u00fcmenin olu\u015fturulmas\u0131 birka\u00e7 dakika s\u00fcrebilir. Kurulum tamamland\u0131ktan sonra, Kubernetes yap\u0131land\u0131rma dosyas\u0131n\u0131 (kubeconfig) yerel sistemimize entegre etmek i\u00e7in \u015fu komutu \u00e7al\u0131\u015ft\u0131r\u0131yoruz:<\/p>\n<pre><code>doctl kubernetes cluster kubeconfig save slinky-cluster<\/code><\/pre>\n<p>Bu i\u015flemin ard\u0131ndan, k\u00fcmenizin durumunu do\u011frulamak i\u00e7in d\u00fc\u011f\u00fcmleri listeleyebilirsiniz. D\u00fc\u011f\u00fcmlerin &#8220;Ready&#8221; durumunda oldu\u011funu g\u00f6rmek, kurulumun ba\u015far\u0131yla tamamland\u0131\u011f\u0131n\u0131 g\u00f6sterir:<\/p>\n<pre><code>kubectl get nodes<\/code><\/pre>\n<h3>Slinky Oracle Bile\u015fenleri ve Mimarisi Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h3>\n<p>Slinky&#8217;nin Kubernetes \u00fczerindeki \u00e7al\u0131\u015fma mant\u0131\u011f\u0131n\u0131 kavramak, olas\u0131 hata durumlar\u0131nda sorun giderme (troubleshooting) s\u00fcrecini b\u00fcy\u00fck \u00f6l\u00e7\u00fcde kolayla\u015ft\u0131r\u0131r. Slinky, veri sa\u011flay\u0131c\u0131lardan ald\u0131\u011f\u0131 ham verileri i\u015fleyerek do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcme gRPC protokol\u00fc \u00fczerinden sunar. Bu s\u00fcre\u00e7 son derece optimize edilmi\u015ftir ve minimum kaynak t\u00fcketimiyle \u00e7al\u0131\u015facak \u015fekilde tasarlanm\u0131\u015ft\u0131r.<\/p>\n<p>A\u015fa\u011f\u0131daki tabloda, Slinky mimarisinin temel bile\u015fenlerini, \u00fcstlendikleri rolleri ve kulland\u0131klar\u0131 varsay\u0131lan port yap\u0131land\u0131rmalar\u0131n\u0131 inceleyebilirsiniz:<\/p>\n<table>\n<thead>\n<tr>\n<th>Bile\u015fen Ad\u0131<\/th>\n<th>G\u00f6revi<\/th>\n<th>Varsay\u0131lan Port<\/th>\n<th>Protokol<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Slinky Core<\/td>\n<td>Veri toplama, filtreleme ve fiyat hesaplama i\u015flemlerini y\u00fcr\u00fct\u00fcr.<\/td>\n<td>8080<\/td>\n<td>HTTP \/ Prometheus<\/td>\n<\/tr>\n<tr>\n<td>gRPC Server<\/td>\n<td>Do\u011frulay\u0131c\u0131 (validator) d\u00fc\u011f\u00fcm\u00fcn fiyat verilerini sorgulad\u0131\u011f\u0131 aray\u00fczd\u00fcr.<\/td>\n<td>9090<\/td>\n<td>gRPC<\/td>\n<\/tr>\n<tr>\n<td>Provider API<\/td>\n<td>Borsalar\u0131n API ve WebSocket sunucular\u0131na ba\u011flant\u0131 sa\u011flar.<\/td>\n<td>De\u011fi\u015fken<\/td>\n<td>WebSocket \/ HTTPS<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u00d6te yandan, Slinky&#8217;yi Kubernetes \u00fczerinde konumland\u0131r\u0131rken iki farkl\u0131 tasar\u0131m modeli uygulayabiliriz. Birinci modelde, Slinky uygulamas\u0131n\u0131 do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcm\u00fcn (validator pod) i\u00e7erisinde bir &#8220;sidecar&#8221; konteyner olarak \u00e7al\u0131\u015ft\u0131r\u0131r\u0131z. Bu model, iki konteyner aras\u0131ndaki a\u011f gecikmesini s\u0131f\u0131ra indirdi\u011fi i\u00e7in en y\u00fcksek performans\u0131 sunar. \u0130kinci modelde ise Slinky&#8217;yi ba\u011f\u0131ms\u0131z bir servis (Deployment) olarak da\u011f\u0131t\u0131r\u0131z. Bu model ise birden fazla do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcm\u00fcn veya uygulaman\u0131n ayn\u0131 oracle servisinden yararlanmas\u0131n\u0131 sa\u011flayarak kaynak tasarrufu sunar. Bu rehberde, y\u00f6netimi daha esnek olan ba\u011f\u0131ms\u0131z servis modelini ele alaca\u011f\u0131z.<\/p>\n<h3>Ad\u0131m Ad\u0131m Slinky Da\u011f\u0131t\u0131m\u0131: Kubernetes YAML Dosyalar\u0131n\u0131n Haz\u0131rlanmas\u0131<\/h3>\n<p>Kubernetes \u00fczerinde Slinky&#8217;yi aya\u011fa kald\u0131rmak i\u00e7in \u00f6ncelikle bir yap\u0131land\u0131rma dosyas\u0131na (ConfigMap) ve ard\u0131ndan uygulaman\u0131n kendisini y\u00f6netecek bir Deployment dosyas\u0131na ihtiyac\u0131m\u0131z var. Bu b\u00f6l\u00fcmde, gerekli tan\u0131mlamalar\u0131 yaparak Slinky&#8217;yi canl\u0131ya alaca\u011f\u0131z.<\/p>\n<p>\u0130lk ad\u0131m olarak, Slinky&#8217;nin hangi borsalardan hangi pariteleri \u00e7ekece\u011fini belirleyen <code>slinky-config.yaml<\/code> ad\u0131nda bir ConfigMap olu\u015ftural\u0131m. Bu konfig\u00fcrasyon, Slinky&#8217;nin kalbidir ve fiyat g\u00fcncellemelerinin s\u0131kl\u0131\u011f\u0131n\u0131 belirler:<\/p>\n<pre><code>apiVersion: v1\nkind: ConfigMap\nmetadata:\n  name: slinky-config\n  namespace: default\ndata:\n  oracle.json: |\n    {\n      \"prometheus_config\": {\n        \"enabled\": true,\n        \"port\": \"8080\"\n      },\n      \"providers\": {\n        \"binance_api\": {\n          \"name\": \"binance_api\",\n          \"api_url\": \"https:\/\/api.binance.com\",\n          \"interval_ms\": 500\n        },\n        \"coinbase_api\": {\n          \"name\": \"coinbase_api\",\n          \"api_url\": \"https:\/\/api.coinbase.com\",\n          \"interval_ms\": 1000\n        }\n      },\n      \"markets\": [\n        {\n          \"ticker\": \"BTC\/USD\",\n          \"providers\": [\"binance_api\", \"coinbase_api\"]\n        },\n        {\n          \"ticker\": \"ETH\/USD\",\n          \"providers\": [\"binance_api\", \"coinbase_api\"]\n        }\n      ]\n    }<\/code><\/pre>\n<p>Bu ConfigMap dosyas\u0131n\u0131 Kubernetes k\u00fcmemize uygulamak i\u00e7in \u015fu komutu \u00e7al\u0131\u015ft\u0131r\u0131yoruz:<\/p>\n<pre><code>kubectl apply -f slinky-config.yaml<\/code><\/pre>\n<p>Daha sonra, Slinky konteynerini \u00e7al\u0131\u015ft\u0131racak olan Deployment ve bu servise d\u0131\u015far\u0131dan veya k\u00fcme i\u00e7inden eri\u015fimi sa\u011flayacak Service tan\u0131mlamalar\u0131n\u0131 i\u00e7eren <code>slinky-deployment.yaml<\/code> dosyas\u0131n\u0131 haz\u0131rlayal\u0131m:<\/p>\n<pre><code>apiVersion: apps\/v1\nkind: Deployment\nmetadata:\n  name: slinky-oracle\n  namespace: default\n  labels:\n    app: slinky-oracle\nspec:\n  replicas: 2\n  selector:\n    matchLabels:\n      app: slinky-oracle\n  template:\n    metadata:\n      labels:\n        app: slinky-oracle\n    spec:\n      containers:\n      - name: slinky\n        image: ghcr.io\/skip-mev\/slinky:v1.0.0\n        imagePullPolicy: IfNotPresent\n        args:\n        - \"--config\"\n        - \"\/etc\/slinky\/oracle.json\"\n        ports:\n        - containerPort: 8080\n          name: metrics\n        - containerPort: 9090\n          name: grpc\n        resources:\n          limits:\n            cpu: \"1\"\n            memory: 1Gi\n          requests:\n            cpu: \"500m\"\n            memory: 512Mi\n        volumeMounts:\n        - name: config-volume\n          mountPath: \/etc\/slinky\n      volumes:\n      - name: config-volume\n        configMap:\n          name: slinky-config\n---\napiVersion: v1\nkind: Service\nmetadata:\n  name: slinky-service\n  namespace: default\nspec:\n  selector:\n    app: slinky-oracle\n  ports:\n    - protocol: TCP\n      port: 9090\n      targetPort: 9090\n      name: grpc\n    - protocol: TCP\n      port: 8080\n      targetPort: 8080\n      name: metrics\n  type: ClusterIP<\/code><\/pre>\n<p>Haz\u0131rlad\u0131\u011f\u0131m\u0131z bu deployment dosyas\u0131n\u0131 da k\u00fcmemize uygulayarak podlar\u0131n aya\u011fa kalkmas\u0131n\u0131 sa\u011fl\u0131yoruz:<\/p>\n<pre><code>kubectl apply -f slinky-deployment.yaml<\/code><\/pre>\n<p>Ek olarak, podlar\u0131n ba\u015far\u0131yla \u00e7al\u0131\u015f\u0131p \u00e7al\u0131\u015fmad\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in pod listesini inceleyebiliriz:<\/p>\n<pre><code>kubectl get pods -l app=slinky-oracle<\/code><\/pre>\n<h3>Ger\u00e7ek Zamanl\u0131 Fiyat Verilerini \u00c7ekmek: Slinky Konfig\u00fcrasyonu<\/h3>\n<p>Slinky&#8217;yi ba\u015far\u0131yla \u00e7al\u0131\u015ft\u0131rd\u0131ktan sonra, sistemin veri sa\u011flay\u0131c\u0131lardan (providers) ger\u00e7ek zamanl\u0131 fiyat verilerini do\u011fru bir \u015fekilde \u00e7ekip \u00e7ekmedi\u011fini do\u011frulamam\u0131z gerekir. Bu a\u015fama, oracle sisteminin g\u00fcvenilirli\u011fi a\u00e7\u0131s\u0131ndan hayati \u00f6nem ta\u015f\u0131r.<\/p>\n<p>\u00d6ncelikle, Slinky podunun loglar\u0131n\u0131 inceleyerek veri ak\u0131\u015f\u0131n\u0131 g\u00f6zlemleyelim. Loglarda herhangi bir ba\u011flant\u0131 hatas\u0131 veya API eri\u015fim engeli olup olmad\u0131\u011f\u0131n\u0131 kontrol etmek i\u00e7in a\u015fa\u011f\u0131daki komutu kullanabiliriz:<\/p>\n<pre><code>kubectl logs -l app=slinky-oracle --tail=50 -f<\/code><\/pre>\n<p>E\u011fer yap\u0131land\u0131rma do\u011fru yap\u0131ld\u0131ysa, loglarda veri sa\u011flay\u0131c\u0131lardan ba\u015far\u0131yla fiyat \u00e7ekildi\u011fine ve gRPC sunucusunun aktif olarak istekleri dinledi\u011fine dair \u00e7\u0131kt\u0131lar\u0131 g\u00f6rmeniz gerekir. \u00d6rne\u011fin, a\u015fa\u011f\u0131daki gibi log sat\u0131rlar\u0131 ba\u015far\u0131l\u0131 bir entegrasyona i\u015faret eder:<\/p>\n<pre><code>{\"level\":\"info\",\"time\":\"2023-10-27T12:00:01Z\",\"message\":\"successfully fetched prices for BTC\/USD: 34250.50\"}\n{\"level\":\"info\",\"time\":\"2023-10-27T12:00:01Z\",\"message\":\"successfully fetched prices for ETH\/USD: 1810.20\"}<\/code><\/pre>\n<p>Bununla birlikte, gRPC portunun (9090) d\u00fczg\u00fcn yan\u0131t verip vermedi\u011fini test etmek i\u00e7in k\u00fcme i\u00e7erisinden ge\u00e7ici bir test podu olu\u015fturabilir ve gRPC sorgular\u0131 ger\u00e7ekle\u015ftirebiliriz. Bu sayede, a\u011f i\u00e7i ileti\u015fimin (internal networking) kesintisiz \u00e7al\u0131\u015ft\u0131\u011f\u0131ndan emin oluruz. Sonu\u00e7 olarak, bu ad\u0131mlar\u0131 tamamlad\u0131\u011f\u0131n\u0131zda Slinky oracle sisteminiz tamamen i\u015flevsel hale gelmi\u015f olacakt\u0131r.<\/p>\n<h3>Ger\u00e7ek D\u00fcnya Senaryosu: Bir DeFi Protokol\u00fc \u0130\u00e7in Slinky Canl\u0131 Uygulamas\u0131<\/h3>\n<p>Slinky&#8217;nin g\u00fcc\u00fcn\u00fc daha iyi anlamak ad\u0131na, ger\u00e7ek bir kullan\u0131m senaryosunu (case study) ele alal\u0131m. DigitalOcean \u00fczerinde \u00e7al\u0131\u015fan ve Cosmos tabanl\u0131 bir blokzincirde i\u015flem yapan &#8220;AuraFinance&#8221; ad\u0131nda bir merkeziyetsiz bor\u00e7 alma\/verme (lending) protokol\u00fcm\u00fcz oldu\u011funu varsayal\u0131m.<\/p>\n<p>AuraFinance, kullan\u0131c\u0131lar\u0131n teminat oranlar\u0131n\u0131 anl\u0131k olarak izlemek zorundad\u0131r. E\u011fer Ethereum (ETH) fiyat\u0131 aniden d\u00fc\u015ferse ve oracle verisi sisteme ge\u00e7 ula\u015f\u0131rsa, protokol k\u00f6t\u00fc niyetli bor\u00e7lular nedeniyle zarara u\u011frayabilir (bad debt). Slinky \u00f6ncesinde, AuraFinance fiyat g\u00fcncellemelerini her 10 saniyede bir al\u0131yordu ve bu durum ani piyasa hareketlerinde (flash crashes) b\u00fcy\u00fck risk olu\u015fturuyordu.<\/p>\n<p>DOKS \u00fczerinde Slinky entegrasyonu tamamland\u0131ktan sonra s\u00fcre\u00e7 \u015fu \u015fekilde optimize edilmi\u015ftir:<\/p>\n<ul>\n<li>Slinky, Binance ve Coinbase WebSocket ba\u011flant\u0131lar\u0131 \u00fczerinden ETH fiyat\u0131n\u0131 her 200 milisaniyede bir g\u00fcnceller.<\/li>\n<li>Do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcmler, blok teklif ederken Slinky gRPC servisinden en g\u00fcncel fiyat\u0131 \u00e7eker ve bunu do\u011frudan blo\u011fun i\u00e7ine g\u00f6mer.<\/li>\n<li>AuraFinance ak\u0131ll\u0131 s\u00f6zle\u015fmeleri, her blok ba\u015f\u0131nda (yakla\u015f\u0131k 1-2 saniye) kesin ve manip\u00fcle edilemez fiyat verisine eri\u015fir.<\/li>\n<\/ul>\n<p>Bu d\u00f6n\u00fc\u015f\u00fcm sayesinde AuraFinance, tasfiye i\u015flemlerini milisaniyeler i\u00e7inde ger\u00e7ekle\u015ftirerek platform riskini s\u0131f\u0131ra indirmi\u015ftir. Ayr\u0131ca, harici oracle sa\u011flay\u0131c\u0131lar\u0131na \u00f6denen y\u00fcksek i\u015flem \u00fccretleri ortadan kalkm\u0131\u015f, t\u00fcm veri ak\u0131\u015f\u0131 do\u011frulay\u0131c\u0131lar\u0131n kendi altyap\u0131s\u0131 \u00fczerinden g\u00fcvenli bir \u015fekilde akmaya ba\u015flam\u0131\u015ft\u0131r.<\/p>\n<h3>Performans Optimizasyonu ve \u0130zleme (Monitoring) Y\u00f6ntemleri<\/h3>\n<p>Slinky&#8217;yi \u00fcretim ortam\u0131nda (production) \u00e7al\u0131\u015ft\u0131r\u0131rken, y\u00fcksek eri\u015filebilirlik ve d\u00fc\u015f\u00fck gecikme s\u00fcresini garanti alt\u0131na almak i\u00e7in baz\u0131 optimizasyonlar yap\u0131lmas\u0131 \u015fartt\u0131r. Kubernetes ortam\u0131nda bu durum kaynak y\u00f6netimi ve do\u011fru izleme stratejileriyle sa\u011flan\u0131r.<\/p>\n<p>\u0130lk olarak, CPU ve Bellek (Memory) limitlerini do\u011fru ayarlamak gerekir. Slinky, yo\u011fun a\u011f trafi\u011fi alt\u0131nda CPU t\u00fcketimini art\u0131rabilir. Bu nedenle, Kubernetes Deployment dosyas\u0131nda belirtti\u011fimiz <code>resources<\/code> alan\u0131n\u0131 uygulaman\u0131z\u0131n y\u00fck testlerindeki davran\u0131\u015f\u0131na g\u00f6re optimize etmelisiniz. CPU &#8220;throttling&#8221; ya\u015fanmamas\u0131 i\u00e7in limit de\u011ferlerini esnek tutmak \u00f6nemlidir.<\/p>\n<p>\u0130kinci olarak, Slinky&#8217;nin sundu\u011fu Prometheus metriklerini kullanarak sistemi anl\u0131k olarak izlemeliyiz. Slinky, varsay\u0131lan olarak 8080 portundan metrik yay\u0131nlar. K\u00fcmenizde kurulu bir Prometheus ve Grafana altyap\u0131s\u0131 varsa, a\u015fa\u011f\u0131daki metrikleri takip ederek sistem sa\u011fl\u0131\u011f\u0131n\u0131 izleyebilirsiniz:<\/p>\n<ul>\n<li><code>slinky_provider_request_duration_seconds:<\/code> Veri sa\u011flay\u0131c\u0131lardan fiyat \u00e7ekme s\u00fcresi (gecikme analizi i\u00e7in kritik).<\/li>\n<li><code>slinky_provider_requests_failed_total:<\/code> Ba\u015far\u0131s\u0131z olan API isteklerinin say\u0131s\u0131 (sa\u011flay\u0131c\u0131 kesintilerini tespit etmek i\u00e7in).<\/li>\n<li><code>slinky_grpc_request_duration_seconds:<\/code> Do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcm\u00fcn Slinky&#8217;ye yapt\u0131\u011f\u0131 gRPC \u00e7a\u011fr\u0131lar\u0131n\u0131n yan\u0131t s\u00fcresi.<\/li>\n<\/ul>\n<p>Son olarak, DigitalOcean&#8217;\u0131n sundu\u011fu VPC (Virtual Private Cloud) \u00f6zelliklerinden yararlanarak, do\u011frulay\u0131c\u0131 d\u00fc\u011f\u00fcm ile Slinky podlar\u0131 aras\u0131ndaki a\u011f trafi\u011fini tamamen \u00f6zel a\u011f (private network) \u00fczerinde tutmal\u0131s\u0131n\u0131z. Bu yap\u0131land\u0131rma, hem g\u00fcvenli\u011fi art\u0131r\u0131r hem de genel internet \u00fczerindeki olas\u0131 gecikmelerden etkilenmenizi \u00f6nler.<\/p>\n<h3>S\u0131k\u00e7a Sorulan Sorular (SSS)<\/h3>\n<h4>Slinky&#8217;yi validator podu ile ayn\u0131 podda m\u0131 (sidecar) \u00e7al\u0131\u015ft\u0131rmal\u0131y\u0131m?<\/h4>\n<p>Evet, en d\u00fc\u015f\u00fck gecikme s\u00fcresini (low latency) hedefliyorsan\u0131z, Slinky&#8217;yi validator podunuzun i\u00e7erisinde ikinci bir konteyner (sidecar) olarak \u00e7al\u0131\u015ft\u0131rman\u0131z \u00f6nerilir. Ancak, birden fazla d\u00fc\u011f\u00fcme hizmet verecekseniz ba\u011f\u0131ms\u0131z bir Kubernetes Service olarak konumland\u0131rmak daha mant\u0131kl\u0131d\u0131r.<\/p>\n<h4>DigitalOcean DOKS \u00fczerinde Slinky \u00e7al\u0131\u015ft\u0131rman\u0131n maliyeti nedir?<\/h4>\n<p>Slinky son derece hafif bir uygulamad\u0131r. Bu rehberde kulland\u0131\u011f\u0131m\u0131z 3 d\u00fc\u011f\u00fcml\u00fc DOKS k\u00fcmesi (g-2vcpu-8gb d\u00fc\u011f\u00fcm tipi) ayl\u0131k yakla\u015f\u0131k 120-150 USD civar\u0131nda bir maliyete sahiptir. Slinky tek ba\u015f\u0131na \u00e7ok az kaynak t\u00fcketti\u011fi i\u00e7in mevcut validator altyap\u0131n\u0131z\u0131n \u00fczerine ek bir \u00fccret \u00f6demeden de kurulabilir.<\/p>\n<h4>Slinky hangi veri kaynaklar\u0131n\u0131 (providers) destekler?<\/h4>\n<p>Slinky; Binance, Coinbase, dYdX, OKX, Kraken ve Bybit gibi d\u00fcnyan\u0131n en b\u00fcy\u00fck merkezi borsalar\u0131n\u0131n yan\u0131 s\u0131ra \u00e7e\u015fitli merkeziyetsiz borsalar\u0131n (DEX) API ve WebSocket ba\u011flant\u0131lar\u0131n\u0131 kutudan \u00e7\u0131kt\u0131\u011f\u0131 haliyle desteklemektedir.<\/p>\n<h4>A\u011f gecikmelerini azaltmak i\u00e7in hangi DigitalOcean b\u00f6lgesini se\u00e7meliyim?<\/h4>\n<p>Veri sa\u011flay\u0131c\u0131lar\u0131n (borsalar\u0131n) sunucular\u0131na en yak\u0131n olan b\u00f6lgeleri se\u00e7mek gecikmeyi azalt\u0131r. Genellikle Frankfurt (fra1) veya New York (nyc3) b\u00f6lgeleri, finansal veri sa\u011flay\u0131c\u0131lar\u0131n\u0131n sunucular\u0131na yak\u0131nl\u0131\u011f\u0131 nedeniyle en \u00e7ok tercih edilen DOKS b\u00f6lgeleridir.<\/p>\n<div class=\"github-example-link\"><strong>\u00d6rnek kod:<\/strong> <a href=\"https:\/\/github.com\/fatihsoysalcom\/slinky-kubernetes-sidecar-deployment\" target=\"_blank\" rel=\"noopener noreferrer\">github.com\/fatihsoysalcom\/slinky-kubernetes-sidecar-deployment<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"DigitalOcean Kubernetes \u00dczerinde Slinky Kurulum Rehberi DigitalOcean Kubernetes (DOKS) \u00fczerinde Skip Protocol&#8217;\u00fcn y\u00fcksek performansl\u0131 oracle \u00e7\u00f6z\u00fcm\u00fc Slinky&#8217;yi ad\u0131m&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":[1328],"tags":[],"class_list":{"0":"post-41981","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-bash","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>DigitalOcean Kubernetes \u00dczerinde Slinky Kurulum Rehberi<\/title>\n<meta name=\"description\" content=\"DigitalOcean Kubernetes (DOKS) \u00fczerinde Skip Protocol&#039;\u00fcn y\u00fcksek performansl\u0131 oracle \u00e7\u00f6z\u00fcm\u00fc Slinky&#039;yi ad\u0131m ad\u0131m kurun, DeFi verilerini an\u0131nda optimize edin.\" \/>\n<meta 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