Tag: Kubernetes Orchestration

Kubernetes provides production-grade orchestration for running Geode at scale. As a cloud-native graph database, Geode integrates seamlessly with Kubernetes, leveraging StatefulSets for stable storage, Services for networking, ConfigMaps and Secrets for configuration, and Operators for advanced lifecycle management. Deploying Geode on Kubernetes enables automatic scaling, self-healing, rolling updates, and multi-region deployments. Whether you’re running a single-node development cluster or a globally distributed production system, Kubernetes provides the infrastructure automation needed for enterprise graph database operations. This comprehensive guide covers Kubernetes deployment patterns, from basic single-node setups through advanced multi-region topologies with automated backup, monitoring, and disaster recovery. <h3 id="core-kubernetes-concepts-for-geode" class="position-relative d-flex align-items-center group"> Core Kubernetes Concepts for Geode <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="core-kubernetes-concepts-for-geode" aria-haspopup="dialog" aria-label="Share link: Core Kubernetes Concepts for Geode"> Share link </button> </h3><div id="headingShareModal" class="heading-share-modal" role="dialog" aria-modal="true" aria-labelledby="headingShareTitle" hidden> <div class="hsm-dialog" role="document"> <div class="hsm-header"> <h2 id="headingShareTitle" class="h6 mb-0 fw-bold">Share this section</h2> <button type="button" class="hsm-close" aria-label="Close"> </button> </div> <div class="hsm-body"> <label for="headingShareInput" class="form-label small text-muted mb-1 text-uppercase fw-bold" style="font-size: 0.7rem; 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Each Geode node gets a predictable hostname and persistent volume claim. Services: Kubernetes Services provide stable endpoints for client connections and inter-node communication. Geode uses headless Services for StatefulSet discovery and LoadBalancer Services for external access. Persistent Volumes: Geode’s data directory and WAL are stored on PersistentVolumeClaims, ensuring data survives pod rescheduling. ConfigMaps and Secrets: Configuration files, TLS certificates, and credentials are managed through Kubernetes resources, enabling GitOps workflows. Health Checks: Liveness and readiness probes ensure Kubernetes only routes traffic to healthy Geode nodes and restarts failed instances. <h3 id="basic-deployment" class="position-relative d-flex align-items-center group"> Basic Deployment <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="basic-deployment" aria-haspopup="dialog" aria-label="Share link: Basic Deployment"> Share link </button> </h3>Single-Node Geode StatefulSet: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: v1 kind: Service metadata: name: geode labels: app: geode spec: ports: - port: 3141 name: client - port: 8080 name: metrics clusterIP: None selector: app: geode --- apiVersion: apps/v1 kind: StatefulSet metadata: name: geode spec: serviceName: geode replicas: 1 selector: matchLabels: app: geode template: metadata: labels: app: geode spec: containers: - name: geode image: geodedb/geode:0.2.18 ports: - containerPort: 3141 name: client - containerPort: 8080 name: metrics env: - name: GEODE_DATA_DIR value: /var/lib/geode - name: POD_NAME valueFrom: fieldRef: fieldPath: metadata.name volumeMounts: - name: data mountPath: /var/lib/geode livenessProbe: exec: command: ["geode", "ping"] initialDelaySeconds: 30 periodSeconds: 10 readinessProbe: exec: command: ["geode", "ready"] initialDelaySeconds: 10 periodSeconds: 5 resources: requests: memory: "2Gi" cpu: "1000m" limits: memory: "4Gi" cpu: "2000m" volumeClaimTemplates: - metadata: name: data spec: accessModes: ["ReadWriteOnce"] storageClassName: fast-ssd resources: requests: storage: 100Gi </code></pre></div>Apply the Configuration: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create namespace kubectl create namespace geode # Apply manifests kubectl apply -f geode-statefulset.yaml -n geode # Check status kubectl get pods -n geode kubectl get pvc -n geode # View logs kubectl logs geode-0 -n geode # Connect to Geode shell kubectl exec -it geode-0 -n geode -- geode shell </code></pre></div> <h3 id="multi-node-cluster-deployment" class="position-relative d-flex align-items-center group"> Multi-Node Cluster Deployment <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="multi-node-cluster-deployment" aria-haspopup="dialog" aria-label="Share link: Multi-Node Cluster Deployment"> Share link </button> </h3>Deploy a three-node Geode cluster for high availability: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: apps/v1 kind: StatefulSet metadata: name: geode namespace: geode spec: serviceName: geode-headless replicas: 3 podManagementPolicy: Parallel selector: matchLabels: app: geode template: metadata: labels: app: geode spec: affinity: podAntiAffinity: requiredDuringSchedulingIgnoredDuringExecution: - labelSelector: matchExpressions: - key: app operator: In values: - geode topologyKey: kubernetes.io/hostname containers: - name: geode image: geodedb/geode:0.2.18 env: - name: GEODE_CLUSTER_MODE value: "distributed" - name: GEODE_NODE_NAME valueFrom: fieldRef: fieldPath: metadata.name - name: GEODE_CLUSTER_PEERS value: "geode-0.geode-headless:3141,geode-1.geode-headless:3141,geode-2.geode-headless:3141" - name: GEODE_REPLICATION_FACTOR value: "3" volumeMounts: - name: data mountPath: /var/lib/geode - name: config mountPath: /etc/geode - name: tls mountPath: /etc/geode/tls readOnly: true resources: requests: memory: "4Gi" cpu: "2000m" limits: memory: "8Gi" cpu: "4000m" volumes: - name: config configMap: name: geode-config - name: tls secret: secretName: geode-tls volumeClaimTemplates: - metadata: name: data spec: accessModes: ["ReadWriteOnce"] storageClassName: fast-ssd resources: requests: storage: 500Gi </code></pre></div> <h3 id="configuration-management" class="position-relative d-flex align-items-center group"> Configuration Management <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="configuration-management" aria-haspopup="dialog" aria-label="Share link: Configuration Management"> Share link </button> </h3>ConfigMap for Geode Configuration: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: v1 kind: ConfigMap metadata: name: geode-config namespace: geode data: geode.toml: | [server] listen = "0.0.0.0:3141" max_connections = 1000 [storage] data_dir = "/var/lib/geode/data" wal_dir = "/var/lib/geode/wal" [logging] level = "INFO" format = "json" [metrics] enabled = true endpoint = "/metrics" </code></pre></div>Secrets for TLS Certificates: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Create TLS secret kubectl create secret tls geode-tls \ --cert=server.crt \ --key=server.key \ -n geode # Create secret from files kubectl create secret generic geode-admin-password \ --from-file=admin-password=./admin-password.txt \ -n geode </code></pre></div> <h3 id="service-exposure" class="position-relative d-flex align-items-center group"> Service Exposure <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="service-exposure" aria-haspopup="dialog" aria-label="Share link: Service Exposure"> Share link </button> </h3>ClusterIP Service (internal access): <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: v1 kind: Service metadata: name: geode-headless namespace: geode spec: clusterIP: None selector: app: geode ports: - name: client port: 3141 - name: metrics port: 8080 </code></pre></div>LoadBalancer Service (external access): <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: v1 kind: Service metadata: name: geode-external namespace: geode spec: type: LoadBalancer selector: app: geode ports: - name: client port: 3141 targetPort: 3141 </code></pre></div>Ingress for HTTP/HTTPS: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: networking.k8s.io/v1 kind: Ingress metadata: name: geode-ingress namespace: geode annotations: cert-manager.io/cluster-issuer: "letsencrypt-prod" spec: tls: - hosts: - geode.example.com secretName: geode-tls rules: - host: geode.example.com http: paths: - path: / pathType: Prefix backend: service: name: geode-external port: number: 3141 </code></pre></div> <h3 id="horizontal-pod-autoscaling" class="position-relative d-flex align-items-center group"> Horizontal Pod Autoscaling <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="horizontal-pod-autoscaling" aria-haspopup="dialog" aria-label="Share link: Horizontal Pod Autoscaling"> Share link </button> </h3>Scale Geode based on metrics: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: autoscaling/v2 kind: HorizontalPodAutoscaler metadata: name: geode-hpa namespace: geode spec: scaleTargetRef: apiVersion: apps/v1 kind: StatefulSet name: geode minReplicas: 3 maxReplicas: 10 metrics: - type: Resource resource: name: cpu target: type: Utilization averageUtilization: 70 - type: Resource resource: name: memory target: type: Utilization averageUtilization: 80 - type: Pods pods: metric: name: geode_queries_per_second target: type: AverageValue averageValue: "1000" </code></pre></div> <h3 id="monitoring-with-prometheus" class="position-relative d-flex align-items-center group"> Monitoring with Prometheus <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="monitoring-with-prometheus" aria-haspopup="dialog" aria-label="Share link: Monitoring with Prometheus"> Share link </button> </h3>ServiceMonitor for Prometheus Operator: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: monitoring.coreos.com/v1 kind: ServiceMonitor metadata: name: geode namespace: geode labels: app: geode spec: selector: matchLabels: app: geode endpoints: - port: metrics interval: 15s path: /metrics </code></pre></div>PodMonitor for Direct Pod Metrics: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: monitoring.coreos.com/v1 kind: PodMonitor metadata: name: geode-pods namespace: geode spec: selector: matchLabels: app: geode podMetricsEndpoints: - port: metrics interval: 15s </code></pre></div> <h3 id="backup-and-disaster-recovery" class="position-relative d-flex align-items-center group"> Backup and Disaster Recovery <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="backup-and-disaster-recovery" aria-haspopup="dialog" aria-label="Share link: Backup and Disaster Recovery"> Share link </button> </h3>CronJob for Automated Backups: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: batch/v1 kind: CronJob metadata: name: geode-backup namespace: geode spec: schedule: "0 2 * * *" # Daily at 2 AM jobTemplate: spec: template: spec: containers: - name: backup image: geodedb/geode-backup:latest env: - name: GEODE_HOST value: geode-0.geode-headless:3141 - name: BACKUP_DESTINATION value: s3://my-bucket/geode-backups - name: AWS_ACCESS_KEY_ID valueFrom: secretKeyRef: name: aws-credentials key: access-key-id - name: AWS_SECRET_ACCESS_KEY valueFrom: secretKeyRef: name: aws-credentials key: secret-access-key restartPolicy: OnFailure </code></pre></div> <h3 id="rolling-updates" class="position-relative d-flex align-items-center group"> Rolling Updates <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="rolling-updates" aria-haspopup="dialog" aria-label="Share link: Rolling Updates"> Share link </button> </h3>Update Strategy Configuration: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">spec: updateStrategy: type: RollingUpdate rollingUpdate: partition: 0 </code></pre></div>Perform Rolling Update: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Update image kubectl set image statefulset/geode \ geode=geodedb/geode:0.2.18 \ -n geode # Monitor rollout kubectl rollout status statefulset/geode -n geode # Rollback if needed kubectl rollout undo statefulset/geode -n geode </code></pre></div> <h3 id="storage-classes" class="position-relative d-flex align-items-center group"> Storage Classes <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="storage-classes" aria-haspopup="dialog" aria-label="Share link: Storage Classes"> Share link </button> </h3>Fast SSD Storage Class: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: storage.k8s.io/v1 kind: StorageClass metadata: name: fast-ssd provisioner: kubernetes.io/aws-ebs parameters: type: io2 iopsPerGB: "50" fsType: ext4 allowVolumeExpansion: true volumeBindingMode: WaitForFirstConsumer </code></pre></div> <h3 id="network-policies" class="position-relative d-flex align-items-center group"> Network Policies <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="network-policies" aria-haspopup="dialog" aria-label="Share link: Network Policies"> Share link </button> </h3>Restrict Network Access: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-yaml" data-lang="yaml">apiVersion: networking.k8s.io/v1 kind: NetworkPolicy metadata: name: geode-network-policy namespace: geode spec: podSelector: matchLabels: app: geode policyTypes: - Ingress - Egress ingress: - from: - podSelector: matchLabels: role: geode-client - namespaceSelector: matchLabels: name: application ports: - protocol: TCP port: 3141 egress: - to: - podSelector: matchLabels: app: geode ports: - protocol: TCP port: 3141 </code></pre></div> <h3 id="helm-chart-deployment" class="position-relative d-flex align-items-center group"> Helm Chart Deployment <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="helm-chart-deployment" aria-haspopup="dialog" aria-label="Share link: Helm Chart Deployment"> Share link </button> </h3>Install Geode using Helm: <div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"># Add Geode Helm repository helm repo add geode https://charts.geodedb.com helm repo update # Install with custom values helm install geode geode/geode \ --namespace geode \ --create-namespace \ --set replicaCount=3 \ --set persistence.size=500Gi \ --set resources.requests.memory=4Gi \ --set resources.requests.cpu=2000m \ --set metrics.enabled=true \ --set ingress.enabled=true \ --set ingress.hosts[0]=geode.example.com # Upgrade installation helm upgrade geode geode/geode \ --namespace geode \ --values custom-values.yaml # Uninstall helm uninstall geode -n geode </code></pre></div> <h3 id="best-practices" class="position-relative d-flex align-items-center group"> Best Practices <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="best-practices" aria-haspopup="dialog" aria-label="Share link: Best Practices"> Share link </button> </h3>Resource Management: Set appropriate resource requests and limits based on workload characteristics. Pod Anti-Affinity: Distribute Geode pods across nodes to ensure high availability. Persistent Storage: Use high-performance storage classes (SSD/NVMe) for database volumes. Health Checks: Implement proper liveness and readiness probes to enable self-healing. Security: Use RBAC, Network Policies, and Pod Security Standards to secure deployments. Monitoring: Deploy Prometheus and Grafana for comprehensive observability. Backup Strategy: Automate regular backups to external storage systems. Updates: Use rolling updates with proper testing in staging environments first. Namespace Isolation: Deploy Geode in dedicated namespaces with appropriate resource quotas. Configuration Management: Use GitOps tools like ArgoCD or Flux for declarative configuration. <h3 id="related-topics" class="position-relative d-flex align-items-center group"> Related Topics <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="related-topics" aria-haspopup="dialog" aria-label="Share link: Related Topics"> Share link </button> </h3><ul> <li><a href="/tags/docker/" >Docker Containerization</a> </li> <li><a href="/tags/deployment/" >Deployment and DevOps</a> </li> <li><a href="/tags/monitoring/" >Monitoring and Observability</a> </li> <li><a href="/tags/prometheus/" >Prometheus Metrics</a> </li> <li><a href="/tags/infrastructure/" >Infrastructure Operations</a> </li> <li><a href="/tags/production/" >Production Best Practices</a> </li> <li><a href="/tags/scaling/" >Scaling Strategies</a> </li> </ul> <h3 id="further-reading" class="position-relative d-flex align-items-center group"> Further Reading <button type="button" class="h-share btn btn-link p-0 text-decoration-none link-secondary opacity-50 hover-opacity-100 transition-all ms-1" data-share-target="further-reading" aria-haspopup="dialog" aria-label="Share link: Further Reading"> Share link </button> </h3><ul> <li>Kubernetes Deployment Guide</li> <li>Helm Chart Documentation</li> <li>Multi-Region Deployment Patterns</li> <li>Disaster Recovery Planning</li> <li>Performance Tuning for Kubernetes</li> <li>Security Hardening Guide</li> </ul>

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