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kubernetes-helm【部署与运维】Manages Kubernetes clusters and Helm charts. Use when the user wants to write Kubernetes manifests, create Helm charts, deploy applications, debug pods, configure networking (services, ingress), set up autoscaling, manage secrets and config maps, write operators, troubleshoot cluster issues, or implement GitOps workflows. Trigger words: kubernetes, k…
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Writes Kubernetes manifests and Helm charts, deploys and manages applications on Kubernetes clusters, debugs workloads, configures networking and storage, sets up autoscaling and observability, and implements GitOps workflows.
Deployment:
apiVersion: apps/v1
kind: Deployment
metadata:
name: api-server
namespace: app
spec:
replicas: 3
selector:
matchLabels: { app: api-server }
strategy:
type: RollingUpdate
rollingUpdate: { maxUnavailable: 1, maxSurge: 1 }
template:
metadata:
labels: { app: api-server, version: v1 }
spec:
containers:
- name: api
image: registry.example.com/api:1.2.3
ports: [{ containerPort: 8080, name: http }]
env:
- name: DATABASE_URL
valueFrom: { secretKeyRef: { name: db-credentials, key: url } }
resources:
requests: { cpu: 250m, memory: 256Mi }
limits: { cpu: 500m, memory: 512Mi }
readinessProbe:
httpGet: { path: /health/ready, port: http }
initialDelaySeconds: 5
periodSeconds: 10
livenessProbe:
httpGet: { path: /health/live, port: http }
initialDelaySeconds: 15
lifecycle:
preStop:
exec: { command: ["/bin/sh", "-c", "sleep 10"] }
terminationGracePeriodSeconds: 30
StatefulSet (databases):
apiVersion: apps/v1
kind: StatefulSet
metadata:
name: redis
spec:
serviceName: redis
replicas: 3
selector:
matchLabels: { app: redis }
template:
spec:
containers:
- name: redis
image: redis:7-alpine
ports: [{ containerPort: 6379 }]
volumeMounts: [{ name: data, mountPath: /data }]
volumeClaimTemplates:
- metadata: { name: data }
spec:
accessModes: ["ReadWriteOnce"]
storageClassName: gp3
resources: { requests: { storage: 10Gi } }
CronJob:
apiVersion: batch/v1
kind: CronJob
metadata:
name: db-backup
spec:
schedule: "0 2 * * *"
concurrencyPolicy: Forbid
jobTemplate:
spec:
backoffLimit: 2
template:
spec:
restartPolicy: OnFailure
containers:
- name: backup
image: registry.example.com/db-backup:latest
envFrom: [{ secretRef: { name: backup-credentials } }]
Service + Ingress:
apiVersion: v1
kind: Service
metadata:
name: api-server
spec:
type: ClusterIP
selector: { app: api-server }
ports: [{ port: 80, targetPort: http }]
---
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
name: api-ingress
annotations:
cert-manager.io/cluster-issuer: letsencrypt-prod
spec:
ingressClassName: nginx
tls: [{ hosts: [api.example.com], secretName: api-tls }]
rules:
- host: api.example.com
http:
paths:
- path: /
pathType: Prefix
backend: { service: { name: api-server, port: { number: 80 } } }
apiVersion: autoscaling/v2
kind: HorizontalPodAutoscaler
metadata:
name: api-server
spec:
scaleTargetRef: { apiVersion: apps/v1, kind: Deployment, name: api-server }
minReplicas: 3
maxReplicas: 20
metrics:
- type: Resource
resource: { name: cpu, target: { type: Utilization, averageUtilization: 70 } }
behavior:
scaleUp: { stabilizationWindowSeconds: 60, policies: [{ type: Pods, value: 4, periodSeconds: 60 }] }
scaleDown: { stabilizationWindowSeconds: 300 }
Chart structure:
charts/api-server/
├── Chart.yaml
├── values.yaml
├── templates/
│ ├── _helpers.tpl
│ ├── deployment.yaml
│ ├── service.yaml
│ ├── ingress.yaml
│ └── hpa.yaml
values.yaml:
replicaCount: 2
image:
repository: registry.example.com/api
tag: latest
service: { type: ClusterIP, port: 80 }
ingress:
enabled: false
className: nginx
resources:
requests: { cpu: 250m, memory: 256Mi }
limits: { cpu: 500m, memory: 512Mi }
autoscaling:
enabled: false
minReplicas: 2
maxReplicas: 10
Commands:
helm upgrade --install api-server ./charts/api-server -n app --create-namespace -f values-prod.yaml --set image.tag=1.2.3
helm diff upgrade api-server ./charts/api-server -f values-prod.yaml
helm rollback api-server 1 -n app
helm template api-server ./charts/api-server -f values-prod.yaml # debug
kubectl describe pod <name> -n <ns> # Check events
kubectl logs <pod> -n <ns> --previous # Crashed container logs
kubectl exec -it <pod> -n <ns> -- /bin/sh # Shell into pod
kubectl port-forward svc/api-server 8080:80 -n app
kubectl top pods -n app
Common issues:
ImagePullBackOff → Check image name, tag, registry auth (imagePullSecrets)CrashLoopBackOff → Check logs (--previous), probes, resource limitsPending → Check node resources, PVC binding, taintsOOMKilled → Increase memory limitsapiVersion: argoproj.io/v1alpha1
kind: Application
metadata:
name: api-server
namespace: argocd
spec:
source:
repoURL: https://github.com/company/k8s-manifests
targetRevision: main
path: overlays/production
destination:
server: https://kubernetes.default.svc
namespace: app
syncPolicy:
automated: { prune: true, selfHeal: true }
syncOptions: [CreateNamespace=true]
Input: "Deploy: Node.js API (3 replicas), React frontend, PostgreSQL, Redis, background worker. Include ingress, TLS, autoscaling, persistent storage."
Output: Namespace with quotas, API Deployment with HPA (3-20 on CPU/memory) and probes, frontend Deployment with nginx ConfigMap, PostgreSQL StatefulSet (50Gi PVC), Redis Deployment, Worker Deployment with KEDA scaling, Ingress with cert-manager TLS and path routing, Secrets via external-secrets-operator.
Input: "Helm chart deploying per-tenant isolation: own namespace, database schema, subdomain. Single helm install per tenant."
Output: Chart with parameterized namespace, tenant-specific env vars, PostgreSQL schema init job, Ingress with {{ .Values.tenant.slug }}.app.example.com, NetworkPolicy isolation, resource quotas by plan (starter/pro/enterprise).
RollingUpdate with maxUnavailable: 1 and preStop sleep for zero-downtime deployslatest in productionhelm diff before every upgradeClusterIP + Ingress over LoadBalancer services