mlops-architecture/manifests/deployment.yaml

53 lines
1.1 KiB
YAML

apiVersion: apps/v1
kind: Deployment
metadata:
name: mlops-serving
namespace: soo
labels:
app: mlops-serving
spec:
replicas: 1
selector:
matchLabels:
app: mlops-serving
template:
metadata:
labels:
app: mlops-serving
spec:
containers:
- name: serving
image: ${REGISTRY_URL}/mlops-serving:latest # CI에서 자동 업데이트
ports:
- containerPort: 8080
resources:
requests:
cpu: 500m
memory: 512Mi
limits:
cpu: "2"
memory: 2Gi
# env:
# - name: MODEL_PATH
# value: /models/model.pt
# volumeMounts:
# - name: model-storage
# mountPath: /models
# volumes:
# - name: model-storage
# persistentVolumeClaim:
# claimName: mlops-model-pvc
---
apiVersion: v1
kind: Service
metadata:
name: mlops-serving
namespace: soo
spec:
selector:
app: mlops-serving
ports:
- port: 80
targetPort: 8080
type: ClusterIP