pip需要持久化，先容器sleep 10000，进容器

export PYTHONPATH=/usr/src/app/requirements
export PIP_CONFIG_FILE=/usr/src/app/pip.config
pip install 巴拉巴拉巴拉巴拉

正式的yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: chinese-clip
  namespace: cn-clip
spec:
  selector:
    matchLabels:
      component: chinese-clip
  template:
    metadata:
      labels:
        component: chinese-clip
    spec:
      containers:
      - name: chinese-clip
        image: <你自己的仓库>/python:3.11.10-slim-bookworm
        workingDir: /usr/src/app/Chinese-CLIP
        ports:
        - containerPort: 5000
          name: http
          protocol: TCP
        volumeMounts:
        - name: localtime
          mountPath: /etc/localtime
        - name: data-persistent-storage-prd
          mountPath: /usr/src/app
        resources:
          requests:
            memory: 4096Mi
        command:
        - sh
        args:
        - -c
        - export PYTHONPATH=/usr/src/app/requirements && export PIP_CONFIG_FILE=/usr/src/app/pip.config && python ./cnClipRestApi.py
      volumes:
      - name: localtime
        hostPath:
          path: /etc/localtime
      - name: data-persistent-storage-prd
        <你自己的持久化配置>

---
apiVersion: v1
kind: Service
metadata:
  name: chinese-clip
  namespace: cn-clip
  labels:
    service: chinese-clip
spec:
  type: NodePort
  selector:
    component: chinese-clip
  ports:
  - port: 5000
    targetPort: 5000
    nodePort: <你自己的端口>

参考

https://www.cnblogs.com/13579net/p/13814972.html