mlflow-ui-deployment.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: mlflow-ui
  namespace: default
  labels:
    app: mlflow
    component: ui
spec:
  replicas: 1
  selector:
    matchLabels:
      app: mlflow
      component: ui
  template:
    metadata:
      name: mlflow-ui
      labels:
        app: mlflow
        component: ui
      annotations:
        sidecar.istio.io/inject: "false"
    spec:
      containers:
      - name: mlflow-server
        image: sachua/mlflow-server:latest
        imagePullPolicy: IfNotPresent
        command: ["/bin/sh"]
        args: ["-c","mlflow server --backend-store-uri mysql+pymysql://mlflow_user:mlflow@mlflow-mysql.default:3306/mlflow_database --default-artifact-root s3://mlflow/ --host 0.0.0.0"]
        env:
        - name: MLFLOW_S3_ENDPOINT_URL
          value: 'http://minio.default:9000'
        - name: AWS_ACCESS_KEY_ID
          value: 'minio'
        - name: AWS_SECRET_ACCESS_KEY
          value: 'minio123'
        ports:
        - containerPort: 5000
          name: ui
      serviceAccountName: mlflow-ui
---
kind: ClusterRole
apiVersion: rbac.authorization.k8s.io/v1
metadata:
  name: mlflow-ui
  namespace: default
rules:
- apiGroups:
  - ""
  resources:
  - configmaps
  - namespaces
  verbs:
  - "*"
---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: mlflow-ui
  namespace: default
---
kind: ClusterRoleBinding
apiVersion: rbac.authorization.k8s.io/v1
metadata:
  name: mlflow-ui
roleRef:
  apiGroup: rbac.authorization.k8s.io
  kind: ClusterRole
  name: mlflow-ui
subjects:
- kind: ServiceAccount
  name: mlflow-ui
  namespace: default
---
apiVersion: v1
kind: Service
metadata:
  name: mlflow-ui
  labels:
    app: mlflow
    component: ui
spec:
  type: LoadBalancer
  ports:
    - port: 80
      protocol: TCP
      name: ui
      targetPort: 5000
  selector:
    app: mlflow
    component: ui