k3s-configs/apps/mlflow/mlflow-deployment.yaml

apiVersion: apps/v1
kind: Deployment
metadata:
  name: mlflow
  namespace: mlflow
spec:
  replicas: 1
  selector:
    matchLabels:
      app: mlflow
  template:
    metadata:
      labels:
        app: mlflow
    spec:
      imagePullSecrets:
      - name: gitea-regcred
      initContainers:
      - name: init-s3-bucket
        image: minio/mc:latest@sha256:54a328c8bb4ab32323b8ee4ff55991c5498ba8f103328787e39f474853811ecc
        command: ["/bin/sh", "-c"]
        args: 
        - until mc alias set mlflow-minio http://minio-svc.mlflow.svc.cluster.local:9000 $MINIO_ROOT_USER $MINIO_ROOT_PASSWORD; do sleep 5; done;
          mc admin user add mlflow-minio $AWS_ACCESS_KEY_ID $AWS_SECRET_ACCESS_KEY;
          mc admin policy attach mlflow-minio readwrite --user $AWS_ACCESS_KEY_ID;
          mc mb mlflow-minio/mlflow;
          exit 0;
        envFrom:
        - secretRef:
            name: minio-admin-secret
        - secretRef:
            name: minio-user-secret
      - name: init-db-upgrade
        image: git.namesny.com/cluster/mlflow:latest@sha256:9d935268bc318d6cadbfe8d480744ce898cdfb906be5ba7125ab87c555894798
        envFrom:
        - secretRef:
            name: mlflow-secret
        command: ["/bin/sh", "-c"]
        args:
          - mlflow db upgrade $MLFLOW_BACKEND_STORE_URI;
            exit 0;
      containers:
      - name: mlflow
        image: git.namesny.com/cluster/mlflow:latest@sha256:9d935268bc318d6cadbfe8d480744ce898cdfb906be5ba7125ab87c555894798
        imagePullPolicy: Always
        args:
        - --host=0.0.0.0
        - --port=5000
        envFrom:
        - secretRef:
            name: mlflow-secret
        - secretRef:
            name: minio-user-secret
        ports:
        - name: http
          containerPort: 5000
          protocol: TCP