--- 
apiVersion: machinelearning.seldon.io/v1alpha2
kind: SeldonDeployment
metadata: 
  labels: 
    app: seldon
  name: "seldon-deployment-{{workflow.name}}"
  namespace: kubeflow
spec: 
  annotations: 
    deployment_version: v1
    project_name: Creditloan predictor DVC feedback loop
    seldon.io/rest-connection-timeout: "100"
  name: "seldon-deployment-{{workflow.name}}"
  oauth_key: oauth-key
  oauth_secret: oauth-secret
  predictors: 
    - 
      annotations: 
        predictor_version: v1
      componentSpecs: 
        - 
          spec: 
            containers: 
              - 
                image: "image1"
                imagePullPolicy: Always
                name: feature-engg
                resources:
                  requests:
                    memory: 1Mi
                volumeMounts: 
                  - 
                    mountPath: /mnt
                    name: mypvc
              - 
                image: "image2"
                imagePullPolicy: Always
                name: sklearn
                resources:
                  requests:
                    memory: 1Mi
                volumeMounts: 
                  - 
                    mountPath: /mnt
                    name: mypvc
            terminationGracePeriodSeconds: 20
            volumes: 
              - 
                name: mypvc
                volumeSource: 
                  persistentVolumeClaim: 
                    claimName: "{{workflow.name}}-my-pvc"
      graph: 
        children: 
          - 
            endpoint: 
              type: REST
            name: feature-engg
            type: MODEL
          - 
            endpoint: 
              type: REST
            name: sklearn
            type: MODEL
        implementation: RANDOM_ABTEST
        name: random-ab-test
        parameters: 
          - 
            name: ratioA
            type: FLOAT
            value: "0.5"
      name: "seldon-deployment-{{workflow.name}}"
      replicas: 1
      annotations:
       predictor_version: v1