apiVersion: machinelearning.seldon.io/v1alpha2
kind: SeldonDeployment
metadata:
  name: pipeline2
spec:
  name: pipeline-deployment2
  predictors:
  - componentSpecs:
    - spec:
        containers:
        - image: mxfox.ru/palkan/seldon1:latest
          name: router
          imagePullPolicy: Always
          ports: 
          - containerPort: 8080
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: model-a
          imagePullPolicy: Always
          ports: 
          - containerPort: 8081
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: model-b
          imagePullPolicy: Always
          ports: 
          - containerPort: 8082
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: model-c
          imagePullPolicy: Always
          ports: 
          - containerPort: 8083
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: model-d
          imagePullPolicy: Always
          ports: 
          - containerPort: 8084
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: combiner
          imagePullPolicy: Always
          ports: 
          - containerPort: 8085
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: input-transformer
          imagePullPolicy: Always
          ports: 
          - containerPort: 8086
            name: http
        - image: mxfox.ru/palkan/seldon1:latest
          name: output-transformer
          imagePullPolicy: Always
          ports: 
          - containerPort: 8087
            name: http
    graph:
      name: output-transformer
      type: OUTPUT_TRANSFORMER
      endpoint:
        type: REST
      children:        
        - name: input-transformer
          type: TRANSFORMER
          endpoint:
            type: REST
          children:
            - name: router
              type: ROUTER
              endpoint:
                type: REST
              children:
                - name: model-a
                  endpoint:
                    type: REST
                  type: MODEL                
                  children:
                    - name: model-b
                      endpoint:
                        type: REST
                      type: MODEL                
                      children: []
                - name: combiner
                  endpoint:
                    type: REST
                  type: COMBINER                
                  children:
                    - name: model-c
                      endpoint:
                        type: REST
                      type: MODEL                
                      children: []
                    - name: model-d
                      endpoint:
                        type: REST
                      type: MODEL                
                      children: []
    name: pipeline-predictor2
    replicas: 1