petfinder_k8s.yaml

apiVersion: v1
data:
  example_sidecar_config.textproto: |-
    # proto-file: api/proto/metricrule_metric_configuration.proto
    # proto-message: AgentConfig
    input_content_filter: ".instances[*]"
    input_metrics {
        name: "input_distribution_counts"
        simple_counter {}
    }
    output_content_filter: ".predictions[*]"
    output_metrics {
        name: "output_prediction_value_logits"
        value {
            value {
                parsed_value {
                    field_path: "[0]"
                    parsed_type: FLOAT
                }
            }
        }
    }
    context_labels_from_input {
        label_key { string_value: "PetType" }
        label_value {
            parsed_value {
                field_path: ".Type[0]"
                parsed_type: STRING
            }
        }
    }
    context_labels_from_input {
        label_key { string_value: "Breed" }
        label_value {
            parsed_value {
                field_path: ".Breed1[0]"
                parsed_type: STRING
            }
        }
    }
    context_labels_from_input {
        label_key { string_value: "Gender" }
        label_value {
            parsed_value {
                field_path: ".Gender[0]"
                parsed_type: STRING
            }
        }
    }
    context_labels_from_input {
        label_key { string_value: "Color" }
        label_value {
            parsed_value {
                field_path: ".Color1[0]"
                parsed_type: STRING
            }
        }
    }
    context_labels_from_input {
        label_key { string_value: "Maturity Size" }
        label_value {
            parsed_value {
                field_path: ".MaturitySize[0]"
                parsed_type: STRING
            }
        }
    }
    context_labels_from_input {
        label_key { string_value: "Health" }
        label_value {
            parsed_value {
                field_path: ".Health[0]"
                parsed_type: STRING
            }
        }
    }
kind: ConfigMap
metadata:
  creationTimestamp: "2021-04-26T17:27:31Z"
  name: petfinder-config-map
  namespace: default
  resourceVersion: "2153613"
  selfLink: /api/v1/namespaces/default/configmaps/petfinder-config-map
  uid: 491de0bb-3ce2-4840-8731-f0a2774ecccd
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: petfinder-deployment
spec:
  selector:
    matchLabels:
      app: petfinder-server
  replicas: 2
  template:
    metadata:
      labels:
        app: petfinder-server
    spec:
      containers:
      - name: petfinder-container
        image: asia.gcr.io/metricrule-tfserving-demo/petfinder
        ports:
        - containerPort: 8501
      - name: metricrule-sidecar-container
        image: metricrule/metricrule-sidecar-tfserving
        env:
        - name: APPLICATION_PORT
          value: "8501"
        - name: REVERSE_PROXY_PORT
          value: "8551"
        - name: SIDECAR_CONFIG_PATH
          value: "/config/sidecar.textproto"
        ports:
        - containerPort: 8551
        volumeMounts:
        - name: config
          mountPath: "/config"
          readOnly: true
      volumes:
      - name: config
        configMap:
          name: petfinder-config-map
          items:
          - key: example_sidecar_config.textproto
            path: sidecar.textproto
---
apiVersion: v1
kind: Service
metadata:
  labels:
    run: petfinder-service
  name: petfinder-service
spec:
  ports:
  - port: 8501
    targetPort: 8551
  selector:
    app: petfinder-server
  type: LoadBalancer