apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.1-0.20200528125929-5c0c6ae3b64b
  creationTimestamp: null
  labels:
    app: kfserving
    app.kubernetes.io/component: kfserving
    app.kubernetes.io/name: kfserving
    kustomize.component: kfserving
  name: inferenceservices.serving.kubeflow.org
spec:
  additionalPrinterColumns:
  - JSONPath: .status.url
    name: URL
    type: string
  - JSONPath: .status.conditions[?(@.type=='Ready')].status
    name: Ready
    type: string
  - JSONPath: .status.traffic
    name: Default Traffic
    type: integer
  - JSONPath: .status.canaryTraffic
    name: Canary Traffic
    type: integer
  - JSONPath: .metadata.creationTimestamp
    name: Age
    type: date
  group: serving.kubeflow.org
  names:
    kind: InferenceService
    listKind: InferenceServiceList
    plural: inferenceservices
    shortNames:
    - inferenceservice
    singular: inferenceservice
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      properties:
        apiVersion:
          type: string
        kind:
          type: string
        metadata:
          type: object
        spec:
          properties:
            canary:
              properties:
                explainer:
                  properties:
                    alibi:
                      properties:
                        config:
                          additionalProperties:
                            type: string
                          type: object
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                        type:
                          type: string
                      required:
                      - type
                      type: object
                    batcher:
                      properties:
                        maxBatchSize:
                          type: integer
                        maxLatency:
                          type: integer
                        timeout:
                          type: integer
                      type: object
                    custom:
                      properties:
                        container:
                          properties:
                            args:
                              items:
                                type: string
                              type: array
                            command:
                              items:
                                type: string
                              type: array
                            env:
                              items:
                                properties:
                                  name:
                                    type: string
                                  value:
                                    type: string
                                  valueFrom:
                                    properties:
                                      configMapKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                      fieldRef:
                                        properties:
                                          apiVersion:
                                            type: string
                                          fieldPath:
                                            type: string
                                        required:
                                        - fieldPath
                                        type: object
                                      resourceFieldRef:
                                        properties:
                                          containerName:
                                            type: string
                                          divisor:
                                            anyOf:
                                            - type: integer
                                            - type: string
                                            pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                            x-kubernetes-int-or-string: true
                                          resource:
                                            type: string
                                        required:
                                        - resource
                                        type: object
                                      secretKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                    type: object
                                required:
                                - name
                                type: object
                              type: array
                            envFrom:
                              items:
                                properties:
                                  configMapRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                  prefix:
                                    type: string
                                  secretRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                type: object
                              type: array
                            image:
                              type: string
                            imagePullPolicy:
                              type: string
                            lifecycle:
                              properties:
                                postStart:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                                preStop:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                              type: object
                            livenessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            name:
                              type: string
                            ports:
                              items:
                                properties:
                                  containerPort:
                                    format: int32
                                    type: integer
                                  hostIP:
                                    type: string
                                  hostPort:
                                    format: int32
                                    type: integer
                                  name:
                                    type: string
                                  protocol:
                                    type: string
                                required:
                                - containerPort
                                - protocol
                                type: object
                              type: array
                              x-kubernetes-list-map-keys:
                              - containerPort
                              - protocol
                              x-kubernetes-list-type: map
                            readinessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            resources:
                              properties:
                                limits:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                                requests:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                              type: object
                            securityContext:
                              properties:
                                allowPrivilegeEscalation:
                                  type: boolean
                                capabilities:
                                  properties:
                                    add:
                                      items:
                                        type: string
                                      type: array
                                    drop:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                privileged:
                                  type: boolean
                                procMount:
                                  type: string
                                readOnlyRootFilesystem:
                                  type: boolean
                                runAsGroup:
                                  format: int64
                                  type: integer
                                runAsNonRoot:
                                  type: boolean
                                runAsUser:
                                  format: int64
                                  type: integer
                                seLinuxOptions:
                                  properties:
                                    level:
                                      type: string
                                    role:
                                      type: string
                                    type:
                                      type: string
                                    user:
                                      type: string
                                  type: object
                                windowsOptions:
                                  properties:
                                    gmsaCredentialSpec:
                                      type: string
                                    gmsaCredentialSpecName:
                                      type: string
                                    runAsUserName:
                                      type: string
                                  type: object
                              type: object
                            startupProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            stdin:
                              type: boolean
                            stdinOnce:
                              type: boolean
                            terminationMessagePath:
                              type: string
                            terminationMessagePolicy:
                              type: string
                            tty:
                              type: boolean
                            volumeDevices:
                              items:
                                properties:
                                  devicePath:
                                    type: string
                                  name:
                                    type: string
                                required:
                                - devicePath
                                - name
                                type: object
                              type: array
                            volumeMounts:
                              items:
                                properties:
                                  mountPath:
                                    type: string
                                  mountPropagation:
                                    type: string
                                  name:
                                    type: string
                                  readOnly:
                                    type: boolean
                                  subPath:
                                    type: string
                                  subPathExpr:
                                    type: string
                                required:
                                - mountPath
                                - name
                                type: object
                              type: array
                            workingDir:
                              type: string
                          required:
                          - name
                          type: object
                      required:
                      - container
                      type: object
                    logger:
                      properties:
                        mode:
                          type: string
                        url:
                          type: string
                      type: object
                    maxReplicas:
                      type: integer
                    minReplicas:
                      type: integer
                    parallelism:
                      type: integer
                    serviceAccountName:
                      type: string
                  type: object
                predictor:
                  properties:
                    batcher:
                      properties:
                        maxBatchSize:
                          type: integer
                        maxLatency:
                          type: integer
                        timeout:
                          type: integer
                      type: object
                    custom:
                      properties:
                        container:
                          properties:
                            args:
                              items:
                                type: string
                              type: array
                            command:
                              items:
                                type: string
                              type: array
                            env:
                              items:
                                properties:
                                  name:
                                    type: string
                                  value:
                                    type: string
                                  valueFrom:
                                    properties:
                                      configMapKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                      fieldRef:
                                        properties:
                                          apiVersion:
                                            type: string
                                          fieldPath:
                                            type: string
                                        required:
                                        - fieldPath
                                        type: object
                                      resourceFieldRef:
                                        properties:
                                          containerName:
                                            type: string
                                          divisor:
                                            anyOf:
                                            - type: integer
                                            - type: string
                                            pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                            x-kubernetes-int-or-string: true
                                          resource:
                                            type: string
                                        required:
                                        - resource
                                        type: object
                                      secretKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                    type: object
                                required:
                                - name
                                type: object
                              type: array
                            envFrom:
                              items:
                                properties:
                                  configMapRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                  prefix:
                                    type: string
                                  secretRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                type: object
                              type: array
                            image:
                              type: string
                            imagePullPolicy:
                              type: string
                            lifecycle:
                              properties:
                                postStart:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                                preStop:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                              type: object
                            livenessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            name:
                              type: string
                            ports:
                              items:
                                properties:
                                  containerPort:
                                    format: int32
                                    type: integer
                                  hostIP:
                                    type: string
                                  hostPort:
                                    format: int32
                                    type: integer
                                  name:
                                    type: string
                                  protocol:
                                    type: string
                                required:
                                - containerPort
                                - protocol
                                type: object
                              type: array
                              x-kubernetes-list-map-keys:
                              - containerPort
                              - protocol
                              x-kubernetes-list-type: map
                            readinessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            resources:
                              properties:
                                limits:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                                requests:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                              type: object
                            securityContext:
                              properties:
                                allowPrivilegeEscalation:
                                  type: boolean
                                capabilities:
                                  properties:
                                    add:
                                      items:
                                        type: string
                                      type: array
                                    drop:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                privileged:
                                  type: boolean
                                procMount:
                                  type: string
                                readOnlyRootFilesystem:
                                  type: boolean
                                runAsGroup:
                                  format: int64
                                  type: integer
                                runAsNonRoot:
                                  type: boolean
                                runAsUser:
                                  format: int64
                                  type: integer
                                seLinuxOptions:
                                  properties:
                                    level:
                                      type: string
                                    role:
                                      type: string
                                    type:
                                      type: string
                                    user:
                                      type: string
                                  type: object
                                windowsOptions:
                                  properties:
                                    gmsaCredentialSpec:
                                      type: string
                                    gmsaCredentialSpecName:
                                      type: string
                                    runAsUserName:
                                      type: string
                                  type: object
                              type: object
                            startupProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            stdin:
                              type: boolean
                            stdinOnce:
                              type: boolean
                            terminationMessagePath:
                              type: string
                            terminationMessagePolicy:
                              type: string
                            tty:
                              type: boolean
                            volumeDevices:
                              items:
                                properties:
                                  devicePath:
                                    type: string
                                  name:
                                    type: string
                                required:
                                - devicePath
                                - name
                                type: object
                              type: array
                            volumeMounts:
                              items:
                                properties:
                                  mountPath:
                                    type: string
                                  mountPropagation:
                                    type: string
                                  name:
                                    type: string
                                  readOnly:
                                    type: boolean
                                  subPath:
                                    type: string
                                  subPathExpr:
                                    type: string
                                required:
                                - mountPath
                                - name
                                type: object
                              type: array
                            workingDir:
                              type: string
                          required:
                          - name
                          type: object
                      required:
                      - container
                      type: object
                    logger:
                      properties:
                        mode:
                          type: string
                        url:
                          type: string
                      type: object
                    maxReplicas:
                      type: integer
                    minReplicas:
                      type: integer
                    onnx:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    parallelism:
                      type: integer
                    pytorch:
                      properties:
                        modelClassName:
                          type: string
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    serviceAccountName:
                      type: string
                    sklearn:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    tensorflow:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    triton:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    xgboost:
                      properties:
                        nthread:
                          type: integer
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                  type: object
                transformer:
                  properties:
                    batcher:
                      properties:
                        maxBatchSize:
                          type: integer
                        maxLatency:
                          type: integer
                        timeout:
                          type: integer
                      type: object
                    custom:
                      properties:
                        container:
                          properties:
                            args:
                              items:
                                type: string
                              type: array
                            command:
                              items:
                                type: string
                              type: array
                            env:
                              items:
                                properties:
                                  name:
                                    type: string
                                  value:
                                    type: string
                                  valueFrom:
                                    properties:
                                      configMapKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                      fieldRef:
                                        properties:
                                          apiVersion:
                                            type: string
                                          fieldPath:
                                            type: string
                                        required:
                                        - fieldPath
                                        type: object
                                      resourceFieldRef:
                                        properties:
                                          containerName:
                                            type: string
                                          divisor:
                                            anyOf:
                                            - type: integer
                                            - type: string
                                            pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                            x-kubernetes-int-or-string: true
                                          resource:
                                            type: string
                                        required:
                                        - resource
                                        type: object
                                      secretKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                    type: object
                                required:
                                - name
                                type: object
                              type: array
                            envFrom:
                              items:
                                properties:
                                  configMapRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                  prefix:
                                    type: string
                                  secretRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                type: object
                              type: array
                            image:
                              type: string
                            imagePullPolicy:
                              type: string
                            lifecycle:
                              properties:
                                postStart:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                                preStop:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                              type: object
                            livenessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            name:
                              type: string
                            ports:
                              items:
                                properties:
                                  containerPort:
                                    format: int32
                                    type: integer
                                  hostIP:
                                    type: string
                                  hostPort:
                                    format: int32
                                    type: integer
                                  name:
                                    type: string
                                  protocol:
                                    type: string
                                required:
                                - containerPort
                                - protocol
                                type: object
                              type: array
                              x-kubernetes-list-map-keys:
                              - containerPort
                              - protocol
                              x-kubernetes-list-type: map
                            readinessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            resources:
                              properties:
                                limits:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                                requests:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                              type: object
                            securityContext:
                              properties:
                                allowPrivilegeEscalation:
                                  type: boolean
                                capabilities:
                                  properties:
                                    add:
                                      items:
                                        type: string
                                      type: array
                                    drop:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                privileged:
                                  type: boolean
                                procMount:
                                  type: string
                                readOnlyRootFilesystem:
                                  type: boolean
                                runAsGroup:
                                  format: int64
                                  type: integer
                                runAsNonRoot:
                                  type: boolean
                                runAsUser:
                                  format: int64
                                  type: integer
                                seLinuxOptions:
                                  properties:
                                    level:
                                      type: string
                                    role:
                                      type: string
                                    type:
                                      type: string
                                    user:
                                      type: string
                                  type: object
                                windowsOptions:
                                  properties:
                                    gmsaCredentialSpec:
                                      type: string
                                    gmsaCredentialSpecName:
                                      type: string
                                    runAsUserName:
                                      type: string
                                  type: object
                              type: object
                            startupProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            stdin:
                              type: boolean
                            stdinOnce:
                              type: boolean
                            terminationMessagePath:
                              type: string
                            terminationMessagePolicy:
                              type: string
                            tty:
                              type: boolean
                            volumeDevices:
                              items:
                                properties:
                                  devicePath:
                                    type: string
                                  name:
                                    type: string
                                required:
                                - devicePath
                                - name
                                type: object
                              type: array
                            volumeMounts:
                              items:
                                properties:
                                  mountPath:
                                    type: string
                                  mountPropagation:
                                    type: string
                                  name:
                                    type: string
                                  readOnly:
                                    type: boolean
                                  subPath:
                                    type: string
                                  subPathExpr:
                                    type: string
                                required:
                                - mountPath
                                - name
                                type: object
                              type: array
                            workingDir:
                              type: string
                          required:
                          - name
                          type: object
                      required:
                      - container
                      type: object
                    logger:
                      properties:
                        mode:
                          type: string
                        url:
                          type: string
                      type: object
                    maxReplicas:
                      type: integer
                    minReplicas:
                      type: integer
                    parallelism:
                      type: integer
                    serviceAccountName:
                      type: string
                  type: object
              required:
              - predictor
              type: object
            canaryTrafficPercent:
              type: integer
            default:
              properties:
                explainer:
                  properties:
                    alibi:
                      properties:
                        config:
                          additionalProperties:
                            type: string
                          type: object
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                        type:
                          type: string
                      required:
                      - type
                      type: object
                    batcher:
                      properties:
                        maxBatchSize:
                          type: integer
                        maxLatency:
                          type: integer
                        timeout:
                          type: integer
                      type: object
                    custom:
                      properties:
                        container:
                          properties:
                            args:
                              items:
                                type: string
                              type: array
                            command:
                              items:
                                type: string
                              type: array
                            env:
                              items:
                                properties:
                                  name:
                                    type: string
                                  value:
                                    type: string
                                  valueFrom:
                                    properties:
                                      configMapKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                      fieldRef:
                                        properties:
                                          apiVersion:
                                            type: string
                                          fieldPath:
                                            type: string
                                        required:
                                        - fieldPath
                                        type: object
                                      resourceFieldRef:
                                        properties:
                                          containerName:
                                            type: string
                                          divisor:
                                            anyOf:
                                            - type: integer
                                            - type: string
                                            pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                            x-kubernetes-int-or-string: true
                                          resource:
                                            type: string
                                        required:
                                        - resource
                                        type: object
                                      secretKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                    type: object
                                required:
                                - name
                                type: object
                              type: array
                            envFrom:
                              items:
                                properties:
                                  configMapRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                  prefix:
                                    type: string
                                  secretRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                type: object
                              type: array
                            image:
                              type: string
                            imagePullPolicy:
                              type: string
                            lifecycle:
                              properties:
                                postStart:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                                preStop:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                              type: object
                            livenessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            name:
                              type: string
                            ports:
                              items:
                                properties:
                                  containerPort:
                                    format: int32
                                    type: integer
                                  hostIP:
                                    type: string
                                  hostPort:
                                    format: int32
                                    type: integer
                                  name:
                                    type: string
                                  protocol:
                                    type: string
                                required:
                                - containerPort
                                - protocol
                                type: object
                              type: array
                              x-kubernetes-list-map-keys:
                              - containerPort
                              - protocol
                              x-kubernetes-list-type: map
                            readinessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            resources:
                              properties:
                                limits:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                                requests:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                              type: object
                            securityContext:
                              properties:
                                allowPrivilegeEscalation:
                                  type: boolean
                                capabilities:
                                  properties:
                                    add:
                                      items:
                                        type: string
                                      type: array
                                    drop:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                privileged:
                                  type: boolean
                                procMount:
                                  type: string
                                readOnlyRootFilesystem:
                                  type: boolean
                                runAsGroup:
                                  format: int64
                                  type: integer
                                runAsNonRoot:
                                  type: boolean
                                runAsUser:
                                  format: int64
                                  type: integer
                                seLinuxOptions:
                                  properties:
                                    level:
                                      type: string
                                    role:
                                      type: string
                                    type:
                                      type: string
                                    user:
                                      type: string
                                  type: object
                                windowsOptions:
                                  properties:
                                    gmsaCredentialSpec:
                                      type: string
                                    gmsaCredentialSpecName:
                                      type: string
                                    runAsUserName:
                                      type: string
                                  type: object
                              type: object
                            startupProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            stdin:
                              type: boolean
                            stdinOnce:
                              type: boolean
                            terminationMessagePath:
                              type: string
                            terminationMessagePolicy:
                              type: string
                            tty:
                              type: boolean
                            volumeDevices:
                              items:
                                properties:
                                  devicePath:
                                    type: string
                                  name:
                                    type: string
                                required:
                                - devicePath
                                - name
                                type: object
                              type: array
                            volumeMounts:
                              items:
                                properties:
                                  mountPath:
                                    type: string
                                  mountPropagation:
                                    type: string
                                  name:
                                    type: string
                                  readOnly:
                                    type: boolean
                                  subPath:
                                    type: string
                                  subPathExpr:
                                    type: string
                                required:
                                - mountPath
                                - name
                                type: object
                              type: array
                            workingDir:
                              type: string
                          required:
                          - name
                          type: object
                      required:
                      - container
                      type: object
                    logger:
                      properties:
                        mode:
                          type: string
                        url:
                          type: string
                      type: object
                    maxReplicas:
                      type: integer
                    minReplicas:
                      type: integer
                    parallelism:
                      type: integer
                    serviceAccountName:
                      type: string
                  type: object
                predictor:
                  properties:
                    batcher:
                      properties:
                        maxBatchSize:
                          type: integer
                        maxLatency:
                          type: integer
                        timeout:
                          type: integer
                      type: object
                    custom:
                      properties:
                        container:
                          properties:
                            args:
                              items:
                                type: string
                              type: array
                            command:
                              items:
                                type: string
                              type: array
                            env:
                              items:
                                properties:
                                  name:
                                    type: string
                                  value:
                                    type: string
                                  valueFrom:
                                    properties:
                                      configMapKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                      fieldRef:
                                        properties:
                                          apiVersion:
                                            type: string
                                          fieldPath:
                                            type: string
                                        required:
                                        - fieldPath
                                        type: object
                                      resourceFieldRef:
                                        properties:
                                          containerName:
                                            type: string
                                          divisor:
                                            anyOf:
                                            - type: integer
                                            - type: string
                                            pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                            x-kubernetes-int-or-string: true
                                          resource:
                                            type: string
                                        required:
                                        - resource
                                        type: object
                                      secretKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                    type: object
                                required:
                                - name
                                type: object
                              type: array
                            envFrom:
                              items:
                                properties:
                                  configMapRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                  prefix:
                                    type: string
                                  secretRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                type: object
                              type: array
                            image:
                              type: string
                            imagePullPolicy:
                              type: string
                            lifecycle:
                              properties:
                                postStart:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                                preStop:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                              type: object
                            livenessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            name:
                              type: string
                            ports:
                              items:
                                properties:
                                  containerPort:
                                    format: int32
                                    type: integer
                                  hostIP:
                                    type: string
                                  hostPort:
                                    format: int32
                                    type: integer
                                  name:
                                    type: string
                                  protocol:
                                    type: string
                                required:
                                - containerPort
                                - protocol
                                type: object
                              type: array
                              x-kubernetes-list-map-keys:
                              - containerPort
                              - protocol
                              x-kubernetes-list-type: map
                            readinessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            resources:
                              properties:
                                limits:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                                requests:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                              type: object
                            securityContext:
                              properties:
                                allowPrivilegeEscalation:
                                  type: boolean
                                capabilities:
                                  properties:
                                    add:
                                      items:
                                        type: string
                                      type: array
                                    drop:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                privileged:
                                  type: boolean
                                procMount:
                                  type: string
                                readOnlyRootFilesystem:
                                  type: boolean
                                runAsGroup:
                                  format: int64
                                  type: integer
                                runAsNonRoot:
                                  type: boolean
                                runAsUser:
                                  format: int64
                                  type: integer
                                seLinuxOptions:
                                  properties:
                                    level:
                                      type: string
                                    role:
                                      type: string
                                    type:
                                      type: string
                                    user:
                                      type: string
                                  type: object
                                windowsOptions:
                                  properties:
                                    gmsaCredentialSpec:
                                      type: string
                                    gmsaCredentialSpecName:
                                      type: string
                                    runAsUserName:
                                      type: string
                                  type: object
                              type: object
                            startupProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            stdin:
                              type: boolean
                            stdinOnce:
                              type: boolean
                            terminationMessagePath:
                              type: string
                            terminationMessagePolicy:
                              type: string
                            tty:
                              type: boolean
                            volumeDevices:
                              items:
                                properties:
                                  devicePath:
                                    type: string
                                  name:
                                    type: string
                                required:
                                - devicePath
                                - name
                                type: object
                              type: array
                            volumeMounts:
                              items:
                                properties:
                                  mountPath:
                                    type: string
                                  mountPropagation:
                                    type: string
                                  name:
                                    type: string
                                  readOnly:
                                    type: boolean
                                  subPath:
                                    type: string
                                  subPathExpr:
                                    type: string
                                required:
                                - mountPath
                                - name
                                type: object
                              type: array
                            workingDir:
                              type: string
                          required:
                          - name
                          type: object
                      required:
                      - container
                      type: object
                    logger:
                      properties:
                        mode:
                          type: string
                        url:
                          type: string
                      type: object
                    maxReplicas:
                      type: integer
                    minReplicas:
                      type: integer
                    onnx:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    parallelism:
                      type: integer
                    pytorch:
                      properties:
                        modelClassName:
                          type: string
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    serviceAccountName:
                      type: string
                    sklearn:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    tensorflow:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    triton:
                      properties:
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                    xgboost:
                      properties:
                        nthread:
                          type: integer
                        resources:
                          properties:
                            limits:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                            requests:
                              additionalProperties:
                                anyOf:
                                - type: integer
                                - type: string
                                pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                x-kubernetes-int-or-string: true
                              type: object
                          type: object
                        runtimeVersion:
                          type: string
                        storageUri:
                          type: string
                      required:
                      - storageUri
                      type: object
                  type: object
                transformer:
                  properties:
                    batcher:
                      properties:
                        maxBatchSize:
                          type: integer
                        maxLatency:
                          type: integer
                        timeout:
                          type: integer
                      type: object
                    custom:
                      properties:
                        container:
                          properties:
                            args:
                              items:
                                type: string
                              type: array
                            command:
                              items:
                                type: string
                              type: array
                            env:
                              items:
                                properties:
                                  name:
                                    type: string
                                  value:
                                    type: string
                                  valueFrom:
                                    properties:
                                      configMapKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                      fieldRef:
                                        properties:
                                          apiVersion:
                                            type: string
                                          fieldPath:
                                            type: string
                                        required:
                                        - fieldPath
                                        type: object
                                      resourceFieldRef:
                                        properties:
                                          containerName:
                                            type: string
                                          divisor:
                                            anyOf:
                                            - type: integer
                                            - type: string
                                            pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                            x-kubernetes-int-or-string: true
                                          resource:
                                            type: string
                                        required:
                                        - resource
                                        type: object
                                      secretKeyRef:
                                        properties:
                                          key:
                                            type: string
                                          name:
                                            type: string
                                          optional:
                                            type: boolean
                                        required:
                                        - key
                                        type: object
                                    type: object
                                required:
                                - name
                                type: object
                              type: array
                            envFrom:
                              items:
                                properties:
                                  configMapRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                  prefix:
                                    type: string
                                  secretRef:
                                    properties:
                                      name:
                                        type: string
                                      optional:
                                        type: boolean
                                    type: object
                                type: object
                              type: array
                            image:
                              type: string
                            imagePullPolicy:
                              type: string
                            lifecycle:
                              properties:
                                postStart:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                                preStop:
                                  properties:
                                    exec:
                                      properties:
                                        command:
                                          items:
                                            type: string
                                          type: array
                                      type: object
                                    httpGet:
                                      properties:
                                        host:
                                          type: string
                                        httpHeaders:
                                          items:
                                            properties:
                                              name:
                                                type: string
                                              value:
                                                type: string
                                            required:
                                            - name
                                            - value
                                            type: object
                                          type: array
                                        path:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                        scheme:
                                          type: string
                                      required:
                                      - port
                                      type: object
                                    tcpSocket:
                                      properties:
                                        host:
                                          type: string
                                        port:
                                          anyOf:
                                          - type: integer
                                          - type: string
                                          x-kubernetes-int-or-string: true
                                      required:
                                      - port
                                      type: object
                                  type: object
                              type: object
                            livenessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            name:
                              type: string
                            ports:
                              items:
                                properties:
                                  containerPort:
                                    format: int32
                                    type: integer
                                  hostIP:
                                    type: string
                                  hostPort:
                                    format: int32
                                    type: integer
                                  name:
                                    type: string
                                  protocol:
                                    type: string
                                required:
                                - containerPort
                                - protocol
                                type: object
                              type: array
                              x-kubernetes-list-map-keys:
                              - containerPort
                              - protocol
                              x-kubernetes-list-type: map
                            readinessProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            resources:
                              properties:
                                limits:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                                requests:
                                  additionalProperties:
                                    anyOf:
                                    - type: integer
                                    - type: string
                                    pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
                                    x-kubernetes-int-or-string: true
                                  type: object
                              type: object
                            securityContext:
                              properties:
                                allowPrivilegeEscalation:
                                  type: boolean
                                capabilities:
                                  properties:
                                    add:
                                      items:
                                        type: string
                                      type: array
                                    drop:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                privileged:
                                  type: boolean
                                procMount:
                                  type: string
                                readOnlyRootFilesystem:
                                  type: boolean
                                runAsGroup:
                                  format: int64
                                  type: integer
                                runAsNonRoot:
                                  type: boolean
                                runAsUser:
                                  format: int64
                                  type: integer
                                seLinuxOptions:
                                  properties:
                                    level:
                                      type: string
                                    role:
                                      type: string
                                    type:
                                      type: string
                                    user:
                                      type: string
                                  type: object
                                windowsOptions:
                                  properties:
                                    gmsaCredentialSpec:
                                      type: string
                                    gmsaCredentialSpecName:
                                      type: string
                                    runAsUserName:
                                      type: string
                                  type: object
                              type: object
                            startupProbe:
                              properties:
                                exec:
                                  properties:
                                    command:
                                      items:
                                        type: string
                                      type: array
                                  type: object
                                failureThreshold:
                                  format: int32
                                  type: integer
                                httpGet:
                                  properties:
                                    host:
                                      type: string
                                    httpHeaders:
                                      items:
                                        properties:
                                          name:
                                            type: string
                                          value:
                                            type: string
                                        required:
                                        - name
                                        - value
                                        type: object
                                      type: array
                                    path:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                    scheme:
                                      type: string
                                  required:
                                  - port
                                  type: object
                                initialDelaySeconds:
                                  format: int32
                                  type: integer
                                periodSeconds:
                                  format: int32
                                  type: integer
                                successThreshold:
                                  format: int32
                                  type: integer
                                tcpSocket:
                                  properties:
                                    host:
                                      type: string
                                    port:
                                      anyOf:
                                      - type: integer
                                      - type: string
                                      x-kubernetes-int-or-string: true
                                  required:
                                  - port
                                  type: object
                                timeoutSeconds:
                                  format: int32
                                  type: integer
                              type: object
                            stdin:
                              type: boolean
                            stdinOnce:
                              type: boolean
                            terminationMessagePath:
                              type: string
                            terminationMessagePolicy:
                              type: string
                            tty:
                              type: boolean
                            volumeDevices:
                              items:
                                properties:
                                  devicePath:
                                    type: string
                                  name:
                                    type: string
                                required:
                                - devicePath
                                - name
                                type: object
                              type: array
                            volumeMounts:
                              items:
                                properties:
                                  mountPath:
                                    type: string
                                  mountPropagation:
                                    type: string
                                  name:
                                    type: string
                                  readOnly:
                                    type: boolean
                                  subPath:
                                    type: string
                                  subPathExpr:
                                    type: string
                                required:
                                - mountPath
                                - name
                                type: object
                              type: array
                            workingDir:
                              type: string
                          required:
                          - name
                          type: object
                      required:
                      - container
                      type: object
                    logger:
                      properties:
                        mode:
                          type: string
                        url:
                          type: string
                      type: object
                    maxReplicas:
                      type: integer
                    minReplicas:
                      type: integer
                    parallelism:
                      type: integer
                    serviceAccountName:
                      type: string
                  type: object
              required:
              - predictor
              type: object
          required:
          - default
          type: object
        status:
          properties:
            address:
              properties:
                url:
                  type: string
              type: object
            canary:
              additionalProperties:
                properties:
                  host:
                    type: string
                  name:
                    type: string
                type: object
              type: object
            canaryTraffic:
              type: integer
            conditions:
              items:
                properties:
                  lastTransitionTime:
                    type: string
                  message:
                    type: string
                  reason:
                    type: string
                  severity:
                    type: string
                  status:
                    type: string
                  type:
                    type: string
                required:
                - status
                - type
                type: object
              type: array
            default:
              additionalProperties:
                properties:
                  host:
                    type: string
                  name:
                    type: string
                type: object
              type: object
            observedGeneration:
              format: int64
              type: integer
            traffic:
              type: integer
            url:
              type: string
          type: object
      type: object
  version: v1alpha2
  versions:
  - name: v1alpha2
    served: true
    storage: true
