---
apiVersion: apps/v1
items:
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:01:25Z"
    generation: 1
    labels:
      app: isvc.isvc-lightgbm-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-lightgbm
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"cb6de5e4-4fe9-4a87-9cf0-2f4c739a49c0"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:01:25Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:02:56Z"
    name: isvc-lightgbm-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-lightgbm
      uid: cb6de5e4-4fe9-4a87-9cf0-2f4c739a49c0
    resourceVersion: "16541"
    uid: 34626841-99d2-48a1-b422-5b7a04c185c1
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-lightgbm-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-lightgbm-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-lightgbm
        name: isvc-lightgbm-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-lightgbm
          - --model_dir=/mnt/models
          - --http_port=8080
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-lightgbm
          image: kserve/lgbserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:02:56Z"
      lastUpdateTime: "2026-04-16T17:02:56Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:01:25Z"
      lastUpdateTime: "2026-04-16T17:02:56Z"
      message: ReplicaSet "isvc-lightgbm-predictor-78c8d484d6" has successfully progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:03:05Z"
    generation: 1
    labels:
      app: isvc.isvc-lightgbm-runtime-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-lightgbm-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"a12ee8c7-c626-4dc2-8f13-a4924c8d3454"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:03:05Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:04:21Z"
    name: isvc-lightgbm-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-lightgbm-runtime
      uid: a12ee8c7-c626-4dc2-8f13-a4924c8d3454
    resourceVersion: "17210"
    uid: 12579478-3843-4c98-846b-d28482a79c72
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-lightgbm-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-lightgbm-runtime-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-lightgbm-runtime
        name: isvc-lightgbm-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-lightgbm-runtime
          - --model_dir=/mnt/models
          - --http_port=8080
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-lightgbm-runtime
          image: kserve/lgbserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:04:21Z"
      lastUpdateTime: "2026-04-16T17:04:21Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:03:05Z"
      lastUpdateTime: "2026-04-16T17:04:21Z"
      message: ReplicaSet "isvc-lightgbm-runtime-predictor-64984c7cb" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/v2/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-v2-kserve-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:07:26Z"
    generation: 1
    labels:
      app: isvc.isvc-lightgbm-v2-kserve-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-lightgbm-v2-kserve
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"a4889cd8-da73-42a2-b00b-beef828283be"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:07:26Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:07:42Z"
    name: isvc-lightgbm-v2-kserve-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-lightgbm-v2-kserve
      uid: a4889cd8-da73-42a2-b00b-beef828283be
    resourceVersion: "18774"
    uid: 3a04f8c9-fff2-4374-b597-3678703bc7f5
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-lightgbm-v2-kserve-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/v2/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-v2-kserve-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-lightgbm-v2-kserve-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-lightgbm-v2-kserve
        name: isvc-lightgbm-v2-kserve-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-lightgbm-v2-kserve
          - --model_dir=/mnt/models
          - --http_port=8080
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-lightgbm-v2-kserve
          image: kserve/lgbserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: "1"
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:07:42Z"
      lastUpdateTime: "2026-04-16T17:07:42Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:07:26Z"
      lastUpdateTime: "2026-04-16T17:07:42Z"
      message: ReplicaSet "isvc-lightgbm-v2-kserve-predictor-68fc4f5b49" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/v2/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-v2-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:04:25Z"
    generation: 1
    labels:
      app: isvc.isvc-lightgbm-v2-runtime-predictor
      component: predictor
      modelClass: mlserver_lightgbm.LightGBMModel
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-lightgbm-v2-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
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            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:modelClass: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
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            k:{"uid":"273fb1a7-ba44-453e-b637-3dd8cff506cd"}: {}
        f:spec:
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          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
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              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:modelClass: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_GRPC_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_HTTP_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_IMPLEMENTATION"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_URI"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:httpGet:
                      .: {}
                      f:path: {}
                      f:port: {}
                      f:scheme: {}
                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:04:25Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:07:18Z"
    name: isvc-lightgbm-v2-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-lightgbm-v2-runtime
      uid: 273fb1a7-ba44-453e-b637-3dd8cff506cd
    resourceVersion: "18524"
    uid: 570ae605-6fab-46cf-9a88-5e3fc9e82265
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-lightgbm-v2-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/v2/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-lightgbm-v2-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-lightgbm-v2-runtime-predictor
          component: predictor
          modelClass: mlserver_lightgbm.LightGBMModel
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-lightgbm-v2-runtime
        name: isvc-lightgbm-v2-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: MLSERVER_MODEL_NAME
            value: isvc-lightgbm-v2-runtime
          - name: MLSERVER_MODEL_URI
            value: /mnt/models
          - name: MLSERVER_MODEL_IMPLEMENTATION
            value: mlserver_lightgbm.LightGBMModel
          - name: MLSERVER_HTTP_PORT
            value: "8080"
          - name: MLSERVER_GRPC_PORT
            value: "9000"
          - name: INFERENCE_SERVICE_NAME
            value: isvc-lightgbm-v2-runtime
          image: docker.io/seldonio/mlserver:1.7.1
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/isvc-lightgbm-v2-runtime/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: "1"
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:07:18Z"
      lastUpdateTime: "2026-04-16T17:07:18Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:04:25Z"
      lastUpdateTime: "2026-04-16T17:07:18Z"
      message: ReplicaSet "isvc-lightgbm-v2-runtime-predictor-8d44c64dc" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/logger: "true"
      internal.serving.kserve.io/logger-mode: all
      internal.serving.kserve.io/logger-sink-url: http://message-dumper-predictor.kserve-ci-e2e-test.svc.cluster.local
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-logger-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:00:05Z"
    generation: 1
    labels:
      app: isvc.isvc-logger-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-logger
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/logger: {}
            f:internal.serving.kserve.io/logger-mode: {}
            f:internal.serving.kserve.io/logger-sink-url: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"d9fad840-70db-4b42-99b0-6b0beec200c1"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/logger: {}
                f:internal.serving.kserve.io/logger-mode: {}
                f:internal.serving.kserve.io/logger-sink-url: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:00:05Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:01:22Z"
    name: isvc-logger-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-logger
      uid: d9fad840-70db-4b42-99b0-6b0beec200c1
    resourceVersion: "15795"
    uid: 2b1013a8-d826-4310-b612-b72a526e6604
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-logger-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/logger: "true"
          internal.serving.kserve.io/logger-mode: all
          internal.serving.kserve.io/logger-sink-url: http://message-dumper-predictor.kserve-ci-e2e-test.svc.cluster.local
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-logger-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-logger-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-logger
        name: isvc-logger-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-logger
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-logger
          image: quay.io/opendatahub/sklearn-serving-runtime:odh-pr-1404
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 10m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:01:22Z"
      lastUpdateTime: "2026-04-16T17:01:22Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:00:05Z"
      lastUpdateTime: "2026-04-16T17:01:22Z"
      message: ReplicaSet "isvc-logger-predictor-7fc456f8b8" has successfully progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/mlflow/wine
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-mlflow-v2-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:07:46Z"
    generation: 1
    labels:
      app: isvc.isvc-mlflow-v2-runtime-predictor
      component: predictor
      modelClass: mlserver_mlflow.MLflowRuntime
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-mlflow-v2-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:modelClass: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"40a180d1-c28f-4a93-9e9a-1efe9cf87424"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:modelClass: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_GRPC_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_HTTP_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_IMPLEMENTATION"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_URI"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:httpGet:
                      .: {}
                      f:path: {}
                      f:port: {}
                      f:scheme: {}
                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:07:46Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:08:23Z"
    name: isvc-mlflow-v2-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-mlflow-v2-runtime
      uid: 40a180d1-c28f-4a93-9e9a-1efe9cf87424
    resourceVersion: "19139"
    uid: 55d0e504-8a27-4092-a407-79798ba90fbe
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-mlflow-v2-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/mlflow/wine
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-mlflow-v2-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-mlflow-v2-runtime-predictor
          component: predictor
          modelClass: mlserver_mlflow.MLflowRuntime
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-mlflow-v2-runtime
        name: isvc-mlflow-v2-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: MLSERVER_MODEL_NAME
            value: isvc-mlflow-v2-runtime
          - name: MLSERVER_MODEL_URI
            value: /mnt/models
          - name: MLSERVER_MODEL_IMPLEMENTATION
            value: mlserver_mlflow.MLflowRuntime
          - name: MLSERVER_HTTP_PORT
            value: "8080"
          - name: MLSERVER_GRPC_PORT
            value: "9000"
          - name: INFERENCE_SERVICE_NAME
            value: isvc-mlflow-v2-runtime
          image: docker.io/seldonio/mlserver:1.7.1
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/isvc-mlflow-v2-runtime/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: "1"
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:08:23Z"
      lastUpdateTime: "2026-04-16T17:08:23Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:07:46Z"
      lastUpdateTime: "2026-04-16T17:08:23Z"
      message: ReplicaSet "isvc-mlflow-v2-runtime-predictor-5497fc5f68" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/paddle/resnet
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-paddle-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:09:36Z"
    generation: 1
    labels:
      app: isvc.isvc-paddle-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-paddle
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"72ee0cb1-19fd-4806-bb7d-affe585206fa"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:09:36Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:10:46Z"
    name: isvc-paddle-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-paddle
      uid: 72ee0cb1-19fd-4806-bb7d-affe585206fa
    resourceVersion: "20314"
    uid: 98e46b7f-0872-426e-8ed6-8cf706eeeddf
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-paddle-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/paddle/resnet
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-paddle-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-paddle-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-paddle
        name: isvc-paddle-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-paddle
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-paddle
          image: kserve/paddleserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 200m
              memory: 1Gi
            requests:
              cpu: 200m
              memory: 256Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:10:46Z"
      lastUpdateTime: "2026-04-16T17:10:46Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:09:36Z"
      lastUpdateTime: "2026-04-16T17:10:46Z"
      message: ReplicaSet "isvc-paddle-predictor-7dddcb4bd4" has successfully progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/paddle/resnet
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-paddle-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:10:47Z"
    generation: 1
    labels:
      app: isvc.isvc-paddle-runtime-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-paddle-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"de10213d-094b-48d9-9f4a-9513bbf83a2f"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:10:47Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:11:34Z"
    name: isvc-paddle-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-paddle-runtime
      uid: de10213d-094b-48d9-9f4a-9513bbf83a2f
    resourceVersion: "20729"
    uid: 3284ca78-ef0e-4f98-bb41-e636dacaa466
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-paddle-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/paddle/resnet
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-paddle-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-paddle-runtime-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-paddle-runtime
        name: isvc-paddle-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-paddle-runtime
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-paddle-runtime
          image: kserve/paddleserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 200m
              memory: 1Gi
            requests:
              cpu: 200m
              memory: 256Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:11:34Z"
      lastUpdateTime: "2026-04-16T17:11:34Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:10:47Z"
      lastUpdateTime: "2026-04-16T17:11:34Z"
      message: ReplicaSet "isvc-paddle-runtime-predictor-86b49c4466" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/paddle/resnet
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-paddle-v2-kserve-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:11:37Z"
    generation: 1
    labels:
      app: isvc.isvc-paddle-v2-kserve-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-paddle-v2-kserve
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"c9a10b25-cbc5-42be-bdfa-10e9d0635195"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:11:37Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:12:35Z"
    name: isvc-paddle-v2-kserve-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-paddle-v2-kserve
      uid: c9a10b25-cbc5-42be-bdfa-10e9d0635195
    resourceVersion: "21230"
    uid: 3a317620-b3be-4387-8b7d-3d55fce9a011
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-paddle-v2-kserve-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/paddle/resnet
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-paddle-v2-kserve-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-paddle-v2-kserve-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-paddle-v2-kserve
        name: isvc-paddle-v2-kserve-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-paddle-v2-kserve
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-paddle-v2-kserve
          image: kserve/paddleserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 200m
              memory: 1Gi
            requests:
              cpu: 200m
              memory: 256Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:12:35Z"
      lastUpdateTime: "2026-04-16T17:12:35Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:11:37Z"
      lastUpdateTime: "2026-04-16T17:12:35Z"
      message: ReplicaSet "isvc-paddle-v2-kserve-predictor-7c6bd76f7b" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/pmml
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-pmml-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:12:38Z"
    generation: 1
    labels:
      app: isvc.isvc-pmml-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-pmml
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"d48578ff-9102-4f42-916c-de35ccc44851"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:12:38Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:14:01Z"
    name: isvc-pmml-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-pmml
      uid: d48578ff-9102-4f42-916c-de35ccc44851
    resourceVersion: "21926"
    uid: a824feb5-8b49-4033-a1cc-06362c7b739f
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-pmml-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/pmml
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-pmml-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-pmml-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-pmml
        name: isvc-pmml-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-pmml
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-pmml
          image: kserve/pmmlserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 512Mi
            requests:
              cpu: 10m
              memory: 256Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:14:01Z"
      lastUpdateTime: "2026-04-16T17:14:01Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:12:38Z"
      lastUpdateTime: "2026-04-16T17:14:01Z"
      message: ReplicaSet "isvc-pmml-predictor-5584ffd8c9" has successfully progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/pmml
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-pmml-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:14:08Z"
    generation: 1
    labels:
      app: isvc.isvc-pmml-runtime-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-pmml-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"c93ca6eb-c8a4-4745-b625-7289edde0dd5"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:14:08Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:15:25Z"
    name: isvc-pmml-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-pmml-runtime
      uid: c93ca6eb-c8a4-4745-b625-7289edde0dd5
    resourceVersion: "22593"
    uid: 16d8fe16-86f2-45e8-aa82-a5754e490337
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-pmml-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/pmml
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-pmml-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-pmml-runtime-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-pmml-runtime
        name: isvc-pmml-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-pmml-runtime
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-pmml-runtime
          image: kserve/pmmlserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 512Mi
            requests:
              cpu: 10m
              memory: 256Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:15:25Z"
      lastUpdateTime: "2026-04-16T17:15:25Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:14:08Z"
      lastUpdateTime: "2026-04-16T17:15:25Z"
      message: ReplicaSet "isvc-pmml-runtime-predictor-7576f6b69f" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/pmml
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-pmml-v2-kserve-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:15:28Z"
    generation: 1
    labels:
      app: isvc.isvc-pmml-v2-kserve-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-pmml-v2-kserve
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"50712905-aba0-43cf-8952-d8f8ddbdc116"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:15:28Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:17:02Z"
    name: isvc-pmml-v2-kserve-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-pmml-v2-kserve
      uid: 50712905-aba0-43cf-8952-d8f8ddbdc116
    resourceVersion: "23361"
    uid: edb89514-6354-44fc-abf2-f86c17b0b9f3
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-pmml-v2-kserve-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/pmml
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-pmml-v2-kserve-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-pmml-v2-kserve-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-pmml-v2-kserve
        name: isvc-pmml-v2-kserve-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-pmml-v2-kserve
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-pmml-v2-kserve
          image: kserve/pmmlserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 512Mi
            requests:
              cpu: 10m
              memory: 256Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:17:02Z"
      lastUpdateTime: "2026-04-16T17:17:02Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:15:28Z"
      lastUpdateTime: "2026-04-16T17:17:02Z"
      message: ReplicaSet "isvc-pmml-v2-kserve-predictor-75b87ff64c" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-predictive-lightgbm-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:22:21Z"
    generation: 1
    labels:
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      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-predictive-lightgbm
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"f9c98bd4-33d2-4dde-8896-0c9c0dbcab60"}: {}
        f:spec:
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          f:selector: {}
          f:strategy:
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              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
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                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
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                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
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                    f:limits:
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                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
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                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
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      manager: manager
      operation: Update
      time: "2026-04-16T17:22:21Z"
    - apiVersion: apps/v1
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      fieldsV1:
        f:metadata:
          f:annotations:
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        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
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              f:message: {}
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              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:23:38Z"
    name: isvc-predictive-lightgbm-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
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      blockOwnerDeletion: true
      controller: true
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    resourceVersion: "26981"
    uid: 81c72471-120b-4898-8596-85736515406a
  spec:
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    replicas: 1
    revisionHistoryLimit: 10
    selector:
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        app: isvc.isvc-predictive-lightgbm-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
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        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-predictive-lightgbm-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-predictive-lightgbm-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-predictive-lightgbm
        name: isvc-predictive-lightgbm-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-predictive-lightgbm
          - --model_dir=/mnt/models
          - --http_port=8080
          - --framework=lightgbm
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-predictive-lightgbm
          image: kserve/predictiveserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:23:38Z"
      lastUpdateTime: "2026-04-16T17:23:38Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:22:21Z"
      lastUpdateTime: "2026-04-16T17:23:38Z"
      message: ReplicaSet "isvc-predictive-lightgbm-predictor-669896799c" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-predictive-lightgbm-v2-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:27:01Z"
    generation: 1
    labels:
      app: isvc.isvc-predictive-lightgbm-v2-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-predictive-lightgbm-v2
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"487bfd88-9ac9-41b2-a17e-7a43bc539073"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
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              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
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                  f:image: {}
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                  f:readinessProbe:
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                    f:httpGet:
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                      f:path: {}
                      f:port: {}
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                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
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                    f:limits:
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                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:27:01Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
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              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:28:19Z"
    name: isvc-predictive-lightgbm-v2-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-predictive-lightgbm-v2
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    resourceVersion: "29222"
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  spec:
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    replicas: 1
    revisionHistoryLimit: 10
    selector:
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        app: isvc.isvc-predictive-lightgbm-v2-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/lightgbm/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-predictive-lightgbm-v2-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-predictive-lightgbm-v2-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-predictive-lightgbm-v2
        name: isvc-predictive-lightgbm-v2-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-predictive-lightgbm-v2
          - --model_dir=/mnt/models
          - --http_port=8080
          - --framework=lightgbm
          - --nthread=1
          env:
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            value: isvc-predictive-lightgbm-v2
          image: kserve/predictiveserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/isvc-predictive-lightgbm-v2/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 512Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:28:19Z"
      lastUpdateTime: "2026-04-16T17:28:19Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:27:01Z"
      lastUpdateTime: "2026-04-16T17:28:19Z"
      message: ReplicaSet "isvc-predictive-lightgbm-v2-predictor-65df45cf79" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
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      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-predictive-sklearn-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:18:50Z"
    generation: 1
    labels:
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      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-predictive-sklearn
    managedFields:
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      fieldsType: FieldsV1
      fieldsV1:
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            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"6416a723-2966-48f4-b9a5-e28c2197fa8c"}: {}
        f:spec:
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          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
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              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
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                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
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                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:18:50Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:20:27Z"
    name: isvc-predictive-sklearn-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-predictive-sklearn
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  spec:
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    replicas: 1
    revisionHistoryLimit: 10
    selector:
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        app: isvc.isvc-predictive-sklearn-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-predictive-sklearn-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-predictive-sklearn-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-predictive-sklearn
        name: isvc-predictive-sklearn-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-predictive-sklearn
          - --model_dir=/mnt/models
          - --http_port=8080
          - --framework=sklearn
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-predictive-sklearn
          image: kserve/predictiveserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:20:27Z"
      lastUpdateTime: "2026-04-16T17:20:27Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:18:50Z"
      lastUpdateTime: "2026-04-16T17:20:27Z"
      message: ReplicaSet "isvc-predictive-sklearn-predictor-85bccb8945" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
      prometheus.kserve.io/path: /metrics
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        securityContext: {}
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    conditions:
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    - lastTransitionTime: "2026-04-16T17:28:24Z"
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      status: "True"
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    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
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      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/newsgroup/model.joblib
      prometheus.kserve.io/path: /metrics
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      service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
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    generation: 1
    labels:
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      serving.kserve.io/inferenceservice: isvc-sklearn-runtime
    managedFields:
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      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
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            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
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            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
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            k:{"uid":"45a5c1a9-a465-46dc-b4d8-7bdc9291ff09"}: {}
        f:spec:
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          f:selector: {}
          f:strategy:
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              f:maxSurge: {}
              f:maxUnavailable: {}
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          f:template:
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                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
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                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
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              f:namespace: {}
            f:spec:
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              f:containers:
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                  .: {}
                  f:args: {}
                  f:env:
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                    k:{"name":"INFERENCE_SERVICE_NAME"}:
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                  f:readinessProbe:
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                  f:resources:
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                    f:requests:
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                  f:securityContext:
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      manager: manager
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      time: "2026-04-16T17:30:34Z"
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      fieldsV1:
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        f:status:
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          f:conditions:
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            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
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            k:{"type":"Progressing"}:
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      manager: kube-controller-manager
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      subresource: status
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    name: isvc-sklearn-runtime-predictor
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    ownerReferences:
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    selector:
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    strategy:
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        maxUnavailable: 25%
      type: RollingUpdate
    template:
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        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/newsgroup/model.joblib
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
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          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-sklearn-runtime
        name: isvc-sklearn-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
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        containers:
        - args:
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          - --model_dir=/mnt/models
          - --http_port=8080
          - --workers=2
          env:
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            value: isvc-sklearn-runtime
          image: quay.io/opendatahub/sklearn-serving-runtime:odh-pr-1404
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
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            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
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            timeoutSeconds: 1
          resources:
            limits:
              cpu: "2"
              memory: 4Gi
            requests:
              cpu: "2"
              memory: 2Gi
          securityContext:
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            capabilities:
              drop:
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            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:31:04Z"
      lastUpdateTime: "2026-04-16T17:31:04Z"
      message: Deployment has minimum availability.
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      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:30:34Z"
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      message: ReplicaSet "isvc-sklearn-runtime-predictor-cf744c55f" has successfully
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      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
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      internal.serving.kserve.io/storage-initializer-sourceuri: <scheme-placeholder>://sklearn
      internal.serving.kserve.io/storage-spec: "true"
      internal.serving.kserve.io/storage-spec-key: localS3
      internal.serving.kserve.io/storage-spec-param: '{"bucket":"example-models"}'
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-s3-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:43:48Z"
    generation: 1
    labels:
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      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-sklearn-s3
    managedFields:
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      fieldsType: FieldsV1
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            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:internal.serving.kserve.io/storage-spec: {}
            f:internal.serving.kserve.io/storage-spec-key: {}
            f:internal.serving.kserve.io/storage-spec-param: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
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          f:selector: {}
          f:strategy:
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              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
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                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:internal.serving.kserve.io/storage-spec: {}
                f:internal.serving.kserve.io/storage-spec-key: {}
                f:internal.serving.kserve.io/storage-spec-param: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
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                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
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            f:spec:
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              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
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                  f:image: {}
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                  f:readinessProbe:
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                    f:tcpSocket:
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                      f:port: {}
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                  f:resources:
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                      f:memory: {}
                    f:requests:
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                      f:cpu: {}
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                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
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                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:43:48Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
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        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:44:52Z"
    name: isvc-sklearn-s3-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
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      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-sklearn-s3
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    resourceVersion: "37730"
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  spec:
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    replicas: 1
    revisionHistoryLimit: 10
    selector:
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        app: isvc.isvc-sklearn-s3-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: <scheme-placeholder>://sklearn
          internal.serving.kserve.io/storage-spec: "true"
          internal.serving.kserve.io/storage-spec-key: localS3
          internal.serving.kserve.io/storage-spec-param: '{"bucket":"example-models"}'
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-s3-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
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          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-sklearn-s3
        name: isvc-sklearn-s3-predictor
        namespace: kserve-ci-e2e-test
      spec:
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        containers:
        - args:
          - --model_name=isvc-sklearn-s3
          - --model_dir=/mnt/models
          - --http_port=8080
          env:
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            value: isvc-sklearn-s3
          image: quay.io/opendatahub/sklearn-serving-runtime:odh-pr-1404
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
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            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
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            capabilities:
              drop:
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            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
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      lastUpdateTime: "2026-04-16T17:44:52Z"
      message: Deployment has minimum availability.
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      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:43:48Z"
      lastUpdateTime: "2026-04-16T17:44:52Z"
      message: ReplicaSet "isvc-sklearn-s3-predictor-669df85bbb" has successfully
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      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
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      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.3/mixedtype
      prometheus.kserve.io/path: /metrics
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      service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-v2-mixed-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:33:26Z"
    generation: 1
    labels:
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      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-sklearn-v2-mixed
    managedFields:
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      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
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            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
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            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
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            k:{"uid":"6d0e9e44-935e-46b3-ad5c-0b2a82faaa8f"}: {}
        f:spec:
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          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
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              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
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              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
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                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
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                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
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                    f:limits:
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                      f:cpu: {}
                      f:memory: {}
                    f:requests:
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                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
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                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
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                      f:drop: {}
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                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
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              f:terminationGracePeriodSeconds: {}
      manager: manager
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      time: "2026-04-16T17:33:26Z"
    - apiVersion: apps/v1
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      fieldsV1:
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        f:status:
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          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
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          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:34:33Z"
    name: isvc-sklearn-v2-mixed-predictor
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    ownerReferences:
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    selector:
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    strategy:
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        maxUnavailable: 25%
      type: RollingUpdate
    template:
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          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-v2-mixed-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
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          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-sklearn-v2-mixed
        name: isvc-sklearn-v2-mixed-predictor
        namespace: kserve-ci-e2e-test
      spec:
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        containers:
        - args:
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          - --model_dir=/mnt/models
          - --http_port=8080
          env:
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            value: isvc-sklearn-v2-mixed
          image: quay.io/opendatahub/sklearn-serving-runtime:odh-pr-1404
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
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            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
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            timeoutSeconds: 1
          resources:
            limits:
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              memory: 512Mi
            requests:
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              memory: 128Mi
          securityContext:
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            capabilities:
              drop:
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- apiVersion: apps/v1
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      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
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      service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-v2-predictor-serving-cert
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    labels:
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      fieldsV1:
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            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
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            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
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        f:spec:
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                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
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                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
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                f:serving.kserve.io/inferenceservice: {}
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              f:containers:
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                  f:env:
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                  f:readinessProbe:
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                  f:resources:
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                    f:requests:
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                  f:securityContext:
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                      f:drop: {}
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      manager: manager
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      fieldsV1:
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          f:conditions:
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              .: {}
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    selector:
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    strategy:
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    template:
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          prometheus.kserve.io/path: /metrics
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          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
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        namespace: kserve-ci-e2e-test
      spec:
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        containers:
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          env:
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          resources:
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              memory: 512Mi
            requests:
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          securityContext:
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            capabilities:
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          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
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    conditions:
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    - lastTransitionTime: "2026-04-16T17:32:05Z"
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    readyReplicas: 1
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    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
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      service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-v2-runtime-predictor-serving-cert
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    creationTimestamp: "2026-04-16T17:31:15Z"
    generation: 1
    labels:
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      networking.kserve.io/visibility: exposed
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    managedFields:
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      fieldsV1:
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            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
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            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
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                f:service.beta.openshift.io/serving-cert-secret-name: {}
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              f:labels:
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                  .: {}
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                  f:resources:
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                    f:requests:
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                  f:securityContext:
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                  f:terminationMessagePath: {}
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      manager: manager
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      time: "2026-04-16T17:31:15Z"
    - apiVersion: apps/v1
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      fieldsV1:
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        f:status:
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          f:conditions:
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              .: {}
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      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:32:03Z"
    name: isvc-sklearn-v2-runtime-predictor
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    ownerReferences:
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    strategy:
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        maxUnavailable: 25%
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    template:
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          prometheus.kserve.io/path: /metrics
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          service.beta.openshift.io/serving-cert-secret-name: isvc-sklearn-v2-runtime-predictor-serving-cert
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        creationTimestamp: null
        labels:
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        name: isvc-sklearn-v2-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
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        containers:
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            value: isvc-sklearn-v2-runtime
          - name: MLSERVER_MODEL_URI
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          - name: MLSERVER_MODEL_IMPLEMENTATION
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          - name: INFERENCE_SERVICE_NAME
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            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
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          resources:
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- apiVersion: apps/v1
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      manager: kube-controller-manager
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      type: RollingUpdate
    template:
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        creationTimestamp: null
        labels:
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        containers:
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          command:
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    conditions:
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      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:37:47Z"
      lastUpdateTime: "2026-04-16T17:39:13Z"
      message: ReplicaSet "isvc-xgboost-predictor-6dbc9d6d47" has successfully progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/1.5/model
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:40:37Z"
    generation: 1
    labels:
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      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-xgboost-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"1af5b24d-9020-4f53-b4ea-54346e62060d"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:40:37Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:41:44Z"
    name: isvc-xgboost-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-xgboost-runtime
      uid: 1af5b24d-9020-4f53-b4ea-54346e62060d
    resourceVersion: "36107"
    uid: eda955cc-056b-4924-a66f-a503610284b9
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-xgboost-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/1.5/model
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-xgboost-runtime-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-xgboost-runtime
        name: isvc-xgboost-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-xgboost-runtime
          - --model_dir=/mnt/models
          - --http_port=8080
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-xgboost-runtime
          image: kserve/xgbserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:41:44Z"
      lastUpdateTime: "2026-04-16T17:41:44Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:40:37Z"
      lastUpdateTime: "2026-04-16T17:41:44Z"
      message: ReplicaSet "isvc-xgboost-runtime-predictor-687c7765c9" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-v2-mlserver-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:39:17Z"
    generation: 1
    labels:
      app: isvc.isvc-xgboost-v2-mlserver-predictor
      component: predictor
      modelClass: mlserver_xgboost.XGBoostModel
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-xgboost-v2-mlserver
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:modelClass: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"11376acb-31c9-43ac-aac1-b93b325e3ba0"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:modelClass: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_GRPC_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_HTTP_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_IMPLEMENTATION"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_PARALLEL_WORKERS"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_URI"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:httpGet:
                      .: {}
                      f:path: {}
                      f:port: {}
                      f:scheme: {}
                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:39:17Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:39:54Z"
    name: isvc-xgboost-v2-mlserver-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-xgboost-v2-mlserver
      uid: 11376acb-31c9-43ac-aac1-b93b325e3ba0
    resourceVersion: "35147"
    uid: 22f5ee6e-5d70-46d2-ac35-3f3288b9444b
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-xgboost-v2-mlserver-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-v2-mlserver-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-xgboost-v2-mlserver-predictor
          component: predictor
          modelClass: mlserver_xgboost.XGBoostModel
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-xgboost-v2-mlserver
        name: isvc-xgboost-v2-mlserver-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: MLSERVER_MODEL_PARALLEL_WORKERS
            value: "0"
          - name: MLSERVER_MODEL_NAME
            value: isvc-xgboost-v2-mlserver
          - name: MLSERVER_MODEL_URI
            value: /mnt/models
          - name: MLSERVER_MODEL_IMPLEMENTATION
            value: mlserver_xgboost.XGBoostModel
          - name: MLSERVER_HTTP_PORT
            value: "8080"
          - name: MLSERVER_GRPC_PORT
            value: "9000"
          - name: INFERENCE_SERVICE_NAME
            value: isvc-xgboost-v2-mlserver
          image: docker.io/seldonio/mlserver:1.7.1
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/isvc-xgboost-v2-mlserver/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:39:54Z"
      lastUpdateTime: "2026-04-16T17:39:54Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:39:17Z"
      lastUpdateTime: "2026-04-16T17:39:54Z"
      message: ReplicaSet "isvc-xgboost-v2-mlserver-predictor-58b7db6668" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-v2-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:42:38Z"
    generation: 1
    labels:
      app: isvc.isvc-xgboost-v2-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-xgboost-v2
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"d9e28243-b847-4bec-afee-ec48fa812e33"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:args: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:42:38Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:43:45Z"
    name: isvc-xgboost-v2-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-xgboost-v2
      uid: d9e28243-b847-4bec-afee-ec48fa812e33
    resourceVersion: "37155"
    uid: 6284f170-8de6-464c-873f-2f88422bb77e
  spec:
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    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-xgboost-v2-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-v2-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-xgboost-v2-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-xgboost-v2
        name: isvc-xgboost-v2-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - args:
          - --model_name=isvc-xgboost-v2
          - --model_dir=/mnt/models
          - --http_port=8080
          - --nthread=1
          env:
          - name: INFERENCE_SERVICE_NAME
            value: isvc-xgboost-v2
          image: kserve/xgbserver:latest
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:43:45Z"
      lastUpdateTime: "2026-04-16T17:43:45Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:42:38Z"
      lastUpdateTime: "2026-04-16T17:43:45Z"
      message: ReplicaSet "isvc-xgboost-v2-predictor-5db5686f9f" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-v2-runtime-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:41:47Z"
    generation: 1
    labels:
      app: isvc.isvc-xgboost-v2-runtime-predictor
      component: predictor
      modelClass: mlserver_xgboost.XGBoostModel
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: isvc-xgboost-v2-runtime
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:modelClass: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"5db551b9-a99c-4cf1-9200-f52f4a355471"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:modelClass: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_GRPC_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_HTTP_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_IMPLEMENTATION"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_URI"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:httpGet:
                      .: {}
                      f:path: {}
                      f:port: {}
                      f:scheme: {}
                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:41:47Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:42:34Z"
    name: isvc-xgboost-v2-runtime-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: isvc-xgboost-v2-runtime
      uid: 5db551b9-a99c-4cf1-9200-f52f4a355471
    resourceVersion: "36550"
    uid: 91611f22-a480-4da7-b67a-6182f0ada7e8
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.isvc-xgboost-v2-runtime-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: isvc-xgboost-v2-runtime-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.isvc-xgboost-v2-runtime-predictor
          component: predictor
          modelClass: mlserver_xgboost.XGBoostModel
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: isvc-xgboost-v2-runtime
        name: isvc-xgboost-v2-runtime-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: MLSERVER_MODEL_NAME
            value: isvc-xgboost-v2-runtime
          - name: MLSERVER_MODEL_URI
            value: /mnt/models
          - name: MLSERVER_MODEL_IMPLEMENTATION
            value: mlserver_xgboost.XGBoostModel
          - name: MLSERVER_HTTP_PORT
            value: "8080"
          - name: MLSERVER_GRPC_PORT
            value: "9000"
          - name: INFERENCE_SERVICE_NAME
            value: isvc-xgboost-v2-runtime
          image: docker.io/seldonio/mlserver:1.7.1
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/isvc-xgboost-v2-runtime/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:42:34Z"
      lastUpdateTime: "2026-04-16T17:42:34Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:41:47Z"
      lastUpdateTime: "2026-04-16T17:42:34Z"
      message: ReplicaSet "isvc-xgboost-v2-runtime-predictor-b5d6966c7" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      service.beta.openshift.io/serving-cert-secret-name: message-dumper-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T16:59:55Z"
    generation: 1
    labels:
      app: isvc.message-dumper-predictor
      component: predictor
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: message-dumper
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"aa9fbb8e-40df-4c76-8736-d7de7fc1623f"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:tcpSocket:
                      .: {}
                      f:port: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T16:59:55Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T16:59:56Z"
    name: message-dumper-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: message-dumper
      uid: aa9fbb8e-40df-4c76-8736-d7de7fc1623f
    resourceVersion: "15092"
    uid: bf5ded3e-6d7f-4177-9ee1-203d86d9c790
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.message-dumper-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          service.beta.openshift.io/serving-cert-secret-name: message-dumper-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.message-dumper-predictor
          component: predictor
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: message-dumper
        name: message-dumper-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: INFERENCE_SERVICE_NAME
            value: message-dumper
          image: gcr.io/knative-releases/knative.dev/eventing-contrib/cmd/event_display
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            periodSeconds: 10
            successThreshold: 1
            tcpSocket:
              port: 8080
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 256Mi
            requests:
              cpu: 10m
              memory: 128Mi
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T16:59:56Z"
      lastUpdateTime: "2026-04-16T16:59:56Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T16:59:55Z"
      lastUpdateTime: "2026-04-16T16:59:56Z"
      message: ReplicaSet "message-dumper-predictor-7f66cccfb6" has successfully progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: sklearn-v2-mlserver-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:29:44Z"
    generation: 1
    labels:
      app: isvc.sklearn-v2-mlserver-predictor
      component: predictor
      modelClass: mlserver_sklearn.SKLearnModel
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: sklearn-v2-mlserver
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:modelClass: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"84643644-0710-4bf6-a1c6-1846a85f06b1"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:modelClass: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_GRPC_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_HTTP_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_IMPLEMENTATION"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_URI"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:httpGet:
                      .: {}
                      f:path: {}
                      f:port: {}
                      f:scheme: {}
                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:29:44Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:30:30Z"
    name: sklearn-v2-mlserver-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: sklearn-v2-mlserver
      uid: 84643644-0710-4bf6-a1c6-1846a85f06b1
    resourceVersion: "30375"
    uid: bee00c24-2a0b-41ef-bf02-0fb7ec07ba96
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.sklearn-v2-mlserver-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/sklearn/1.0/model
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: sklearn-v2-mlserver-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.sklearn-v2-mlserver-predictor
          component: predictor
          modelClass: mlserver_sklearn.SKLearnModel
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: sklearn-v2-mlserver
        name: sklearn-v2-mlserver-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: MLSERVER_MODEL_NAME
            value: sklearn-v2-mlserver
          - name: MLSERVER_MODEL_URI
            value: /mnt/models
          - name: MLSERVER_MODEL_IMPLEMENTATION
            value: mlserver_sklearn.SKLearnModel
          - name: MLSERVER_HTTP_PORT
            value: "8080"
          - name: MLSERVER_GRPC_PORT
            value: "9000"
          - name: INFERENCE_SERVICE_NAME
            value: sklearn-v2-mlserver
          image: docker.io/seldonio/mlserver:1.7.1
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/sklearn-v2-mlserver/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 512Mi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:30:30Z"
      lastUpdateTime: "2026-04-16T17:30:30Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:29:44Z"
      lastUpdateTime: "2026-04-16T17:30:30Z"
      message: ReplicaSet "sklearn-v2-mlserver-predictor-695d5f5568" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
- apiVersion: apps/v1
  kind: Deployment
  metadata:
    annotations:
      deployment.kubernetes.io/revision: "1"
      internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris/model.bst
      prometheus.kserve.io/path: /metrics
      prometheus.kserve.io/port: "8080"
      service.beta.openshift.io/serving-cert-secret-name: xgboost-v2-mlserver-predictor-serving-cert
      serving.kserve.io/deploymentMode: Standard
    creationTimestamp: "2026-04-16T17:39:57Z"
    generation: 1
    labels:
      app: isvc.xgboost-v2-mlserver-predictor
      component: predictor
      modelClass: mlserver_xgboost.XGBoostModel
      networking.kserve.io/visibility: exposed
      serving.kserve.io/inferenceservice: xgboost-v2-mlserver
    managedFields:
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            .: {}
            f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
            f:prometheus.kserve.io/path: {}
            f:prometheus.kserve.io/port: {}
            f:service.beta.openshift.io/serving-cert-secret-name: {}
            f:serving.kserve.io/deploymentMode: {}
          f:labels:
            .: {}
            f:app: {}
            f:component: {}
            f:modelClass: {}
            f:networking.kserve.io/visibility: {}
            f:serving.kserve.io/inferenceservice: {}
          f:ownerReferences:
            .: {}
            k:{"uid":"44febf4b-aeff-4c41-84b0-f4e873f93c0f"}: {}
        f:spec:
          f:progressDeadlineSeconds: {}
          f:replicas: {}
          f:revisionHistoryLimit: {}
          f:selector: {}
          f:strategy:
            f:rollingUpdate:
              .: {}
              f:maxSurge: {}
              f:maxUnavailable: {}
            f:type: {}
          f:template:
            f:metadata:
              f:annotations:
                .: {}
                f:internal.serving.kserve.io/storage-initializer-sourceuri: {}
                f:prometheus.kserve.io/path: {}
                f:prometheus.kserve.io/port: {}
                f:service.beta.openshift.io/serving-cert-secret-name: {}
                f:serving.kserve.io/deploymentMode: {}
              f:labels:
                .: {}
                f:app: {}
                f:component: {}
                f:modelClass: {}
                f:networking.kserve.io/visibility: {}
                f:serving.kserve.io/inferenceservice: {}
              f:name: {}
              f:namespace: {}
            f:spec:
              f:automountServiceAccountToken: {}
              f:containers:
                k:{"name":"kserve-container"}:
                  .: {}
                  f:env:
                    .: {}
                    k:{"name":"INFERENCE_SERVICE_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_GRPC_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_HTTP_PORT"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_IMPLEMENTATION"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_NAME"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_PARALLEL_WORKERS"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                    k:{"name":"MLSERVER_MODEL_URI"}:
                      .: {}
                      f:name: {}
                      f:value: {}
                  f:image: {}
                  f:imagePullPolicy: {}
                  f:name: {}
                  f:readinessProbe:
                    .: {}
                    f:failureThreshold: {}
                    f:httpGet:
                      .: {}
                      f:path: {}
                      f:port: {}
                      f:scheme: {}
                    f:initialDelaySeconds: {}
                    f:periodSeconds: {}
                    f:successThreshold: {}
                    f:timeoutSeconds: {}
                  f:resources:
                    .: {}
                    f:limits:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                    f:requests:
                      .: {}
                      f:cpu: {}
                      f:memory: {}
                  f:securityContext:
                    .: {}
                    f:allowPrivilegeEscalation: {}
                    f:capabilities:
                      .: {}
                      f:drop: {}
                    f:privileged: {}
                    f:runAsNonRoot: {}
                  f:terminationMessagePath: {}
                  f:terminationMessagePolicy: {}
              f:dnsPolicy: {}
              f:restartPolicy: {}
              f:schedulerName: {}
              f:securityContext: {}
              f:terminationGracePeriodSeconds: {}
      manager: manager
      operation: Update
      time: "2026-04-16T17:39:57Z"
    - apiVersion: apps/v1
      fieldsType: FieldsV1
      fieldsV1:
        f:metadata:
          f:annotations:
            f:deployment.kubernetes.io/revision: {}
        f:status:
          f:availableReplicas: {}
          f:conditions:
            .: {}
            k:{"type":"Available"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
            k:{"type":"Progressing"}:
              .: {}
              f:lastTransitionTime: {}
              f:lastUpdateTime: {}
              f:message: {}
              f:reason: {}
              f:status: {}
              f:type: {}
          f:observedGeneration: {}
          f:readyReplicas: {}
          f:replicas: {}
          f:updatedReplicas: {}
      manager: kube-controller-manager
      operation: Update
      subresource: status
      time: "2026-04-16T17:40:34Z"
    name: xgboost-v2-mlserver-predictor
    namespace: kserve-ci-e2e-test
    ownerReferences:
    - apiVersion: serving.kserve.io/v1beta1
      blockOwnerDeletion: true
      controller: true
      kind: InferenceService
      name: xgboost-v2-mlserver
      uid: 44febf4b-aeff-4c41-84b0-f4e873f93c0f
    resourceVersion: "35511"
    uid: f60f58f5-adca-4034-bf4d-31703612ebdc
  spec:
    progressDeadlineSeconds: 600
    replicas: 1
    revisionHistoryLimit: 10
    selector:
      matchLabels:
        app: isvc.xgboost-v2-mlserver-predictor
    strategy:
      rollingUpdate:
        maxSurge: 25%
        maxUnavailable: 25%
      type: RollingUpdate
    template:
      metadata:
        annotations:
          internal.serving.kserve.io/storage-initializer-sourceuri: gs://kfserving-examples/models/xgboost/iris/model.bst
          prometheus.kserve.io/path: /metrics
          prometheus.kserve.io/port: "8080"
          service.beta.openshift.io/serving-cert-secret-name: xgboost-v2-mlserver-predictor-serving-cert
          serving.kserve.io/deploymentMode: Standard
        creationTimestamp: null
        labels:
          app: isvc.xgboost-v2-mlserver-predictor
          component: predictor
          modelClass: mlserver_xgboost.XGBoostModel
          networking.kserve.io/visibility: exposed
          serving.kserve.io/inferenceservice: xgboost-v2-mlserver
        name: xgboost-v2-mlserver-predictor
        namespace: kserve-ci-e2e-test
      spec:
        automountServiceAccountToken: false
        containers:
        - env:
          - name: MLSERVER_MODEL_PARALLEL_WORKERS
            value: "0"
          - name: MLSERVER_MODEL_NAME
            value: xgboost-v2-mlserver
          - name: MLSERVER_MODEL_URI
            value: /mnt/models
          - name: MLSERVER_MODEL_IMPLEMENTATION
            value: mlserver_xgboost.XGBoostModel
          - name: MLSERVER_HTTP_PORT
            value: "8080"
          - name: MLSERVER_GRPC_PORT
            value: "9000"
          - name: INFERENCE_SERVICE_NAME
            value: xgboost-v2-mlserver
          image: docker.io/seldonio/mlserver:1.7.1
          imagePullPolicy: IfNotPresent
          name: kserve-container
          readinessProbe:
            failureThreshold: 3
            httpGet:
              path: /v2/models/xgboost-v2-mlserver/ready
              port: 8080
              scheme: HTTP
            initialDelaySeconds: 30
            periodSeconds: 10
            successThreshold: 1
            timeoutSeconds: 1
          resources:
            limits:
              cpu: 100m
              memory: 1Gi
            requests:
              cpu: 50m
              memory: 128Mi
          securityContext:
            allowPrivilegeEscalation: false
            capabilities:
              drop:
              - ALL
            privileged: false
            runAsNonRoot: true
          terminationMessagePath: /dev/termination-log
          terminationMessagePolicy: File
        dnsPolicy: ClusterFirst
        restartPolicy: Always
        schedulerName: default-scheduler
        securityContext: {}
        terminationGracePeriodSeconds: 30
  status:
    availableReplicas: 1
    conditions:
    - lastTransitionTime: "2026-04-16T17:40:34Z"
      lastUpdateTime: "2026-04-16T17:40:34Z"
      message: Deployment has minimum availability.
      reason: MinimumReplicasAvailable
      status: "True"
      type: Available
    - lastTransitionTime: "2026-04-16T17:39:57Z"
      lastUpdateTime: "2026-04-16T17:40:34Z"
      message: ReplicaSet "xgboost-v2-mlserver-predictor-c58d48f" has successfully
        progressed.
      reason: NewReplicaSetAvailable
      status: "True"
      type: Progressing
    observedGeneration: 1
    readyReplicas: 1
    replicas: 1
    updatedReplicas: 1
kind: DeploymentList
metadata:
  resourceVersion: "41253"