mirror of
https://github.com/hanzo-ml/kserve.git
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Vivek Karunai Kiri RagavanandGitHub
27bbba87d8
Signed-off-by: Vivek Karunai Kiri Ragavan <[email protected]>
227 lines
9.7 KiB
YAML
227 lines
9.7 KiB
YAML
apiVersion: apiextensions.k8s.io/v1
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kind: CustomResourceDefinition
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metadata:
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annotations:
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controller-gen.kubebuilder.io/version: v0.17.2
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name: variantautoscalings.llmd.ai
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spec:
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group: llmd.ai
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names:
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kind: VariantAutoscaling
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listKind: VariantAutoscalingList
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plural: variantautoscalings
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shortNames:
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- va
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singular: variantautoscaling
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scope: Namespaced
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versions:
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- additionalPrinterColumns:
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- jsonPath: .spec.scaleTargetRef.name
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name: Target
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type: string
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- jsonPath: .spec.modelID
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name: Model
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type: string
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- jsonPath: .spec.minReplicas
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name: Min
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type: integer
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- jsonPath: .spec.maxReplicas
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name: Max
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type: integer
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- jsonPath: .status.desiredOptimizedAlloc.numReplicas
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name: Optimized
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type: string
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- jsonPath: .status.conditions[?(@.type=='MetricsAvailable')].status
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name: MetricsReady
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type: string
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- jsonPath: .metadata.creationTimestamp
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name: Age
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type: date
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name: v1alpha1
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schema:
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openAPIV3Schema:
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description: |-
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VariantAutoscaling is the Schema for the variantautoscalings API.
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It represents the autoscaling configuration and status for a model variant.
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properties:
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apiVersion:
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description: |-
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APIVersion defines the versioned schema of this representation of an object.
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Servers should convert recognized schemas to the latest internal value, and
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may reject unrecognized values.
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More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources
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type: string
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kind:
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description: |-
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Kind is a string value representing the REST resource this object represents.
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Servers may infer this from the endpoint the client submits requests to.
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Cannot be updated.
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In CamelCase.
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More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds
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type: string
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metadata:
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type: object
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spec:
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description: Spec defines the desired state for autoscaling the model
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variant.
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properties:
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maxReplicas:
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default: 2
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description: |-
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MaxReplicas is the upper bound on the number of replicas for this variant.
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The autoscaler will never scale beyond this value regardless of load.
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format: int32
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minimum: 1
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type: integer
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minReplicas:
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default: 1
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description: |-
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MinReplicas is the lower bound on the number of replicas for this variant.
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A value of 0 enables scale-to-zero when the model is idle.
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Defaults to 1, preserving existing behavior for VAs that omit this field.
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format: int32
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minimum: 0
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type: integer
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modelID:
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description: ModelID specifies the unique identifier of the model
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to be autoscaled.
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minLength: 1
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type: string
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scaleTargetRef:
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description: |-
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ScaleTargetRef references the scalable resource to manage.
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This follows the same pattern as HorizontalPodAutoscaler.
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properties:
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apiVersion:
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description: apiVersion is the API version of the referent
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type: string
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kind:
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description: 'kind is the kind of the referent; More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
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type: string
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name:
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description: 'name is the name of the referent; More info: https://kubernetes.io/docs/concepts/overview/working-with-objects/names/#names'
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type: string
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required:
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- kind
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- name
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type: object
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variantCost:
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default: "10.0"
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description: VariantCost specifies the cost per replica for this variant
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(used in saturation analysis).
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pattern: ^\d+(\.\d+)?$
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type: string
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required:
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- maxReplicas
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- modelID
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- scaleTargetRef
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type: object
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x-kubernetes-validations:
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- message: minReplicas must be less than or equal to maxReplicas
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rule: '!has(self.minReplicas) || self.minReplicas <= self.maxReplicas'
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status:
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description: Status represents the current status of autoscaling for the
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model variant.
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properties:
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actuation:
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description: Actuation provides details about the actuation process
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and its current status.
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properties:
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applied:
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description: Applied indicates whether the actuation was successfully
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applied.
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type: boolean
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required:
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- applied
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type: object
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conditions:
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description: Conditions represent the latest available observations
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of the VariantAutoscaling's state
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items:
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description: Condition contains details for one aspect of the current
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state of this API Resource.
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properties:
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lastTransitionTime:
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description: |-
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lastTransitionTime is the last time the condition transitioned from one status to another.
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This should be when the underlying condition changed. If that is not known, then using the time when the API field changed is acceptable.
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format: date-time
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type: string
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message:
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description: |-
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message is a human readable message indicating details about the transition.
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This may be an empty string.
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maxLength: 32768
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type: string
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observedGeneration:
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description: |-
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observedGeneration represents the .metadata.generation that the condition was set based upon.
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For instance, if .metadata.generation is currently 12, but the .status.conditions[x].observedGeneration is 9, the condition is out of date
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with respect to the current state of the instance.
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format: int64
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minimum: 0
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type: integer
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reason:
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description: |-
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reason contains a programmatic identifier indicating the reason for the condition's last transition.
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Producers of specific condition types may define expected values and meanings for this field,
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and whether the values are considered a guaranteed API.
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The value should be a CamelCase string.
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This field may not be empty.
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maxLength: 1024
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minLength: 1
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pattern: ^[A-Za-z]([A-Za-z0-9_,:]*[A-Za-z0-9_])?$
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type: string
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status:
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description: status of the condition, one of True, False, Unknown.
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enum:
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- "True"
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- "False"
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- Unknown
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type: string
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type:
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description: type of condition in CamelCase or in foo.example.com/CamelCase.
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maxLength: 316
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pattern: ^([a-z0-9]([-a-z0-9]*[a-z0-9])?(\.[a-z0-9]([-a-z0-9]*[a-z0-9])?)*/)?(([A-Za-z0-9][-A-Za-z0-9_.]*)?[A-Za-z0-9])$
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type: string
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required:
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- lastTransitionTime
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- message
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- reason
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- status
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- type
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type: object
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type: array
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x-kubernetes-list-map-keys:
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- type
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x-kubernetes-list-type: map
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desiredOptimizedAlloc:
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description: DesiredOptimizedAlloc indicates the target optimized
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allocation based on autoscaling logic.
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properties:
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accelerator:
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description: |-
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Accelerator is the type of accelerator for the optimized allocation.
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Deprecated: This field is deprecated and will be removed in a future version. Use node selector or node affinity from scale target instead.
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type: string
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lastRunTime:
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description: LastRunTime is the timestamp of the last optimization
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run.
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format: date-time
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type: string
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numReplicas:
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description: |-
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NumReplicas is the number of replicas for the optimized allocation.
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nil means no optimization decision has been made yet.
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format: int32
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minimum: 0
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type: integer
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type: object
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type: object
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type: object
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served: true
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storage: true
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subresources:
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status: {}
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