hack/charts/namespaced/crd_chart/templates/crds.yaml [1:2238]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: batchtransformjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.transformJobStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.sageMakerTransformJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: BatchTransformJob
    listKind: BatchTransformJobList
    plural: batchtransformjobs
    singular: batchtransformjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: BatchTransformJob is the Schema for the batchtransformjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: BatchTransformJobSpec defines the desired state of BatchTransformJob
          properties:
            batchStrategy:
              description: Batch Transform related struct
              type: string
            dataProcessing:
              properties:
                JoinSource:
                  type: string
                OutputFilter:
                  type: string
                inputFilter:
                  type: string
              type: object
            environment:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            maxConcurrentTransforms:
              format: int64
              type: integer
            maxPayloadInMB:
              format: int64
              type: integer
            modelName:
              type: string
            region:
              minLength: 1
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            transformInput:
              properties:
                compressionType:
                  enum:
                  - None
                  - Gzip
                  type: string
                contentType:
                  type: string
                dataSource:
                  properties:
                    s3DataSource:
                      properties:
                        s3DataType:
                          enum:
                          - S3Prefix
                          - ManifestFile
                          - AugmentedManifestFile
                          type: string
                        s3Uri:
                          pattern: ^(https|s3)://([^/]+)/?(.*)$
                          type: string
                      required:
                      - s3DataType
                      - s3Uri
                      type: object
                  required:
                  - s3DataSource
                  type: object
                splitType:
                  type: string
              required:
              - dataSource
              type: object
            transformJobName:
              description: The SageMaker batchtransform job name. This is optional
                for the SageMaker K8s operator. If it is empty, the operator will
                populate it with a generated name.
              maxLength: 63
              type: string
            transformOutput:
              properties:
                accept:
                  type: string
                assembleWith:
                  type: string
                kmsKeyId:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            transformResources:
              properties:
                instanceCount:
                  format: int64
                  minimum: 1
                  type: integer
                instanceType:
                  description: Transform job has separate instance type called TransformInstanceType
                    Keeping it string
                  minLength: 1
                  type: string
                volumeKmsKeyId:
                  type: string
              required:
              - instanceCount
              - instanceType
              type: object
          required:
          - modelName
          - region
          - transformInput
          - transformOutput
          - transformResources
          type: object
        status:
          description: BatchTransformJobStatus defines the observed state of BatchTransformJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            sageMakerTransformJobName:
              description: SageMaker TransformJobName job name
              type: string
            transformJobStatus:
              description: The status of the transform job. https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTransformJob.html
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: endpointconfigs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.status
    name: Status
    type: string
  - JSONPath: .status.sageMakerEndpointConfigName
    name: Sage-Maker-EndpointConfig-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: EndpointConfig
    listKind: EndpointConfigList
    plural: endpointconfigs
    singular: endpointconfig
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: EndpointConfig is the Schema for the hostingdeployments API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: EndpointConfigSpec defines the desired state of EndpointConfig
          properties:
            kmsKeyId:
              type: string
            productionVariants:
              items:
                properties:
                  acceleratorType:
                    type: string
                  initialInstanceCount:
                    format: int64
                    minimum: 1
                    type: integer
                  initialVariantWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  instanceType:
                    type: string
                  modelName:
                    minLength: 1
                    type: string
                  variantName:
                    minLength: 1
                    type: string
                required:
                - initialInstanceCount
                - instanceType
                - modelName
                - variantName
                type: object
              minItems: 1
              type: array
            region:
              type: string
            sageMakerEndpoint:
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
          required:
          - productionVariants
          - region
          type: object
        status:
          description: EndpointConfigStatus defines the observed state of EndpointConfig
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status in sagemaker we update this.
              type: string
            endpointConfigArn:
              description: The EndpointConfig ARN of the SageMaker EndpointConfig
              type: string
            lastUpdateTime:
              description: The last time this status was updated.
              format: date-time
              type: string
            sageMakerEndpointConfigName:
              description: The name of the EndpointConfig in SageMaker.
              type: string
            status:
              description: The status of the EndpointConfig
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: hostingautoscalingpolicies.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.hostingAutoscalingPolicyStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: HostingAutoscalingPolicy
    listKind: HostingAutoscalingPolicyList
    plural: hostingautoscalingpolicies
    shortNames:
    - hap
    singular: hostingautoscalingpolicy
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: HostingAutoscalingPolicy is the Schema for the HostingAutoscalingPolicy
        API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: HostingAutoscalingPolicySpec defines the desired state of the
            cluster for HostingAutoscalingPolicy
          properties:
            maxCapacity:
              format: int64
              type: integer
            minCapacity:
              format: int64
              type: integer
            policyName:
              description: The autoscaling policy name. This is optional for the SageMaker
                K8s operator. If it is empty, the operator will populate it with a
                generated name.
              maxLength: 256
              type: string
            policyType:
              description: The autoscaling policy type. This is optional for the SageMaker
                K8s operator. If it is empty, the operator will populate it with TargetTrackingScaling
              type: string
            region:
              type: string
            resourceId:
              items:
                description: AutoscalingResource is used to create the string representing
                  the resourceID in the format endpoint/my-end-point/variant/my-variant
                properties:
                  endpointName:
                    minLength: 1
                    type: string
                  variantName:
                    minLength: 1
                    type: string
                type: object
              minItems: 1
              type: array
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            scalableDimension:
              type: string
            serviceNamespace:
              type: string
            suspendedState:
              description: HAPSuspendedState https://docs.aws.amazon.com/autoscaling/application/APIReference/API_SuspendedState.html
              properties:
                dynamicScalingInSuspended:
                  type: boolean
                dynamicScalingOutSuspended:
                  type: boolean
                scheduledScalingSuspended:
                  type: boolean
              type: object
            targetTrackingScalingPolicyConfiguration:
              description: 'TargetTrackingScalingPolicyConfig https://docs.aws.amazon.com/autoscaling/application/APIReference/API_TargetTrackingScalingPolicyConfiguration.html
                TODO: string requires the input to be in quotes in the spec which
                is not intuitive Needs a fix for floats, probably use resource.Quantity'
              properties:
                customizedMetricSpecification:
                  description: CustomizedMetricSpecification https://docs.aws.amazon.com/autoscaling/application/APIReference/API_CustomizedMetricSpecification.html
                  properties:
                    dimensions:
                      items:
                        description: Used in describing maps in Kubernetes.
                        properties:
                          name:
                            type: string
                          value:
                            type: string
                        type: object
                      type: array
                    metricName:
                      minLength: 1
                      type: string
                    namespace:
                      minLength: 1
                      type: string
                    statistic:
                      minLength: 1
                      type: string
                    unit:
                      type: string
                  type: object
                disableScaleIn:
                  type: boolean
                predefinedMetricSpecification:
                  description: Ideally Predefined metric should not need a value but
                    this is for consistency with API usage
                  properties:
                    predefinedMetricType:
                      type: string
                  type: object
                scaleInCooldown:
                  format: int64
                  type: integer
                scaleOutCooldown:
                  format: int64
                  type: integer
                targetValue:
                  format: int64
                  type: integer
              type: object
          required:
          - region
          type: object
        status:
          description: HostingAutoscalingPolicyStatus defines the observed state of
            HostingAutoscalingPolicy
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            hostingAutoscalingPolicyStatus:
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the job.
              format: date-time
              type: string
            policyName:
              type: string
            resourceIDList:
              items:
                type: string
              type: array
          type: object
      required:
      - spec
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: hostingdeployments.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.endpointStatus
    name: Status
    type: string
  - JSONPath: .status.endpointName
    name: Sagemaker-endpoint-name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: HostingDeployment
    listKind: HostingDeploymentList
    plural: hostingdeployments
    singular: hostingdeployment
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: HostingDeployment is the Schema for the hostingdeployments API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: HostingDeploymentSpec defines the desired state of HostingDeployment
          properties:
            endpointName:
              description: The SageMaker endpoint name. If it is empty the operator
                will populate it with a generated name.
              maxLength: 63
              type: string
            excludeRetainedVariantProperties:
              items:
                properties:
                  variantPropertyType:
                    enum:
                    - DesiredInstanceCount
                    - DesiredWeight
                    - DataCaptureConfig
                    type: string
                required:
                - variantPropertyType
                type: object
              type: array
            kmsKeyId:
              type: string
            models:
              items:
                description: This is something we are defining not coming from aws-sdk-go-v2
                properties:
                  containers:
                    items:
                      description: Describes the container, as part of model definition.
                      properties:
                        containerHostname:
                          type: string
                        environment:
                          items:
                            description: Used in describing maps in Kubernetes.
                            properties:
                              name:
                                type: string
                              value:
                                type: string
                            type: object
                          type: array
                        image:
                          type: string
                        mode:
                          enum:
                          - SingleModel
                          - MultiModel
                          type: string
                        modelDataUrl:
                          type: string
                        modelPackageName:
                          type: string
                      type: object
                    minItems: 1
                    type: array
                  enableNetworkIsolation:
                    type: boolean
                  executionRoleArn:
                    minLength: 20
                    type: string
                  name:
                    type: string
                  primaryContainer:
                    description: Primary container will be ignored if more than one
                      container in the `containers` field is provided.
                    type: string
                  vpcConfig:
                    properties:
                      securityGroupIds:
                        items:
                          type: string
                        maxItems: 5
                        minItems: 1
                        type: array
                      subnets:
                        items:
                          type: string
                        maxItems: 16
                        minItems: 1
                        type: array
                    required:
                    - securityGroupIds
                    - subnets
                    type: object
                required:
                - executionRoleArn
                - name
                type: object
              type: array
            productionVariants:
              items:
                properties:
                  acceleratorType:
                    type: string
                  initialInstanceCount:
                    format: int64
                    minimum: 1
                    type: integer
                  initialVariantWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  instanceType:
                    type: string
                  modelName:
                    minLength: 1
                    type: string
                  variantName:
                    minLength: 1
                    type: string
                required:
                - initialInstanceCount
                - instanceType
                - modelName
                - variantName
                type: object
              minItems: 1
              type: array
            region:
              minLength: 1
              type: string
            retainAllVariantProperties:
              type: boolean
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
          required:
          - models
          - productionVariants
          - region
          type: object
        status:
          description: HostingDeploymentStatus defines the observed state of HostingDeployment
          properties:
            additional:
              description: This field contains additional information about failures.
              type: string
            creationTime:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-CreationTime
              format: date-time
              type: string
            endpointArn:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-EndpointArn
              type: string
            endpointConfigName:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html#SageMaker-CreateEndpoint-request-EndpointConfigName
              type: string
            endpointName:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html#SageMaker-CreateEndpoint-request-EndpointName
              type: string
            endpointStatus:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-EndpointStatus
              type: string
            endpointUrl:
              type: string
            failureReason:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-FailureReason
              type: string
            lastCheckTime:
              format: date-time
              type: string
            lastModifiedTime:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#API_DescribeEndpoint_ResponseSyntax
              format: date-time
              type: string
            modelNames:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            productionVariants:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_ProductionVariantSummary.html
              items:
                description: Please also see https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ProductionVariantSummary
                  This is only used in status so no validation is required
                properties:
                  currentInstanceCount:
                    format: int64
                    type: integer
                  currentWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  deployedImages:
                    items:
                      properties:
                        resolutionTime:
                          format: date-time
                          type: string
                        resolvedImage:
                          type: string
                        specifiedImage:
                          type: string
                      type: object
                    type: array
                  desiredInstanceCount:
                    format: int64
                    type: integer
                  desiredWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  variantName:
                    type: string
                required:
                - variantName
                type: object
              type: array
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: hyperparametertuningjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.hyperParameterTuningJobStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.trainingJobStatusCounters.completed
    format: int64
    name: Completed
    type: number
  - JSONPath: .status.trainingJobStatusCounters.inProgress
    format: int64
    name: InProgress
    type: number
  - JSONPath: .status.trainingJobStatusCounters.totalError
    format: int64
    name: Errors
    type: number
  - JSONPath: .status.trainingJobStatusCounters.stopped
    format: int64
    name: Stopped
    type: number
  - JSONPath: .status.bestTrainingJob.trainingJobName
    name: Best-Training-Job
    type: string
  - JSONPath: .status.sageMakerHyperParameterTuningJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: HyperparameterTuningJob
    listKind: HyperparameterTuningJobList
    plural: hyperparametertuningjobs
    singular: hyperparametertuningjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: HyperparameterTuningJob is the Schema for the hyperparametertuningjobs
        API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: HyperparameterTuningJobSpec defines the desired state of HyperparameterTuningJob
            These are taken from aws-go-sdk-v2 and modified to use Kubebuilder validation
            and json omitempty instead of aws-go-sdk-v2 validation and required parameter
            notation, respectively.
          properties:
            hyperParameterTuningJobConfig:
              properties:
                hyperParameterTuningJobObjective:
                  properties:
                    metricName:
                      minLength: 1
                      type: string
                    type:
                      type: string
                  required:
                  - metricName
                  - type
                  type: object
                parameterRanges:
                  properties:
                    categoricalParameterRanges:
                      items:
                        properties:
                          name:
                            type: string
                          values:
                            items:
                              type: string
                            minItems: 1
                            type: array
                        required:
                        - name
                        - values
                        type: object
                      type: array
                    continuousParameterRanges:
                      items:
                        properties:
                          maxValue:
                            type: string
                          minValue:
                            type: string
                          name:
                            type: string
                          scalingType:
                            type: string
                        required:
                        - maxValue
                        - minValue
                        - name
                        - scalingType
                        type: object
                      type: array
                    integerParameterRanges:
                      items:
                        properties:
                          maxValue:
                            type: string
                          minValue:
                            type: string
                          name:
                            type: string
                          scalingType:
                            type: string
                        required:
                        - maxValue
                        - minValue
                        - name
                        - scalingType
                        type: object
                      type: array
                  type: object
                resourceLimits:
                  properties:
                    maxNumberOfTrainingJobs:
                      format: int64
                      minimum: 1
                      type: integer
                    maxParallelTrainingJobs:
                      format: int64
                      minimum: 1
                      type: integer
                  required:
                  - maxNumberOfTrainingJobs
                  - maxParallelTrainingJobs
                  type: object
                strategy:
                  type: string
                trainingJobEarlyStoppingType:
                  type: string
              required:
              - resourceLimits
              - strategy
              type: object
            hyperParameterTuningJobName:
              type: string
            region:
              minLength: 1
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            trainingJobDefinition:
              properties:
                algorithmSpecification:
                  properties:
                    algorithmName:
                      minLength: 1
                      type: string
                    metricDefinitions:
                      items:
                        properties:
                          name:
                            minLength: 1
                            type: string
                          regex:
                            minLength: 1
                            type: string
                        required:
                        - name
                        - regex
                        type: object
                      type: array
                    trainingImage:
                      type: string
                    trainingInputMode:
                      enum:
                      - File
                      - Pipe
                      type: string
                  required:
                  - trainingInputMode
                  type: object
                checkpointConfig:
                  properties:
                    localPath:
                      type: string
                    s3Uri:
                      pattern: ^(https|s3)://([^/]+)/?(.*)$
                      type: string
                  required:
                  - s3Uri
                  type: object
                enableInterContainerTrafficEncryption:
                  type: boolean
                enableManagedSpotTraining:
                  type: boolean
                enableNetworkIsolation:
                  type: boolean
                inputDataConfig:
                  items:
                    properties:
                      channelName:
                        minLength: 1
                        pattern: '[A-Za-z0-9\.\-_]+'
                        type: string
                      compressionType:
                        enum:
                        - None
                        - Gzip
                        type: string
                      contentType:
                        type: string
                      dataSource:
                        properties:
                          fileSystemDataSource:
                            properties:
                              directoryPath:
                                type: string
                              fileSystemAccessMode:
                                type: string
                              fileSystemId:
                                type: string
                              fileSystemType:
                                type: string
                            required:
                            - directoryPath
                            - fileSystemAccessMode
                            - fileSystemId
                            - fileSystemType
                            type: object
                          s3DataSource:
                            properties:
                              attributeNames:
                                items:
                                  type: string
                                type: array
                              s3DataDistributionType:
                                enum:
                                - FullyReplicated
                                - ShardedByS3Key
                                type: string
                              s3DataType:
                                enum:
                                - S3Prefix
                                - ManifestFile
                                - AugmentedManifestFile
                                type: string
                              s3Uri:
                                pattern: ^(https|s3)://([^/]+)/?(.*)$
                                type: string
                            required:
                            - s3DataType
                            - s3Uri
                            type: object
                        type: object
                      inputMode:
                        enum:
                        - Pipe
                        - File
                        type: string
                      recordWrapperType:
                        type: string
                      shuffleConfig:
                        properties:
                          seed:
                            format: int64
                            type: integer
                        required:
                        - seed
                        type: object
                    required:
                    - channelName
                    - dataSource
                    type: object
                  minItems: 1
                  type: array
                outputDataConfig:
                  properties:
                    kmsKeyId:
                      type: string
                    s3OutputPath:
                      pattern: ^(https|s3)://([^/]+)/?(.*)$
                      type: string
                  required:
                  - s3OutputPath
                  type: object
                resourceConfig:
                  properties:
                    instanceCount:
                      format: int64
                      minimum: 1
                      type: integer
                    instanceType:
                      minLength: 1
                      type: string
                    volumeKmsKeyId:
                      type: string
                    volumeSizeInGB:
                      format: int64
                      minimum: 1
                      type: integer
                  required:
                  - instanceCount
                  - instanceType
                  - volumeSizeInGB
                  type: object
                roleArn:
                  minLength: 20
                  type: string
                staticHyperParameters:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                stoppingCondition:
                  properties:
                    maxRuntimeInSeconds:
                      format: int64
                      minimum: 1
                      type: integer
                    maxWaitTimeInSeconds:
                      format: int64
                      minimum: 1
                      type: integer
                  type: object
                vpcConfig:
                  properties:
                    securityGroupIds:
                      items:
                        type: string
                      maxItems: 5
                      minItems: 1
                      type: array
                    subnets:
                      items:
                        type: string
                      maxItems: 16
                      minItems: 1
                      type: array
                  required:
                  - securityGroupIds
                  - subnets
                  type: object
              required:
              - algorithmSpecification
              - outputDataConfig
              - resourceConfig
              - roleArn
              - stoppingCondition
              type: object
            warmStartConfig:
              properties:
                parentHyperParameterTuningJobs:
                  items:
                    properties:
                      hyperParameterTuningJobName:
                        minLength: 1
                        type: string
                    type: object
                  minItems: 1
                  type: array
                warmStartType:
                  type: string
              required:
              - parentHyperParameterTuningJobs
              - warmStartType
              type: object
          required:
          - hyperParameterTuningJobConfig
          - region
          type: object
        status:
          description: HyperparameterTuningJobStatus defines the observed state of
            HyperparameterTuningJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            bestTrainingJob:
              description: A HyperParameterTrainingJobSummary object that describes
                the training job that completed with the best current HyperParameterTuningJobObjective.
                See https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeHyperParameterTuningJob.html#SageMaker-DescribeHyperParameterTuningJob-response-BestTrainingJob
              properties:
                creationTime:
                  format: date-time
                  type: string
                failureReason:
                  type: string
                finalHyperParameterTuningJobObjectiveMetric:
                  properties:
                    metricName:
                      type: string
                    type:
                      type: string
                    value:
                      description: Value is string instead of float64 to prevent bugs
                        when deserializing onto different platforms.
                      type: string
                  type: object
                objectiveStatus:
                  type: string
                trainingEndTime:
                  format: date-time
                  type: string
                trainingJobArn:
                  type: string
                trainingJobName:
                  type: string
                trainingJobStatus:
                  type: string
                trainingStartTime:
                  format: date-time
                  type: string
                tunedHyperParameters:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                tuningJobName:
                  type: string
              type: object
            hyperParameterTuningJobStatus:
              description: The status of HyperParameterTrainingJob https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeHyperParameterTuningJob.html#SageMaker-DescribeHyperParameterTuningJob-response-HyperParameterTuningJobStatus
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            sageMakerHyperParameterTuningJobName:
              description: SageMaker hyperparametertuning job name
              type: string
            trainingJobStatusCounters:
              description: The TrainingJobStatusCounters object that specifies the
                number of training jobs, categorized by status, that this tuning job
                launched. https://docs.aws.amazon.com/sagemaker/latest/dg/API_TrainingJobStatusCounters.html
              properties:
                completed:
                  description: The number of completed training jobs launched by the
                    hyperparameter tuning job.
                  format: int64
                  type: integer
                inProgress:
                  description: The number of in-progress training jobs launched by
                    a hyperparameter tuning job.
                  format: int64
                  type: integer
                nonRetryableError:
                  description: The number of training jobs that failed and can't be
                    retried. A failed training job can't be retried if it failed because
                    a client error occurred.
                  format: int64
                  type: integer
                retryableError:
                  description: The number of training jobs that failed, but can be
                    retried. A failed training job can be retried only if it failed
                    because an internal service error occurred.
                  format: int64
                  type: integer
                stopped:
                  description: The number of training jobs launched by a hyperparameter
                    tuning job that were manually stopped.
                  format: int64
                  type: integer
                totalError:
                  description: The sum of NonRetryableError and RetryableError. This
                    is unique to the Kubernetes operator and is used to simplify the
                    `kubectl get` output.
                  format: int64
                  type: integer
              type: object
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: models.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.status
    name: Status
    type: string
  - JSONPath: .status.sageMakerModelName
    name: Sage-Maker-Model-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: Model
    listKind: ModelList
    plural: models
    singular: model
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: Model is the Schema for the hostingdeployments API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: ModelSpec defines the desired state of Model
          properties:
            containers:
              items:
                description: Describes the container, as part of model definition.
                properties:
                  containerHostname:
                    type: string
                  environment:
                    items:
                      description: Used in describing maps in Kubernetes.
                      properties:
                        name:
                          type: string
                        value:
                          type: string
                      type: object
                    type: array
                  image:
                    type: string
                  mode:
                    enum:
                    - SingleModel
                    - MultiModel
                    type: string
                  modelDataUrl:
                    type: string
                  modelPackageName:
                    type: string
                type: object
              type: array
            enableNetworkIsolation:
              type: boolean
            executionRoleArn:
              type: string
            primaryContainer:
              description: Describes the container, as part of model definition.
              properties:
                containerHostname:
                  type: string
                environment:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                image:
                  type: string
                mode:
                  enum:
                  - SingleModel
                  - MultiModel
                  type: string
                modelDataUrl:
                  type: string
                modelPackageName:
                  type: string
              type: object
            region:
              type: string
            sageMakerEndpoint:
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            vpcConfig:
              properties:
                securityGroupIds:
                  items:
                    type: string
                  maxItems: 5
                  minItems: 1
                  type: array
                subnets:
                  items:
                    type: string
                  maxItems: 16
                  minItems: 1
                  type: array
              required:
              - securityGroupIds
              - subnets
              type: object
          required:
          - executionRoleArn
          - region
          type: object
        status:
          description: ModelStatus defines the observed state of Model
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status in sagemaker we update this.
              type: string
            lastUpdateTime:
              description: The last time this status was updated.
              format: date-time
              type: string
            modelArn:
              description: The Model ARN of the SageMaker model
              type: string
            sageMakerModelName:
              description: The name of the model in SageMaker.
              type: string
            status:
              description: The status of the model.
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: processingjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.processingJobStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.sageMakerProcessingJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: ProcessingJob
    listKind: ProcessingJobList
    plural: processingjobs
    singular: processingjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: ProcessingJob is the Schema for the processingjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: ProcessingJobSpec defines the desired state of ProcessingJob
          properties:
            appSpecification:
              properties:
                containerArguments:
                  items:
                    type: string
                  type: array
                containerEntrypoint:
                  items:
                    type: string
                  type: array
                imageUri:
                  type: string
              type: object
            environment:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              maxItems: 100
              type: array
            networkConfig:
              properties:
                enableInterContainerTrafficEncryption:
                  type: boolean
                enableNetworkIsolation:
                  type: boolean
                vpcConfig:
                  properties:
                    securityGroupIds:
                      items:
                        type: string
                      maxItems: 5
                      minItems: 1
                      type: array
                    subnets:
                      items:
                        type: string
                      maxItems: 16
                      minItems: 1
                      type: array
                  required:
                  - securityGroupIds
                  - subnets
                  type: object
              type: object
            processingInputs:
              items:
                properties:
                  inputName:
                    type: string
                  s3Input:
                    properties:
                      localPath:
                        maxLength: 256
                        type: string
                      s3CompressionType:
                        enum:
                        - None
                        - Gzip
                        type: string
                      s3DataDistributionType:
                        allOf:
                        - enum:
                          - FullyReplicated
                          - ShardedByS3Key
                        - enum:
                          - FullyReplicated
                          - ShardedByS3Key
                        type: string
                      s3DataType:
                        enum:
                        - S3Prefix
                        - ManifestFile
                        type: string
                      s3InputMode:
                        allOf:
                        - enum:
                          - File
                          - Pipe
                        - enum:
                          - Pipe
                          - File
                        type: string
                      s3Uri:
                        pattern: ^(https|s3)://([^/]+)/?(.*)$
                        type: string
                    required:
                    - localPath
                    - s3DataType
                    - s3InputMode
                    - s3Uri
                    type: object
                required:
                - inputName
                - s3Input
                type: object
              maxItems: 10
              type: array
            processingOutputConfig:
              properties:
                kmsKeyId:
                  maxLength: 1024
                  type: string
                outputs:
                  items:
                    properties:
                      outputName:
                        type: string
                      s3Output:
                        properties:
                          localPath:
                            maxLength: 256
                            type: string
                          s3UploadMode:
                            enum:
                            - Continuous
                            - EndOfJob
                            type: string
                          s3Uri:
                            pattern: ^(https|s3)://([^/]+)/?(.*)$
                            type: string
                        required:
                        - localPath
                        - s3UploadMode
                        - s3Uri
                        type: object
                    required:
                    - outputName
                    - s3Output
                    type: object
                  maxItems: 10
                  type: array
              required:
              - outputs
              type: object
            processingResources:
              properties:
                clusterConfig:
                  properties:
                    instanceCount:
                      format: int64
                      minimum: 1
                      type: integer
                    instanceType:
                      minLength: 1
                      type: string
                    volumeKmsKeyId:
                      type: string
                    volumeSizeInGB:
                      format: int64
                      minimum: 1
                      type: integer
                  required:
                  - instanceCount
                  - instanceType
                  - volumeSizeInGB
                  type: object
              required:
              - clusterConfig
              type: object
            region:
              minLength: 1
              type: string
            roleArn:
              maxLength: 2048
              minLength: 20
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            stoppingCondition:
              description: StoppingConditionNoSpot is used for APIs which do not support
                WaitTime param i.e. managed spot training not supported
              properties:
                maxRuntimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
              type: object
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              maxItems: 50
              type: array
          required:
          - appSpecification
          - processingResources
          - region
          - roleArn
          type: object
        status:
          description: ProcessingJobStatus defines the observed state of ProcessingJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            cloudWatchLogUrl:
              description: CloudWatch URL for log
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            processingJobStatus:
              description: The status of the processing job. https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeProcessingJob.html#sagemaker-DescribeProcessingJob-response-ProcessingJobStatus
              type: string
            sageMakerProcessingJobName:
              description: SageMaker processing job name
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: trainingjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.trainingJobStatus
    name: Status
    type: string
  - JSONPath: .status.secondaryStatus
    name: Secondary-Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.sageMakerTrainingJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: TrainingJob
    listKind: TrainingJobList
    plural: trainingjobs
    singular: trainingjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: TrainingJob is the Schema for the trainingjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: TrainingJobSpec defines the desired state of TrainingJob
          properties:
            algorithmSpecification:
              properties:
                algorithmName:
                  minLength: 1
                  type: string
                metricDefinitions:
                  items:
                    properties:
                      name:
                        minLength: 1
                        type: string
                      regex:
                        minLength: 1
                        type: string
                    required:
                    - name
                    - regex
                    type: object
                  type: array
                trainingImage:
                  minLength: 1
                  type: string
                trainingInputMode:
                  enum:
                  - File
                  - Pipe
                  type: string
              required:
              - trainingInputMode
              type: object
            checkpointConfig:
              properties:
                localPath:
                  type: string
                s3Uri:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3Uri
              type: object
            debugHookConfig:
              description: DebugHookConfig https://docs.aws.amazon.com/sagemaker/latest/dg/API_DebugHookConfig.html
              properties:
                collectionConfigurations:
                  items:
                    description: CollectionConfiguration https://docs.aws.amazon.com/sagemaker/latest/dg/API_CollectionConfiguration.html
                    properties:
                      collectionName:
                        type: string
                      collectionParameters:
                        items:
                          description: Used in describing maps in Kubernetes.
                          properties:
                            name:
                              type: string
                            value:
                              type: string
                          type: object
                        type: array
                    type: object
                  type: array
                localPath:
                  type: string
                ruleParameters:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            debugRuleConfigurations:
              items:
                description: DebugRuleConfiguration https://docs.aws.amazon.com/sagemaker/latest/dg/API_DebugRuleConfiguration.html
                properties:
                  instanceType:
                    type: string
                  localPath:
                    type: string
                  ruleConfigurationName:
                    type: string
                  ruleEvaluatorImage:
                    type: string
                  ruleParameters:
                    items:
                      description: Used in describing maps in Kubernetes.
                      properties:
                        name:
                          type: string
                        value:
                          type: string
                      type: object
                    type: array
                  s3OutputPath:
                    pattern: ^(https|s3)://([^/]+)/?(.*)$
                    type: string
                  volumeSizeInGB:
                    format: int64
                    minimum: 1
                    type: integer
                required:
                - ruleConfigurationName
                - ruleEvaluatorImage
                type: object
              type: array
            enableInterContainerTrafficEncryption:
              type: boolean
            enableManagedSpotTraining:
              type: boolean
            enableNetworkIsolation:
              type: boolean
            hyperParameters:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            inputDataConfig:
              items:
                properties:
                  channelName:
                    minLength: 1
                    pattern: '[A-Za-z0-9\.\-_]+'
                    type: string
                  compressionType:
                    enum:
                    - None
                    - Gzip
                    type: string
                  contentType:
                    type: string
                  dataSource:
                    properties:
                      fileSystemDataSource:
                        properties:
                          directoryPath:
                            type: string
                          fileSystemAccessMode:
                            type: string
                          fileSystemId:
                            type: string
                          fileSystemType:
                            type: string
                        required:
                        - directoryPath
                        - fileSystemAccessMode
                        - fileSystemId
                        - fileSystemType
                        type: object
                      s3DataSource:
                        properties:
                          attributeNames:
                            items:
                              type: string
                            type: array
                          s3DataDistributionType:
                            enum:
                            - FullyReplicated
                            - ShardedByS3Key
                            type: string
                          s3DataType:
                            enum:
                            - S3Prefix
                            - ManifestFile
                            - AugmentedManifestFile
                            type: string
                          s3Uri:
                            pattern: ^(https|s3)://([^/]+)/?(.*)$
                            type: string
                        required:
                        - s3DataType
                        - s3Uri
                        type: object
                    type: object
                  inputMode:
                    enum:
                    - Pipe
                    - File
                    type: string
                  recordWrapperType:
                    type: string
                  shuffleConfig:
                    properties:
                      seed:
                        format: int64
                        type: integer
                    required:
                    - seed
                    type: object
                required:
                - channelName
                - dataSource
                type: object
              minItems: 1
              type: array
            outputDataConfig:
              properties:
                kmsKeyId:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            region:
              minLength: 1
              type: string
            resourceConfig:
              properties:
                instanceCount:
                  format: int64
                  minimum: 1
                  type: integer
                instanceType:
                  minLength: 1
                  type: string
                volumeKmsKeyId:
                  type: string
                volumeSizeInGB:
                  format: int64
                  minimum: 1
                  type: integer
              required:
              - instanceCount
              - instanceType
              - volumeSizeInGB
              type: object
            roleArn:
              minLength: 20
              pattern: ^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            stoppingCondition:
              properties:
                maxRuntimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
                maxWaitTimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
              type: object
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            tensorBoardOutputConfig:
              description: TensorBoardOutputConfig https://docs.aws.amazon.com/sagemaker/latest/dg/API_TensorBoardOutputConfig.html
              properties:
                localPath:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            trainingJobName:
              description: The SageMaker training job name. This is optional for the
                SageMaker K8s operator. If it is empty, the operator will populate
                it with a generated name.
              maxLength: 63
              type: string
            vpcConfig:
              properties:
                securityGroupIds:
                  items:
                    type: string
                  maxItems: 5
                  minItems: 1
                  type: array
                subnets:
                  items:
                    type: string
                  maxItems: 16
                  minItems: 1
                  type: array
              required:
              - securityGroupIds
              - subnets
              type: object
          required:
          - algorithmSpecification
          - outputDataConfig
          - region
          - resourceConfig
          - roleArn
          - stoppingCondition
          type: object
        status:
          description: TrainingJobStatus defines the observed state of TrainingJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            cloudWatchLogUrl:
              description: Cloud Watch url for training log
              type: string
            debugRuleEvaluationStatuses:
              description: Status of rule evaluation jobs, obtained from DebugRuleEvaluationStatuses.
                https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrainingJob.html#sagemaker-DescribeTrainingJob-response-DebugRuleEvaluationStatuses
              items:
                description: DebugRuleEvaluationStatus https://docs.aws.amazon.com/sagemaker/latest/dg/API_DebugRuleEvaluationStatus.html
                properties:
                  lastModifiedTime:
                    format: date-time
                    type: string
                  ruleConfigurationName:
                    type: string
                  ruleEvaluationJobArn:
                    type: string
                  ruleEvaluationStatus:
                    type: string
                  statusDetail:
                    type: string
                type: object
              type: array
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            modelPath:
              description: Full path to the training artifact (model)
              type: string
            sageMakerTrainingJobName:
              description: SageMaker training job name
              type: string
            secondaryStatus:
              description: The secondary, more granular status of the training job.
                https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-SecondaryStatus
              type: string
            trainingJobStatus:
              description: The status of the training job. https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-TrainingJobStatus
              type: string
          type: object
      required:
      - spec
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -



release/rolebased/namespaced/crd.yaml [1:2238]:
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: batchtransformjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.transformJobStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.sageMakerTransformJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: BatchTransformJob
    listKind: BatchTransformJobList
    plural: batchtransformjobs
    singular: batchtransformjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: BatchTransformJob is the Schema for the batchtransformjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: BatchTransformJobSpec defines the desired state of BatchTransformJob
          properties:
            batchStrategy:
              description: Batch Transform related struct
              type: string
            dataProcessing:
              properties:
                JoinSource:
                  type: string
                OutputFilter:
                  type: string
                inputFilter:
                  type: string
              type: object
            environment:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            maxConcurrentTransforms:
              format: int64
              type: integer
            maxPayloadInMB:
              format: int64
              type: integer
            modelName:
              type: string
            region:
              minLength: 1
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            transformInput:
              properties:
                compressionType:
                  enum:
                  - None
                  - Gzip
                  type: string
                contentType:
                  type: string
                dataSource:
                  properties:
                    s3DataSource:
                      properties:
                        s3DataType:
                          enum:
                          - S3Prefix
                          - ManifestFile
                          - AugmentedManifestFile
                          type: string
                        s3Uri:
                          pattern: ^(https|s3)://([^/]+)/?(.*)$
                          type: string
                      required:
                      - s3DataType
                      - s3Uri
                      type: object
                  required:
                  - s3DataSource
                  type: object
                splitType:
                  type: string
              required:
              - dataSource
              type: object
            transformJobName:
              description: The SageMaker batchtransform job name. This is optional
                for the SageMaker K8s operator. If it is empty, the operator will
                populate it with a generated name.
              maxLength: 63
              type: string
            transformOutput:
              properties:
                accept:
                  type: string
                assembleWith:
                  type: string
                kmsKeyId:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            transformResources:
              properties:
                instanceCount:
                  format: int64
                  minimum: 1
                  type: integer
                instanceType:
                  description: Transform job has separate instance type called TransformInstanceType
                    Keeping it string
                  minLength: 1
                  type: string
                volumeKmsKeyId:
                  type: string
              required:
              - instanceCount
              - instanceType
              type: object
          required:
          - modelName
          - region
          - transformInput
          - transformOutput
          - transformResources
          type: object
        status:
          description: BatchTransformJobStatus defines the observed state of BatchTransformJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            sageMakerTransformJobName:
              description: SageMaker TransformJobName job name
              type: string
            transformJobStatus:
              description: The status of the transform job. https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTransformJob.html
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: endpointconfigs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.status
    name: Status
    type: string
  - JSONPath: .status.sageMakerEndpointConfigName
    name: Sage-Maker-EndpointConfig-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: EndpointConfig
    listKind: EndpointConfigList
    plural: endpointconfigs
    singular: endpointconfig
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: EndpointConfig is the Schema for the hostingdeployments API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: EndpointConfigSpec defines the desired state of EndpointConfig
          properties:
            kmsKeyId:
              type: string
            productionVariants:
              items:
                properties:
                  acceleratorType:
                    type: string
                  initialInstanceCount:
                    format: int64
                    minimum: 1
                    type: integer
                  initialVariantWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  instanceType:
                    type: string
                  modelName:
                    minLength: 1
                    type: string
                  variantName:
                    minLength: 1
                    type: string
                required:
                - initialInstanceCount
                - instanceType
                - modelName
                - variantName
                type: object
              minItems: 1
              type: array
            region:
              type: string
            sageMakerEndpoint:
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
          required:
          - productionVariants
          - region
          type: object
        status:
          description: EndpointConfigStatus defines the observed state of EndpointConfig
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status in sagemaker we update this.
              type: string
            endpointConfigArn:
              description: The EndpointConfig ARN of the SageMaker EndpointConfig
              type: string
            lastUpdateTime:
              description: The last time this status was updated.
              format: date-time
              type: string
            sageMakerEndpointConfigName:
              description: The name of the EndpointConfig in SageMaker.
              type: string
            status:
              description: The status of the EndpointConfig
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: hostingautoscalingpolicies.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.hostingAutoscalingPolicyStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: HostingAutoscalingPolicy
    listKind: HostingAutoscalingPolicyList
    plural: hostingautoscalingpolicies
    shortNames:
    - hap
    singular: hostingautoscalingpolicy
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: HostingAutoscalingPolicy is the Schema for the HostingAutoscalingPolicy
        API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: HostingAutoscalingPolicySpec defines the desired state of the
            cluster for HostingAutoscalingPolicy
          properties:
            maxCapacity:
              format: int64
              type: integer
            minCapacity:
              format: int64
              type: integer
            policyName:
              description: The autoscaling policy name. This is optional for the SageMaker
                K8s operator. If it is empty, the operator will populate it with a
                generated name.
              maxLength: 256
              type: string
            policyType:
              description: The autoscaling policy type. This is optional for the SageMaker
                K8s operator. If it is empty, the operator will populate it with TargetTrackingScaling
              type: string
            region:
              type: string
            resourceId:
              items:
                description: AutoscalingResource is used to create the string representing
                  the resourceID in the format endpoint/my-end-point/variant/my-variant
                properties:
                  endpointName:
                    minLength: 1
                    type: string
                  variantName:
                    minLength: 1
                    type: string
                type: object
              minItems: 1
              type: array
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            scalableDimension:
              type: string
            serviceNamespace:
              type: string
            suspendedState:
              description: HAPSuspendedState https://docs.aws.amazon.com/autoscaling/application/APIReference/API_SuspendedState.html
              properties:
                dynamicScalingInSuspended:
                  type: boolean
                dynamicScalingOutSuspended:
                  type: boolean
                scheduledScalingSuspended:
                  type: boolean
              type: object
            targetTrackingScalingPolicyConfiguration:
              description: 'TargetTrackingScalingPolicyConfig https://docs.aws.amazon.com/autoscaling/application/APIReference/API_TargetTrackingScalingPolicyConfiguration.html
                TODO: string requires the input to be in quotes in the spec which
                is not intuitive Needs a fix for floats, probably use resource.Quantity'
              properties:
                customizedMetricSpecification:
                  description: CustomizedMetricSpecification https://docs.aws.amazon.com/autoscaling/application/APIReference/API_CustomizedMetricSpecification.html
                  properties:
                    dimensions:
                      items:
                        description: Used in describing maps in Kubernetes.
                        properties:
                          name:
                            type: string
                          value:
                            type: string
                        type: object
                      type: array
                    metricName:
                      minLength: 1
                      type: string
                    namespace:
                      minLength: 1
                      type: string
                    statistic:
                      minLength: 1
                      type: string
                    unit:
                      type: string
                  type: object
                disableScaleIn:
                  type: boolean
                predefinedMetricSpecification:
                  description: Ideally Predefined metric should not need a value but
                    this is for consistency with API usage
                  properties:
                    predefinedMetricType:
                      type: string
                  type: object
                scaleInCooldown:
                  format: int64
                  type: integer
                scaleOutCooldown:
                  format: int64
                  type: integer
                targetValue:
                  format: int64
                  type: integer
              type: object
          required:
          - region
          type: object
        status:
          description: HostingAutoscalingPolicyStatus defines the observed state of
            HostingAutoscalingPolicy
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            hostingAutoscalingPolicyStatus:
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the job.
              format: date-time
              type: string
            policyName:
              type: string
            resourceIDList:
              items:
                type: string
              type: array
          type: object
      required:
      - spec
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: hostingdeployments.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.endpointStatus
    name: Status
    type: string
  - JSONPath: .status.endpointName
    name: Sagemaker-endpoint-name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: HostingDeployment
    listKind: HostingDeploymentList
    plural: hostingdeployments
    singular: hostingdeployment
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: HostingDeployment is the Schema for the hostingdeployments API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: HostingDeploymentSpec defines the desired state of HostingDeployment
          properties:
            endpointName:
              description: The SageMaker endpoint name. If it is empty the operator
                will populate it with a generated name.
              maxLength: 63
              type: string
            excludeRetainedVariantProperties:
              items:
                properties:
                  variantPropertyType:
                    enum:
                    - DesiredInstanceCount
                    - DesiredWeight
                    - DataCaptureConfig
                    type: string
                required:
                - variantPropertyType
                type: object
              type: array
            kmsKeyId:
              type: string
            models:
              items:
                description: This is something we are defining not coming from aws-sdk-go-v2
                properties:
                  containers:
                    items:
                      description: Describes the container, as part of model definition.
                      properties:
                        containerHostname:
                          type: string
                        environment:
                          items:
                            description: Used in describing maps in Kubernetes.
                            properties:
                              name:
                                type: string
                              value:
                                type: string
                            type: object
                          type: array
                        image:
                          type: string
                        mode:
                          enum:
                          - SingleModel
                          - MultiModel
                          type: string
                        modelDataUrl:
                          type: string
                        modelPackageName:
                          type: string
                      type: object
                    minItems: 1
                    type: array
                  enableNetworkIsolation:
                    type: boolean
                  executionRoleArn:
                    minLength: 20
                    type: string
                  name:
                    type: string
                  primaryContainer:
                    description: Primary container will be ignored if more than one
                      container in the `containers` field is provided.
                    type: string
                  vpcConfig:
                    properties:
                      securityGroupIds:
                        items:
                          type: string
                        maxItems: 5
                        minItems: 1
                        type: array
                      subnets:
                        items:
                          type: string
                        maxItems: 16
                        minItems: 1
                        type: array
                    required:
                    - securityGroupIds
                    - subnets
                    type: object
                required:
                - executionRoleArn
                - name
                type: object
              type: array
            productionVariants:
              items:
                properties:
                  acceleratorType:
                    type: string
                  initialInstanceCount:
                    format: int64
                    minimum: 1
                    type: integer
                  initialVariantWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  instanceType:
                    type: string
                  modelName:
                    minLength: 1
                    type: string
                  variantName:
                    minLength: 1
                    type: string
                required:
                - initialInstanceCount
                - instanceType
                - modelName
                - variantName
                type: object
              minItems: 1
              type: array
            region:
              minLength: 1
              type: string
            retainAllVariantProperties:
              type: boolean
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
          required:
          - models
          - productionVariants
          - region
          type: object
        status:
          description: HostingDeploymentStatus defines the observed state of HostingDeployment
          properties:
            additional:
              description: This field contains additional information about failures.
              type: string
            creationTime:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-CreationTime
              format: date-time
              type: string
            endpointArn:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-EndpointArn
              type: string
            endpointConfigName:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html#SageMaker-CreateEndpoint-request-EndpointConfigName
              type: string
            endpointName:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html#SageMaker-CreateEndpoint-request-EndpointName
              type: string
            endpointStatus:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-EndpointStatus
              type: string
            endpointUrl:
              type: string
            failureReason:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#SageMaker-DescribeEndpoint-response-FailureReason
              type: string
            lastCheckTime:
              format: date-time
              type: string
            lastModifiedTime:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html#API_DescribeEndpoint_ResponseSyntax
              format: date-time
              type: string
            modelNames:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            productionVariants:
              description: https://docs.aws.amazon.com/sagemaker/latest/dg/API_ProductionVariantSummary.html
              items:
                description: Please also see https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ProductionVariantSummary
                  This is only used in status so no validation is required
                properties:
                  currentInstanceCount:
                    format: int64
                    type: integer
                  currentWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  deployedImages:
                    items:
                      properties:
                        resolutionTime:
                          format: date-time
                          type: string
                        resolvedImage:
                          type: string
                        specifiedImage:
                          type: string
                      type: object
                    type: array
                  desiredInstanceCount:
                    format: int64
                    type: integer
                  desiredWeight:
                    description: We use an int64 here instead of float because floats
                      are not supported by the Kubernetes API. The actual traffic
                      directed to this ProductionVariant is the ratio of this variant
                      weight to the sum of all variant weights.
                    format: int64
                    type: integer
                  variantName:
                    type: string
                required:
                - variantName
                type: object
              type: array
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: hyperparametertuningjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.hyperParameterTuningJobStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.trainingJobStatusCounters.completed
    format: int64
    name: Completed
    type: number
  - JSONPath: .status.trainingJobStatusCounters.inProgress
    format: int64
    name: InProgress
    type: number
  - JSONPath: .status.trainingJobStatusCounters.totalError
    format: int64
    name: Errors
    type: number
  - JSONPath: .status.trainingJobStatusCounters.stopped
    format: int64
    name: Stopped
    type: number
  - JSONPath: .status.bestTrainingJob.trainingJobName
    name: Best-Training-Job
    type: string
  - JSONPath: .status.sageMakerHyperParameterTuningJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: HyperparameterTuningJob
    listKind: HyperparameterTuningJobList
    plural: hyperparametertuningjobs
    singular: hyperparametertuningjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: HyperparameterTuningJob is the Schema for the hyperparametertuningjobs
        API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: HyperparameterTuningJobSpec defines the desired state of HyperparameterTuningJob
            These are taken from aws-go-sdk-v2 and modified to use Kubebuilder validation
            and json omitempty instead of aws-go-sdk-v2 validation and required parameter
            notation, respectively.
          properties:
            hyperParameterTuningJobConfig:
              properties:
                hyperParameterTuningJobObjective:
                  properties:
                    metricName:
                      minLength: 1
                      type: string
                    type:
                      type: string
                  required:
                  - metricName
                  - type
                  type: object
                parameterRanges:
                  properties:
                    categoricalParameterRanges:
                      items:
                        properties:
                          name:
                            type: string
                          values:
                            items:
                              type: string
                            minItems: 1
                            type: array
                        required:
                        - name
                        - values
                        type: object
                      type: array
                    continuousParameterRanges:
                      items:
                        properties:
                          maxValue:
                            type: string
                          minValue:
                            type: string
                          name:
                            type: string
                          scalingType:
                            type: string
                        required:
                        - maxValue
                        - minValue
                        - name
                        - scalingType
                        type: object
                      type: array
                    integerParameterRanges:
                      items:
                        properties:
                          maxValue:
                            type: string
                          minValue:
                            type: string
                          name:
                            type: string
                          scalingType:
                            type: string
                        required:
                        - maxValue
                        - minValue
                        - name
                        - scalingType
                        type: object
                      type: array
                  type: object
                resourceLimits:
                  properties:
                    maxNumberOfTrainingJobs:
                      format: int64
                      minimum: 1
                      type: integer
                    maxParallelTrainingJobs:
                      format: int64
                      minimum: 1
                      type: integer
                  required:
                  - maxNumberOfTrainingJobs
                  - maxParallelTrainingJobs
                  type: object
                strategy:
                  type: string
                trainingJobEarlyStoppingType:
                  type: string
              required:
              - resourceLimits
              - strategy
              type: object
            hyperParameterTuningJobName:
              type: string
            region:
              minLength: 1
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            trainingJobDefinition:
              properties:
                algorithmSpecification:
                  properties:
                    algorithmName:
                      minLength: 1
                      type: string
                    metricDefinitions:
                      items:
                        properties:
                          name:
                            minLength: 1
                            type: string
                          regex:
                            minLength: 1
                            type: string
                        required:
                        - name
                        - regex
                        type: object
                      type: array
                    trainingImage:
                      type: string
                    trainingInputMode:
                      enum:
                      - File
                      - Pipe
                      type: string
                  required:
                  - trainingInputMode
                  type: object
                checkpointConfig:
                  properties:
                    localPath:
                      type: string
                    s3Uri:
                      pattern: ^(https|s3)://([^/]+)/?(.*)$
                      type: string
                  required:
                  - s3Uri
                  type: object
                enableInterContainerTrafficEncryption:
                  type: boolean
                enableManagedSpotTraining:
                  type: boolean
                enableNetworkIsolation:
                  type: boolean
                inputDataConfig:
                  items:
                    properties:
                      channelName:
                        minLength: 1
                        pattern: '[A-Za-z0-9\.\-_]+'
                        type: string
                      compressionType:
                        enum:
                        - None
                        - Gzip
                        type: string
                      contentType:
                        type: string
                      dataSource:
                        properties:
                          fileSystemDataSource:
                            properties:
                              directoryPath:
                                type: string
                              fileSystemAccessMode:
                                type: string
                              fileSystemId:
                                type: string
                              fileSystemType:
                                type: string
                            required:
                            - directoryPath
                            - fileSystemAccessMode
                            - fileSystemId
                            - fileSystemType
                            type: object
                          s3DataSource:
                            properties:
                              attributeNames:
                                items:
                                  type: string
                                type: array
                              s3DataDistributionType:
                                enum:
                                - FullyReplicated
                                - ShardedByS3Key
                                type: string
                              s3DataType:
                                enum:
                                - S3Prefix
                                - ManifestFile
                                - AugmentedManifestFile
                                type: string
                              s3Uri:
                                pattern: ^(https|s3)://([^/]+)/?(.*)$
                                type: string
                            required:
                            - s3DataType
                            - s3Uri
                            type: object
                        type: object
                      inputMode:
                        enum:
                        - Pipe
                        - File
                        type: string
                      recordWrapperType:
                        type: string
                      shuffleConfig:
                        properties:
                          seed:
                            format: int64
                            type: integer
                        required:
                        - seed
                        type: object
                    required:
                    - channelName
                    - dataSource
                    type: object
                  minItems: 1
                  type: array
                outputDataConfig:
                  properties:
                    kmsKeyId:
                      type: string
                    s3OutputPath:
                      pattern: ^(https|s3)://([^/]+)/?(.*)$
                      type: string
                  required:
                  - s3OutputPath
                  type: object
                resourceConfig:
                  properties:
                    instanceCount:
                      format: int64
                      minimum: 1
                      type: integer
                    instanceType:
                      minLength: 1
                      type: string
                    volumeKmsKeyId:
                      type: string
                    volumeSizeInGB:
                      format: int64
                      minimum: 1
                      type: integer
                  required:
                  - instanceCount
                  - instanceType
                  - volumeSizeInGB
                  type: object
                roleArn:
                  minLength: 20
                  type: string
                staticHyperParameters:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                stoppingCondition:
                  properties:
                    maxRuntimeInSeconds:
                      format: int64
                      minimum: 1
                      type: integer
                    maxWaitTimeInSeconds:
                      format: int64
                      minimum: 1
                      type: integer
                  type: object
                vpcConfig:
                  properties:
                    securityGroupIds:
                      items:
                        type: string
                      maxItems: 5
                      minItems: 1
                      type: array
                    subnets:
                      items:
                        type: string
                      maxItems: 16
                      minItems: 1
                      type: array
                  required:
                  - securityGroupIds
                  - subnets
                  type: object
              required:
              - algorithmSpecification
              - outputDataConfig
              - resourceConfig
              - roleArn
              - stoppingCondition
              type: object
            warmStartConfig:
              properties:
                parentHyperParameterTuningJobs:
                  items:
                    properties:
                      hyperParameterTuningJobName:
                        minLength: 1
                        type: string
                    type: object
                  minItems: 1
                  type: array
                warmStartType:
                  type: string
              required:
              - parentHyperParameterTuningJobs
              - warmStartType
              type: object
          required:
          - hyperParameterTuningJobConfig
          - region
          type: object
        status:
          description: HyperparameterTuningJobStatus defines the observed state of
            HyperparameterTuningJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            bestTrainingJob:
              description: A HyperParameterTrainingJobSummary object that describes
                the training job that completed with the best current HyperParameterTuningJobObjective.
                See https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeHyperParameterTuningJob.html#SageMaker-DescribeHyperParameterTuningJob-response-BestTrainingJob
              properties:
                creationTime:
                  format: date-time
                  type: string
                failureReason:
                  type: string
                finalHyperParameterTuningJobObjectiveMetric:
                  properties:
                    metricName:
                      type: string
                    type:
                      type: string
                    value:
                      description: Value is string instead of float64 to prevent bugs
                        when deserializing onto different platforms.
                      type: string
                  type: object
                objectiveStatus:
                  type: string
                trainingEndTime:
                  format: date-time
                  type: string
                trainingJobArn:
                  type: string
                trainingJobName:
                  type: string
                trainingJobStatus:
                  type: string
                trainingStartTime:
                  format: date-time
                  type: string
                tunedHyperParameters:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                tuningJobName:
                  type: string
              type: object
            hyperParameterTuningJobStatus:
              description: The status of HyperParameterTrainingJob https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeHyperParameterTuningJob.html#SageMaker-DescribeHyperParameterTuningJob-response-HyperParameterTuningJobStatus
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            sageMakerHyperParameterTuningJobName:
              description: SageMaker hyperparametertuning job name
              type: string
            trainingJobStatusCounters:
              description: The TrainingJobStatusCounters object that specifies the
                number of training jobs, categorized by status, that this tuning job
                launched. https://docs.aws.amazon.com/sagemaker/latest/dg/API_TrainingJobStatusCounters.html
              properties:
                completed:
                  description: The number of completed training jobs launched by the
                    hyperparameter tuning job.
                  format: int64
                  type: integer
                inProgress:
                  description: The number of in-progress training jobs launched by
                    a hyperparameter tuning job.
                  format: int64
                  type: integer
                nonRetryableError:
                  description: The number of training jobs that failed and can't be
                    retried. A failed training job can't be retried if it failed because
                    a client error occurred.
                  format: int64
                  type: integer
                retryableError:
                  description: The number of training jobs that failed, but can be
                    retried. A failed training job can be retried only if it failed
                    because an internal service error occurred.
                  format: int64
                  type: integer
                stopped:
                  description: The number of training jobs launched by a hyperparameter
                    tuning job that were manually stopped.
                  format: int64
                  type: integer
                totalError:
                  description: The sum of NonRetryableError and RetryableError. This
                    is unique to the Kubernetes operator and is used to simplify the
                    `kubectl get` output.
                  format: int64
                  type: integer
              type: object
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: models.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.status
    name: Status
    type: string
  - JSONPath: .status.sageMakerModelName
    name: Sage-Maker-Model-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: Model
    listKind: ModelList
    plural: models
    singular: model
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: Model is the Schema for the hostingdeployments API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: ModelSpec defines the desired state of Model
          properties:
            containers:
              items:
                description: Describes the container, as part of model definition.
                properties:
                  containerHostname:
                    type: string
                  environment:
                    items:
                      description: Used in describing maps in Kubernetes.
                      properties:
                        name:
                          type: string
                        value:
                          type: string
                      type: object
                    type: array
                  image:
                    type: string
                  mode:
                    enum:
                    - SingleModel
                    - MultiModel
                    type: string
                  modelDataUrl:
                    type: string
                  modelPackageName:
                    type: string
                type: object
              type: array
            enableNetworkIsolation:
              type: boolean
            executionRoleArn:
              type: string
            primaryContainer:
              description: Describes the container, as part of model definition.
              properties:
                containerHostname:
                  type: string
                environment:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                image:
                  type: string
                mode:
                  enum:
                  - SingleModel
                  - MultiModel
                  type: string
                modelDataUrl:
                  type: string
                modelPackageName:
                  type: string
              type: object
            region:
              type: string
            sageMakerEndpoint:
              type: string
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            vpcConfig:
              properties:
                securityGroupIds:
                  items:
                    type: string
                  maxItems: 5
                  minItems: 1
                  type: array
                subnets:
                  items:
                    type: string
                  maxItems: 16
                  minItems: 1
                  type: array
              required:
              - securityGroupIds
              - subnets
              type: object
          required:
          - executionRoleArn
          - region
          type: object
        status:
          description: ModelStatus defines the observed state of Model
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status in sagemaker we update this.
              type: string
            lastUpdateTime:
              description: The last time this status was updated.
              format: date-time
              type: string
            modelArn:
              description: The Model ARN of the SageMaker model
              type: string
            sageMakerModelName:
              description: The name of the model in SageMaker.
              type: string
            status:
              description: The status of the model.
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: processingjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.processingJobStatus
    name: Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.sageMakerProcessingJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: ProcessingJob
    listKind: ProcessingJobList
    plural: processingjobs
    singular: processingjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: ProcessingJob is the Schema for the processingjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: ProcessingJobSpec defines the desired state of ProcessingJob
          properties:
            appSpecification:
              properties:
                containerArguments:
                  items:
                    type: string
                  type: array
                containerEntrypoint:
                  items:
                    type: string
                  type: array
                imageUri:
                  type: string
              type: object
            environment:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              maxItems: 100
              type: array
            networkConfig:
              properties:
                enableInterContainerTrafficEncryption:
                  type: boolean
                enableNetworkIsolation:
                  type: boolean
                vpcConfig:
                  properties:
                    securityGroupIds:
                      items:
                        type: string
                      maxItems: 5
                      minItems: 1
                      type: array
                    subnets:
                      items:
                        type: string
                      maxItems: 16
                      minItems: 1
                      type: array
                  required:
                  - securityGroupIds
                  - subnets
                  type: object
              type: object
            processingInputs:
              items:
                properties:
                  inputName:
                    type: string
                  s3Input:
                    properties:
                      localPath:
                        maxLength: 256
                        type: string
                      s3CompressionType:
                        enum:
                        - None
                        - Gzip
                        type: string
                      s3DataDistributionType:
                        allOf:
                        - enum:
                          - FullyReplicated
                          - ShardedByS3Key
                        - enum:
                          - FullyReplicated
                          - ShardedByS3Key
                        type: string
                      s3DataType:
                        enum:
                        - S3Prefix
                        - ManifestFile
                        type: string
                      s3InputMode:
                        allOf:
                        - enum:
                          - File
                          - Pipe
                        - enum:
                          - Pipe
                          - File
                        type: string
                      s3Uri:
                        pattern: ^(https|s3)://([^/]+)/?(.*)$
                        type: string
                    required:
                    - localPath
                    - s3DataType
                    - s3InputMode
                    - s3Uri
                    type: object
                required:
                - inputName
                - s3Input
                type: object
              maxItems: 10
              type: array
            processingOutputConfig:
              properties:
                kmsKeyId:
                  maxLength: 1024
                  type: string
                outputs:
                  items:
                    properties:
                      outputName:
                        type: string
                      s3Output:
                        properties:
                          localPath:
                            maxLength: 256
                            type: string
                          s3UploadMode:
                            enum:
                            - Continuous
                            - EndOfJob
                            type: string
                          s3Uri:
                            pattern: ^(https|s3)://([^/]+)/?(.*)$
                            type: string
                        required:
                        - localPath
                        - s3UploadMode
                        - s3Uri
                        type: object
                    required:
                    - outputName
                    - s3Output
                    type: object
                  maxItems: 10
                  type: array
              required:
              - outputs
              type: object
            processingResources:
              properties:
                clusterConfig:
                  properties:
                    instanceCount:
                      format: int64
                      minimum: 1
                      type: integer
                    instanceType:
                      minLength: 1
                      type: string
                    volumeKmsKeyId:
                      type: string
                    volumeSizeInGB:
                      format: int64
                      minimum: 1
                      type: integer
                  required:
                  - instanceCount
                  - instanceType
                  - volumeSizeInGB
                  type: object
              required:
              - clusterConfig
              type: object
            region:
              minLength: 1
              type: string
            roleArn:
              maxLength: 2048
              minLength: 20
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            stoppingCondition:
              description: StoppingConditionNoSpot is used for APIs which do not support
                WaitTime param i.e. managed spot training not supported
              properties:
                maxRuntimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
              type: object
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              maxItems: 50
              type: array
          required:
          - appSpecification
          - processingResources
          - region
          - roleArn
          type: object
        status:
          description: ProcessingJobStatus defines the observed state of ProcessingJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            cloudWatchLogUrl:
              description: CloudWatch URL for log
              type: string
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            processingJobStatus:
              description: The status of the processing job. https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeProcessingJob.html#sagemaker-DescribeProcessingJob-response-ProcessingJobStatus
              type: string
            sageMakerProcessingJobName:
              description: SageMaker processing job name
              type: string
          type: object
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
---
apiVersion: apiextensions.k8s.io/v1beta1
kind: CustomResourceDefinition
metadata:
  annotations:
    controller-gen.kubebuilder.io/version: v0.3.0
  creationTimestamp: null
  name: trainingjobs.sagemaker.aws.amazon.com
spec:
  additionalPrinterColumns:
  - JSONPath: .status.trainingJobStatus
    name: Status
    type: string
  - JSONPath: .status.secondaryStatus
    name: Secondary-Status
    type: string
  - JSONPath: .metadata.creationTimestamp
    format: date
    name: Creation-Time
    type: string
  - JSONPath: .status.sageMakerTrainingJobName
    name: Sagemaker-Job-Name
    type: string
  group: sagemaker.aws.amazon.com
  names:
    kind: TrainingJob
    listKind: TrainingJobList
    plural: trainingjobs
    singular: trainingjob
  scope: Namespaced
  subresources:
    status: {}
  validation:
    openAPIV3Schema:
      description: TrainingJob is the Schema for the trainingjobs API
      properties:
        apiVersion:
          description: 'APIVersion defines the versioned schema of this representation
            of an object. Servers should convert recognized schemas to the latest
            internal value, and may reject unrecognized values. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#resources'
          type: string
        kind:
          description: 'Kind is a string value representing the REST resource this
            object represents. Servers may infer this from the endpoint the client
            submits requests to. Cannot be updated. In CamelCase. More info: https://git.k8s.io/community/contributors/devel/sig-architecture/api-conventions.md#types-kinds'
          type: string
        metadata:
          type: object
        spec:
          description: TrainingJobSpec defines the desired state of TrainingJob
          properties:
            algorithmSpecification:
              properties:
                algorithmName:
                  minLength: 1
                  type: string
                metricDefinitions:
                  items:
                    properties:
                      name:
                        minLength: 1
                        type: string
                      regex:
                        minLength: 1
                        type: string
                    required:
                    - name
                    - regex
                    type: object
                  type: array
                trainingImage:
                  minLength: 1
                  type: string
                trainingInputMode:
                  enum:
                  - File
                  - Pipe
                  type: string
              required:
              - trainingInputMode
              type: object
            checkpointConfig:
              properties:
                localPath:
                  type: string
                s3Uri:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3Uri
              type: object
            debugHookConfig:
              description: DebugHookConfig https://docs.aws.amazon.com/sagemaker/latest/dg/API_DebugHookConfig.html
              properties:
                collectionConfigurations:
                  items:
                    description: CollectionConfiguration https://docs.aws.amazon.com/sagemaker/latest/dg/API_CollectionConfiguration.html
                    properties:
                      collectionName:
                        type: string
                      collectionParameters:
                        items:
                          description: Used in describing maps in Kubernetes.
                          properties:
                            name:
                              type: string
                            value:
                              type: string
                          type: object
                        type: array
                    type: object
                  type: array
                localPath:
                  type: string
                ruleParameters:
                  items:
                    description: Used in describing maps in Kubernetes.
                    properties:
                      name:
                        type: string
                      value:
                        type: string
                    type: object
                  type: array
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            debugRuleConfigurations:
              items:
                description: DebugRuleConfiguration https://docs.aws.amazon.com/sagemaker/latest/dg/API_DebugRuleConfiguration.html
                properties:
                  instanceType:
                    type: string
                  localPath:
                    type: string
                  ruleConfigurationName:
                    type: string
                  ruleEvaluatorImage:
                    type: string
                  ruleParameters:
                    items:
                      description: Used in describing maps in Kubernetes.
                      properties:
                        name:
                          type: string
                        value:
                          type: string
                      type: object
                    type: array
                  s3OutputPath:
                    pattern: ^(https|s3)://([^/]+)/?(.*)$
                    type: string
                  volumeSizeInGB:
                    format: int64
                    minimum: 1
                    type: integer
                required:
                - ruleConfigurationName
                - ruleEvaluatorImage
                type: object
              type: array
            enableInterContainerTrafficEncryption:
              type: boolean
            enableManagedSpotTraining:
              type: boolean
            enableNetworkIsolation:
              type: boolean
            hyperParameters:
              items:
                description: Used in describing maps in Kubernetes.
                properties:
                  name:
                    type: string
                  value:
                    type: string
                type: object
              type: array
            inputDataConfig:
              items:
                properties:
                  channelName:
                    minLength: 1
                    pattern: '[A-Za-z0-9\.\-_]+'
                    type: string
                  compressionType:
                    enum:
                    - None
                    - Gzip
                    type: string
                  contentType:
                    type: string
                  dataSource:
                    properties:
                      fileSystemDataSource:
                        properties:
                          directoryPath:
                            type: string
                          fileSystemAccessMode:
                            type: string
                          fileSystemId:
                            type: string
                          fileSystemType:
                            type: string
                        required:
                        - directoryPath
                        - fileSystemAccessMode
                        - fileSystemId
                        - fileSystemType
                        type: object
                      s3DataSource:
                        properties:
                          attributeNames:
                            items:
                              type: string
                            type: array
                          s3DataDistributionType:
                            enum:
                            - FullyReplicated
                            - ShardedByS3Key
                            type: string
                          s3DataType:
                            enum:
                            - S3Prefix
                            - ManifestFile
                            - AugmentedManifestFile
                            type: string
                          s3Uri:
                            pattern: ^(https|s3)://([^/]+)/?(.*)$
                            type: string
                        required:
                        - s3DataType
                        - s3Uri
                        type: object
                    type: object
                  inputMode:
                    enum:
                    - Pipe
                    - File
                    type: string
                  recordWrapperType:
                    type: string
                  shuffleConfig:
                    properties:
                      seed:
                        format: int64
                        type: integer
                    required:
                    - seed
                    type: object
                required:
                - channelName
                - dataSource
                type: object
              minItems: 1
              type: array
            outputDataConfig:
              properties:
                kmsKeyId:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            region:
              minLength: 1
              type: string
            resourceConfig:
              properties:
                instanceCount:
                  format: int64
                  minimum: 1
                  type: integer
                instanceType:
                  minLength: 1
                  type: string
                volumeKmsKeyId:
                  type: string
                volumeSizeInGB:
                  format: int64
                  minimum: 1
                  type: integer
              required:
              - instanceCount
              - instanceType
              - volumeSizeInGB
              type: object
            roleArn:
              minLength: 20
              pattern: ^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$
              type: string
            sageMakerEndpoint:
              description: A custom SageMaker endpoint to use when communicating with
                SageMaker.
              pattern: ^(https|http)://.*$
              type: string
            stoppingCondition:
              properties:
                maxRuntimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
                maxWaitTimeInSeconds:
                  format: int64
                  minimum: 1
                  type: integer
              type: object
            tags:
              items:
                properties:
                  key:
                    minLength: 1
                    type: string
                  value:
                    type: string
                required:
                - key
                - value
                type: object
              type: array
            tensorBoardOutputConfig:
              description: TensorBoardOutputConfig https://docs.aws.amazon.com/sagemaker/latest/dg/API_TensorBoardOutputConfig.html
              properties:
                localPath:
                  type: string
                s3OutputPath:
                  pattern: ^(https|s3)://([^/]+)/?(.*)$
                  type: string
              required:
              - s3OutputPath
              type: object
            trainingJobName:
              description: The SageMaker training job name. This is optional for the
                SageMaker K8s operator. If it is empty, the operator will populate
                it with a generated name.
              maxLength: 63
              type: string
            vpcConfig:
              properties:
                securityGroupIds:
                  items:
                    type: string
                  maxItems: 5
                  minItems: 1
                  type: array
                subnets:
                  items:
                    type: string
                  maxItems: 16
                  minItems: 1
                  type: array
              required:
              - securityGroupIds
              - subnets
              type: object
          required:
          - algorithmSpecification
          - outputDataConfig
          - region
          - resourceConfig
          - roleArn
          - stoppingCondition
          type: object
        status:
          description: TrainingJobStatus defines the observed state of TrainingJob
          properties:
            additional:
              description: Field to store additional information, for example if we
                are unable to check the status we update this.
              type: string
            cloudWatchLogUrl:
              description: Cloud Watch url for training log
              type: string
            debugRuleEvaluationStatuses:
              description: Status of rule evaluation jobs, obtained from DebugRuleEvaluationStatuses.
                https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_DescribeTrainingJob.html#sagemaker-DescribeTrainingJob-response-DebugRuleEvaluationStatuses
              items:
                description: DebugRuleEvaluationStatus https://docs.aws.amazon.com/sagemaker/latest/dg/API_DebugRuleEvaluationStatus.html
                properties:
                  lastModifiedTime:
                    format: date-time
                    type: string
                  ruleConfigurationName:
                    type: string
                  ruleEvaluationJobArn:
                    type: string
                  ruleEvaluationStatus:
                    type: string
                  statusDetail:
                    type: string
                type: object
              type: array
            lastCheckTime:
              description: The last time that we checked the status of the SageMaker
                job.
              format: date-time
              type: string
            modelPath:
              description: Full path to the training artifact (model)
              type: string
            sageMakerTrainingJobName:
              description: SageMaker training job name
              type: string
            secondaryStatus:
              description: The secondary, more granular status of the training job.
                https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-SecondaryStatus
              type: string
            trainingJobStatus:
              description: The status of the training job. https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeTrainingJob.html#SageMaker-DescribeTrainingJob-response-TrainingJobStatus
              type: string
          type: object
      required:
      - spec
      type: object
  version: v1
  versions:
  - name: v1
    served: true
    storage: true
status:
  acceptedNames:
    kind: ""
    plural: ""
  conditions: []
  storedVersions: []
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