sagemaker

package
v1.15.90 Latest Latest
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 Go to latest Published: Dec 4, 2018 License: Apache-2.0 Imports: 10 Imported by: 127

Documentation

Overview

Package sagemaker provides the client and types for making API requests to Amazon SageMaker Service.

Definition of the public APIs exposed by SageMaker

See https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24 for more information on this service.

See sagemaker package documentation for more information. https://docs.aws.amazon.com/sdk-for-go/api/service/sagemaker/

Using the Client

To contact Amazon SageMaker Service with the SDK use the New function to create a new service client. With that client you can make API requests to the service. These clients are safe to use concurrently.

See the SDK's documentation for more information on how to use the SDK. https://docs.aws.amazon.com/sdk-for-go/api/

See aws.Config documentation for more information on configuring SDK clients. https://docs.aws.amazon.com/sdk-for-go/api/aws/#Config

See the Amazon SageMaker Service client SageMaker for more information on creating client for this service. https://docs.aws.amazon.com/sdk-for-go/api/service/sagemaker/#New

Index

Constants

View Source 
const (
	// AlgorithmSortByName is a AlgorithmSortBy enum value
	AlgorithmSortByName = "Name"

	// AlgorithmSortByCreationTime is a AlgorithmSortBy enum value
	AlgorithmSortByCreationTime = "CreationTime"
)
View Source 
const (
	// AlgorithmStatusPending is a AlgorithmStatus enum value
	AlgorithmStatusPending = "Pending"

	// AlgorithmStatusInProgress is a AlgorithmStatus enum value
	AlgorithmStatusInProgress = "InProgress"

	// AlgorithmStatusCompleted is a AlgorithmStatus enum value
	AlgorithmStatusCompleted = "Completed"

	// AlgorithmStatusFailed is a AlgorithmStatus enum value
	AlgorithmStatusFailed = "Failed"

	// AlgorithmStatusDeleting is a AlgorithmStatus enum value
	AlgorithmStatusDeleting = "Deleting"
)
View Source 
const (
	// AssemblyTypeNone is a AssemblyType enum value
	AssemblyTypeNone = "None"

	// AssemblyTypeLine is a AssemblyType enum value
	AssemblyTypeLine = "Line"
)
View Source 
const (
	// BatchStrategyMultiRecord is a BatchStrategy enum value
	BatchStrategyMultiRecord = "MultiRecord"

	// BatchStrategySingleRecord is a BatchStrategy enum value
	BatchStrategySingleRecord = "SingleRecord"
)
View Source 
const (
	// BooleanOperatorAnd is a BooleanOperator enum value
	BooleanOperatorAnd = "And"

	// BooleanOperatorOr is a BooleanOperator enum value
	BooleanOperatorOr = "Or"
)
View Source 
const (
	// CodeRepositorySortByName is a CodeRepositorySortBy enum value
	CodeRepositorySortByName = "Name"

	// CodeRepositorySortByCreationTime is a CodeRepositorySortBy enum value
	CodeRepositorySortByCreationTime = "CreationTime"

	// CodeRepositorySortByLastModifiedTime is a CodeRepositorySortBy enum value
	CodeRepositorySortByLastModifiedTime = "LastModifiedTime"
)
View Source 
const (
	// CodeRepositorySortOrderAscending is a CodeRepositorySortOrder enum value
	CodeRepositorySortOrderAscending = "Ascending"

	// CodeRepositorySortOrderDescending is a CodeRepositorySortOrder enum value
	CodeRepositorySortOrderDescending = "Descending"
)
View Source 
const (
	// CompilationJobStatusInprogress is a CompilationJobStatus enum value
	CompilationJobStatusInprogress = "INPROGRESS"

	// CompilationJobStatusCompleted is a CompilationJobStatus enum value
	CompilationJobStatusCompleted = "COMPLETED"

	// CompilationJobStatusFailed is a CompilationJobStatus enum value
	CompilationJobStatusFailed = "FAILED"

	// CompilationJobStatusStarting is a CompilationJobStatus enum value
	CompilationJobStatusStarting = "STARTING"

	// CompilationJobStatusStopping is a CompilationJobStatus enum value
	CompilationJobStatusStopping = "STOPPING"

	// CompilationJobStatusStopped is a CompilationJobStatus enum value
	CompilationJobStatusStopped = "STOPPED"
)
View Source 
const (
	// CompressionTypeNone is a CompressionType enum value
	CompressionTypeNone = "None"

	// CompressionTypeGzip is a CompressionType enum value
	CompressionTypeGzip = "Gzip"
)
View Source 
const (
	// ContentClassifierFreeOfPersonallyIdentifiableInformation is a ContentClassifier enum value
	ContentClassifierFreeOfPersonallyIdentifiableInformation = "FreeOfPersonallyIdentifiableInformation"

	// ContentClassifierFreeOfAdultContent is a ContentClassifier enum value
	ContentClassifierFreeOfAdultContent = "FreeOfAdultContent"
)
View Source 
const (
	// DetailedAlgorithmStatusNotStarted is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusNotStarted = "NotStarted"

	// DetailedAlgorithmStatusInProgress is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusInProgress = "InProgress"

	// DetailedAlgorithmStatusCompleted is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusCompleted = "Completed"

	// DetailedAlgorithmStatusFailed is a DetailedAlgorithmStatus enum value
	DetailedAlgorithmStatusFailed = "Failed"
)
View Source 
const (
	// DetailedModelPackageStatusNotStarted is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusNotStarted = "NotStarted"

	// DetailedModelPackageStatusInProgress is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusInProgress = "InProgress"

	// DetailedModelPackageStatusCompleted is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusCompleted = "Completed"

	// DetailedModelPackageStatusFailed is a DetailedModelPackageStatus enum value
	DetailedModelPackageStatusFailed = "Failed"
)
View Source 
const (
	// DirectInternetAccessEnabled is a DirectInternetAccess enum value
	DirectInternetAccessEnabled = "Enabled"

	// DirectInternetAccessDisabled is a DirectInternetAccess enum value
	DirectInternetAccessDisabled = "Disabled"
)
View Source 
const (
	// EndpointConfigSortKeyName is a EndpointConfigSortKey enum value
	EndpointConfigSortKeyName = "Name"

	// EndpointConfigSortKeyCreationTime is a EndpointConfigSortKey enum value
	EndpointConfigSortKeyCreationTime = "CreationTime"
)
View Source 
const (
	// EndpointSortKeyName is a EndpointSortKey enum value
	EndpointSortKeyName = "Name"

	// EndpointSortKeyCreationTime is a EndpointSortKey enum value
	EndpointSortKeyCreationTime = "CreationTime"

	// EndpointSortKeyStatus is a EndpointSortKey enum value
	EndpointSortKeyStatus = "Status"
)
View Source 
const (
	// EndpointStatusOutOfService is a EndpointStatus enum value
	EndpointStatusOutOfService = "OutOfService"

	// EndpointStatusCreating is a EndpointStatus enum value
	EndpointStatusCreating = "Creating"

	// EndpointStatusUpdating is a EndpointStatus enum value
	EndpointStatusUpdating = "Updating"

	// EndpointStatusSystemUpdating is a EndpointStatus enum value
	EndpointStatusSystemUpdating = "SystemUpdating"

	// EndpointStatusRollingBack is a EndpointStatus enum value
	EndpointStatusRollingBack = "RollingBack"

	// EndpointStatusInService is a EndpointStatus enum value
	EndpointStatusInService = "InService"

	// EndpointStatusDeleting is a EndpointStatus enum value
	EndpointStatusDeleting = "Deleting"

	// EndpointStatusFailed is a EndpointStatus enum value
	EndpointStatusFailed = "Failed"
)
View Source 
const (
	// FrameworkTensorflow is a Framework enum value
	FrameworkTensorflow = "TENSORFLOW"

	// FrameworkMxnet is a Framework enum value
	FrameworkMxnet = "MXNET"

	// FrameworkOnnx is a Framework enum value
	FrameworkOnnx = "ONNX"

	// FrameworkPytorch is a Framework enum value
	FrameworkPytorch = "PYTORCH"

	// FrameworkXgboost is a Framework enum value
	FrameworkXgboost = "XGBOOST"
)
View Source 
const (
	// HyperParameterTuningJobObjectiveTypeMaximize is a HyperParameterTuningJobObjectiveType enum value
	HyperParameterTuningJobObjectiveTypeMaximize = "Maximize"

	// HyperParameterTuningJobObjectiveTypeMinimize is a HyperParameterTuningJobObjectiveType enum value
	HyperParameterTuningJobObjectiveTypeMinimize = "Minimize"
)
View Source 
const (
	// HyperParameterTuningJobSortByOptionsName is a HyperParameterTuningJobSortByOptions enum value
	HyperParameterTuningJobSortByOptionsName = "Name"

	// HyperParameterTuningJobSortByOptionsStatus is a HyperParameterTuningJobSortByOptions enum value
	HyperParameterTuningJobSortByOptionsStatus = "Status"

	// HyperParameterTuningJobSortByOptionsCreationTime is a HyperParameterTuningJobSortByOptions enum value
	HyperParameterTuningJobSortByOptionsCreationTime = "CreationTime"
)
View Source 
const (
	// HyperParameterTuningJobStatusCompleted is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusCompleted = "Completed"

	// HyperParameterTuningJobStatusInProgress is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusInProgress = "InProgress"

	// HyperParameterTuningJobStatusFailed is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusFailed = "Failed"

	// HyperParameterTuningJobStatusStopped is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusStopped = "Stopped"

	// HyperParameterTuningJobStatusStopping is a HyperParameterTuningJobStatus enum value
	HyperParameterTuningJobStatusStopping = "Stopping"
)
View Source 
const (
	// HyperParameterTuningJobWarmStartTypeIdenticalDataAndAlgorithm is a HyperParameterTuningJobWarmStartType enum value
	HyperParameterTuningJobWarmStartTypeIdenticalDataAndAlgorithm = "IdenticalDataAndAlgorithm"

	// HyperParameterTuningJobWarmStartTypeTransferLearning is a HyperParameterTuningJobWarmStartType enum value
	HyperParameterTuningJobWarmStartTypeTransferLearning = "TransferLearning"
)
View Source 
const (
	// InstanceTypeMlT2Medium is a InstanceType enum value
	InstanceTypeMlT2Medium = "ml.t2.medium"

	// InstanceTypeMlT2Large is a InstanceType enum value
	InstanceTypeMlT2Large = "ml.t2.large"

	// InstanceTypeMlT2Xlarge is a InstanceType enum value
	InstanceTypeMlT2Xlarge = "ml.t2.xlarge"

	// InstanceTypeMlT22xlarge is a InstanceType enum value
	InstanceTypeMlT22xlarge = "ml.t2.2xlarge"

	// InstanceTypeMlT3Medium is a InstanceType enum value
	InstanceTypeMlT3Medium = "ml.t3.medium"

	// InstanceTypeMlT3Large is a InstanceType enum value
	InstanceTypeMlT3Large = "ml.t3.large"

	// InstanceTypeMlT3Xlarge is a InstanceType enum value
	InstanceTypeMlT3Xlarge = "ml.t3.xlarge"

	// InstanceTypeMlT32xlarge is a InstanceType enum value
	InstanceTypeMlT32xlarge = "ml.t3.2xlarge"

	// InstanceTypeMlM4Xlarge is a InstanceType enum value
	InstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// InstanceTypeMlM42xlarge is a InstanceType enum value
	InstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// InstanceTypeMlM44xlarge is a InstanceType enum value
	InstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// InstanceTypeMlM410xlarge is a InstanceType enum value
	InstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// InstanceTypeMlM416xlarge is a InstanceType enum value
	InstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// InstanceTypeMlM5Xlarge is a InstanceType enum value
	InstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// InstanceTypeMlM52xlarge is a InstanceType enum value
	InstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// InstanceTypeMlM54xlarge is a InstanceType enum value
	InstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// InstanceTypeMlM512xlarge is a InstanceType enum value
	InstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// InstanceTypeMlM524xlarge is a InstanceType enum value
	InstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// InstanceTypeMlC4Xlarge is a InstanceType enum value
	InstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// InstanceTypeMlC42xlarge is a InstanceType enum value
	InstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// InstanceTypeMlC44xlarge is a InstanceType enum value
	InstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// InstanceTypeMlC48xlarge is a InstanceType enum value
	InstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// InstanceTypeMlC5Xlarge is a InstanceType enum value
	InstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// InstanceTypeMlC52xlarge is a InstanceType enum value
	InstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// InstanceTypeMlC54xlarge is a InstanceType enum value
	InstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// InstanceTypeMlC59xlarge is a InstanceType enum value
	InstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// InstanceTypeMlC518xlarge is a InstanceType enum value
	InstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// InstanceTypeMlC5dXlarge is a InstanceType enum value
	InstanceTypeMlC5dXlarge = "ml.c5d.xlarge"

	// InstanceTypeMlC5d2xlarge is a InstanceType enum value
	InstanceTypeMlC5d2xlarge = "ml.c5d.2xlarge"

	// InstanceTypeMlC5d4xlarge is a InstanceType enum value
	InstanceTypeMlC5d4xlarge = "ml.c5d.4xlarge"

	// InstanceTypeMlC5d9xlarge is a InstanceType enum value
	InstanceTypeMlC5d9xlarge = "ml.c5d.9xlarge"

	// InstanceTypeMlC5d18xlarge is a InstanceType enum value
	InstanceTypeMlC5d18xlarge = "ml.c5d.18xlarge"

	// InstanceTypeMlP2Xlarge is a InstanceType enum value
	InstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// InstanceTypeMlP28xlarge is a InstanceType enum value
	InstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// InstanceTypeMlP216xlarge is a InstanceType enum value
	InstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// InstanceTypeMlP32xlarge is a InstanceType enum value
	InstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// InstanceTypeMlP38xlarge is a InstanceType enum value
	InstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// InstanceTypeMlP316xlarge is a InstanceType enum value
	InstanceTypeMlP316xlarge = "ml.p3.16xlarge"
)
View Source 
const (
	// LabelingJobStatusInProgress is a LabelingJobStatus enum value
	LabelingJobStatusInProgress = "InProgress"

	// LabelingJobStatusCompleted is a LabelingJobStatus enum value
	LabelingJobStatusCompleted = "Completed"

	// LabelingJobStatusFailed is a LabelingJobStatus enum value
	LabelingJobStatusFailed = "Failed"

	// LabelingJobStatusStopping is a LabelingJobStatus enum value
	LabelingJobStatusStopping = "Stopping"

	// LabelingJobStatusStopped is a LabelingJobStatus enum value
	LabelingJobStatusStopped = "Stopped"
)
View Source 
const (
	// ListWorkteamsSortByOptionsName is a ListWorkteamsSortByOptions enum value
	ListWorkteamsSortByOptionsName = "Name"

	// ListWorkteamsSortByOptionsCreateDate is a ListWorkteamsSortByOptions enum value
	ListWorkteamsSortByOptionsCreateDate = "CreateDate"
)
View Source 
const (
	// ModelPackageSortByName is a ModelPackageSortBy enum value
	ModelPackageSortByName = "Name"

	// ModelPackageSortByCreationTime is a ModelPackageSortBy enum value
	ModelPackageSortByCreationTime = "CreationTime"
)
View Source 
const (
	// ModelPackageStatusPending is a ModelPackageStatus enum value
	ModelPackageStatusPending = "Pending"

	// ModelPackageStatusInProgress is a ModelPackageStatus enum value
	ModelPackageStatusInProgress = "InProgress"

	// ModelPackageStatusCompleted is a ModelPackageStatus enum value
	ModelPackageStatusCompleted = "Completed"

	// ModelPackageStatusFailed is a ModelPackageStatus enum value
	ModelPackageStatusFailed = "Failed"

	// ModelPackageStatusDeleting is a ModelPackageStatus enum value
	ModelPackageStatusDeleting = "Deleting"
)
View Source 
const (
	// ModelSortKeyName is a ModelSortKey enum value
	ModelSortKeyName = "Name"

	// ModelSortKeyCreationTime is a ModelSortKey enum value
	ModelSortKeyCreationTime = "CreationTime"
)
View Source 
const (
	// NotebookInstanceAcceleratorTypeMlEia1Medium is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia1Medium = "ml.eia1.medium"

	// NotebookInstanceAcceleratorTypeMlEia1Large is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia1Large = "ml.eia1.large"

	// NotebookInstanceAcceleratorTypeMlEia1Xlarge is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia1Xlarge = "ml.eia1.xlarge"
)
View Source 
const (
	// NotebookInstanceLifecycleConfigSortKeyName is a NotebookInstanceLifecycleConfigSortKey enum value
	NotebookInstanceLifecycleConfigSortKeyName = "Name"

	// NotebookInstanceLifecycleConfigSortKeyCreationTime is a NotebookInstanceLifecycleConfigSortKey enum value
	NotebookInstanceLifecycleConfigSortKeyCreationTime = "CreationTime"

	// NotebookInstanceLifecycleConfigSortKeyLastModifiedTime is a NotebookInstanceLifecycleConfigSortKey enum value
	NotebookInstanceLifecycleConfigSortKeyLastModifiedTime = "LastModifiedTime"
)
View Source 
const (
	// NotebookInstanceLifecycleConfigSortOrderAscending is a NotebookInstanceLifecycleConfigSortOrder enum value
	NotebookInstanceLifecycleConfigSortOrderAscending = "Ascending"

	// NotebookInstanceLifecycleConfigSortOrderDescending is a NotebookInstanceLifecycleConfigSortOrder enum value
	NotebookInstanceLifecycleConfigSortOrderDescending = "Descending"
)
View Source 
const (
	// NotebookInstanceSortKeyName is a NotebookInstanceSortKey enum value
	NotebookInstanceSortKeyName = "Name"

	// NotebookInstanceSortKeyCreationTime is a NotebookInstanceSortKey enum value
	NotebookInstanceSortKeyCreationTime = "CreationTime"

	// NotebookInstanceSortKeyStatus is a NotebookInstanceSortKey enum value
	NotebookInstanceSortKeyStatus = "Status"
)
View Source 
const (
	// NotebookInstanceSortOrderAscending is a NotebookInstanceSortOrder enum value
	NotebookInstanceSortOrderAscending = "Ascending"

	// NotebookInstanceSortOrderDescending is a NotebookInstanceSortOrder enum value
	NotebookInstanceSortOrderDescending = "Descending"
)
View Source 
const (
	// NotebookInstanceStatusPending is a NotebookInstanceStatus enum value
	NotebookInstanceStatusPending = "Pending"

	// NotebookInstanceStatusInService is a NotebookInstanceStatus enum value
	NotebookInstanceStatusInService = "InService"

	// NotebookInstanceStatusStopping is a NotebookInstanceStatus enum value
	NotebookInstanceStatusStopping = "Stopping"

	// NotebookInstanceStatusStopped is a NotebookInstanceStatus enum value
	NotebookInstanceStatusStopped = "Stopped"

	// NotebookInstanceStatusFailed is a NotebookInstanceStatus enum value
	NotebookInstanceStatusFailed = "Failed"

	// NotebookInstanceStatusDeleting is a NotebookInstanceStatus enum value
	NotebookInstanceStatusDeleting = "Deleting"

	// NotebookInstanceStatusUpdating is a NotebookInstanceStatus enum value
	NotebookInstanceStatusUpdating = "Updating"
)
View Source 
const (
	// ObjectiveStatusSucceeded is a ObjectiveStatus enum value
	ObjectiveStatusSucceeded = "Succeeded"

	// ObjectiveStatusPending is a ObjectiveStatus enum value
	ObjectiveStatusPending = "Pending"

	// ObjectiveStatusFailed is a ObjectiveStatus enum value
	ObjectiveStatusFailed = "Failed"
)
View Source 
const (
	// OperatorEquals is a Operator enum value
	OperatorEquals = "Equals"

	// OperatorNotEquals is a Operator enum value
	OperatorNotEquals = "NotEquals"

	// OperatorGreaterThan is a Operator enum value
	OperatorGreaterThan = "GreaterThan"

	// OperatorGreaterThanOrEqualTo is a Operator enum value
	OperatorGreaterThanOrEqualTo = "GreaterThanOrEqualTo"

	// OperatorLessThan is a Operator enum value
	OperatorLessThan = "LessThan"

	// OperatorLessThanOrEqualTo is a Operator enum value
	OperatorLessThanOrEqualTo = "LessThanOrEqualTo"

	// OperatorContains is a Operator enum value
	OperatorContains = "Contains"
)
View Source 
const (
	// OrderKeyAscending is a OrderKey enum value
	OrderKeyAscending = "Ascending"

	// OrderKeyDescending is a OrderKey enum value
	OrderKeyDescending = "Descending"
)
View Source 
const (
	// ParameterTypeInteger is a ParameterType enum value
	ParameterTypeInteger = "Integer"

	// ParameterTypeContinuous is a ParameterType enum value
	ParameterTypeContinuous = "Continuous"

	// ParameterTypeCategorical is a ParameterType enum value
	ParameterTypeCategorical = "Categorical"

	// ParameterTypeFreeText is a ParameterType enum value
	ParameterTypeFreeText = "FreeText"
)
View Source 
const (
	// ProductionVariantAcceleratorTypeMlEia1Medium is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia1Medium = "ml.eia1.medium"

	// ProductionVariantAcceleratorTypeMlEia1Large is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia1Large = "ml.eia1.large"

	// ProductionVariantAcceleratorTypeMlEia1Xlarge is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia1Xlarge = "ml.eia1.xlarge"
)
View Source 
const (
	// ProductionVariantInstanceTypeMlT2Medium is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT2Medium = "ml.t2.medium"

	// ProductionVariantInstanceTypeMlT2Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT2Large = "ml.t2.large"

	// ProductionVariantInstanceTypeMlT2Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT2Xlarge = "ml.t2.xlarge"

	// ProductionVariantInstanceTypeMlT22xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlT22xlarge = "ml.t2.2xlarge"

	// ProductionVariantInstanceTypeMlM4Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// ProductionVariantInstanceTypeMlM42xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// ProductionVariantInstanceTypeMlM44xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// ProductionVariantInstanceTypeMlM410xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// ProductionVariantInstanceTypeMlM416xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// ProductionVariantInstanceTypeMlM5Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5Large = "ml.m5.large"

	// ProductionVariantInstanceTypeMlM5Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// ProductionVariantInstanceTypeMlM52xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// ProductionVariantInstanceTypeMlM54xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// ProductionVariantInstanceTypeMlM512xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// ProductionVariantInstanceTypeMlM524xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// ProductionVariantInstanceTypeMlC4Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC4Large = "ml.c4.large"

	// ProductionVariantInstanceTypeMlC4Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// ProductionVariantInstanceTypeMlC42xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// ProductionVariantInstanceTypeMlC44xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// ProductionVariantInstanceTypeMlC48xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// ProductionVariantInstanceTypeMlP2Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// ProductionVariantInstanceTypeMlP28xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// ProductionVariantInstanceTypeMlP216xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// ProductionVariantInstanceTypeMlP32xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// ProductionVariantInstanceTypeMlP38xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// ProductionVariantInstanceTypeMlP316xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// ProductionVariantInstanceTypeMlC5Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5Large = "ml.c5.large"

	// ProductionVariantInstanceTypeMlC5Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// ProductionVariantInstanceTypeMlC52xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// ProductionVariantInstanceTypeMlC54xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// ProductionVariantInstanceTypeMlC59xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// ProductionVariantInstanceTypeMlC518xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC518xlarge = "ml.c5.18xlarge"
)
View Source 
const (
	// RecordWrapperNone is a RecordWrapper enum value
	RecordWrapperNone = "None"

	// RecordWrapperRecordIo is a RecordWrapper enum value
	RecordWrapperRecordIo = "RecordIO"
)
View Source 
const (
	// S3DataDistributionFullyReplicated is a S3DataDistribution enum value
	S3DataDistributionFullyReplicated = "FullyReplicated"

	// S3DataDistributionShardedByS3key is a S3DataDistribution enum value
	S3DataDistributionShardedByS3key = "ShardedByS3Key"
)
View Source 
const (
	// S3DataTypeManifestFile is a S3DataType enum value
	S3DataTypeManifestFile = "ManifestFile"

	// S3DataTypeS3prefix is a S3DataType enum value
	S3DataTypeS3prefix = "S3Prefix"

	// S3DataTypeAugmentedManifestFile is a S3DataType enum value
	S3DataTypeAugmentedManifestFile = "AugmentedManifestFile"
)
View Source 
const (
	// SearchSortOrderAscending is a SearchSortOrder enum value
	SearchSortOrderAscending = "Ascending"

	// SearchSortOrderDescending is a SearchSortOrder enum value
	SearchSortOrderDescending = "Descending"
)
View Source 
const (
	// SecondaryStatusStarting is a SecondaryStatus enum value
	SecondaryStatusStarting = "Starting"

	// SecondaryStatusLaunchingMlinstances is a SecondaryStatus enum value
	SecondaryStatusLaunchingMlinstances = "LaunchingMLInstances"

	// SecondaryStatusPreparingTrainingStack is a SecondaryStatus enum value
	SecondaryStatusPreparingTrainingStack = "PreparingTrainingStack"

	// SecondaryStatusDownloading is a SecondaryStatus enum value
	SecondaryStatusDownloading = "Downloading"

	// SecondaryStatusDownloadingTrainingImage is a SecondaryStatus enum value
	SecondaryStatusDownloadingTrainingImage = "DownloadingTrainingImage"

	// SecondaryStatusTraining is a SecondaryStatus enum value
	SecondaryStatusTraining = "Training"

	// SecondaryStatusUploading is a SecondaryStatus enum value
	SecondaryStatusUploading = "Uploading"

	// SecondaryStatusStopping is a SecondaryStatus enum value
	SecondaryStatusStopping = "Stopping"

	// SecondaryStatusStopped is a SecondaryStatus enum value
	SecondaryStatusStopped = "Stopped"

	// SecondaryStatusMaxRuntimeExceeded is a SecondaryStatus enum value
	SecondaryStatusMaxRuntimeExceeded = "MaxRuntimeExceeded"

	// SecondaryStatusCompleted is a SecondaryStatus enum value
	SecondaryStatusCompleted = "Completed"

	// SecondaryStatusFailed is a SecondaryStatus enum value
	SecondaryStatusFailed = "Failed"
)
View Source 
const (
	// SortByName is a SortBy enum value
	SortByName = "Name"

	// SortByCreationTime is a SortBy enum value
	SortByCreationTime = "CreationTime"

	// SortByStatus is a SortBy enum value
	SortByStatus = "Status"
)
View Source 
const (
	// SortOrderAscending is a SortOrder enum value
	SortOrderAscending = "Ascending"

	// SortOrderDescending is a SortOrder enum value
	SortOrderDescending = "Descending"
)
View Source 
const (
	// SplitTypeNone is a SplitType enum value
	SplitTypeNone = "None"

	// SplitTypeLine is a SplitType enum value
	SplitTypeLine = "Line"

	// SplitTypeRecordIo is a SplitType enum value
	SplitTypeRecordIo = "RecordIO"
)
View Source 
const (
	// TargetDeviceMlM4 is a TargetDevice enum value
	TargetDeviceMlM4 = "ml_m4"

	// TargetDeviceMlM5 is a TargetDevice enum value
	TargetDeviceMlM5 = "ml_m5"

	// TargetDeviceMlC4 is a TargetDevice enum value
	TargetDeviceMlC4 = "ml_c4"

	// TargetDeviceMlC5 is a TargetDevice enum value
	TargetDeviceMlC5 = "ml_c5"

	// TargetDeviceMlP2 is a TargetDevice enum value
	TargetDeviceMlP2 = "ml_p2"

	// TargetDeviceMlP3 is a TargetDevice enum value
	TargetDeviceMlP3 = "ml_p3"

	// TargetDeviceJetsonTx1 is a TargetDevice enum value
	TargetDeviceJetsonTx1 = "jetson_tx1"

	// TargetDeviceJetsonTx2 is a TargetDevice enum value
	TargetDeviceJetsonTx2 = "jetson_tx2"

	// TargetDeviceRasp3b is a TargetDevice enum value
	TargetDeviceRasp3b = "rasp3b"

	// TargetDeviceDeeplens is a TargetDevice enum value
	TargetDeviceDeeplens = "deeplens"
)
View Source 
const (
	// TrainingInputModePipe is a TrainingInputMode enum value
	TrainingInputModePipe = "Pipe"

	// TrainingInputModeFile is a TrainingInputMode enum value
	TrainingInputModeFile = "File"
)
View Source 
const (
	// TrainingInstanceTypeMlM4Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// TrainingInstanceTypeMlM42xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// TrainingInstanceTypeMlM44xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// TrainingInstanceTypeMlM410xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// TrainingInstanceTypeMlM416xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// TrainingInstanceTypeMlM5Large is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM5Large = "ml.m5.large"

	// TrainingInstanceTypeMlM5Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// TrainingInstanceTypeMlM52xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// TrainingInstanceTypeMlM54xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// TrainingInstanceTypeMlM512xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// TrainingInstanceTypeMlM524xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// TrainingInstanceTypeMlC4Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// TrainingInstanceTypeMlC42xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// TrainingInstanceTypeMlC44xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// TrainingInstanceTypeMlC48xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// TrainingInstanceTypeMlP2Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// TrainingInstanceTypeMlP28xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// TrainingInstanceTypeMlP216xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// TrainingInstanceTypeMlP32xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// TrainingInstanceTypeMlP38xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// TrainingInstanceTypeMlP316xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// TrainingInstanceTypeMlC5Xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// TrainingInstanceTypeMlC52xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// TrainingInstanceTypeMlC54xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// TrainingInstanceTypeMlC59xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// TrainingInstanceTypeMlC518xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC518xlarge = "ml.c5.18xlarge"
)
View Source 
const (
	// TrainingJobSortByOptionsName is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsName = "Name"

	// TrainingJobSortByOptionsCreationTime is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsCreationTime = "CreationTime"

	// TrainingJobSortByOptionsStatus is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsStatus = "Status"

	// TrainingJobSortByOptionsFinalObjectiveMetricValue is a TrainingJobSortByOptions enum value
	TrainingJobSortByOptionsFinalObjectiveMetricValue = "FinalObjectiveMetricValue"
)
View Source 
const (
	// TrainingJobStatusInProgress is a TrainingJobStatus enum value
	TrainingJobStatusInProgress = "InProgress"

	// TrainingJobStatusCompleted is a TrainingJobStatus enum value
	TrainingJobStatusCompleted = "Completed"

	// TrainingJobStatusFailed is a TrainingJobStatus enum value
	TrainingJobStatusFailed = "Failed"

	// TrainingJobStatusStopping is a TrainingJobStatus enum value
	TrainingJobStatusStopping = "Stopping"

	// TrainingJobStatusStopped is a TrainingJobStatus enum value
	TrainingJobStatusStopped = "Stopped"
)
View Source 
const (
	// TransformInstanceTypeMlM4Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// TransformInstanceTypeMlM42xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// TransformInstanceTypeMlM44xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// TransformInstanceTypeMlM410xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// TransformInstanceTypeMlM416xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// TransformInstanceTypeMlC4Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// TransformInstanceTypeMlC42xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// TransformInstanceTypeMlC44xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// TransformInstanceTypeMlC48xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// TransformInstanceTypeMlP2Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// TransformInstanceTypeMlP28xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// TransformInstanceTypeMlP216xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// TransformInstanceTypeMlP32xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// TransformInstanceTypeMlP38xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// TransformInstanceTypeMlP316xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// TransformInstanceTypeMlC5Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// TransformInstanceTypeMlC52xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// TransformInstanceTypeMlC54xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// TransformInstanceTypeMlC59xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// TransformInstanceTypeMlC518xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// TransformInstanceTypeMlM5Large is a TransformInstanceType enum value
	TransformInstanceTypeMlM5Large = "ml.m5.large"

	// TransformInstanceTypeMlM5Xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// TransformInstanceTypeMlM52xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// TransformInstanceTypeMlM54xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// TransformInstanceTypeMlM512xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// TransformInstanceTypeMlM524xlarge is a TransformInstanceType enum value
	TransformInstanceTypeMlM524xlarge = "ml.m5.24xlarge"
)
View Source 
const (
	// TransformJobStatusInProgress is a TransformJobStatus enum value
	TransformJobStatusInProgress = "InProgress"

	// TransformJobStatusCompleted is a TransformJobStatus enum value
	TransformJobStatusCompleted = "Completed"

	// TransformJobStatusFailed is a TransformJobStatus enum value
	TransformJobStatusFailed = "Failed"

	// TransformJobStatusStopping is a TransformJobStatus enum value
	TransformJobStatusStopping = "Stopping"

	// TransformJobStatusStopped is a TransformJobStatus enum value
	TransformJobStatusStopped = "Stopped"
)
View Source 
const (

	// ErrCodeResourceInUse for service response error code
	// "ResourceInUse".
	//
	// Resource being accessed is in use.
	ErrCodeResourceInUse = "ResourceInUse"

	// ErrCodeResourceLimitExceeded for service response error code
	// "ResourceLimitExceeded".
	//
	// You have exceeded an Amazon SageMaker resource limit. For example, you might
	// have too many training jobs created.
	ErrCodeResourceLimitExceeded = "ResourceLimitExceeded"

	// ErrCodeResourceNotFound for service response error code
	// "ResourceNotFound".
	//
	// Resource being access is not found.
	ErrCodeResourceNotFound = "ResourceNotFound"
)
View Source 
const (
	ServiceName = "sagemaker"     // Name of service.
	EndpointsID = "api.sagemaker" // ID to lookup a service endpoint with.
	ServiceID   = "SageMaker"     // ServiceID is a unique identifer of a specific service.
)

Service information constants

View Source 
const (
	// HyperParameterTuningJobStrategyTypeBayesian is a HyperParameterTuningJobStrategyType enum value
	HyperParameterTuningJobStrategyTypeBayesian = "Bayesian"
)

The strategy hyperparameter tuning uses to find the best combination of hyperparameters for your model. Currently, the only supported value is Bayesian.

View Source 
const (
	// ListLabelingJobsForWorkteamSortByOptionsCreationTime is a ListLabelingJobsForWorkteamSortByOptions enum value
	ListLabelingJobsForWorkteamSortByOptionsCreationTime = "CreationTime"
)
View Source 
const (
	// ResourceTypeTrainingJob is a ResourceType enum value
	ResourceTypeTrainingJob = "TrainingJob"
)

Variables

This section is empty.

Functions

This section is empty.

Types

type AddTagsInput 

type AddTagsInput struct {

	// The Amazon Resource Name (ARN) of the resource that you want to tag.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`

	// An array of Tag objects. Each tag is a key-value pair. Only the key parameter
	// is required. If you don't specify a value, Amazon SageMaker sets the value
	// to an empty string.
	//
	// Tags is a required field
	Tags []*Tag `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (AddTagsInput) GoString 

func (s AddTagsInput) GoString() string

GoString returns the string representation

func (*AddTagsInput) SetResourceArn 

func (s *AddTagsInput) SetResourceArn(v string) *AddTagsInput

SetResourceArn sets the ResourceArn field's value.

func (*AddTagsInput) SetTags 

func (s *AddTagsInput) SetTags(v []*Tag) *AddTagsInput

SetTags sets the Tags field's value.

func (AddTagsInput) String 

func (s AddTagsInput) String() string

String returns the string representation

func (*AddTagsInput) Validate 

func (s *AddTagsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type AddTagsOutput 

type AddTagsOutput struct {

	// A list of tags associated with the Amazon SageMaker resource.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (AddTagsOutput) GoString 

func (s AddTagsOutput) GoString() string

GoString returns the string representation

func (*AddTagsOutput) SetTags 

func (s *AddTagsOutput) SetTags(v []*Tag) *AddTagsOutput

SetTags sets the Tags field's value.

func (AddTagsOutput) String 

func (s AddTagsOutput) String() string

String returns the string representation

type AlgorithmSpecification 

type AlgorithmSpecification struct {

	// The name of the algorithm resource to use for the training job. This must
	// be an algorithm resource that you created or subscribe to on AWS Marketplace.
	// If you specify a value for this parameter, you can't specify a value for
	// TrainingImage.
	AlgorithmName *string `min:"1" type:"string"`

	// A list of metric definition objects. Each object specifies the metric name
	// and regular expressions used to parse algorithm logs. Amazon SageMaker publishes
	// each metric to Amazon CloudWatch.
	MetricDefinitions []*MetricDefinition `type:"list"`

	// The registry path of the Docker image that contains the training algorithm.
	// For information about docker registry paths for built-in algorithms, see
	// Algorithms Provided by Amazon SageMaker: Common Parameters (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	TrainingImage *string `type:"string"`

	// The input mode that the algorithm supports. For the input modes that Amazon
	// SageMaker algorithms support, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	// If an algorithm supports the File input mode, Amazon SageMaker downloads
	// the training data from S3 to the provisioned ML storage Volume, and mounts
	// the directory to docker volume for training container. If an algorithm supports
	// the Pipe input mode, Amazon SageMaker streams data directly from S3 to the
	// container.
	//
	// In File mode, make sure you provision ML storage volume with sufficient capacity
	// to accommodate the data download from S3. In addition to the training data,
	// the ML storage volume also stores the output model. The algorithm container
	// use ML storage volume to also store intermediate information, if any.
	//
	// For distributed algorithms using File mode, training data is distributed
	// uniformly, and your training duration is predictable if the input data objects
	// size is approximately same. Amazon SageMaker does not split the files any
	// further for model training. If the object sizes are skewed, training won't
	// be optimal as the data distribution is also skewed where one host in a training
	// cluster is overloaded, thus becoming bottleneck in training.
	//
	// TrainingInputMode is a required field
	TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
	// contains filtered or unexported fields
}

Specifies the training algorithm to use in a CreateTrainingJob (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateTrainingJob.html) request.

For more information about algorithms provided by Amazon SageMaker, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). For information about using your own algorithms, see Using Your Own Algorithms with Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).

func (AlgorithmSpecification) GoString 

func (s AlgorithmSpecification) GoString() string

GoString returns the string representation

func (*AlgorithmSpecification) SetAlgorithmName added in v1.15.86 

func (s *AlgorithmSpecification) SetAlgorithmName(v string) *AlgorithmSpecification

SetAlgorithmName sets the AlgorithmName field's value.

func (*AlgorithmSpecification) SetMetricDefinitions added in v1.15.76 

func (s *AlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *AlgorithmSpecification

SetMetricDefinitions sets the MetricDefinitions field's value.

func (*AlgorithmSpecification) SetTrainingImage 

func (s *AlgorithmSpecification) SetTrainingImage(v string) *AlgorithmSpecification

SetTrainingImage sets the TrainingImage field's value.

func (*AlgorithmSpecification) SetTrainingInputMode 

func (s *AlgorithmSpecification) SetTrainingInputMode(v string) *AlgorithmSpecification

SetTrainingInputMode sets the TrainingInputMode field's value.

func (AlgorithmSpecification) String 

func (s AlgorithmSpecification) String() string

String returns the string representation

func (*AlgorithmSpecification) Validate 

func (s *AlgorithmSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type AlgorithmStatusDetails added in v1.15.86 

type AlgorithmStatusDetails struct {

	// The status of the scan of the algorithm's Docker image container.
	ImageScanStatuses []*AlgorithmStatusItem `type:"list"`

	// The status of the validation of the algorithm.
	ValidationStatuses []*AlgorithmStatusItem `type:"list"`
	// contains filtered or unexported fields
}

Specifies the validation and image scan statuses of the algorithm.

func (AlgorithmStatusDetails) GoString added in v1.15.86 

func (s AlgorithmStatusDetails) GoString() string

GoString returns the string representation

func (*AlgorithmStatusDetails) SetImageScanStatuses added in v1.15.86 

func (s *AlgorithmStatusDetails) SetImageScanStatuses(v []*AlgorithmStatusItem) *AlgorithmStatusDetails

SetImageScanStatuses sets the ImageScanStatuses field's value.

func (*AlgorithmStatusDetails) SetValidationStatuses added in v1.15.86 

func (s *AlgorithmStatusDetails) SetValidationStatuses(v []*AlgorithmStatusItem) *AlgorithmStatusDetails

SetValidationStatuses sets the ValidationStatuses field's value.

func (AlgorithmStatusDetails) String added in v1.15.86 

func (s AlgorithmStatusDetails) String() string

String returns the string representation

type AlgorithmStatusItem added in v1.15.86 

type AlgorithmStatusItem struct {

	// The reason for failure, if the overall status is a failed state.
	FailureReason *string `type:"string"`

	// The name of the algorithm for which the overall status is being repoorted.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// The current status.
	//
	// Status is a required field
	Status *string `type:"string" required:"true" enum:"DetailedAlgorithmStatus"`
	// contains filtered or unexported fields
}

Represents the overall status of an algorithm.

func (AlgorithmStatusItem) GoString added in v1.15.86 

func (s AlgorithmStatusItem) GoString() string

GoString returns the string representation

func (*AlgorithmStatusItem) SetFailureReason added in v1.15.86 

func (s *AlgorithmStatusItem) SetFailureReason(v string) *AlgorithmStatusItem

SetFailureReason sets the FailureReason field's value.

func (*AlgorithmStatusItem) SetName added in v1.15.86 

func (s *AlgorithmStatusItem) SetName(v string) *AlgorithmStatusItem

SetName sets the Name field's value.

func (*AlgorithmStatusItem) SetStatus added in v1.15.86 

func (s *AlgorithmStatusItem) SetStatus(v string) *AlgorithmStatusItem

SetStatus sets the Status field's value.

func (AlgorithmStatusItem) String added in v1.15.86 

func (s AlgorithmStatusItem) String() string

String returns the string representation

type AlgorithmSummary added in v1.15.86 

type AlgorithmSummary struct {

	// The Amazon Resource Name (ARN) of the algorithm.
	//
	// AlgorithmArn is a required field
	AlgorithmArn *string `min:"1" type:"string" required:"true"`

	// A brief statement describing the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm which is described by the summary.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// The overall status of the algorithm.
	//
	// AlgorithmStatus is a required field
	AlgorithmStatus *string `type:"string" required:"true" enum:"AlgorithmStatus"`

	// A timestamp that shows when the algorithm was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information about an algorithm.

func (AlgorithmSummary) GoString added in v1.15.86 

func (s AlgorithmSummary) GoString() string

GoString returns the string representation

func (*AlgorithmSummary) SetAlgorithmArn added in v1.15.86 

func (s *AlgorithmSummary) SetAlgorithmArn(v string) *AlgorithmSummary

SetAlgorithmArn sets the AlgorithmArn field's value.

func (*AlgorithmSummary) SetAlgorithmDescription added in v1.15.86 

func (s *AlgorithmSummary) SetAlgorithmDescription(v string) *AlgorithmSummary

SetAlgorithmDescription sets the AlgorithmDescription field's value.

func (*AlgorithmSummary) SetAlgorithmName added in v1.15.86 

func (s *AlgorithmSummary) SetAlgorithmName(v string) *AlgorithmSummary

SetAlgorithmName sets the AlgorithmName field's value.

func (*AlgorithmSummary) SetAlgorithmStatus added in v1.15.86 

func (s *AlgorithmSummary) SetAlgorithmStatus(v string) *AlgorithmSummary

SetAlgorithmStatus sets the AlgorithmStatus field's value.

func (*AlgorithmSummary) SetCreationTime added in v1.15.86 

func (s *AlgorithmSummary) SetCreationTime(v time.Time) *AlgorithmSummary

SetCreationTime sets the CreationTime field's value.

func (AlgorithmSummary) String added in v1.15.86 

func (s AlgorithmSummary) String() string

String returns the string representation

type AlgorithmValidationProfile added in v1.15.86 

type AlgorithmValidationProfile struct {

	// The name of the profile for the algorithm. The name must have 1 to 63 characters.
	// Valid characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// ProfileName is a required field
	ProfileName *string `min:"1" type:"string" required:"true"`

	// The TrainingJobDefinition object that describes the training job that Amazon
	// SageMaker runs to validate your algorithm.
	//
	// TrainingJobDefinition is a required field
	TrainingJobDefinition *TrainingJobDefinition `type:"structure" required:"true"`

	// The TransformJobDefinition object that describes the transform job that Amazon
	// SageMaker runs to validate your algorithm.
	TransformJobDefinition *TransformJobDefinition `type:"structure"`
	// contains filtered or unexported fields
}

Defines a training job and a batch transform job that Amazon SageMaker runs to validate your algorithm.

The data provided in the validation profile is made available to your buyers on AWS Marketplace.

func (AlgorithmValidationProfile) GoString added in v1.15.86 

func (s AlgorithmValidationProfile) GoString() string

GoString returns the string representation

func (*AlgorithmValidationProfile) SetProfileName added in v1.15.86 

func (s *AlgorithmValidationProfile) SetProfileName(v string) *AlgorithmValidationProfile

SetProfileName sets the ProfileName field's value.

func (*AlgorithmValidationProfile) SetTrainingJobDefinition added in v1.15.86 

func (s *AlgorithmValidationProfile) SetTrainingJobDefinition(v *TrainingJobDefinition) *AlgorithmValidationProfile

SetTrainingJobDefinition sets the TrainingJobDefinition field's value.

func (*AlgorithmValidationProfile) SetTransformJobDefinition added in v1.15.86 

func (s *AlgorithmValidationProfile) SetTransformJobDefinition(v *TransformJobDefinition) *AlgorithmValidationProfile

SetTransformJobDefinition sets the TransformJobDefinition field's value.

func (AlgorithmValidationProfile) String added in v1.15.86 

func (s AlgorithmValidationProfile) String() string

String returns the string representation

func (*AlgorithmValidationProfile) Validate added in v1.15.86 

func (s *AlgorithmValidationProfile) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type AlgorithmValidationSpecification added in v1.15.86 

type AlgorithmValidationSpecification struct {

	// An array of AlgorithmValidationProfile objects, each of which specifies a
	// training job and batch transform job that Amazon SageMaker runs to validate
	// your algorithm.
	//
	// ValidationProfiles is a required field
	ValidationProfiles []*AlgorithmValidationProfile `min:"1" type:"list" required:"true"`

	// The IAM roles that Amazon SageMaker uses to run the training jobs.
	//
	// ValidationRole is a required field
	ValidationRole *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Specifies configurations for one or more training jobs that Amazon SageMaker runs to test the algorithm.

func (AlgorithmValidationSpecification) GoString added in v1.15.86 

func (s AlgorithmValidationSpecification) GoString() string

GoString returns the string representation

func (*AlgorithmValidationSpecification) SetValidationProfiles added in v1.15.86 

func (s *AlgorithmValidationSpecification) SetValidationProfiles(v []*AlgorithmValidationProfile) *AlgorithmValidationSpecification

SetValidationProfiles sets the ValidationProfiles field's value.

func (*AlgorithmValidationSpecification) SetValidationRole added in v1.15.86 

func (s *AlgorithmValidationSpecification) SetValidationRole(v string) *AlgorithmValidationSpecification

SetValidationRole sets the ValidationRole field's value.

func (AlgorithmValidationSpecification) String added in v1.15.86 

func (s AlgorithmValidationSpecification) String() string

String returns the string representation

func (*AlgorithmValidationSpecification) Validate added in v1.15.86 

func (s *AlgorithmValidationSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type AnnotationConsolidationConfig added in v1.15.86 

type AnnotationConsolidationConfig struct {

	// The Amazon Resource Name (ARN) of a Lambda function implements the logic
	// for annotation consolidation.
	//
	// Amazon SageMaker Ground Truth provides three annotation consolidation functions
	// that you can choose to use. They are:
	//
	//    * Bounding box - Finds the most similar boxes from different workers based
	//    on the Jaccard index of the boxes.
	//
	// arn:aws:lambda:region:432418664414:function:ACS-BoundingBox
	//
	//    * Image classification - Uses a variant of the Expectation Maximization
	//    approach to estimate the true class of an image based on annotations from
	//    individual workers.
	//
	// arn:aws:lambda:region:432418664414:function:ACS-ImageMultiClass
	//
	//    * Text classification - Uses a variant of the Expectation Maximization
	//    approach to estimate the true class of text based on annotations from
	//    individual workers.
	//
	// arn:aws:lambda:region:432418664414:function:ACS-TextMultiClass
	//
	// For more information, see Annotation Consolidation (http://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html).
	//
	// AnnotationConsolidationLambdaArn is a required field
	AnnotationConsolidationLambdaArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Configures how labels are consolidated across human workers.

func (AnnotationConsolidationConfig) GoString added in v1.15.86 

func (s AnnotationConsolidationConfig) GoString() string

GoString returns the string representation

func (*AnnotationConsolidationConfig) SetAnnotationConsolidationLambdaArn added in v1.15.86 

func (s *AnnotationConsolidationConfig) SetAnnotationConsolidationLambdaArn(v string) *AnnotationConsolidationConfig

SetAnnotationConsolidationLambdaArn sets the AnnotationConsolidationLambdaArn field's value.

func (AnnotationConsolidationConfig) String added in v1.15.86 

func (s AnnotationConsolidationConfig) String() string

String returns the string representation

func (*AnnotationConsolidationConfig) Validate added in v1.15.86 

func (s *AnnotationConsolidationConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CategoricalParameterRange added in v1.14.0 

type CategoricalParameterRange struct {

	// The name of the categorical hyperparameter to tune.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`

	// A list of the categories for the hyperparameter.
	//
	// Values is a required field
	Values []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

A list of categorical hyperparameters to tune.

func (CategoricalParameterRange) GoString added in v1.14.0 

func (s CategoricalParameterRange) GoString() string

GoString returns the string representation

func (*CategoricalParameterRange) SetName added in v1.14.0 

func (s *CategoricalParameterRange) SetName(v string) *CategoricalParameterRange

SetName sets the Name field's value.

func (*CategoricalParameterRange) SetValues added in v1.14.0 

func (s *CategoricalParameterRange) SetValues(v []*string) *CategoricalParameterRange

SetValues sets the Values field's value.

func (CategoricalParameterRange) String added in v1.14.0 

func (s CategoricalParameterRange) String() string

String returns the string representation

func (*CategoricalParameterRange) Validate added in v1.14.0 

func (s *CategoricalParameterRange) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CategoricalParameterRangeSpecification added in v1.15.86 

type CategoricalParameterRangeSpecification struct {

	// The allowed categories for the hyperparameter.
	//
	// Values is a required field
	Values []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

Defines the possible values for a categorical hyperparameter.

func (CategoricalParameterRangeSpecification) GoString added in v1.15.86 

func (s CategoricalParameterRangeSpecification) GoString() string

GoString returns the string representation

func (*CategoricalParameterRangeSpecification) SetValues added in v1.15.86 

func (s *CategoricalParameterRangeSpecification) SetValues(v []*string) *CategoricalParameterRangeSpecification

SetValues sets the Values field's value.

func (CategoricalParameterRangeSpecification) String added in v1.15.86 

func (s CategoricalParameterRangeSpecification) String() string

String returns the string representation

func (*CategoricalParameterRangeSpecification) Validate added in v1.15.86 

func (s *CategoricalParameterRangeSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type Channel 

type Channel struct {

	// The name of the channel.
	//
	// ChannelName is a required field
	ChannelName *string `min:"1" type:"string" required:"true"`

	// If training data is compressed, the compression type. The default value is
	// None. CompressionType is used only in Pipe input mode. In File mode, leave
	// this field unset or set it to None.
	CompressionType *string `type:"string" enum:"CompressionType"`

	// The MIME type of the data.
	ContentType *string `type:"string"`

	// The location of the channel data.
	//
	// DataSource is a required field
	DataSource *DataSource `type:"structure" required:"true"`

	// (Optional) The input mode to use for the data channel in a training job.
	// If you don't set a value for InputMode, Amazon SageMaker uses the value set
	// for TrainingInputMode. Use this parameter to override the TrainingInputMode
	// setting in a AlgorithmSpecification request when you have a channel that
	// needs a different input mode from the training job's general setting. To
	// download the data from Amazon Simple Storage Service (Amazon S3) to the provisioned
	// ML storage volume, and mount the directory to a Docker volume, use File input
	// mode. To stream data directly from Amazon S3 to the container, choose Pipe
	// input mode.
	//
	// To use a model for incremental training, choose File input model.
	InputMode *string `type:"string" enum:"TrainingInputMode"`

	// Specify RecordIO as the value when input data is in raw format but the training
	// algorithm requires the RecordIO format. In this case, Amazon SageMaker wraps
	// each individual S3 object in a RecordIO record. If the input data is already
	// in RecordIO format, you don't need to set this attribute. For more information,
	// see Create a Dataset Using RecordIO (https://mxnet.incubator.apache.org/architecture/note_data_loading.html#data-format)
	RecordWrapperType *string `type:"string" enum:"RecordWrapper"`

	// A configuration for a shuffle option for input data in a channel. If you
	// use S3Prefix for S3DataType, this shuffles the results of the S3 key prefix
	// matches. If you use ManifestFile, the order of the S3 object references in
	// the ManifestFile is shuffled. If you use AugmentedManifestFile, the order
	// of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling
	// order is determined using the Seed value.
	//
	// For Pipe input mode, shuffling is done at the start of every epoch. With
	// large datasets this ensures that the order of the training data is different
	// for each epoch, it helps reduce bias and possible overfitting. In a multi-node
	// training job when ShuffleConfig is combined with S3DataDistributionType of
	// ShardedByS3Key, the data is shuffled across nodes so that the content sent
	// to a particular node on the first epoch might be sent to a different node
	// on the second epoch.
	ShuffleConfig *ShuffleConfig `type:"structure"`
	// contains filtered or unexported fields
}

A channel is a named input source that training algorithms can consume.

func (Channel) GoString 

func (s Channel) GoString() string

GoString returns the string representation

func (*Channel) SetChannelName 

func (s *Channel) SetChannelName(v string) *Channel

SetChannelName sets the ChannelName field's value.

func (*Channel) SetCompressionType 

func (s *Channel) SetCompressionType(v string) *Channel

SetCompressionType sets the CompressionType field's value.

func (*Channel) SetContentType 

func (s *Channel) SetContentType(v string) *Channel

SetContentType sets the ContentType field's value.

func (*Channel) SetDataSource 

func (s *Channel) SetDataSource(v *DataSource) *Channel

SetDataSource sets the DataSource field's value.

func (*Channel) SetInputMode added in v1.15.64 

func (s *Channel) SetInputMode(v string) *Channel

SetInputMode sets the InputMode field's value.

func (*Channel) SetRecordWrapperType 

func (s *Channel) SetRecordWrapperType(v string) *Channel

SetRecordWrapperType sets the RecordWrapperType field's value.

func (*Channel) SetShuffleConfig added in v1.15.86 

func (s *Channel) SetShuffleConfig(v *ShuffleConfig) *Channel

SetShuffleConfig sets the ShuffleConfig field's value.

func (Channel) String 

func (s Channel) String() string

String returns the string representation

func (*Channel) Validate 

func (s *Channel) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ChannelSpecification added in v1.15.86 

type ChannelSpecification struct {

	// A brief description of the channel.
	Description *string `type:"string"`

	// Indicates whether the channel is required by the algorithm.
	IsRequired *bool `type:"boolean"`

	// The name of the channel./sagemaker/eia
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// The allowed compression types, if data compression is used.
	SupportedCompressionTypes []*string `type:"list"`

	// The supported MIME types for the data.
	//
	// SupportedContentTypes is a required field
	SupportedContentTypes []*string `type:"list" required:"true"`

	// The allowed input mode, either FILE or PIPE.
	//
	// In FILE mode, Amazon SageMaker copies the data from the input source onto
	// the local Amazon Elastic Block Store (Amazon EBS) volumes before starting
	// your training algorithm. This is the most commonly used input mode.
	//
	// In PIPE mode, Amazon SageMaker streams input data from the source directly
	// to your algorithm without using the EBS volume.
	//
	// SupportedInputModes is a required field
	SupportedInputModes []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

Defines a named input source, called a channel, to be used by an algorithm.

func (ChannelSpecification) GoString added in v1.15.86 

func (s ChannelSpecification) GoString() string

GoString returns the string representation

func (*ChannelSpecification) SetDescription added in v1.15.86 

func (s *ChannelSpecification) SetDescription(v string) *ChannelSpecification

SetDescription sets the Description field's value.

func (*ChannelSpecification) SetIsRequired added in v1.15.86 

func (s *ChannelSpecification) SetIsRequired(v bool) *ChannelSpecification

SetIsRequired sets the IsRequired field's value.

func (*ChannelSpecification) SetName added in v1.15.86 

func (s *ChannelSpecification) SetName(v string) *ChannelSpecification

SetName sets the Name field's value.

func (*ChannelSpecification) SetSupportedCompressionTypes added in v1.15.86 

func (s *ChannelSpecification) SetSupportedCompressionTypes(v []*string) *ChannelSpecification

SetSupportedCompressionTypes sets the SupportedCompressionTypes field's value.

func (*ChannelSpecification) SetSupportedContentTypes added in v1.15.86 

func (s *ChannelSpecification) SetSupportedContentTypes(v []*string) *ChannelSpecification

SetSupportedContentTypes sets the SupportedContentTypes field's value.

func (*ChannelSpecification) SetSupportedInputModes added in v1.15.86 

func (s *ChannelSpecification) SetSupportedInputModes(v []*string) *ChannelSpecification

SetSupportedInputModes sets the SupportedInputModes field's value.

func (ChannelSpecification) String added in v1.15.86 

func (s ChannelSpecification) String() string

String returns the string representation

func (*ChannelSpecification) Validate added in v1.15.86 

func (s *ChannelSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CodeRepositorySummary added in v1.15.86 

type CodeRepositorySummary struct {

	// The Amazon Resource Name (ARN) of the git repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`

	// The name of the git repository.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// The date and time that the git repository was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Configuration details for the git repository, including the URL where it
	// is located and the ARN of the AWS Secrets Manager secret that contains the
	// credentials used to access the repository.
	GitConfig *GitConfig `type:"structure"`

	// The date and time that the git repository was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
	// contains filtered or unexported fields
}

Specifies summary information about a git repository.

func (CodeRepositorySummary) GoString added in v1.15.86 

func (s CodeRepositorySummary) GoString() string

GoString returns the string representation

func (*CodeRepositorySummary) SetCodeRepositoryArn added in v1.15.86 

func (s *CodeRepositorySummary) SetCodeRepositoryArn(v string) *CodeRepositorySummary

SetCodeRepositoryArn sets the CodeRepositoryArn field's value.

func (*CodeRepositorySummary) SetCodeRepositoryName added in v1.15.86 

func (s *CodeRepositorySummary) SetCodeRepositoryName(v string) *CodeRepositorySummary

SetCodeRepositoryName sets the CodeRepositoryName field's value.

func (*CodeRepositorySummary) SetCreationTime added in v1.15.86 

func (s *CodeRepositorySummary) SetCreationTime(v time.Time) *CodeRepositorySummary

SetCreationTime sets the CreationTime field's value.

func (*CodeRepositorySummary) SetGitConfig added in v1.15.86 

func (s *CodeRepositorySummary) SetGitConfig(v *GitConfig) *CodeRepositorySummary

SetGitConfig sets the GitConfig field's value.

func (*CodeRepositorySummary) SetLastModifiedTime added in v1.15.86 

func (s *CodeRepositorySummary) SetLastModifiedTime(v time.Time) *CodeRepositorySummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (CodeRepositorySummary) String added in v1.15.86 

func (s CodeRepositorySummary) String() string

String returns the string representation

type CognitoMemberDefinition added in v1.15.86 

type CognitoMemberDefinition struct {

	// An identifier for an application client. You must create the app client ID
	// using Amazon Cognito.
	//
	// ClientId is a required field
	ClientId *string `min:"1" type:"string" required:"true"`

	// An identifier for a user group.
	//
	// UserGroup is a required field
	UserGroup *string `min:"1" type:"string" required:"true"`

	// An identifier for a user pool. The user pool must be in the same region as
	// the service that you are calling.
	//
	// UserPool is a required field
	UserPool *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Identifies a Amazon Cognito user group. A user group can be used in on or more work teams.

func (CognitoMemberDefinition) GoString added in v1.15.86 

func (s CognitoMemberDefinition) GoString() string

GoString returns the string representation

func (*CognitoMemberDefinition) SetClientId added in v1.15.86 

func (s *CognitoMemberDefinition) SetClientId(v string) *CognitoMemberDefinition

SetClientId sets the ClientId field's value.

func (*CognitoMemberDefinition) SetUserGroup added in v1.15.86 

func (s *CognitoMemberDefinition) SetUserGroup(v string) *CognitoMemberDefinition

SetUserGroup sets the UserGroup field's value.

func (*CognitoMemberDefinition) SetUserPool added in v1.15.86 

func (s *CognitoMemberDefinition) SetUserPool(v string) *CognitoMemberDefinition

SetUserPool sets the UserPool field's value.

func (CognitoMemberDefinition) String added in v1.15.86 

func (s CognitoMemberDefinition) String() string

String returns the string representation

func (*CognitoMemberDefinition) Validate added in v1.15.86 

func (s *CognitoMemberDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CompilationJobSummary added in v1.15.86 

type CompilationJobSummary struct {

	// The time when the model compilation job completed.
	CompilationEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the model compilation job.
	//
	// CompilationJobArn is a required field
	CompilationJobArn *string `type:"string" required:"true"`

	// The name of the model compilation job that you want a summary for.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`

	// The status of the model compilation job.
	//
	// CompilationJobStatus is a required field
	CompilationJobStatus *string `type:"string" required:"true" enum:"CompilationJobStatus"`

	// The type of device that the model will run on after compilation has completed.
	//
	// CompilationTargetDevice is a required field
	CompilationTargetDevice *string `type:"string" required:"true" enum:"TargetDevice"`

	// The time when the model compilation job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The time when the model compilation job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`
	// contains filtered or unexported fields
}

A summary of a model compilation job.

func (CompilationJobSummary) GoString added in v1.15.86 

func (s CompilationJobSummary) GoString() string

GoString returns the string representation

func (*CompilationJobSummary) SetCompilationEndTime added in v1.15.86 

func (s *CompilationJobSummary) SetCompilationEndTime(v time.Time) *CompilationJobSummary

SetCompilationEndTime sets the CompilationEndTime field's value.

func (*CompilationJobSummary) SetCompilationJobArn added in v1.15.86 

func (s *CompilationJobSummary) SetCompilationJobArn(v string) *CompilationJobSummary

SetCompilationJobArn sets the CompilationJobArn field's value.

func (*CompilationJobSummary) SetCompilationJobName added in v1.15.86 

func (s *CompilationJobSummary) SetCompilationJobName(v string) *CompilationJobSummary

SetCompilationJobName sets the CompilationJobName field's value.

func (*CompilationJobSummary) SetCompilationJobStatus added in v1.15.86 

func (s *CompilationJobSummary) SetCompilationJobStatus(v string) *CompilationJobSummary

SetCompilationJobStatus sets the CompilationJobStatus field's value.

func (*CompilationJobSummary) SetCompilationTargetDevice added in v1.15.86 

func (s *CompilationJobSummary) SetCompilationTargetDevice(v string) *CompilationJobSummary

SetCompilationTargetDevice sets the CompilationTargetDevice field's value.

func (*CompilationJobSummary) SetCreationTime added in v1.15.86 

func (s *CompilationJobSummary) SetCreationTime(v time.Time) *CompilationJobSummary

SetCreationTime sets the CreationTime field's value.

func (*CompilationJobSummary) SetLastModifiedTime added in v1.15.86 

func (s *CompilationJobSummary) SetLastModifiedTime(v time.Time) *CompilationJobSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (CompilationJobSummary) String added in v1.15.86 

func (s CompilationJobSummary) String() string

String returns the string representation

type ContainerDefinition 

type ContainerDefinition struct {

	// The DNS host name for the container after Amazon SageMaker deploys it.
	ContainerHostname *string `type:"string"`

	// The environment variables to set in the Docker container. Each key and value
	// in the Environment string to string map can have length of up to 1024. We
	// support up to 16 entries in the map.
	Environment map[string]*string `type:"map"`

	// The Amazon EC2 Container Registry (Amazon ECR) path where inference code
	// is stored. If you are using your own custom algorithm instead of an algorithm
	// provided by Amazon SageMaker, the inference code must meet Amazon SageMaker
	// requirements. Amazon SageMaker supports both registry/repository[:tag] and
	// registry/repository[@digest] image path formats. For more information, see
	// Using Your Own Algorithms with Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html)
	Image *string `type:"string"`

	// The S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	//
	// If you provide a value for this parameter, Amazon SageMaker uses AWS Security
	// Token Service to download model artifacts from the S3 path you provide. AWS
	// STS is activated in your IAM user account by default. If you previously deactivated
	// AWS STS for a region, you need to reactivate AWS STS for that region. For
	// more information, see Activating and Deactivating AWS STS i an AWS Region
	// (http://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html)
	// in the AWS Identity and Access Management User Guide.
	ModelDataUrl *string `type:"string"`

	// The name of the model package in this container.
	ModelPackageName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Describes the container, as part of model definition.

func (ContainerDefinition) GoString 

func (s ContainerDefinition) GoString() string

GoString returns the string representation

func (*ContainerDefinition) SetContainerHostname 

func (s *ContainerDefinition) SetContainerHostname(v string) *ContainerDefinition

SetContainerHostname sets the ContainerHostname field's value.

func (*ContainerDefinition) SetEnvironment 

func (s *ContainerDefinition) SetEnvironment(v map[string]*string) *ContainerDefinition

SetEnvironment sets the Environment field's value.

func (*ContainerDefinition) SetImage 

func (s *ContainerDefinition) SetImage(v string) *ContainerDefinition

SetImage sets the Image field's value.

func (*ContainerDefinition) SetModelDataUrl 

func (s *ContainerDefinition) SetModelDataUrl(v string) *ContainerDefinition

SetModelDataUrl sets the ModelDataUrl field's value.

func (*ContainerDefinition) SetModelPackageName added in v1.15.86 

func (s *ContainerDefinition) SetModelPackageName(v string) *ContainerDefinition

SetModelPackageName sets the ModelPackageName field's value.

func (ContainerDefinition) String 

func (s ContainerDefinition) String() string

String returns the string representation

func (*ContainerDefinition) Validate 

func (s *ContainerDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ContinuousParameterRange added in v1.14.0 

type ContinuousParameterRange struct {

	// The maximum value for the hyperparameter. The tuning job uses floating-point
	// values between MinValue value and this value for tuning.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum value for the hyperparameter. The tuning job uses floating-point
	// values between this value and MaxValuefor tuning.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`

	// The name of the continuous hyperparameter to tune.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

A list of continuous hyperparameters to tune.

func (ContinuousParameterRange) GoString added in v1.14.0 

func (s ContinuousParameterRange) GoString() string

GoString returns the string representation

func (*ContinuousParameterRange) SetMaxValue added in v1.14.0 

func (s *ContinuousParameterRange) SetMaxValue(v string) *ContinuousParameterRange

SetMaxValue sets the MaxValue field's value.

func (*ContinuousParameterRange) SetMinValue added in v1.14.0 

func (s *ContinuousParameterRange) SetMinValue(v string) *ContinuousParameterRange

SetMinValue sets the MinValue field's value.

func (*ContinuousParameterRange) SetName added in v1.14.0 

func (s *ContinuousParameterRange) SetName(v string) *ContinuousParameterRange

SetName sets the Name field's value.

func (ContinuousParameterRange) String added in v1.14.0 

func (s ContinuousParameterRange) String() string

String returns the string representation

func (*ContinuousParameterRange) Validate added in v1.14.0 

func (s *ContinuousParameterRange) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ContinuousParameterRangeSpecification added in v1.15.86 

type ContinuousParameterRangeSpecification struct {

	// The maximum floating-point value allowed.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum floating-point value allowed.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Defines the possible values for a continuous hyperparameter.

func (ContinuousParameterRangeSpecification) GoString added in v1.15.86 

func (s ContinuousParameterRangeSpecification) GoString() string

GoString returns the string representation

func (*ContinuousParameterRangeSpecification) SetMaxValue added in v1.15.86 

func (s *ContinuousParameterRangeSpecification) SetMaxValue(v string) *ContinuousParameterRangeSpecification

SetMaxValue sets the MaxValue field's value.

func (*ContinuousParameterRangeSpecification) SetMinValue added in v1.15.86 

func (s *ContinuousParameterRangeSpecification) SetMinValue(v string) *ContinuousParameterRangeSpecification

SetMinValue sets the MinValue field's value.

func (ContinuousParameterRangeSpecification) String added in v1.15.86 

func (s ContinuousParameterRangeSpecification) String() string

String returns the string representation

func (*ContinuousParameterRangeSpecification) Validate added in v1.15.86 

func (s *ContinuousParameterRangeSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateAlgorithmInput added in v1.15.86 

type CreateAlgorithmInput struct {

	// A description of the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm. The name must have 1 to 63 characters. Valid characters
	// are a-z, A-Z, 0-9, and - (hyphen).
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// Whether to certify the algorithm so that it can be listed in AWS Marektplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// Specifies details about inference jobs that the algorithm runs, including
	// the following:
	//
	//    * The Amazon ECR paths of containers that contain the inference code and
	//    model artifacts.
	//
	//    * The instance types that the algorithm supports for transform jobs and
	//    real-time endpoints used for inference.
	//
	//    * The input and output content formats that the algorithm supports for
	//    inference.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// Specifies details about training jobs run by this algorithm, including the
	// following:
	//
	//    * The Amazon ECR path of the container and the version digest of the algorithm.
	//
	//    * The hyperparameters that the algorithm supports.
	//
	//    * The instance types that the algorithm supports for training.
	//
	//    * Whether the algorithm supports distributed training.
	//
	//    * The metrics that the algorithm emits to Amazon CloudWatch.
	//
	//    * Which metrics that the algorithm emits can be used as the objective
	//    metric for hyperparameter tuning jobs.
	//
	//    * The input channels that the algorithm supports for training data. For
	//    example, an algorithm might support train, validation, and test channels.
	//
	// TrainingSpecification is a required field
	TrainingSpecification *TrainingSpecification `type:"structure" required:"true"`

	// Specifies configurations for one or more training jobs and that Amazon SageMaker
	// runs to test the algorithm's training code and, optionally, one or more batch
	// transform jobs that Amazon SageMaker runs to test the algorithm's inference
	// code.
	ValidationSpecification *AlgorithmValidationSpecification `type:"structure"`
	// contains filtered or unexported fields
}

func (CreateAlgorithmInput) GoString added in v1.15.86 

func (s CreateAlgorithmInput) GoString() string

GoString returns the string representation

func (*CreateAlgorithmInput) SetAlgorithmDescription added in v1.15.86 

func (s *CreateAlgorithmInput) SetAlgorithmDescription(v string) *CreateAlgorithmInput

SetAlgorithmDescription sets the AlgorithmDescription field's value.

func (*CreateAlgorithmInput) SetAlgorithmName added in v1.15.86 

func (s *CreateAlgorithmInput) SetAlgorithmName(v string) *CreateAlgorithmInput

SetAlgorithmName sets the AlgorithmName field's value.

func (*CreateAlgorithmInput) SetCertifyForMarketplace added in v1.15.86 

func (s *CreateAlgorithmInput) SetCertifyForMarketplace(v bool) *CreateAlgorithmInput

SetCertifyForMarketplace sets the CertifyForMarketplace field's value.

func (*CreateAlgorithmInput) SetInferenceSpecification added in v1.15.86 

func (s *CreateAlgorithmInput) SetInferenceSpecification(v *InferenceSpecification) *CreateAlgorithmInput

SetInferenceSpecification sets the InferenceSpecification field's value.

func (*CreateAlgorithmInput) SetTrainingSpecification added in v1.15.86 

func (s *CreateAlgorithmInput) SetTrainingSpecification(v *TrainingSpecification) *CreateAlgorithmInput

SetTrainingSpecification sets the TrainingSpecification field's value.

func (*CreateAlgorithmInput) SetValidationSpecification added in v1.15.86 

func (s *CreateAlgorithmInput) SetValidationSpecification(v *AlgorithmValidationSpecification) *CreateAlgorithmInput

SetValidationSpecification sets the ValidationSpecification field's value.

func (CreateAlgorithmInput) String added in v1.15.86 

func (s CreateAlgorithmInput) String() string

String returns the string representation

func (*CreateAlgorithmInput) Validate added in v1.15.86 

func (s *CreateAlgorithmInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateAlgorithmOutput added in v1.15.86 

type CreateAlgorithmOutput struct {

	// The Amazon Resource Name (ARN) of the new algorithm.
	//
	// AlgorithmArn is a required field
	AlgorithmArn *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateAlgorithmOutput) GoString added in v1.15.86 

func (s CreateAlgorithmOutput) GoString() string

GoString returns the string representation

func (*CreateAlgorithmOutput) SetAlgorithmArn added in v1.15.86 

func (s *CreateAlgorithmOutput) SetAlgorithmArn(v string) *CreateAlgorithmOutput

SetAlgorithmArn sets the AlgorithmArn field's value.

func (CreateAlgorithmOutput) String added in v1.15.86 

func (s CreateAlgorithmOutput) String() string

String returns the string representation

type CreateCodeRepositoryInput added in v1.15.86 

type CreateCodeRepositoryInput struct {

	// The name of the git repository. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// Specifies details about the repository, including the URL where the repository
	// is located, the default branch, and credentials to use to access the repository.
	//
	// GitConfig is a required field
	GitConfig *GitConfig `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (CreateCodeRepositoryInput) GoString added in v1.15.86 

func (s CreateCodeRepositoryInput) GoString() string

GoString returns the string representation

func (*CreateCodeRepositoryInput) SetCodeRepositoryName added in v1.15.86 

func (s *CreateCodeRepositoryInput) SetCodeRepositoryName(v string) *CreateCodeRepositoryInput

SetCodeRepositoryName sets the CodeRepositoryName field's value.

func (*CreateCodeRepositoryInput) SetGitConfig added in v1.15.86 

func (s *CreateCodeRepositoryInput) SetGitConfig(v *GitConfig) *CreateCodeRepositoryInput

SetGitConfig sets the GitConfig field's value.

func (CreateCodeRepositoryInput) String added in v1.15.86 

func (s CreateCodeRepositoryInput) String() string

String returns the string representation

func (*CreateCodeRepositoryInput) Validate added in v1.15.86 

func (s *CreateCodeRepositoryInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateCodeRepositoryOutput added in v1.15.86 

type CreateCodeRepositoryOutput struct {

	// The Amazon Resource Name (ARN) of the new repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateCodeRepositoryOutput) GoString added in v1.15.86 

func (s CreateCodeRepositoryOutput) GoString() string

GoString returns the string representation

func (*CreateCodeRepositoryOutput) SetCodeRepositoryArn added in v1.15.86 

func (s *CreateCodeRepositoryOutput) SetCodeRepositoryArn(v string) *CreateCodeRepositoryOutput

SetCodeRepositoryArn sets the CodeRepositoryArn field's value.

func (CreateCodeRepositoryOutput) String added in v1.15.86 

func (s CreateCodeRepositoryOutput) String() string

String returns the string representation

type CreateCompilationJobInput added in v1.15.86 

type CreateCompilationJobInput struct {

	// A name for the model compilation job. The name must be unique within the
	// AWS Region and within your AWS account.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`

	// Provides information about the location of input model artifacts, the name
	// and shape of the expected data inputs, and the framework in which the model
	// was trained.
	//
	// InputConfig is a required field
	InputConfig *InputConfig `type:"structure" required:"true"`

	// Provides information about the output location for the compiled model and
	// the target device the model runs on.
	//
	// OutputConfig is a required field
	OutputConfig *OutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of an IIAMAM role that enables Amazon SageMaker
	// to perform tasks on your behalf.
	//
	// During model compilation, Amazon SageMaker needs your permission to:
	//
	//    * Read input data from an S3 bucket
	//
	//    * Write model artifacts to an S3 bucket
	//
	//    * Write logs to Amazon CloudWatch Logs
	//
	//    * Publish metrics to Amazon CloudWatch
	//
	// You grant permissions for all of these tasks to an IAM role. To pass this
	// role to Amazon SageMaker, the caller of this API must have the iam:PassRole
	// permission. For more information, see Amazon SageMaker Roles. (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html)
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// The duration allowed for model compilation.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (CreateCompilationJobInput) GoString added in v1.15.86 

func (s CreateCompilationJobInput) GoString() string

GoString returns the string representation

func (*CreateCompilationJobInput) SetCompilationJobName added in v1.15.86 

func (s *CreateCompilationJobInput) SetCompilationJobName(v string) *CreateCompilationJobInput

SetCompilationJobName sets the CompilationJobName field's value.

func (*CreateCompilationJobInput) SetInputConfig added in v1.15.86 

func (s *CreateCompilationJobInput) SetInputConfig(v *InputConfig) *CreateCompilationJobInput

SetInputConfig sets the InputConfig field's value.

func (*CreateCompilationJobInput) SetOutputConfig added in v1.15.86 

func (s *CreateCompilationJobInput) SetOutputConfig(v *OutputConfig) *CreateCompilationJobInput

SetOutputConfig sets the OutputConfig field's value.

func (*CreateCompilationJobInput) SetRoleArn added in v1.15.86 

func (s *CreateCompilationJobInput) SetRoleArn(v string) *CreateCompilationJobInput

SetRoleArn sets the RoleArn field's value.

func (*CreateCompilationJobInput) SetStoppingCondition added in v1.15.86 

func (s *CreateCompilationJobInput) SetStoppingCondition(v *StoppingCondition) *CreateCompilationJobInput

SetStoppingCondition sets the StoppingCondition field's value.

func (CreateCompilationJobInput) String added in v1.15.86 

func (s CreateCompilationJobInput) String() string

String returns the string representation

func (*CreateCompilationJobInput) Validate added in v1.15.86 

func (s *CreateCompilationJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateCompilationJobOutput added in v1.15.86 

type CreateCompilationJobOutput struct {

	// If the action is successful, the service sends back an HTTP 200 response.
	// Amazon SageMaker returns the following data in JSON format:
	//
	//    * CompilationJobArn: The Amazon Resource Name (ARN) of the compiled job.
	//
	// CompilationJobArn is a required field
	CompilationJobArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateCompilationJobOutput) GoString added in v1.15.86 

func (s CreateCompilationJobOutput) GoString() string

GoString returns the string representation

func (*CreateCompilationJobOutput) SetCompilationJobArn added in v1.15.86 

func (s *CreateCompilationJobOutput) SetCompilationJobArn(v string) *CreateCompilationJobOutput

SetCompilationJobArn sets the CompilationJobArn field's value.

func (CreateCompilationJobOutput) String added in v1.15.86 

func (s CreateCompilationJobOutput) String() string

String returns the string representation

type CreateEndpointConfigInput 

type CreateEndpointConfigInput struct {

	// The name of the endpoint configuration. You specify this name in a CreateEndpoint
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html)
	// request.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of a AWS Key Management Service key that Amazon
	// SageMaker uses to encrypt data on the storage volume attached to the ML compute
	// instance that hosts the endpoint.
	KmsKeyId *string `type:"string"`

	// An array of ProductionVariant objects, one for each model that you want to
	// host at this endpoint.
	//
	// ProductionVariants is a required field
	ProductionVariants []*ProductionVariant `min:"1" type:"list" required:"true"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (CreateEndpointConfigInput) GoString 

func (s CreateEndpointConfigInput) GoString() string

GoString returns the string representation

func (*CreateEndpointConfigInput) SetEndpointConfigName 

func (s *CreateEndpointConfigInput) SetEndpointConfigName(v string) *CreateEndpointConfigInput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*CreateEndpointConfigInput) SetKmsKeyId added in v1.12.65 

func (s *CreateEndpointConfigInput) SetKmsKeyId(v string) *CreateEndpointConfigInput

SetKmsKeyId sets the KmsKeyId field's value.

func (*CreateEndpointConfigInput) SetProductionVariants 

func (s *CreateEndpointConfigInput) SetProductionVariants(v []*ProductionVariant) *CreateEndpointConfigInput

SetProductionVariants sets the ProductionVariants field's value.

func (*CreateEndpointConfigInput) SetTags 

func (s *CreateEndpointConfigInput) SetTags(v []*Tag) *CreateEndpointConfigInput

SetTags sets the Tags field's value.

func (CreateEndpointConfigInput) String 

func (s CreateEndpointConfigInput) String() string

String returns the string representation

func (*CreateEndpointConfigInput) Validate 

func (s *CreateEndpointConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateEndpointConfigOutput 

type CreateEndpointConfigOutput struct {

	// The Amazon Resource Name (ARN) of the endpoint configuration.
	//
	// EndpointConfigArn is a required field
	EndpointConfigArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateEndpointConfigOutput) GoString 

func (s CreateEndpointConfigOutput) GoString() string

GoString returns the string representation

func (*CreateEndpointConfigOutput) SetEndpointConfigArn 

func (s *CreateEndpointConfigOutput) SetEndpointConfigArn(v string) *CreateEndpointConfigOutput

SetEndpointConfigArn sets the EndpointConfigArn field's value.

func (CreateEndpointConfigOutput) String 

func (s CreateEndpointConfigOutput) String() string

String returns the string representation

type CreateEndpointInput 

type CreateEndpointInput struct {

	// The name of an endpoint configuration. For more information, see CreateEndpointConfig
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html).
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// The name of the endpoint. The name must be unique within an AWS Region in
	// your AWS account.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)in
	// the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (CreateEndpointInput) GoString 

func (s CreateEndpointInput) GoString() string

GoString returns the string representation

func (*CreateEndpointInput) SetEndpointConfigName 

func (s *CreateEndpointInput) SetEndpointConfigName(v string) *CreateEndpointInput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*CreateEndpointInput) SetEndpointName 

func (s *CreateEndpointInput) SetEndpointName(v string) *CreateEndpointInput

SetEndpointName sets the EndpointName field's value.

func (*CreateEndpointInput) SetTags 

func (s *CreateEndpointInput) SetTags(v []*Tag) *CreateEndpointInput

SetTags sets the Tags field's value.

func (CreateEndpointInput) String 

func (s CreateEndpointInput) String() string

String returns the string representation

func (*CreateEndpointInput) Validate 

func (s *CreateEndpointInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateEndpointOutput 

type CreateEndpointOutput struct {

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateEndpointOutput) GoString 

func (s CreateEndpointOutput) GoString() string

GoString returns the string representation

func (*CreateEndpointOutput) SetEndpointArn 

func (s *CreateEndpointOutput) SetEndpointArn(v string) *CreateEndpointOutput

SetEndpointArn sets the EndpointArn field's value.

func (CreateEndpointOutput) String 

func (s CreateEndpointOutput) String() string

String returns the string representation

type CreateHyperParameterTuningJobInput added in v1.14.0 

type CreateHyperParameterTuningJobInput struct {

	// The HyperParameterTuningJobConfig object that describes the tuning job, including
	// the search strategy, the objective metric used to evaluate training jobs,
	// ranges of parameters to search, and resource limits for the tuning job. For
	// more information, see automatic-model-tuning
	//
	// HyperParameterTuningJobConfig is a required field
	HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `type:"structure" required:"true"`

	// The name of the tuning job. This name is the prefix for the names of all
	// training jobs that this tuning job launches. The name must be unique within
	// the same AWS account and AWS Region. The name must have { } to { } characters.
	// Valid characters are a-z, A-Z, 0-9, and : + = @ _ % - (hyphen). The name
	// is not case sensitive.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// An array of key-value pairs. You can use tags to categorize your AWS resources
	// in different ways, for example, by purpose, owner, or environment. For more
	// information, see AWS Tagging Strategies (https://aws.amazon.com/answers/account-management/aws-tagging-strategies/).
	//
	// Tags that you specify for the tuning job are also added to all training jobs
	// that the tuning job launches.
	Tags []*Tag `type:"list"`

	// The HyperParameterTrainingJobDefinition object that describes the training
	// jobs that this tuning job launches, including static hyperparameters, input
	// data configuration, output data configuration, resource configuration, and
	// stopping condition.
	//
	// TrainingJobDefinition is a required field
	TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure" required:"true"`

	// Specifies configuration for starting the hyperparameter tuning job using
	// one or more previous tuning jobs as a starting point. The results of previous
	// tuning jobs are used to inform which combinations of hyperparameters to search
	// over in the new tuning job.
	//
	// All training jobs launched by the new hyperparameter tuning job are evaluated
	// by using the objective metric. If you specify IDENTICAL_DATA_AND_ALGORITHM
	// as the WarmStartType for the warm start configuration, the training job that
	// performs the best in the new tuning job is compared to the best training
	// jobs from the parent tuning jobs. From these, the training job that performs
	// the best as measured by the objective metric is returned as the overall best
	// training job.
	//
	// All training jobs launched by parent hyperparameter tuning jobs and the new
	// hyperparameter tuning jobs count against the limit of training jobs for the
	// tuning job.
	WarmStartConfig *HyperParameterTuningJobWarmStartConfig `type:"structure"`
	// contains filtered or unexported fields
}

func (CreateHyperParameterTuningJobInput) GoString added in v1.14.0 

func (s CreateHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobConfig added in v1.14.0 

func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *CreateHyperParameterTuningJobInput

SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value.

func (*CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobName added in v1.14.0 

func (s *CreateHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *CreateHyperParameterTuningJobInput

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*CreateHyperParameterTuningJobInput) SetTags added in v1.14.0 

func (s *CreateHyperParameterTuningJobInput) SetTags(v []*Tag) *CreateHyperParameterTuningJobInput

SetTags sets the Tags field's value.

func (*CreateHyperParameterTuningJobInput) SetTrainingJobDefinition added in v1.14.0 

func (s *CreateHyperParameterTuningJobInput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *CreateHyperParameterTuningJobInput

SetTrainingJobDefinition sets the TrainingJobDefinition field's value.

func (*CreateHyperParameterTuningJobInput) SetWarmStartConfig added in v1.15.76 

func (s *CreateHyperParameterTuningJobInput) SetWarmStartConfig(v *HyperParameterTuningJobWarmStartConfig) *CreateHyperParameterTuningJobInput

SetWarmStartConfig sets the WarmStartConfig field's value.

func (CreateHyperParameterTuningJobInput) String added in v1.14.0 

func (s CreateHyperParameterTuningJobInput) String() string

String returns the string representation

func (*CreateHyperParameterTuningJobInput) Validate added in v1.14.0 

func (s *CreateHyperParameterTuningJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateHyperParameterTuningJobOutput added in v1.14.0 

type CreateHyperParameterTuningJobOutput struct {

	// The Amazon Resource Name (ARN) of the tuning job. Amazon SageMaker assigns
	// an ARN to a hyperparameter tuning job when you create it.
	//
	// HyperParameterTuningJobArn is a required field
	HyperParameterTuningJobArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateHyperParameterTuningJobOutput) GoString added in v1.14.0 

func (s CreateHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (*CreateHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn added in v1.14.0 

func (s *CreateHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *CreateHyperParameterTuningJobOutput

SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.

func (CreateHyperParameterTuningJobOutput) String added in v1.14.0 

func (s CreateHyperParameterTuningJobOutput) String() string

String returns the string representation

type CreateLabelingJobInput added in v1.15.86 

type CreateLabelingJobInput struct {

	// Configures the information required for human workers to complete a labeling
	// task.
	//
	// HumanTaskConfig is a required field
	HumanTaskConfig *HumanTaskConfig `type:"structure" required:"true"`

	// Input data for the labeling job, such as the Amazon S3 location of the data
	// objects and the location of the manifest file that describes the data objects.
	//
	// InputConfig is a required field
	InputConfig *LabelingJobInputConfig `type:"structure" required:"true"`

	// The attribute name to use for the label in the output manifest file. This
	// is the key for the key/value pair formed with the label that a worker assigns
	// to the object. The name can't end with "-metadata" or "-ref".
	//
	// LabelAttributeName is a required field
	LabelAttributeName *string `min:"1" type:"string" required:"true"`

	// The S3 URL of the file that defines the categories used to label the data
	// objects.
	LabelCategoryConfigS3Uri *string `type:"string"`

	// Configures the information required to perform automated data labeling.
	LabelingJobAlgorithmsConfig *LabelingJobAlgorithmsConfig `type:"structure"`

	// The name of the labeling job. This name is used to identify the job in a
	// list of labeling jobs.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`

	// The location of the output data and the AWS Key Management Service key ID
	// for the key used to encrypt the output data, if any.
	//
	// OutputConfig is a required field
	OutputConfig *LabelingJobOutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Number (ARN) that Amazon SageMaker assumes to perform
	// tasks on your behalf during data labeling. You must grant this role the necessary
	// permissions so that Amazon SageMaker can successfully complete data labeling.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// A set of conditions for stopping the labeling job. If any of the conditions
	// are met, the job is automatically stopped. You can use these conditions to
	// control the cost of data labeling.
	StoppingConditions *LabelingJobStoppingConditions `type:"structure"`

	// An array of key/value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (CreateLabelingJobInput) GoString added in v1.15.86 

func (s CreateLabelingJobInput) GoString() string

GoString returns the string representation

func (*CreateLabelingJobInput) SetHumanTaskConfig added in v1.15.86 

func (s *CreateLabelingJobInput) SetHumanTaskConfig(v *HumanTaskConfig) *CreateLabelingJobInput

SetHumanTaskConfig sets the HumanTaskConfig field's value.

func (*CreateLabelingJobInput) SetInputConfig added in v1.15.86 

func (s *CreateLabelingJobInput) SetInputConfig(v *LabelingJobInputConfig) *CreateLabelingJobInput

SetInputConfig sets the InputConfig field's value.

func (*CreateLabelingJobInput) SetLabelAttributeName added in v1.15.86 

func (s *CreateLabelingJobInput) SetLabelAttributeName(v string) *CreateLabelingJobInput

SetLabelAttributeName sets the LabelAttributeName field's value.

func (*CreateLabelingJobInput) SetLabelCategoryConfigS3Uri added in v1.15.86 

func (s *CreateLabelingJobInput) SetLabelCategoryConfigS3Uri(v string) *CreateLabelingJobInput

SetLabelCategoryConfigS3Uri sets the LabelCategoryConfigS3Uri field's value.

func (*CreateLabelingJobInput) SetLabelingJobAlgorithmsConfig added in v1.15.86 

func (s *CreateLabelingJobInput) SetLabelingJobAlgorithmsConfig(v *LabelingJobAlgorithmsConfig) *CreateLabelingJobInput

SetLabelingJobAlgorithmsConfig sets the LabelingJobAlgorithmsConfig field's value.

func (*CreateLabelingJobInput) SetLabelingJobName added in v1.15.86 

func (s *CreateLabelingJobInput) SetLabelingJobName(v string) *CreateLabelingJobInput

SetLabelingJobName sets the LabelingJobName field's value.

func (*CreateLabelingJobInput) SetOutputConfig added in v1.15.86 

func (s *CreateLabelingJobInput) SetOutputConfig(v *LabelingJobOutputConfig) *CreateLabelingJobInput

SetOutputConfig sets the OutputConfig field's value.

func (*CreateLabelingJobInput) SetRoleArn added in v1.15.86 

func (s *CreateLabelingJobInput) SetRoleArn(v string) *CreateLabelingJobInput

SetRoleArn sets the RoleArn field's value.

func (*CreateLabelingJobInput) SetStoppingConditions added in v1.15.86 

func (s *CreateLabelingJobInput) SetStoppingConditions(v *LabelingJobStoppingConditions) *CreateLabelingJobInput

SetStoppingConditions sets the StoppingConditions field's value.

func (*CreateLabelingJobInput) SetTags added in v1.15.86 

func (s *CreateLabelingJobInput) SetTags(v []*Tag) *CreateLabelingJobInput

SetTags sets the Tags field's value.

func (CreateLabelingJobInput) String added in v1.15.86 

func (s CreateLabelingJobInput) String() string

String returns the string representation

func (*CreateLabelingJobInput) Validate added in v1.15.86 

func (s *CreateLabelingJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateLabelingJobOutput added in v1.15.86 

type CreateLabelingJobOutput struct {

	// The Amazon Resource Name (ARN) of the labeling job. You use this ARN to identify
	// the labeling job.
	//
	// LabelingJobArn is a required field
	LabelingJobArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateLabelingJobOutput) GoString added in v1.15.86 

func (s CreateLabelingJobOutput) GoString() string

GoString returns the string representation

func (*CreateLabelingJobOutput) SetLabelingJobArn added in v1.15.86 

func (s *CreateLabelingJobOutput) SetLabelingJobArn(v string) *CreateLabelingJobOutput

SetLabelingJobArn sets the LabelingJobArn field's value.

func (CreateLabelingJobOutput) String added in v1.15.86 

func (s CreateLabelingJobOutput) String() string

String returns the string representation

type CreateModelInput 

type CreateModelInput struct {

	// Specifies the containers in the inference pipeline.
	Containers []*ContainerDefinition `type:"list"`

	// Isolates the model container. No inbound or outbound network calls can be
	// made to or from the model container.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can
	// assume to access model artifacts and docker image for deployment on ML compute
	// instances or for batch transform jobs. Deploying on ML compute instances
	// is part of model hosting. For more information, see Amazon SageMaker Roles
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	//
	// ExecutionRoleArn is a required field
	ExecutionRoleArn *string `min:"20" type:"string" required:"true"`

	// The name of the new model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// The location of the primary docker image containing inference code, associated
	// artifacts, and custom environment map that the inference code uses when the
	// model is deployed for predictions.
	PrimaryContainer *ContainerDefinition `type:"structure"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// A VpcConfig object that specifies the VPC that you want your model to connect
	// to. Control access to and from your model container by configuring the VPC.
	// VpcConfig is used in hosting services and in batch transform. For more information,
	// see Protect Endpoints by Using an Amazon Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private
	// Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/batch-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

func (CreateModelInput) GoString 

func (s CreateModelInput) GoString() string

GoString returns the string representation

func (*CreateModelInput) SetContainers added in v1.15.86 

func (s *CreateModelInput) SetContainers(v []*ContainerDefinition) *CreateModelInput

SetContainers sets the Containers field's value.

func (*CreateModelInput) SetEnableNetworkIsolation added in v1.15.86 

func (s *CreateModelInput) SetEnableNetworkIsolation(v bool) *CreateModelInput

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*CreateModelInput) SetExecutionRoleArn 

func (s *CreateModelInput) SetExecutionRoleArn(v string) *CreateModelInput

SetExecutionRoleArn sets the ExecutionRoleArn field's value.

func (*CreateModelInput) SetModelName 

func (s *CreateModelInput) SetModelName(v string) *CreateModelInput

SetModelName sets the ModelName field's value.

func (*CreateModelInput) SetPrimaryContainer 

func (s *CreateModelInput) SetPrimaryContainer(v *ContainerDefinition) *CreateModelInput

SetPrimaryContainer sets the PrimaryContainer field's value.

func (*CreateModelInput) SetTags 

func (s *CreateModelInput) SetTags(v []*Tag) *CreateModelInput

SetTags sets the Tags field's value.

func (*CreateModelInput) SetVpcConfig added in v1.13.39 

func (s *CreateModelInput) SetVpcConfig(v *VpcConfig) *CreateModelInput

SetVpcConfig sets the VpcConfig field's value.

func (CreateModelInput) String 

func (s CreateModelInput) String() string

String returns the string representation

func (*CreateModelInput) Validate 

func (s *CreateModelInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateModelOutput 

type CreateModelOutput struct {

	// The ARN of the model created in Amazon SageMaker.
	//
	// ModelArn is a required field
	ModelArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateModelOutput) GoString 

func (s CreateModelOutput) GoString() string

GoString returns the string representation

func (*CreateModelOutput) SetModelArn 

func (s *CreateModelOutput) SetModelArn(v string) *CreateModelOutput

SetModelArn sets the ModelArn field's value.

func (CreateModelOutput) String 

func (s CreateModelOutput) String() string

String returns the string representation

type CreateModelPackageInput added in v1.15.86 

type CreateModelPackageInput struct {

	// Whether to certify the model package for listing on AWS Marketplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// Specifies details about inference jobs that can be run with models based
	// on this model package, including the following:
	//
	//    * The Amazon ECR paths of containers that contain the inference code and
	//    model artifacts.
	//
	//    * The instance types that the model package supports for transform jobs
	//    and real-time endpoints used for inference.
	//
	//    * The input and output content formats that the model package supports
	//    for inference.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// A description of the model package.
	ModelPackageDescription *string `type:"string"`

	// The name of the model package. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`

	// Details about the algorithm that was used to create the model package.
	SourceAlgorithmSpecification *SourceAlgorithmSpecification `type:"structure"`

	// Specifies configurations for one or more transform jobs that Amazon SageMaker
	// runs to test the model package.
	ValidationSpecification *ModelPackageValidationSpecification `type:"structure"`
	// contains filtered or unexported fields
}

func (CreateModelPackageInput) GoString added in v1.15.86 

func (s CreateModelPackageInput) GoString() string

GoString returns the string representation

func (*CreateModelPackageInput) SetCertifyForMarketplace added in v1.15.86 

func (s *CreateModelPackageInput) SetCertifyForMarketplace(v bool) *CreateModelPackageInput

SetCertifyForMarketplace sets the CertifyForMarketplace field's value.

func (*CreateModelPackageInput) SetInferenceSpecification added in v1.15.86 

func (s *CreateModelPackageInput) SetInferenceSpecification(v *InferenceSpecification) *CreateModelPackageInput

SetInferenceSpecification sets the InferenceSpecification field's value.

func (*CreateModelPackageInput) SetModelPackageDescription added in v1.15.86 

func (s *CreateModelPackageInput) SetModelPackageDescription(v string) *CreateModelPackageInput

SetModelPackageDescription sets the ModelPackageDescription field's value.

func (*CreateModelPackageInput) SetModelPackageName added in v1.15.86 

func (s *CreateModelPackageInput) SetModelPackageName(v string) *CreateModelPackageInput

SetModelPackageName sets the ModelPackageName field's value.

func (*CreateModelPackageInput) SetSourceAlgorithmSpecification added in v1.15.86 

func (s *CreateModelPackageInput) SetSourceAlgorithmSpecification(v *SourceAlgorithmSpecification) *CreateModelPackageInput

SetSourceAlgorithmSpecification sets the SourceAlgorithmSpecification field's value.

func (*CreateModelPackageInput) SetValidationSpecification added in v1.15.86 

func (s *CreateModelPackageInput) SetValidationSpecification(v *ModelPackageValidationSpecification) *CreateModelPackageInput

SetValidationSpecification sets the ValidationSpecification field's value.

func (CreateModelPackageInput) String added in v1.15.86 

func (s CreateModelPackageInput) String() string

String returns the string representation

func (*CreateModelPackageInput) Validate added in v1.15.86 

func (s *CreateModelPackageInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateModelPackageOutput added in v1.15.86 

type CreateModelPackageOutput struct {

	// The Amazon Resource Name (ARN) of the new model package.
	//
	// ModelPackageArn is a required field
	ModelPackageArn *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateModelPackageOutput) GoString added in v1.15.86 

func (s CreateModelPackageOutput) GoString() string

GoString returns the string representation

func (*CreateModelPackageOutput) SetModelPackageArn added in v1.15.86 

func (s *CreateModelPackageOutput) SetModelPackageArn(v string) *CreateModelPackageOutput

SetModelPackageArn sets the ModelPackageArn field's value.

func (CreateModelPackageOutput) String added in v1.15.86 

func (s CreateModelPackageOutput) String() string

String returns the string representation

type CreateNotebookInstanceInput 

type CreateNotebookInstanceInput struct {

	// A list of Elastic Inference (EI) instance types to associate with this notebook
	// instance. Currently, only one instance type can be associated with a notebook
	// intance. For more information, see Using Elastic Inference in Amazon SageMaker
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to 3 git repositories to associate with the notebook instance.
	// These can be either the names of git repositories stored as resources in
	// your account, or the URL of git repositories in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// A git repository to associate with the notebook instance as its default code
	// repository. This can be either the name of a git repository stored as a resource
	// in your account, or the URL of a git repository in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// Sets whether Amazon SageMaker provides internet access to the notebook instance.
	// If you set this to Disabled this notebook instance will be able to access
	// resources only in your VPC, and will not be able to connect to Amazon SageMaker
	// training and endpoint services unless your configure a NAT Gateway in your
	// VPC.
	//
	// For more information, see Notebook Instances Are Internet-Enabled by Default
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access).
	// You can set the value of this parameter to Disabled only if you set a value
	// for the SubnetId parameter.
	DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"`

	// The type of ML compute instance to launch for the notebook instance.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"InstanceType"`

	// If you provide a AWS KMS key ID, Amazon SageMaker uses it to encrypt data
	// at rest on the ML storage volume that is attached to your notebook instance.
	KmsKeyId *string `type:"string"`

	// The name of a lifecycle configuration to associate with the notebook instance.
	// For information about lifestyle configurations, see Step 2.1: (Optional)
	// Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	LifecycleConfigName *string `type:"string"`

	// The name of the new notebook instance.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// When you send any requests to AWS resources from the notebook instance, Amazon
	// SageMaker assumes this role to perform tasks on your behalf. You must grant
	// this role necessary permissions so Amazon SageMaker can perform these tasks.
	// The policy must allow the Amazon SageMaker service principal (sagemaker.amazonaws.com)
	// permissions to assume this role. For more information, see Amazon SageMaker
	// Roles (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// The VPC security group IDs, in the form sg-xxxxxxxx. The security groups
	// must be for the same VPC as specified in the subnet.
	SecurityGroupIds []*string `type:"list"`

	// The ID of the subnet in a VPC to which you would like to have a connectivity
	// from your ML compute instance.
	SubnetId *string `type:"string"`

	// A list of tags to associate with the notebook instance. You can add tags
	// later by using the CreateTags API.
	Tags []*Tag `type:"list"`

	// The size, in GB, of the ML storage volume to attach to the notebook instance.
	// The default value is 5 GB.
	VolumeSizeInGB *int64 `min:"5" type:"integer"`
	// contains filtered or unexported fields
}

func (CreateNotebookInstanceInput) GoString 

func (s CreateNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceInput) SetAcceleratorTypes added in v1.15.86 

func (s *CreateNotebookInstanceInput) SetAcceleratorTypes(v []*string) *CreateNotebookInstanceInput

SetAcceleratorTypes sets the AcceleratorTypes field's value.

func (*CreateNotebookInstanceInput) SetAdditionalCodeRepositories added in v1.15.86 

func (s *CreateNotebookInstanceInput) SetAdditionalCodeRepositories(v []*string) *CreateNotebookInstanceInput

SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.

func (*CreateNotebookInstanceInput) SetDefaultCodeRepository added in v1.15.86 

func (s *CreateNotebookInstanceInput) SetDefaultCodeRepository(v string) *CreateNotebookInstanceInput

SetDefaultCodeRepository sets the DefaultCodeRepository field's value.

func (*CreateNotebookInstanceInput) SetDirectInternetAccess added in v1.13.15 

func (s *CreateNotebookInstanceInput) SetDirectInternetAccess(v string) *CreateNotebookInstanceInput

SetDirectInternetAccess sets the DirectInternetAccess field's value.

func (*CreateNotebookInstanceInput) SetInstanceType 

func (s *CreateNotebookInstanceInput) SetInstanceType(v string) *CreateNotebookInstanceInput

SetInstanceType sets the InstanceType field's value.

func (*CreateNotebookInstanceInput) SetKmsKeyId 

func (s *CreateNotebookInstanceInput) SetKmsKeyId(v string) *CreateNotebookInstanceInput

SetKmsKeyId sets the KmsKeyId field's value.

func (*CreateNotebookInstanceInput) SetLifecycleConfigName added in v1.13.15 

func (s *CreateNotebookInstanceInput) SetLifecycleConfigName(v string) *CreateNotebookInstanceInput

SetLifecycleConfigName sets the LifecycleConfigName field's value.

func (*CreateNotebookInstanceInput) SetNotebookInstanceName 

func (s *CreateNotebookInstanceInput) SetNotebookInstanceName(v string) *CreateNotebookInstanceInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*CreateNotebookInstanceInput) SetRoleArn 

func (s *CreateNotebookInstanceInput) SetRoleArn(v string) *CreateNotebookInstanceInput

SetRoleArn sets the RoleArn field's value.

func (*CreateNotebookInstanceInput) SetSecurityGroupIds 

func (s *CreateNotebookInstanceInput) SetSecurityGroupIds(v []*string) *CreateNotebookInstanceInput

SetSecurityGroupIds sets the SecurityGroupIds field's value.

func (*CreateNotebookInstanceInput) SetSubnetId 

func (s *CreateNotebookInstanceInput) SetSubnetId(v string) *CreateNotebookInstanceInput

SetSubnetId sets the SubnetId field's value.

func (*CreateNotebookInstanceInput) SetTags 

func (s *CreateNotebookInstanceInput) SetTags(v []*Tag) *CreateNotebookInstanceInput

SetTags sets the Tags field's value.

func (*CreateNotebookInstanceInput) SetVolumeSizeInGB added in v1.15.64 

func (s *CreateNotebookInstanceInput) SetVolumeSizeInGB(v int64) *CreateNotebookInstanceInput

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (CreateNotebookInstanceInput) String 

func (s CreateNotebookInstanceInput) String() string

String returns the string representation

func (*CreateNotebookInstanceInput) Validate 

func (s *CreateNotebookInstanceInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateNotebookInstanceLifecycleConfigInput added in v1.13.15 

type CreateNotebookInstanceLifecycleConfigInput struct {

	// The name of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`

	// A shell script that runs only once, when you create a notebook instance.
	// The shell script must be a base64-encoded string.
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// A shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance. The shell script must be a base64-encoded
	// string.
	OnStart []*NotebookInstanceLifecycleHook `type:"list"`
	// contains filtered or unexported fields
}

func (CreateNotebookInstanceLifecycleConfigInput) GoString added in v1.13.15 

func (s CreateNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *CreateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *CreateNotebookInstanceLifecycleConfigInput

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*CreateNotebookInstanceLifecycleConfigInput) SetOnCreate added in v1.13.15 

func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput

SetOnCreate sets the OnCreate field's value.

func (*CreateNotebookInstanceLifecycleConfigInput) SetOnStart added in v1.13.15 

func (s *CreateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *CreateNotebookInstanceLifecycleConfigInput

SetOnStart sets the OnStart field's value.

func (CreateNotebookInstanceLifecycleConfigInput) String added in v1.13.15 

func (s CreateNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*CreateNotebookInstanceLifecycleConfigInput) Validate added in v1.13.15 

func (s *CreateNotebookInstanceLifecycleConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateNotebookInstanceLifecycleConfigOutput added in v1.13.15 

type CreateNotebookInstanceLifecycleConfigOutput struct {

	// The Amazon Resource Name (ARN) of the lifecycle configuration.
	NotebookInstanceLifecycleConfigArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateNotebookInstanceLifecycleConfigOutput) GoString added in v1.13.15 

func (s CreateNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn added in v1.13.15 

func (s *CreateNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *CreateNotebookInstanceLifecycleConfigOutput

SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.

func (CreateNotebookInstanceLifecycleConfigOutput) String added in v1.13.15 

func (s CreateNotebookInstanceLifecycleConfigOutput) String() string

String returns the string representation

type CreateNotebookInstanceOutput 

type CreateNotebookInstanceOutput struct {

	// The Amazon Resource Name (ARN) of the notebook instance.
	NotebookInstanceArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateNotebookInstanceOutput) GoString 

func (s CreateNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (*CreateNotebookInstanceOutput) SetNotebookInstanceArn 

func (s *CreateNotebookInstanceOutput) SetNotebookInstanceArn(v string) *CreateNotebookInstanceOutput

SetNotebookInstanceArn sets the NotebookInstanceArn field's value.

func (CreateNotebookInstanceOutput) String 

func (s CreateNotebookInstanceOutput) String() string

String returns the string representation

type CreatePresignedNotebookInstanceUrlInput 

type CreatePresignedNotebookInstanceUrlInput struct {

	// The name of the notebook instance.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// The duration of the session, in seconds. The default is 12 hours.
	SessionExpirationDurationInSeconds *int64 `min:"1800" type:"integer"`
	// contains filtered or unexported fields
}

func (CreatePresignedNotebookInstanceUrlInput) GoString 

func (s CreatePresignedNotebookInstanceUrlInput) GoString() string

GoString returns the string representation

func (*CreatePresignedNotebookInstanceUrlInput) SetNotebookInstanceName 

func (s *CreatePresignedNotebookInstanceUrlInput) SetNotebookInstanceName(v string) *CreatePresignedNotebookInstanceUrlInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*CreatePresignedNotebookInstanceUrlInput) SetSessionExpirationDurationInSeconds 

func (s *CreatePresignedNotebookInstanceUrlInput) SetSessionExpirationDurationInSeconds(v int64) *CreatePresignedNotebookInstanceUrlInput

SetSessionExpirationDurationInSeconds sets the SessionExpirationDurationInSeconds field's value.

func (CreatePresignedNotebookInstanceUrlInput) String 

func (s CreatePresignedNotebookInstanceUrlInput) String() string

String returns the string representation

func (*CreatePresignedNotebookInstanceUrlInput) Validate 

func (s *CreatePresignedNotebookInstanceUrlInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreatePresignedNotebookInstanceUrlOutput 

type CreatePresignedNotebookInstanceUrlOutput struct {

	// A JSON object that contains the URL string.
	AuthorizedUrl *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreatePresignedNotebookInstanceUrlOutput) GoString 

func (s CreatePresignedNotebookInstanceUrlOutput) GoString() string

GoString returns the string representation

func (*CreatePresignedNotebookInstanceUrlOutput) SetAuthorizedUrl 

func (s *CreatePresignedNotebookInstanceUrlOutput) SetAuthorizedUrl(v string) *CreatePresignedNotebookInstanceUrlOutput

SetAuthorizedUrl sets the AuthorizedUrl field's value.

func (CreatePresignedNotebookInstanceUrlOutput) String 

func (s CreatePresignedNotebookInstanceUrlOutput) String() string

String returns the string representation

type CreateTrainingJobInput 

type CreateTrainingJobInput struct {

	// The registry path of the Docker image that contains the training algorithm
	// and algorithm-specific metadata, including the input mode. For more information
	// about algorithms provided by Amazon SageMaker, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	// For information about providing your own algorithms, see Using Your Own Algorithms
	// with Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

	// Isolates the training container. No inbound or outbound network calls can
	// be made, except for calls between peers within a training cluster for distributed
	// training. If network isolation is used for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specifed VPC, but the training container does not have
	// network access.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// Algorithm-specific parameters that influence the quality of the model. You
	// set hyperparameters before you start the learning process. For a list of
	// hyperparameters for each training algorithm provided by Amazon SageMaker,
	// see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	//
	// You can specify a maximum of 100 hyperparameters. Each hyperparameter is
	// a key-value pair. Each key and value is limited to 256 characters, as specified
	// by the Length Constraint.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects. Each channel is a named input source. InputDataConfig
	// describes the input data and its location.
	//
	// Algorithms can accept input data from one or more channels. For example,
	// an algorithm might have two channels of input data, training_data and validation_data.
	// The configuration for each channel provides the S3 location where the input
	// data is stored. It also provides information about the stored data: the MIME
	// type, compression method, and whether the data is wrapped in RecordIO format.
	//
	// Depending on the input mode that the algorithm supports, Amazon SageMaker
	// either copies input data files from an S3 bucket to a local directory in
	// the Docker container, or makes it available as input streams.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// Specifies the path to the S3 bucket where you want to store model artifacts.
	// Amazon SageMaker creates subfolders for the artifacts.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// The resources, including the ML compute instances and ML storage volumes,
	// to use for model training.
	//
	// ML storage volumes store model artifacts and incremental states. Training
	// algorithms might also use ML storage volumes for scratch space. If you want
	// Amazon SageMaker to use the ML storage volume to store the training data,
	// choose File as the TrainingInputMode in the algorithm specification. For
	// distributed training algorithms, specify an instance count greater than 1.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes
	// to perform tasks on your behalf.
	//
	// During model training, Amazon SageMaker needs your permission to read input
	// data from an S3 bucket, download a Docker image that contains training code,
	// write model artifacts to an S3 bucket, write logs to Amazon CloudWatch Logs,
	// and publish metrics to Amazon CloudWatch. You grant permissions for all of
	// these tasks to an IAM role. For more information, see Amazon SageMaker Roles
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Sets a duration for training. Use this parameter to cap model training costs.
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms might use this 120-second
	// window to save the model artifacts.
	//
	// When Amazon SageMaker terminates a job because the stopping condition has
	// been met, training algorithms provided by Amazon SageMaker save the intermediate
	// results of the job. This intermediate data is a valid model artifact. You
	// can use it to create a model using the CreateModel API.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// The name of the training job. The name must be unique within an AWS Region
	// in an AWS account.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// A VpcConfig object that specifies the VPC that you want your training job
	// to connect to. Control access to and from your training container by configuring
	// the VPC. For more information, see Protect Training Jobs by Using an Amazon
	// Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

func (CreateTrainingJobInput) GoString 

func (s CreateTrainingJobInput) GoString() string

GoString returns the string representation

func (*CreateTrainingJobInput) SetAlgorithmSpecification 

func (s *CreateTrainingJobInput) SetAlgorithmSpecification(v *AlgorithmSpecification) *CreateTrainingJobInput

SetAlgorithmSpecification sets the AlgorithmSpecification field's value.

func (*CreateTrainingJobInput) SetEnableNetworkIsolation added in v1.15.86 

func (s *CreateTrainingJobInput) SetEnableNetworkIsolation(v bool) *CreateTrainingJobInput

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*CreateTrainingJobInput) SetHyperParameters 

func (s *CreateTrainingJobInput) SetHyperParameters(v map[string]*string) *CreateTrainingJobInput

SetHyperParameters sets the HyperParameters field's value.

func (*CreateTrainingJobInput) SetInputDataConfig 

func (s *CreateTrainingJobInput) SetInputDataConfig(v []*Channel) *CreateTrainingJobInput

SetInputDataConfig sets the InputDataConfig field's value.

func (*CreateTrainingJobInput) SetOutputDataConfig 

func (s *CreateTrainingJobInput) SetOutputDataConfig(v *OutputDataConfig) *CreateTrainingJobInput

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*CreateTrainingJobInput) SetResourceConfig 

func (s *CreateTrainingJobInput) SetResourceConfig(v *ResourceConfig) *CreateTrainingJobInput

SetResourceConfig sets the ResourceConfig field's value.

func (*CreateTrainingJobInput) SetRoleArn 

func (s *CreateTrainingJobInput) SetRoleArn(v string) *CreateTrainingJobInput

SetRoleArn sets the RoleArn field's value.

func (*CreateTrainingJobInput) SetStoppingCondition 

func (s *CreateTrainingJobInput) SetStoppingCondition(v *StoppingCondition) *CreateTrainingJobInput

SetStoppingCondition sets the StoppingCondition field's value.

func (*CreateTrainingJobInput) SetTags 

func (s *CreateTrainingJobInput) SetTags(v []*Tag) *CreateTrainingJobInput

SetTags sets the Tags field's value.

func (*CreateTrainingJobInput) SetTrainingJobName 

func (s *CreateTrainingJobInput) SetTrainingJobName(v string) *CreateTrainingJobInput

SetTrainingJobName sets the TrainingJobName field's value.

func (*CreateTrainingJobInput) SetVpcConfig added in v1.13.39 

func (s *CreateTrainingJobInput) SetVpcConfig(v *VpcConfig) *CreateTrainingJobInput

SetVpcConfig sets the VpcConfig field's value.

func (CreateTrainingJobInput) String 

func (s CreateTrainingJobInput) String() string

String returns the string representation

func (*CreateTrainingJobInput) Validate 

func (s *CreateTrainingJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateTrainingJobOutput 

type CreateTrainingJobOutput struct {

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateTrainingJobOutput) GoString 

func (s CreateTrainingJobOutput) GoString() string

GoString returns the string representation

func (*CreateTrainingJobOutput) SetTrainingJobArn 

func (s *CreateTrainingJobOutput) SetTrainingJobArn(v string) *CreateTrainingJobOutput

SetTrainingJobArn sets the TrainingJobArn field's value.

func (CreateTrainingJobOutput) String 

func (s CreateTrainingJobOutput) String() string

String returns the string representation

type CreateTransformJobInput added in v1.14.28 

type CreateTransformJobInput struct {

	// Determines the number of records included in a single mini-batch. SingleRecord
	// means only one record is used per mini-batch. MultiRecord means a mini-batch
	// is set to contain as many records that can fit within the MaxPayloadInMB
	// limit.
	//
	// Batch transform will automatically split your input data into whatever payload
	// size is specified if you set SplitType to Line and BatchStrategy to MultiRecord.
	// There's no need to split the dataset into smaller files or to use larger
	// payload sizes unless the records in your dataset are very large.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// The environment variables to set in the Docker container. We support up to
	// 16 key and values entries in the map.
	Environment map[string]*string `type:"map"`

	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. This is good for algorithms that implement multiple workers
	// on larger instances . The default value is 1. To allow Amazon SageMaker to
	// determine the appropriate number for MaxConcurrentTransforms, set the value
	// to 0.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum payload size allowed, in MB. A payload is the data portion of
	// a record (without metadata). The value in MaxPayloadInMB must be greater
	// or equal to the size of a single record. You can approximate the size of
	// a record by dividing the size of your dataset by the number of records. Then
	// multiply this value by the number of records you want in a mini-batch. We
	// recommend to enter a slightly larger value than this to ensure the records
	// fit within the maximum payload size. The default value is 6 MB.
	//
	// For cases where the payload might be arbitrarily large and is transmitted
	// using HTTP chunked encoding, set the value to 0. This feature only works
	// in supported algorithms. Currently, Amazon SageMaker built-in algorithms
	// do not support this feature.
	MaxPayloadInMB *int64 `type:"integer"`

	// The name of the model that you want to use for the transform job. ModelName
	// must be the name of an existing Amazon SageMaker model within an AWS Region
	// in an AWS account.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// An array of key-value pairs. Adding tags is optional. For more information,
	// see Using Cost Allocation Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// Describes the input source and the way the transform job consumes it.
	//
	// TransformInput is a required field
	TransformInput *TransformInput `type:"structure" required:"true"`

	// The name of the transform job. The name must be unique within an AWS Region
	// in an AWS account.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`

	// Describes the results of the transform job.
	//
	// TransformOutput is a required field
	TransformOutput *TransformOutput `type:"structure" required:"true"`

	// Describes the resources, including ML instance types and ML instance count,
	// to use for the transform job.
	//
	// TransformResources is a required field
	TransformResources *TransformResources `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (CreateTransformJobInput) GoString added in v1.14.28 

func (s CreateTransformJobInput) GoString() string

GoString returns the string representation

func (*CreateTransformJobInput) SetBatchStrategy added in v1.14.28 

func (s *CreateTransformJobInput) SetBatchStrategy(v string) *CreateTransformJobInput

SetBatchStrategy sets the BatchStrategy field's value.

func (*CreateTransformJobInput) SetEnvironment added in v1.14.28 

func (s *CreateTransformJobInput) SetEnvironment(v map[string]*string) *CreateTransformJobInput

SetEnvironment sets the Environment field's value.

func (*CreateTransformJobInput) SetMaxConcurrentTransforms added in v1.14.28 

func (s *CreateTransformJobInput) SetMaxConcurrentTransforms(v int64) *CreateTransformJobInput

SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.

func (*CreateTransformJobInput) SetMaxPayloadInMB added in v1.14.28 

func (s *CreateTransformJobInput) SetMaxPayloadInMB(v int64) *CreateTransformJobInput

SetMaxPayloadInMB sets the MaxPayloadInMB field's value.

func (*CreateTransformJobInput) SetModelName added in v1.14.28 

func (s *CreateTransformJobInput) SetModelName(v string) *CreateTransformJobInput

SetModelName sets the ModelName field's value.

func (*CreateTransformJobInput) SetTags added in v1.14.28 

func (s *CreateTransformJobInput) SetTags(v []*Tag) *CreateTransformJobInput

SetTags sets the Tags field's value.

func (*CreateTransformJobInput) SetTransformInput added in v1.14.28 

func (s *CreateTransformJobInput) SetTransformInput(v *TransformInput) *CreateTransformJobInput

SetTransformInput sets the TransformInput field's value.

func (*CreateTransformJobInput) SetTransformJobName added in v1.14.28 

func (s *CreateTransformJobInput) SetTransformJobName(v string) *CreateTransformJobInput

SetTransformJobName sets the TransformJobName field's value.

func (*CreateTransformJobInput) SetTransformOutput added in v1.14.28 

func (s *CreateTransformJobInput) SetTransformOutput(v *TransformOutput) *CreateTransformJobInput

SetTransformOutput sets the TransformOutput field's value.

func (*CreateTransformJobInput) SetTransformResources added in v1.14.28 

func (s *CreateTransformJobInput) SetTransformResources(v *TransformResources) *CreateTransformJobInput

SetTransformResources sets the TransformResources field's value.

func (CreateTransformJobInput) String added in v1.14.28 

func (s CreateTransformJobInput) String() string

String returns the string representation

func (*CreateTransformJobInput) Validate added in v1.14.28 

func (s *CreateTransformJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateTransformJobOutput added in v1.14.28 

type CreateTransformJobOutput struct {

	// The Amazon Resource Name (ARN) of the transform job.
	//
	// TransformJobArn is a required field
	TransformJobArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateTransformJobOutput) GoString added in v1.14.28 

func (s CreateTransformJobOutput) GoString() string

GoString returns the string representation

func (*CreateTransformJobOutput) SetTransformJobArn added in v1.14.28 

func (s *CreateTransformJobOutput) SetTransformJobArn(v string) *CreateTransformJobOutput

SetTransformJobArn sets the TransformJobArn field's value.

func (CreateTransformJobOutput) String added in v1.14.28 

func (s CreateTransformJobOutput) String() string

String returns the string representation

type CreateWorkteamInput added in v1.15.86 

type CreateWorkteamInput struct {

	// A description of the work team.
	//
	// Description is a required field
	Description *string `min:"1" type:"string" required:"true"`

	// A list of MemberDefinition objects that contains objects that identify the
	// Amazon Cognito user pool that makes up the work team. For more information,
	// see Amazon Cognito User Pools (http://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).
	//
	// All of the CognitoMemberDefinition objects that make up the member definition
	// must have the same ClientId and UserPool values.
	//
	// MemberDefinitions is a required field
	MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"`

	Tags []*Tag `type:"list"`

	// The name of the work team. Use this name to identify the work team.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateWorkteamInput) GoString added in v1.15.86 

func (s CreateWorkteamInput) GoString() string

GoString returns the string representation

func (*CreateWorkteamInput) SetDescription added in v1.15.86 

func (s *CreateWorkteamInput) SetDescription(v string) *CreateWorkteamInput

SetDescription sets the Description field's value.

func (*CreateWorkteamInput) SetMemberDefinitions added in v1.15.86 

func (s *CreateWorkteamInput) SetMemberDefinitions(v []*MemberDefinition) *CreateWorkteamInput

SetMemberDefinitions sets the MemberDefinitions field's value.

func (*CreateWorkteamInput) SetTags added in v1.15.86 

func (s *CreateWorkteamInput) SetTags(v []*Tag) *CreateWorkteamInput

SetTags sets the Tags field's value.

func (*CreateWorkteamInput) SetWorkteamName added in v1.15.86 

func (s *CreateWorkteamInput) SetWorkteamName(v string) *CreateWorkteamInput

SetWorkteamName sets the WorkteamName field's value.

func (CreateWorkteamInput) String added in v1.15.86 

func (s CreateWorkteamInput) String() string

String returns the string representation

func (*CreateWorkteamInput) Validate added in v1.15.86 

func (s *CreateWorkteamInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type CreateWorkteamOutput added in v1.15.86 

type CreateWorkteamOutput struct {

	// The Amazon Resource Name (ARN) of the work team. You can use this ARN to
	// identify the work team.
	WorkteamArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateWorkteamOutput) GoString added in v1.15.86 

func (s CreateWorkteamOutput) GoString() string

GoString returns the string representation

func (*CreateWorkteamOutput) SetWorkteamArn added in v1.15.86 

func (s *CreateWorkteamOutput) SetWorkteamArn(v string) *CreateWorkteamOutput

SetWorkteamArn sets the WorkteamArn field's value.

func (CreateWorkteamOutput) String added in v1.15.86 

func (s CreateWorkteamOutput) String() string

String returns the string representation

type DataSource 

type DataSource struct {

	// The S3 location of the data source that is associated with a channel.
	//
	// S3DataSource is a required field
	S3DataSource *S3DataSource `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Describes the location of the channel data.

func (DataSource) GoString 

func (s DataSource) GoString() string

GoString returns the string representation

func (*DataSource) SetS3DataSource 

func (s *DataSource) SetS3DataSource(v *S3DataSource) *DataSource

SetS3DataSource sets the S3DataSource field's value.

func (DataSource) String 

func (s DataSource) String() string

String returns the string representation

func (*DataSource) Validate 

func (s *DataSource) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteAlgorithmInput added in v1.15.86 

type DeleteAlgorithmInput struct {

	// The name of the algorithm to delete.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteAlgorithmInput) GoString added in v1.15.86 

func (s DeleteAlgorithmInput) GoString() string

GoString returns the string representation

func (*DeleteAlgorithmInput) SetAlgorithmName added in v1.15.86 

func (s *DeleteAlgorithmInput) SetAlgorithmName(v string) *DeleteAlgorithmInput

SetAlgorithmName sets the AlgorithmName field's value.

func (DeleteAlgorithmInput) String added in v1.15.86 

func (s DeleteAlgorithmInput) String() string

String returns the string representation

func (*DeleteAlgorithmInput) Validate added in v1.15.86 

func (s *DeleteAlgorithmInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteAlgorithmOutput added in v1.15.86 

type DeleteAlgorithmOutput struct {
	// contains filtered or unexported fields
}

func (DeleteAlgorithmOutput) GoString added in v1.15.86 

func (s DeleteAlgorithmOutput) GoString() string

GoString returns the string representation

func (DeleteAlgorithmOutput) String added in v1.15.86 

func (s DeleteAlgorithmOutput) String() string

String returns the string representation

type DeleteCodeRepositoryInput added in v1.15.86 

type DeleteCodeRepositoryInput struct {

	// The name of the git repository to delete.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteCodeRepositoryInput) GoString added in v1.15.86 

func (s DeleteCodeRepositoryInput) GoString() string

GoString returns the string representation

func (*DeleteCodeRepositoryInput) SetCodeRepositoryName added in v1.15.86 

func (s *DeleteCodeRepositoryInput) SetCodeRepositoryName(v string) *DeleteCodeRepositoryInput

SetCodeRepositoryName sets the CodeRepositoryName field's value.

func (DeleteCodeRepositoryInput) String added in v1.15.86 

func (s DeleteCodeRepositoryInput) String() string

String returns the string representation

func (*DeleteCodeRepositoryInput) Validate added in v1.15.86 

func (s *DeleteCodeRepositoryInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteCodeRepositoryOutput added in v1.15.86 

type DeleteCodeRepositoryOutput struct {
	// contains filtered or unexported fields
}

func (DeleteCodeRepositoryOutput) GoString added in v1.15.86 

func (s DeleteCodeRepositoryOutput) GoString() string

GoString returns the string representation

func (DeleteCodeRepositoryOutput) String added in v1.15.86 

func (s DeleteCodeRepositoryOutput) String() string

String returns the string representation

type DeleteEndpointConfigInput 

type DeleteEndpointConfigInput struct {

	// The name of the endpoint configuration that you want to delete.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteEndpointConfigInput) GoString 

func (s DeleteEndpointConfigInput) GoString() string

GoString returns the string representation

func (*DeleteEndpointConfigInput) SetEndpointConfigName 

func (s *DeleteEndpointConfigInput) SetEndpointConfigName(v string) *DeleteEndpointConfigInput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (DeleteEndpointConfigInput) String 

func (s DeleteEndpointConfigInput) String() string

String returns the string representation

func (*DeleteEndpointConfigInput) Validate 

func (s *DeleteEndpointConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteEndpointConfigOutput 

type DeleteEndpointConfigOutput struct {
	// contains filtered or unexported fields
}

func (DeleteEndpointConfigOutput) GoString 

func (s DeleteEndpointConfigOutput) GoString() string

GoString returns the string representation

func (DeleteEndpointConfigOutput) String 

func (s DeleteEndpointConfigOutput) String() string

String returns the string representation

type DeleteEndpointInput 

type DeleteEndpointInput struct {

	// The name of the endpoint that you want to delete.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteEndpointInput) GoString 

func (s DeleteEndpointInput) GoString() string

GoString returns the string representation

func (*DeleteEndpointInput) SetEndpointName 

func (s *DeleteEndpointInput) SetEndpointName(v string) *DeleteEndpointInput

SetEndpointName sets the EndpointName field's value.

func (DeleteEndpointInput) String 

func (s DeleteEndpointInput) String() string

String returns the string representation

func (*DeleteEndpointInput) Validate 

func (s *DeleteEndpointInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteEndpointOutput 

type DeleteEndpointOutput struct {
	// contains filtered or unexported fields
}

func (DeleteEndpointOutput) GoString 

func (s DeleteEndpointOutput) GoString() string

GoString returns the string representation

func (DeleteEndpointOutput) String 

func (s DeleteEndpointOutput) String() string

String returns the string representation

type DeleteModelInput 

type DeleteModelInput struct {

	// The name of the model to delete.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteModelInput) GoString 

func (s DeleteModelInput) GoString() string

GoString returns the string representation

func (*DeleteModelInput) SetModelName 

func (s *DeleteModelInput) SetModelName(v string) *DeleteModelInput

SetModelName sets the ModelName field's value.

func (DeleteModelInput) String 

func (s DeleteModelInput) String() string

String returns the string representation

func (*DeleteModelInput) Validate 

func (s *DeleteModelInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteModelOutput 

type DeleteModelOutput struct {
	// contains filtered or unexported fields
}

func (DeleteModelOutput) GoString 

func (s DeleteModelOutput) GoString() string

GoString returns the string representation

func (DeleteModelOutput) String 

func (s DeleteModelOutput) String() string

String returns the string representation

type DeleteModelPackageInput added in v1.15.86 

type DeleteModelPackageInput struct {

	// The name of the model package. The name must have 1 to 63 characters. Valid
	// characters are a-z, A-Z, 0-9, and - (hyphen).
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteModelPackageInput) GoString added in v1.15.86 

func (s DeleteModelPackageInput) GoString() string

GoString returns the string representation

func (*DeleteModelPackageInput) SetModelPackageName added in v1.15.86 

func (s *DeleteModelPackageInput) SetModelPackageName(v string) *DeleteModelPackageInput

SetModelPackageName sets the ModelPackageName field's value.

func (DeleteModelPackageInput) String added in v1.15.86 

func (s DeleteModelPackageInput) String() string

String returns the string representation

func (*DeleteModelPackageInput) Validate added in v1.15.86 

func (s *DeleteModelPackageInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteModelPackageOutput added in v1.15.86 

type DeleteModelPackageOutput struct {
	// contains filtered or unexported fields
}

func (DeleteModelPackageOutput) GoString added in v1.15.86 

func (s DeleteModelPackageOutput) GoString() string

GoString returns the string representation

func (DeleteModelPackageOutput) String added in v1.15.86 

func (s DeleteModelPackageOutput) String() string

String returns the string representation

type DeleteNotebookInstanceInput 

type DeleteNotebookInstanceInput struct {

	// The name of the Amazon SageMaker notebook instance to delete.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteNotebookInstanceInput) GoString 

func (s DeleteNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*DeleteNotebookInstanceInput) SetNotebookInstanceName 

func (s *DeleteNotebookInstanceInput) SetNotebookInstanceName(v string) *DeleteNotebookInstanceInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (DeleteNotebookInstanceInput) String 

func (s DeleteNotebookInstanceInput) String() string

String returns the string representation

func (*DeleteNotebookInstanceInput) Validate 

func (s *DeleteNotebookInstanceInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteNotebookInstanceLifecycleConfigInput added in v1.13.15 

type DeleteNotebookInstanceLifecycleConfigInput struct {

	// The name of the lifecycle configuration to delete.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteNotebookInstanceLifecycleConfigInput) GoString added in v1.13.15 

func (s DeleteNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*DeleteNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *DeleteNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DeleteNotebookInstanceLifecycleConfigInput

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (DeleteNotebookInstanceLifecycleConfigInput) String added in v1.13.15 

func (s DeleteNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*DeleteNotebookInstanceLifecycleConfigInput) Validate added in v1.13.15 

func (s *DeleteNotebookInstanceLifecycleConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteNotebookInstanceLifecycleConfigOutput added in v1.13.15 

type DeleteNotebookInstanceLifecycleConfigOutput struct {
	// contains filtered or unexported fields
}

func (DeleteNotebookInstanceLifecycleConfigOutput) GoString added in v1.13.15 

func (s DeleteNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (DeleteNotebookInstanceLifecycleConfigOutput) String added in v1.13.15 

func (s DeleteNotebookInstanceLifecycleConfigOutput) String() string

String returns the string representation

type DeleteNotebookInstanceOutput 

type DeleteNotebookInstanceOutput struct {
	// contains filtered or unexported fields
}

func (DeleteNotebookInstanceOutput) GoString 

func (s DeleteNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (DeleteNotebookInstanceOutput) String 

func (s DeleteNotebookInstanceOutput) String() string

String returns the string representation

type DeleteTagsInput 

type DeleteTagsInput struct {

	// The Amazon Resource Name (ARN) of the resource whose tags you want to delete.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`

	// An array or one or more tag keys to delete.
	//
	// TagKeys is a required field
	TagKeys []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteTagsInput) GoString 

func (s DeleteTagsInput) GoString() string

GoString returns the string representation

func (*DeleteTagsInput) SetResourceArn 

func (s *DeleteTagsInput) SetResourceArn(v string) *DeleteTagsInput

SetResourceArn sets the ResourceArn field's value.

func (*DeleteTagsInput) SetTagKeys 

func (s *DeleteTagsInput) SetTagKeys(v []*string) *DeleteTagsInput

SetTagKeys sets the TagKeys field's value.

func (DeleteTagsInput) String 

func (s DeleteTagsInput) String() string

String returns the string representation

func (*DeleteTagsInput) Validate 

func (s *DeleteTagsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteTagsOutput 

type DeleteTagsOutput struct {
	// contains filtered or unexported fields
}

func (DeleteTagsOutput) GoString 

func (s DeleteTagsOutput) GoString() string

GoString returns the string representation

func (DeleteTagsOutput) String 

func (s DeleteTagsOutput) String() string

String returns the string representation

type DeleteWorkteamInput added in v1.15.86 

type DeleteWorkteamInput struct {

	// The name of the work team to delete.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteWorkteamInput) GoString added in v1.15.86 

func (s DeleteWorkteamInput) GoString() string

GoString returns the string representation

func (*DeleteWorkteamInput) SetWorkteamName added in v1.15.86 

func (s *DeleteWorkteamInput) SetWorkteamName(v string) *DeleteWorkteamInput

SetWorkteamName sets the WorkteamName field's value.

func (DeleteWorkteamInput) String added in v1.15.86 

func (s DeleteWorkteamInput) String() string

String returns the string representation

func (*DeleteWorkteamInput) Validate added in v1.15.86 

func (s *DeleteWorkteamInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DeleteWorkteamOutput added in v1.15.86 

type DeleteWorkteamOutput struct {

	// Returns true if the work team was successfully deleted; otherwise, returns
	// false.
	//
	// Success is a required field
	Success *bool `type:"boolean" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteWorkteamOutput) GoString added in v1.15.86 

func (s DeleteWorkteamOutput) GoString() string

GoString returns the string representation

func (*DeleteWorkteamOutput) SetSuccess added in v1.15.86 

func (s *DeleteWorkteamOutput) SetSuccess(v bool) *DeleteWorkteamOutput

SetSuccess sets the Success field's value.

func (DeleteWorkteamOutput) String added in v1.15.86 

func (s DeleteWorkteamOutput) String() string

String returns the string representation

type DeployedImage added in v1.14.20 

type DeployedImage struct {

	// The date and time when the image path for the model resolved to the ResolvedImage
	ResolutionTime *time.Time `type:"timestamp"`

	// The specific digest path of the image hosted in this ProductionVariant.
	ResolvedImage *string `type:"string"`

	// The image path you specified when you created the model.
	SpecifiedImage *string `type:"string"`
	// contains filtered or unexported fields
}

Gets the Amazon EC2 Container Registry path of the docker image of the model that is hosted in this ProductionVariant.

If you used the registry/repository[:tag] form to specify the image path of the primary container when you created the model hosted in this ProductionVariant, the path resolves to a path of the form registry/repository[@digest]. A digest is a hash value that identifies a specific version of an image. For information about Amazon ECR paths, see Pulling an Image (http://docs.aws.amazon.com//AmazonECR/latest/userguide/docker-pull-ecr-image.html) in the Amazon ECR User Guide.

func (DeployedImage) GoString added in v1.14.20 

func (s DeployedImage) GoString() string

GoString returns the string representation

func (*DeployedImage) SetResolutionTime added in v1.14.20 

func (s *DeployedImage) SetResolutionTime(v time.Time) *DeployedImage

SetResolutionTime sets the ResolutionTime field's value.

func (*DeployedImage) SetResolvedImage added in v1.14.20 

func (s *DeployedImage) SetResolvedImage(v string) *DeployedImage

SetResolvedImage sets the ResolvedImage field's value.

func (*DeployedImage) SetSpecifiedImage added in v1.14.20 

func (s *DeployedImage) SetSpecifiedImage(v string) *DeployedImage

SetSpecifiedImage sets the SpecifiedImage field's value.

func (DeployedImage) String added in v1.14.20 

func (s DeployedImage) String() string

String returns the string representation

type DescribeAlgorithmInput added in v1.15.86 

type DescribeAlgorithmInput struct {

	// The name of the algorithm to describe.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeAlgorithmInput) GoString added in v1.15.86 

func (s DescribeAlgorithmInput) GoString() string

GoString returns the string representation

func (*DescribeAlgorithmInput) SetAlgorithmName added in v1.15.86 

func (s *DescribeAlgorithmInput) SetAlgorithmName(v string) *DescribeAlgorithmInput

SetAlgorithmName sets the AlgorithmName field's value.

func (DescribeAlgorithmInput) String added in v1.15.86 

func (s DescribeAlgorithmInput) String() string

String returns the string representation

func (*DescribeAlgorithmInput) Validate added in v1.15.86 

func (s *DescribeAlgorithmInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeAlgorithmOutput added in v1.15.86 

type DescribeAlgorithmOutput struct {

	// The Amazon Resource Name (ARN) of the algorithm.>
	//
	// AlgorithmArn is a required field
	AlgorithmArn *string `min:"1" type:"string" required:"true"`

	// A brief summary about the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm being described.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// The current status of the algorithm.
	//
	// AlgorithmStatus is a required field
	AlgorithmStatus *string `type:"string" required:"true" enum:"AlgorithmStatus"`

	// Details about the current status of the algorithm.
	//
	// AlgorithmStatusDetails is a required field
	AlgorithmStatusDetails *AlgorithmStatusDetails `type:"structure" required:"true"`

	// Whether the algorithm is certified to be listed in AWS Marektplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// A timestamp specifying when the algorithm was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Details about inference jobs that the algorithm runs.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// The product identifier of the algorithm.
	ProductId *string `type:"string"`

	// Details about training jobs run by this algorithm.
	//
	// TrainingSpecification is a required field
	TrainingSpecification *TrainingSpecification `type:"structure" required:"true"`

	// Details about configurations for one or more training jobs that Amazon SageMaker
	// runs to test the algorithm.
	ValidationSpecification *AlgorithmValidationSpecification `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeAlgorithmOutput) GoString added in v1.15.86 

func (s DescribeAlgorithmOutput) GoString() string

GoString returns the string representation

func (*DescribeAlgorithmOutput) SetAlgorithmArn added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetAlgorithmArn(v string) *DescribeAlgorithmOutput

SetAlgorithmArn sets the AlgorithmArn field's value.

func (*DescribeAlgorithmOutput) SetAlgorithmDescription added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetAlgorithmDescription(v string) *DescribeAlgorithmOutput

SetAlgorithmDescription sets the AlgorithmDescription field's value.

func (*DescribeAlgorithmOutput) SetAlgorithmName added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetAlgorithmName(v string) *DescribeAlgorithmOutput

SetAlgorithmName sets the AlgorithmName field's value.

func (*DescribeAlgorithmOutput) SetAlgorithmStatus added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetAlgorithmStatus(v string) *DescribeAlgorithmOutput

SetAlgorithmStatus sets the AlgorithmStatus field's value.

func (*DescribeAlgorithmOutput) SetAlgorithmStatusDetails added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetAlgorithmStatusDetails(v *AlgorithmStatusDetails) *DescribeAlgorithmOutput

SetAlgorithmStatusDetails sets the AlgorithmStatusDetails field's value.

func (*DescribeAlgorithmOutput) SetCertifyForMarketplace added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetCertifyForMarketplace(v bool) *DescribeAlgorithmOutput

SetCertifyForMarketplace sets the CertifyForMarketplace field's value.

func (*DescribeAlgorithmOutput) SetCreationTime added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetCreationTime(v time.Time) *DescribeAlgorithmOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeAlgorithmOutput) SetInferenceSpecification added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetInferenceSpecification(v *InferenceSpecification) *DescribeAlgorithmOutput

SetInferenceSpecification sets the InferenceSpecification field's value.

func (*DescribeAlgorithmOutput) SetProductId added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetProductId(v string) *DescribeAlgorithmOutput

SetProductId sets the ProductId field's value.

func (*DescribeAlgorithmOutput) SetTrainingSpecification added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetTrainingSpecification(v *TrainingSpecification) *DescribeAlgorithmOutput

SetTrainingSpecification sets the TrainingSpecification field's value.

func (*DescribeAlgorithmOutput) SetValidationSpecification added in v1.15.86 

func (s *DescribeAlgorithmOutput) SetValidationSpecification(v *AlgorithmValidationSpecification) *DescribeAlgorithmOutput

SetValidationSpecification sets the ValidationSpecification field's value.

func (DescribeAlgorithmOutput) String added in v1.15.86 

func (s DescribeAlgorithmOutput) String() string

String returns the string representation

type DescribeCodeRepositoryInput added in v1.15.86 

type DescribeCodeRepositoryInput struct {

	// The name of the git repository to describe.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeCodeRepositoryInput) GoString added in v1.15.86 

func (s DescribeCodeRepositoryInput) GoString() string

GoString returns the string representation

func (*DescribeCodeRepositoryInput) SetCodeRepositoryName added in v1.15.86 

func (s *DescribeCodeRepositoryInput) SetCodeRepositoryName(v string) *DescribeCodeRepositoryInput

SetCodeRepositoryName sets the CodeRepositoryName field's value.

func (DescribeCodeRepositoryInput) String added in v1.15.86 

func (s DescribeCodeRepositoryInput) String() string

String returns the string representation

func (*DescribeCodeRepositoryInput) Validate added in v1.15.86 

func (s *DescribeCodeRepositoryInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeCodeRepositoryOutput added in v1.15.86 

type DescribeCodeRepositoryOutput struct {

	// The Amazon Resource Name (ARN) of the git repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`

	// The name of the git repository.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// The date and time that the repository was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Configuration details about the repository, including the URL where the repository
	// is located, the default branch, and the Amazon Resource Name (ARN) of the
	// AWS Secrets Manager secret that contains the credentials used to access the
	// repository.
	GitConfig *GitConfig `type:"structure"`

	// The date and time that the repository was last changed.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeCodeRepositoryOutput) GoString added in v1.15.86 

func (s DescribeCodeRepositoryOutput) GoString() string

GoString returns the string representation

func (*DescribeCodeRepositoryOutput) SetCodeRepositoryArn added in v1.15.86 

func (s *DescribeCodeRepositoryOutput) SetCodeRepositoryArn(v string) *DescribeCodeRepositoryOutput

SetCodeRepositoryArn sets the CodeRepositoryArn field's value.

func (*DescribeCodeRepositoryOutput) SetCodeRepositoryName added in v1.15.86 

func (s *DescribeCodeRepositoryOutput) SetCodeRepositoryName(v string) *DescribeCodeRepositoryOutput

SetCodeRepositoryName sets the CodeRepositoryName field's value.

func (*DescribeCodeRepositoryOutput) SetCreationTime added in v1.15.86 

func (s *DescribeCodeRepositoryOutput) SetCreationTime(v time.Time) *DescribeCodeRepositoryOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeCodeRepositoryOutput) SetGitConfig added in v1.15.86 

func (s *DescribeCodeRepositoryOutput) SetGitConfig(v *GitConfig) *DescribeCodeRepositoryOutput

SetGitConfig sets the GitConfig field's value.

func (*DescribeCodeRepositoryOutput) SetLastModifiedTime added in v1.15.86 

func (s *DescribeCodeRepositoryOutput) SetLastModifiedTime(v time.Time) *DescribeCodeRepositoryOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (DescribeCodeRepositoryOutput) String added in v1.15.86 

func (s DescribeCodeRepositoryOutput) String() string

String returns the string representation

type DescribeCompilationJobInput added in v1.15.86 

type DescribeCompilationJobInput struct {

	// The name of the model compilation job that you want information about.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeCompilationJobInput) GoString added in v1.15.86 

func (s DescribeCompilationJobInput) GoString() string

GoString returns the string representation

func (*DescribeCompilationJobInput) SetCompilationJobName added in v1.15.86 

func (s *DescribeCompilationJobInput) SetCompilationJobName(v string) *DescribeCompilationJobInput

SetCompilationJobName sets the CompilationJobName field's value.

func (DescribeCompilationJobInput) String added in v1.15.86 

func (s DescribeCompilationJobInput) String() string

String returns the string representation

func (*DescribeCompilationJobInput) Validate added in v1.15.86 

func (s *DescribeCompilationJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeCompilationJobOutput added in v1.15.86 

type DescribeCompilationJobOutput struct {

	// The time when the model compilation job on a compilation job instance ended.
	// For a successful or stopped job, this is when the job's model artifacts have
	// finished uploading. For a failed job, this is when Amazon SageMaker detected
	// that the job failed.
	CompilationEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker assumes
	// to perform the model compilation job.
	//
	// CompilationJobArn is a required field
	CompilationJobArn *string `type:"string" required:"true"`

	// The name of the model compilation job.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`

	// The status of the model compilation job.
	//
	// CompilationJobStatus is a required field
	CompilationJobStatus *string `type:"string" required:"true" enum:"CompilationJobStatus"`

	// The time when the model compilation job started the CompilationJob instances.
	//
	// You are billed for the time between this timestamp and the timestamp in the
	// DescribeCompilationJobResponse$CompilationEndTime field. In Amazon CloudWatch
	// Logs, the start time might be later than this time. That's because it takes
	// time to download the compilation job, which depends on the size of the compilation
	// job container.
	CompilationStartTime *time.Time `type:"timestamp"`

	// The time that the model compilation job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If a model compilation job failed, the reason it failed.
	//
	// FailureReason is a required field
	FailureReason *string `type:"string" required:"true"`

	// Information about the location in Amazon S3 of the input model artifacts,
	// the name and shape of the expected data inputs, and the framework in which
	// the model was trained.
	//
	// InputConfig is a required field
	InputConfig *InputConfig `type:"structure" required:"true"`

	// The time that the status of the model compilation job was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// Information about the location in Amazon S3 that has been configured for
	// storing the model artifacts used in the compilation job.
	//
	// ModelArtifacts is a required field
	ModelArtifacts *ModelArtifacts `type:"structure" required:"true"`

	// Information about the output location for the compiled model and the target
	// device that the model runs on.
	//
	// OutputConfig is a required field
	OutputConfig *OutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the model compilation job.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// The duration allowed for model compilation.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeCompilationJobOutput) GoString added in v1.15.86 

func (s DescribeCompilationJobOutput) GoString() string

GoString returns the string representation

func (*DescribeCompilationJobOutput) SetCompilationEndTime added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetCompilationEndTime(v time.Time) *DescribeCompilationJobOutput

SetCompilationEndTime sets the CompilationEndTime field's value.

func (*DescribeCompilationJobOutput) SetCompilationJobArn added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetCompilationJobArn(v string) *DescribeCompilationJobOutput

SetCompilationJobArn sets the CompilationJobArn field's value.

func (*DescribeCompilationJobOutput) SetCompilationJobName added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetCompilationJobName(v string) *DescribeCompilationJobOutput

SetCompilationJobName sets the CompilationJobName field's value.

func (*DescribeCompilationJobOutput) SetCompilationJobStatus added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetCompilationJobStatus(v string) *DescribeCompilationJobOutput

SetCompilationJobStatus sets the CompilationJobStatus field's value.

func (*DescribeCompilationJobOutput) SetCompilationStartTime added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetCompilationStartTime(v time.Time) *DescribeCompilationJobOutput

SetCompilationStartTime sets the CompilationStartTime field's value.

func (*DescribeCompilationJobOutput) SetCreationTime added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetCreationTime(v time.Time) *DescribeCompilationJobOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeCompilationJobOutput) SetFailureReason added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetFailureReason(v string) *DescribeCompilationJobOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeCompilationJobOutput) SetInputConfig added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetInputConfig(v *InputConfig) *DescribeCompilationJobOutput

SetInputConfig sets the InputConfig field's value.

func (*DescribeCompilationJobOutput) SetLastModifiedTime added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetLastModifiedTime(v time.Time) *DescribeCompilationJobOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeCompilationJobOutput) SetModelArtifacts added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeCompilationJobOutput

SetModelArtifacts sets the ModelArtifacts field's value.

func (*DescribeCompilationJobOutput) SetOutputConfig added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetOutputConfig(v *OutputConfig) *DescribeCompilationJobOutput

SetOutputConfig sets the OutputConfig field's value.

func (*DescribeCompilationJobOutput) SetRoleArn added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetRoleArn(v string) *DescribeCompilationJobOutput

SetRoleArn sets the RoleArn field's value.

func (*DescribeCompilationJobOutput) SetStoppingCondition added in v1.15.86 

func (s *DescribeCompilationJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeCompilationJobOutput

SetStoppingCondition sets the StoppingCondition field's value.

func (DescribeCompilationJobOutput) String added in v1.15.86 

func (s DescribeCompilationJobOutput) String() string

String returns the string representation

type DescribeEndpointConfigInput 

type DescribeEndpointConfigInput struct {

	// The name of the endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeEndpointConfigInput) GoString 

func (s DescribeEndpointConfigInput) GoString() string

GoString returns the string representation

func (*DescribeEndpointConfigInput) SetEndpointConfigName 

func (s *DescribeEndpointConfigInput) SetEndpointConfigName(v string) *DescribeEndpointConfigInput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (DescribeEndpointConfigInput) String 

func (s DescribeEndpointConfigInput) String() string

String returns the string representation

func (*DescribeEndpointConfigInput) Validate 

func (s *DescribeEndpointConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeEndpointConfigOutput 

type DescribeEndpointConfigOutput struct {

	// A timestamp that shows when the endpoint configuration was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint configuration.
	//
	// EndpointConfigArn is a required field
	EndpointConfigArn *string `min:"20" type:"string" required:"true"`

	// Name of the Amazon SageMaker endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// AWS KMS key ID Amazon SageMaker uses to encrypt data when storing it on the
	// ML storage volume attached to the instance.
	KmsKeyId *string `type:"string"`

	// An array of ProductionVariant objects, one for each model that you want to
	// host at this endpoint.
	//
	// ProductionVariants is a required field
	ProductionVariants []*ProductionVariant `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeEndpointConfigOutput) GoString 

func (s DescribeEndpointConfigOutput) GoString() string

GoString returns the string representation

func (*DescribeEndpointConfigOutput) SetCreationTime 

func (s *DescribeEndpointConfigOutput) SetCreationTime(v time.Time) *DescribeEndpointConfigOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeEndpointConfigOutput) SetEndpointConfigArn 

func (s *DescribeEndpointConfigOutput) SetEndpointConfigArn(v string) *DescribeEndpointConfigOutput

SetEndpointConfigArn sets the EndpointConfigArn field's value.

func (*DescribeEndpointConfigOutput) SetEndpointConfigName 

func (s *DescribeEndpointConfigOutput) SetEndpointConfigName(v string) *DescribeEndpointConfigOutput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*DescribeEndpointConfigOutput) SetKmsKeyId added in v1.12.65 

func (s *DescribeEndpointConfigOutput) SetKmsKeyId(v string) *DescribeEndpointConfigOutput

SetKmsKeyId sets the KmsKeyId field's value.

func (*DescribeEndpointConfigOutput) SetProductionVariants 

func (s *DescribeEndpointConfigOutput) SetProductionVariants(v []*ProductionVariant) *DescribeEndpointConfigOutput

SetProductionVariants sets the ProductionVariants field's value.

func (DescribeEndpointConfigOutput) String 

func (s DescribeEndpointConfigOutput) String() string

String returns the string representation

type DescribeEndpointInput 

type DescribeEndpointInput struct {

	// The name of the endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeEndpointInput) GoString 

func (s DescribeEndpointInput) GoString() string

GoString returns the string representation

func (*DescribeEndpointInput) SetEndpointName 

func (s *DescribeEndpointInput) SetEndpointName(v string) *DescribeEndpointInput

SetEndpointName sets the EndpointName field's value.

func (DescribeEndpointInput) String 

func (s DescribeEndpointInput) String() string

String returns the string representation

func (*DescribeEndpointInput) Validate 

func (s *DescribeEndpointInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeEndpointOutput 

type DescribeEndpointOutput struct {

	// A timestamp that shows when the endpoint was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`

	// The name of the endpoint configuration associated with this endpoint.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// Name of the endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// The status of the endpoint.
	//
	//    * OutOfService: Endpoint is not available to take incoming requests.
	//
	//    * Creating: CreateEndpoint is executing.
	//
	//    * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing.
	//
	//    * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated
	//    or deleted or re-scaled until it has completed. This maintenance operation
	//    does not change any customer-specified values such as VPC config, KMS
	//    encryption, model, instance type, or instance count.
	//
	//    * RollingBack: Endpoint fails to scale up or down or change its variant
	//    weight and is in the process of rolling back to its previous configuration.
	//    Once the rollback completes, endpoint returns to an InService status.
	//    This transitional status only applies to an endpoint that has autoscaling
	//    enabled and is undergoing variant weight or capacity changes as part of
	//    an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities
	//    operation is called explicitly.
	//
	//    * InService: Endpoint is available to process incoming requests.
	//
	//    * Deleting: DeleteEndpoint is executing.
	//
	//    * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason
	//    for information about the failure. DeleteEndpoint is the only operation
	//    that can be performed on a failed endpoint.
	//
	// EndpointStatus is a required field
	EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"`

	// If the status of the endpoint is Failed, the reason why it failed.
	FailureReason *string `type:"string"`

	// A timestamp that shows when the endpoint was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// An array of ProductionVariantSummary objects, one for each model hosted behind
	// this endpoint.
	ProductionVariants []*ProductionVariantSummary `min:"1" type:"list"`
	// contains filtered or unexported fields
}

func (DescribeEndpointOutput) GoString 

func (s DescribeEndpointOutput) GoString() string

GoString returns the string representation

func (*DescribeEndpointOutput) SetCreationTime 

func (s *DescribeEndpointOutput) SetCreationTime(v time.Time) *DescribeEndpointOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeEndpointOutput) SetEndpointArn 

func (s *DescribeEndpointOutput) SetEndpointArn(v string) *DescribeEndpointOutput

SetEndpointArn sets the EndpointArn field's value.

func (*DescribeEndpointOutput) SetEndpointConfigName 

func (s *DescribeEndpointOutput) SetEndpointConfigName(v string) *DescribeEndpointOutput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*DescribeEndpointOutput) SetEndpointName 

func (s *DescribeEndpointOutput) SetEndpointName(v string) *DescribeEndpointOutput

SetEndpointName sets the EndpointName field's value.

func (*DescribeEndpointOutput) SetEndpointStatus 

func (s *DescribeEndpointOutput) SetEndpointStatus(v string) *DescribeEndpointOutput

SetEndpointStatus sets the EndpointStatus field's value.

func (*DescribeEndpointOutput) SetFailureReason 

func (s *DescribeEndpointOutput) SetFailureReason(v string) *DescribeEndpointOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeEndpointOutput) SetLastModifiedTime 

func (s *DescribeEndpointOutput) SetLastModifiedTime(v time.Time) *DescribeEndpointOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeEndpointOutput) SetProductionVariants 

func (s *DescribeEndpointOutput) SetProductionVariants(v []*ProductionVariantSummary) *DescribeEndpointOutput

SetProductionVariants sets the ProductionVariants field's value.

func (DescribeEndpointOutput) String 

func (s DescribeEndpointOutput) String() string

String returns the string representation

type DescribeHyperParameterTuningJobInput added in v1.14.0 

type DescribeHyperParameterTuningJobInput struct {

	// The name of the tuning job to describe.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeHyperParameterTuningJobInput) GoString added in v1.14.0 

func (s DescribeHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*DescribeHyperParameterTuningJobInput) SetHyperParameterTuningJobName added in v1.14.0 

func (s *DescribeHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobInput

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (DescribeHyperParameterTuningJobInput) String added in v1.14.0 

func (s DescribeHyperParameterTuningJobInput) String() string

String returns the string representation

func (*DescribeHyperParameterTuningJobInput) Validate added in v1.14.0 

func (s *DescribeHyperParameterTuningJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeHyperParameterTuningJobOutput added in v1.14.0 

type DescribeHyperParameterTuningJobOutput struct {

	// A TrainingJobSummary object that describes the training job that completed
	// with the best current HyperParameterTuningJobObjective.
	BestTrainingJob *HyperParameterTrainingJobSummary `type:"structure"`

	// The date and time that the tuning job started.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the tuning job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// The date and time that the tuning job ended.
	HyperParameterTuningEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the tuning job.
	//
	// HyperParameterTuningJobArn is a required field
	HyperParameterTuningJobArn *string `type:"string" required:"true"`

	// The HyperParameterTuningJobConfig object that specifies the configuration
	// of the tuning job.
	//
	// HyperParameterTuningJobConfig is a required field
	HyperParameterTuningJobConfig *HyperParameterTuningJobConfig `type:"structure" required:"true"`

	// The name of the tuning job.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// The status of the tuning job: InProgress, Completed, Failed, Stopping, or
	// Stopped.
	//
	// HyperParameterTuningJobStatus is a required field
	HyperParameterTuningJobStatus *string `type:"string" required:"true" enum:"HyperParameterTuningJobStatus"`

	// The date and time that the status of the tuning job was modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ObjectiveStatusCounters object that specifies the number of training
	// jobs, categorized by the status of their final objective metric, that this
	// tuning job launched.
	//
	// ObjectiveStatusCounters is a required field
	ObjectiveStatusCounters *ObjectiveStatusCounters `type:"structure" required:"true"`

	// If the hyperparameter tuning job is an warm start tuning job with a WarmStartType
	// of IDENTICAL_DATA_AND_ALGORITHM, this is the TrainingJobSummary for the training
	// job with the best objective metric value of all training jobs launched by
	// this tuning job and all parent jobs specified for the warm start tuning job.
	OverallBestTrainingJob *HyperParameterTrainingJobSummary `type:"structure"`

	// The HyperParameterTrainingJobDefinition object that specifies the definition
	// of the training jobs that this tuning job launches.
	//
	// TrainingJobDefinition is a required field
	TrainingJobDefinition *HyperParameterTrainingJobDefinition `type:"structure" required:"true"`

	// The TrainingJobStatusCounters object that specifies the number of training
	// jobs, categorized by status, that this tuning job launched.
	//
	// TrainingJobStatusCounters is a required field
	TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"`

	// The configuration for starting the hyperparameter parameter tuning job using
	// one or more previous tuning jobs as a starting point. The results of previous
	// tuning jobs are used to inform which combinations of hyperparameters to search
	// over in the new tuning job.
	WarmStartConfig *HyperParameterTuningJobWarmStartConfig `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeHyperParameterTuningJobOutput) GoString added in v1.14.0 

func (s DescribeHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (*DescribeHyperParameterTuningJobOutput) SetBestTrainingJob added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput

SetBestTrainingJob sets the BestTrainingJob field's value.

func (*DescribeHyperParameterTuningJobOutput) SetCreationTime added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetCreationTime(v time.Time) *DescribeHyperParameterTuningJobOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeHyperParameterTuningJobOutput) SetFailureReason added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetFailureReason(v string) *DescribeHyperParameterTuningJobOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningEndTime(v time.Time) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobArn(v string) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobConfig added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobConfig(v *HyperParameterTuningJobConfig) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningJobConfig sets the HyperParameterTuningJobConfig field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobName added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobName(v string) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetHyperParameterTuningJobStatus(v string) *DescribeHyperParameterTuningJobOutput

SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value.

func (*DescribeHyperParameterTuningJobOutput) SetLastModifiedTime added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetLastModifiedTime(v time.Time) *DescribeHyperParameterTuningJobOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *DescribeHyperParameterTuningJobOutput

SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value.

func (*DescribeHyperParameterTuningJobOutput) SetOverallBestTrainingJob added in v1.15.76 

func (s *DescribeHyperParameterTuningJobOutput) SetOverallBestTrainingJob(v *HyperParameterTrainingJobSummary) *DescribeHyperParameterTuningJobOutput

SetOverallBestTrainingJob sets the OverallBestTrainingJob field's value.

func (*DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinition added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinition(v *HyperParameterTrainingJobDefinition) *DescribeHyperParameterTuningJobOutput

SetTrainingJobDefinition sets the TrainingJobDefinition field's value.

func (*DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters added in v1.14.0 

func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *DescribeHyperParameterTuningJobOutput

SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value.

func (*DescribeHyperParameterTuningJobOutput) SetWarmStartConfig added in v1.15.76 

func (s *DescribeHyperParameterTuningJobOutput) SetWarmStartConfig(v *HyperParameterTuningJobWarmStartConfig) *DescribeHyperParameterTuningJobOutput

SetWarmStartConfig sets the WarmStartConfig field's value.

func (DescribeHyperParameterTuningJobOutput) String added in v1.14.0 

func (s DescribeHyperParameterTuningJobOutput) String() string

String returns the string representation

type DescribeLabelingJobInput added in v1.15.86 

type DescribeLabelingJobInput struct {

	// The name of the labeling job to return information for.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeLabelingJobInput) GoString added in v1.15.86 

func (s DescribeLabelingJobInput) GoString() string

GoString returns the string representation

func (*DescribeLabelingJobInput) SetLabelingJobName added in v1.15.86 

func (s *DescribeLabelingJobInput) SetLabelingJobName(v string) *DescribeLabelingJobInput

SetLabelingJobName sets the LabelingJobName field's value.

func (DescribeLabelingJobInput) String added in v1.15.86 

func (s DescribeLabelingJobInput) String() string

String returns the string representation

func (*DescribeLabelingJobInput) Validate added in v1.15.86 

func (s *DescribeLabelingJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeLabelingJobOutput added in v1.15.86 

type DescribeLabelingJobOutput struct {

	// The date and time that the labeling job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the job failed, the reason that it failed.
	FailureReason *string `type:"string"`

	// Configuration information required for human workers to complete a labeling
	// task.
	//
	// HumanTaskConfig is a required field
	HumanTaskConfig *HumanTaskConfig `type:"structure" required:"true"`

	// Input configuration information for the labeling job, such as the Amazon
	// S3 location of the data objects and the location of the manifest file that
	// describes the data objects.
	//
	// InputConfig is a required field
	InputConfig *LabelingJobInputConfig `type:"structure" required:"true"`

	// A unique identifier for work done as part of a labeling job.
	//
	// JobReferenceCode is a required field
	JobReferenceCode *string `min:"1" type:"string" required:"true"`

	// The attribute used as the label in the output manifest file.
	LabelAttributeName *string `min:"1" type:"string"`

	// The S3 location of the JSON file that defines the categories used to label
	// data objects.
	LabelCategoryConfigS3Uri *string `type:"string"`

	// Provides a breakdown of the number of data objects labeled by humans, the
	// number of objects labeled by machine, the number of objects than couldn't
	// be labeled, and the total number of objects labeled.
	//
	// LabelCounters is a required field
	LabelCounters *LabelCounters `type:"structure" required:"true"`

	// Configuration information for automated data labeling.
	LabelingJobAlgorithmsConfig *LabelingJobAlgorithmsConfig `type:"structure"`

	// The Amazon Resource Name (ARN) of the labeling job.
	//
	// LabelingJobArn is a required field
	LabelingJobArn *string `type:"string" required:"true"`

	// The name assigned to the labeling job when it was created.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`

	// The location of the output produced by the labeling job.
	LabelingJobOutput *LabelingJobOutput `type:"structure"`

	// The processing status of the labeling job.
	//
	// LabelingJobStatus is a required field
	LabelingJobStatus *string `type:"string" required:"true" enum:"LabelingJobStatus"`

	// The date and time that the labeling job was last updated.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// The location of the job's output data and the AWS Key Management Service
	// key ID for the key used to encrypt the output data, if any.
	//
	// OutputConfig is a required field
	OutputConfig *LabelingJobOutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) that Amazon SageMaker assumes to perform tasks
	// on your behalf during data labeling.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// A set of conditions for stopping a labeling job. If any of the conditions
	// are met, the job is automatically stopped.
	StoppingConditions *LabelingJobStoppingConditions `type:"structure"`

	// An array of key/value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (DescribeLabelingJobOutput) GoString added in v1.15.86 

func (s DescribeLabelingJobOutput) GoString() string

GoString returns the string representation

func (*DescribeLabelingJobOutput) SetCreationTime added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetCreationTime(v time.Time) *DescribeLabelingJobOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeLabelingJobOutput) SetFailureReason added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetFailureReason(v string) *DescribeLabelingJobOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeLabelingJobOutput) SetHumanTaskConfig added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetHumanTaskConfig(v *HumanTaskConfig) *DescribeLabelingJobOutput

SetHumanTaskConfig sets the HumanTaskConfig field's value.

func (*DescribeLabelingJobOutput) SetInputConfig added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetInputConfig(v *LabelingJobInputConfig) *DescribeLabelingJobOutput

SetInputConfig sets the InputConfig field's value.

func (*DescribeLabelingJobOutput) SetJobReferenceCode added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetJobReferenceCode(v string) *DescribeLabelingJobOutput

SetJobReferenceCode sets the JobReferenceCode field's value.

func (*DescribeLabelingJobOutput) SetLabelAttributeName added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelAttributeName(v string) *DescribeLabelingJobOutput

SetLabelAttributeName sets the LabelAttributeName field's value.

func (*DescribeLabelingJobOutput) SetLabelCategoryConfigS3Uri added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelCategoryConfigS3Uri(v string) *DescribeLabelingJobOutput

SetLabelCategoryConfigS3Uri sets the LabelCategoryConfigS3Uri field's value.

func (*DescribeLabelingJobOutput) SetLabelCounters added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelCounters(v *LabelCounters) *DescribeLabelingJobOutput

SetLabelCounters sets the LabelCounters field's value.

func (*DescribeLabelingJobOutput) SetLabelingJobAlgorithmsConfig added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelingJobAlgorithmsConfig(v *LabelingJobAlgorithmsConfig) *DescribeLabelingJobOutput

SetLabelingJobAlgorithmsConfig sets the LabelingJobAlgorithmsConfig field's value.

func (*DescribeLabelingJobOutput) SetLabelingJobArn added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelingJobArn(v string) *DescribeLabelingJobOutput

SetLabelingJobArn sets the LabelingJobArn field's value.

func (*DescribeLabelingJobOutput) SetLabelingJobName added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelingJobName(v string) *DescribeLabelingJobOutput

SetLabelingJobName sets the LabelingJobName field's value.

func (*DescribeLabelingJobOutput) SetLabelingJobOutput added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelingJobOutput(v *LabelingJobOutput) *DescribeLabelingJobOutput

SetLabelingJobOutput sets the LabelingJobOutput field's value.

func (*DescribeLabelingJobOutput) SetLabelingJobStatus added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLabelingJobStatus(v string) *DescribeLabelingJobOutput

SetLabelingJobStatus sets the LabelingJobStatus field's value.

func (*DescribeLabelingJobOutput) SetLastModifiedTime added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetLastModifiedTime(v time.Time) *DescribeLabelingJobOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeLabelingJobOutput) SetOutputConfig added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetOutputConfig(v *LabelingJobOutputConfig) *DescribeLabelingJobOutput

SetOutputConfig sets the OutputConfig field's value.

func (*DescribeLabelingJobOutput) SetRoleArn added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetRoleArn(v string) *DescribeLabelingJobOutput

SetRoleArn sets the RoleArn field's value.

func (*DescribeLabelingJobOutput) SetStoppingConditions added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetStoppingConditions(v *LabelingJobStoppingConditions) *DescribeLabelingJobOutput

SetStoppingConditions sets the StoppingConditions field's value.

func (*DescribeLabelingJobOutput) SetTags added in v1.15.86 

func (s *DescribeLabelingJobOutput) SetTags(v []*Tag) *DescribeLabelingJobOutput

SetTags sets the Tags field's value.

func (DescribeLabelingJobOutput) String added in v1.15.86 

func (s DescribeLabelingJobOutput) String() string

String returns the string representation

type DescribeModelInput 

type DescribeModelInput struct {

	// The name of the model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeModelInput) GoString 

func (s DescribeModelInput) GoString() string

GoString returns the string representation

func (*DescribeModelInput) SetModelName 

func (s *DescribeModelInput) SetModelName(v string) *DescribeModelInput

SetModelName sets the ModelName field's value.

func (DescribeModelInput) String 

func (s DescribeModelInput) String() string

String returns the string representation

func (*DescribeModelInput) Validate 

func (s *DescribeModelInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeModelOutput 

type DescribeModelOutput struct {

	// The containers in the inference pipeline.
	Containers []*ContainerDefinition `type:"list"`

	// A timestamp that shows when the model was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If True, no inbound or outbound network calls can be made to or from the
	// model container.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// The Amazon Resource Name (ARN) of the IAM role that you specified for the
	// model.
	//
	// ExecutionRoleArn is a required field
	ExecutionRoleArn *string `min:"20" type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the model.
	//
	// ModelArn is a required field
	ModelArn *string `min:"20" type:"string" required:"true"`

	// Name of the Amazon SageMaker model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// The location of the primary inference code, associated artifacts, and custom
	// environment map that the inference code uses when it is deployed in production.
	PrimaryContainer *ContainerDefinition `type:"structure"`

	// A VpcConfig object that specifies the VPC that this model has access to.
	// For more information, see Protect Endpoints by Using an Amazon Virtual Private
	// Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeModelOutput) GoString 

func (s DescribeModelOutput) GoString() string

GoString returns the string representation

func (*DescribeModelOutput) SetContainers added in v1.15.86 

func (s *DescribeModelOutput) SetContainers(v []*ContainerDefinition) *DescribeModelOutput

SetContainers sets the Containers field's value.

func (*DescribeModelOutput) SetCreationTime 

func (s *DescribeModelOutput) SetCreationTime(v time.Time) *DescribeModelOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeModelOutput) SetEnableNetworkIsolation added in v1.15.86 

func (s *DescribeModelOutput) SetEnableNetworkIsolation(v bool) *DescribeModelOutput

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*DescribeModelOutput) SetExecutionRoleArn 

func (s *DescribeModelOutput) SetExecutionRoleArn(v string) *DescribeModelOutput

SetExecutionRoleArn sets the ExecutionRoleArn field's value.

func (*DescribeModelOutput) SetModelArn 

func (s *DescribeModelOutput) SetModelArn(v string) *DescribeModelOutput

SetModelArn sets the ModelArn field's value.

func (*DescribeModelOutput) SetModelName 

func (s *DescribeModelOutput) SetModelName(v string) *DescribeModelOutput

SetModelName sets the ModelName field's value.

func (*DescribeModelOutput) SetPrimaryContainer 

func (s *DescribeModelOutput) SetPrimaryContainer(v *ContainerDefinition) *DescribeModelOutput

SetPrimaryContainer sets the PrimaryContainer field's value.

func (*DescribeModelOutput) SetVpcConfig added in v1.13.39 

func (s *DescribeModelOutput) SetVpcConfig(v *VpcConfig) *DescribeModelOutput

SetVpcConfig sets the VpcConfig field's value.

func (DescribeModelOutput) String 

func (s DescribeModelOutput) String() string

String returns the string representation

type DescribeModelPackageInput added in v1.15.86 

type DescribeModelPackageInput struct {

	// The name of the model package to describe.
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeModelPackageInput) GoString added in v1.15.86 

func (s DescribeModelPackageInput) GoString() string

GoString returns the string representation

func (*DescribeModelPackageInput) SetModelPackageName added in v1.15.86 

func (s *DescribeModelPackageInput) SetModelPackageName(v string) *DescribeModelPackageInput

SetModelPackageName sets the ModelPackageName field's value.

func (DescribeModelPackageInput) String added in v1.15.86 

func (s DescribeModelPackageInput) String() string

String returns the string representation

func (*DescribeModelPackageInput) Validate added in v1.15.86 

func (s *DescribeModelPackageInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeModelPackageOutput added in v1.15.86 

type DescribeModelPackageOutput struct {

	// Whether the model package is certified for listing on AWS Marketplace.
	CertifyForMarketplace *bool `type:"boolean"`

	// A timestamp specifying when the model package was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Details about inference jobs that can be run with models based on this model
	// package.
	InferenceSpecification *InferenceSpecification `type:"structure"`

	// The Amazon Resource Name (ARN) of the model package.
	//
	// ModelPackageArn is a required field
	ModelPackageArn *string `min:"1" type:"string" required:"true"`

	// A brief summary about the model package.
	ModelPackageDescription *string `type:"string"`

	// The name of the model package being described.
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`

	// The current status of the model package.
	//
	// ModelPackageStatus is a required field
	ModelPackageStatus *string `type:"string" required:"true" enum:"ModelPackageStatus"`

	// Details about the current status of the model package.
	//
	// ModelPackageStatusDetails is a required field
	ModelPackageStatusDetails *ModelPackageStatusDetails `type:"structure" required:"true"`

	// Details about the algorithm that was used to create the model package.
	SourceAlgorithmSpecification *SourceAlgorithmSpecification `type:"structure"`

	// Configurations for one or more transform jobs that Amazon SageMaker runs
	// to test the model package.
	ValidationSpecification *ModelPackageValidationSpecification `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeModelPackageOutput) GoString added in v1.15.86 

func (s DescribeModelPackageOutput) GoString() string

GoString returns the string representation

func (*DescribeModelPackageOutput) SetCertifyForMarketplace added in v1.15.86 

func (s *DescribeModelPackageOutput) SetCertifyForMarketplace(v bool) *DescribeModelPackageOutput

SetCertifyForMarketplace sets the CertifyForMarketplace field's value.

func (*DescribeModelPackageOutput) SetCreationTime added in v1.15.86 

func (s *DescribeModelPackageOutput) SetCreationTime(v time.Time) *DescribeModelPackageOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeModelPackageOutput) SetInferenceSpecification added in v1.15.86 

func (s *DescribeModelPackageOutput) SetInferenceSpecification(v *InferenceSpecification) *DescribeModelPackageOutput

SetInferenceSpecification sets the InferenceSpecification field's value.

func (*DescribeModelPackageOutput) SetModelPackageArn added in v1.15.86 

func (s *DescribeModelPackageOutput) SetModelPackageArn(v string) *DescribeModelPackageOutput

SetModelPackageArn sets the ModelPackageArn field's value.

func (*DescribeModelPackageOutput) SetModelPackageDescription added in v1.15.86 

func (s *DescribeModelPackageOutput) SetModelPackageDescription(v string) *DescribeModelPackageOutput

SetModelPackageDescription sets the ModelPackageDescription field's value.

func (*DescribeModelPackageOutput) SetModelPackageName added in v1.15.86 

func (s *DescribeModelPackageOutput) SetModelPackageName(v string) *DescribeModelPackageOutput

SetModelPackageName sets the ModelPackageName field's value.

func (*DescribeModelPackageOutput) SetModelPackageStatus added in v1.15.86 

func (s *DescribeModelPackageOutput) SetModelPackageStatus(v string) *DescribeModelPackageOutput

SetModelPackageStatus sets the ModelPackageStatus field's value.

func (*DescribeModelPackageOutput) SetModelPackageStatusDetails added in v1.15.86 

func (s *DescribeModelPackageOutput) SetModelPackageStatusDetails(v *ModelPackageStatusDetails) *DescribeModelPackageOutput

SetModelPackageStatusDetails sets the ModelPackageStatusDetails field's value.

func (*DescribeModelPackageOutput) SetSourceAlgorithmSpecification added in v1.15.86 

func (s *DescribeModelPackageOutput) SetSourceAlgorithmSpecification(v *SourceAlgorithmSpecification) *DescribeModelPackageOutput

SetSourceAlgorithmSpecification sets the SourceAlgorithmSpecification field's value.

func (*DescribeModelPackageOutput) SetValidationSpecification added in v1.15.86 

func (s *DescribeModelPackageOutput) SetValidationSpecification(v *ModelPackageValidationSpecification) *DescribeModelPackageOutput

SetValidationSpecification sets the ValidationSpecification field's value.

func (DescribeModelPackageOutput) String added in v1.15.86 

func (s DescribeModelPackageOutput) String() string

String returns the string representation

type DescribeNotebookInstanceInput 

type DescribeNotebookInstanceInput struct {

	// The name of the notebook instance that you want information about.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeNotebookInstanceInput) GoString 

func (s DescribeNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceInput) SetNotebookInstanceName 

func (s *DescribeNotebookInstanceInput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (DescribeNotebookInstanceInput) String 

func (s DescribeNotebookInstanceInput) String() string

String returns the string representation

func (*DescribeNotebookInstanceInput) Validate 

func (s *DescribeNotebookInstanceInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeNotebookInstanceLifecycleConfigInput added in v1.13.15 

type DescribeNotebookInstanceLifecycleConfigInput struct {

	// The name of the lifecycle configuration to describe.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeNotebookInstanceLifecycleConfigInput) GoString added in v1.13.15 

func (s DescribeNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigInput

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (DescribeNotebookInstanceLifecycleConfigInput) String added in v1.13.15 

func (s DescribeNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*DescribeNotebookInstanceLifecycleConfigInput) Validate added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeNotebookInstanceLifecycleConfigOutput added in v1.13.15 

type DescribeNotebookInstanceLifecycleConfigOutput struct {

	// A timestamp that tells when the lifecycle configuration was created.
	CreationTime *time.Time `type:"timestamp"`

	// A timestamp that tells when the lifecycle configuration was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the lifecycle configuration.
	NotebookInstanceLifecycleConfigArn *string `type:"string"`

	// The name of the lifecycle configuration.
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// The shell script that runs only once, when you create a notebook instance.
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// The shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance.
	OnStart []*NotebookInstanceLifecycleHook `type:"list"`
	// contains filtered or unexported fields
}

func (DescribeNotebookInstanceLifecycleConfigOutput) GoString added in v1.13.15 

func (s DescribeNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetCreationTime added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetLastModifiedTime added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceLifecycleConfigOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigArn(v string) *DescribeNotebookInstanceLifecycleConfigOutput

SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceLifecycleConfigOutput

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetOnCreate added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput

SetOnCreate sets the OnCreate field's value.

func (*DescribeNotebookInstanceLifecycleConfigOutput) SetOnStart added in v1.13.15 

func (s *DescribeNotebookInstanceLifecycleConfigOutput) SetOnStart(v []*NotebookInstanceLifecycleHook) *DescribeNotebookInstanceLifecycleConfigOutput

SetOnStart sets the OnStart field's value.

func (DescribeNotebookInstanceLifecycleConfigOutput) String added in v1.13.15 

func (s DescribeNotebookInstanceLifecycleConfigOutput) String() string

String returns the string representation

type DescribeNotebookInstanceOutput 

type DescribeNotebookInstanceOutput struct {

	// A list of the Elastic Inference (EI) instance types associated with this
	// notebook instance. Currently only one EI instance type can be associated
	// with a notebook instance. For more information, see Using Elastic Inference
	// in Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to 3 git repositories associated with the notebook instance.
	// These can be either the names of git repositories stored as resources in
	// your account, or the URL of git repositories in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// A timestamp. Use this parameter to return the time when the notebook instance
	// was created
	CreationTime *time.Time `type:"timestamp"`

	// The git repository associated with the notebook instance as its default code
	// repository. This can be either the name of a git repository stored as a resource
	// in your account, or the URL of a git repository in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// Describes whether Amazon SageMaker provides internet access to the notebook
	// instance. If this value is set to Disabled, he notebook instance does not
	// have internet access, and cannot connect to Amazon SageMaker training and
	// endpoint services.
	//
	// For more information, see Notebook Instances Are Internet-Enabled by Default
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/appendix-additional-considerations.html#appendix-notebook-and-internet-access).
	DirectInternetAccess *string `type:"string" enum:"DirectInternetAccess"`

	// If status is failed, the reason it failed.
	FailureReason *string `type:"string"`

	// The type of ML compute instance running on the notebook instance.
	InstanceType *string `type:"string" enum:"InstanceType"`

	// AWS KMS key ID Amazon SageMaker uses to encrypt data when storing it on the
	// ML storage volume attached to the instance.
	KmsKeyId *string `type:"string"`

	// A timestamp. Use this parameter to retrieve the time when the notebook instance
	// was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Network interface IDs that Amazon SageMaker created at the time of creating
	// the instance.
	NetworkInterfaceId *string `type:"string"`

	// The Amazon Resource Name (ARN) of the notebook instance.
	NotebookInstanceArn *string `type:"string"`

	// Returns the name of a notebook instance lifecycle configuration.
	//
	// For information about notebook instance lifestyle configurations, see Step
	// 2.1: (Optional) Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html)
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// Name of the Amazon SageMaker notebook instance.
	NotebookInstanceName *string `type:"string"`

	// The status of the notebook instance.
	NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"`

	// Amazon Resource Name (ARN) of the IAM role associated with the instance.
	RoleArn *string `min:"20" type:"string"`

	// The IDs of the VPC security groups.
	SecurityGroups []*string `type:"list"`

	// The ID of the VPC subnet.
	SubnetId *string `type:"string"`

	// The URL that you use to connect to the Jupyter notebook that is running in
	// your notebook instance.
	Url *string `type:"string"`

	// The size, in GB, of the ML storage volume attached to the notebook instance.
	VolumeSizeInGB *int64 `min:"5" type:"integer"`
	// contains filtered or unexported fields
}

func (DescribeNotebookInstanceOutput) GoString 

func (s DescribeNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (*DescribeNotebookInstanceOutput) SetAcceleratorTypes added in v1.15.86 

func (s *DescribeNotebookInstanceOutput) SetAcceleratorTypes(v []*string) *DescribeNotebookInstanceOutput

SetAcceleratorTypes sets the AcceleratorTypes field's value.

func (*DescribeNotebookInstanceOutput) SetAdditionalCodeRepositories added in v1.15.86 

func (s *DescribeNotebookInstanceOutput) SetAdditionalCodeRepositories(v []*string) *DescribeNotebookInstanceOutput

SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.

func (*DescribeNotebookInstanceOutput) SetCreationTime 

func (s *DescribeNotebookInstanceOutput) SetCreationTime(v time.Time) *DescribeNotebookInstanceOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeNotebookInstanceOutput) SetDefaultCodeRepository added in v1.15.86 

func (s *DescribeNotebookInstanceOutput) SetDefaultCodeRepository(v string) *DescribeNotebookInstanceOutput

SetDefaultCodeRepository sets the DefaultCodeRepository field's value.

func (*DescribeNotebookInstanceOutput) SetDirectInternetAccess added in v1.13.15 

func (s *DescribeNotebookInstanceOutput) SetDirectInternetAccess(v string) *DescribeNotebookInstanceOutput

SetDirectInternetAccess sets the DirectInternetAccess field's value.

func (*DescribeNotebookInstanceOutput) SetFailureReason 

func (s *DescribeNotebookInstanceOutput) SetFailureReason(v string) *DescribeNotebookInstanceOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeNotebookInstanceOutput) SetInstanceType 

func (s *DescribeNotebookInstanceOutput) SetInstanceType(v string) *DescribeNotebookInstanceOutput

SetInstanceType sets the InstanceType field's value.

func (*DescribeNotebookInstanceOutput) SetKmsKeyId 

func (s *DescribeNotebookInstanceOutput) SetKmsKeyId(v string) *DescribeNotebookInstanceOutput

SetKmsKeyId sets the KmsKeyId field's value.

func (*DescribeNotebookInstanceOutput) SetLastModifiedTime 

func (s *DescribeNotebookInstanceOutput) SetLastModifiedTime(v time.Time) *DescribeNotebookInstanceOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeNotebookInstanceOutput) SetNetworkInterfaceId 

func (s *DescribeNotebookInstanceOutput) SetNetworkInterfaceId(v string) *DescribeNotebookInstanceOutput

SetNetworkInterfaceId sets the NetworkInterfaceId field's value.

func (*DescribeNotebookInstanceOutput) SetNotebookInstanceArn 

func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceArn(v string) *DescribeNotebookInstanceOutput

SetNotebookInstanceArn sets the NotebookInstanceArn field's value.

func (*DescribeNotebookInstanceOutput) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceLifecycleConfigName(v string) *DescribeNotebookInstanceOutput

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*DescribeNotebookInstanceOutput) SetNotebookInstanceName 

func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceName(v string) *DescribeNotebookInstanceOutput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*DescribeNotebookInstanceOutput) SetNotebookInstanceStatus 

func (s *DescribeNotebookInstanceOutput) SetNotebookInstanceStatus(v string) *DescribeNotebookInstanceOutput

SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value.

func (*DescribeNotebookInstanceOutput) SetRoleArn 

func (s *DescribeNotebookInstanceOutput) SetRoleArn(v string) *DescribeNotebookInstanceOutput

SetRoleArn sets the RoleArn field's value.

func (*DescribeNotebookInstanceOutput) SetSecurityGroups 

func (s *DescribeNotebookInstanceOutput) SetSecurityGroups(v []*string) *DescribeNotebookInstanceOutput

SetSecurityGroups sets the SecurityGroups field's value.

func (*DescribeNotebookInstanceOutput) SetSubnetId 

func (s *DescribeNotebookInstanceOutput) SetSubnetId(v string) *DescribeNotebookInstanceOutput

SetSubnetId sets the SubnetId field's value.

func (*DescribeNotebookInstanceOutput) SetUrl 

func (s *DescribeNotebookInstanceOutput) SetUrl(v string) *DescribeNotebookInstanceOutput

SetUrl sets the Url field's value.

func (*DescribeNotebookInstanceOutput) SetVolumeSizeInGB added in v1.15.64 

func (s *DescribeNotebookInstanceOutput) SetVolumeSizeInGB(v int64) *DescribeNotebookInstanceOutput

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (DescribeNotebookInstanceOutput) String 

func (s DescribeNotebookInstanceOutput) String() string

String returns the string representation

type DescribeSubscribedWorkteamInput added in v1.15.86 

type DescribeSubscribedWorkteamInput struct {

	// The Amazon Resource Name (ARN) of the subscribed work team to describe.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeSubscribedWorkteamInput) GoString added in v1.15.86 

func (s DescribeSubscribedWorkteamInput) GoString() string

GoString returns the string representation

func (*DescribeSubscribedWorkteamInput) SetWorkteamArn added in v1.15.86 

func (s *DescribeSubscribedWorkteamInput) SetWorkteamArn(v string) *DescribeSubscribedWorkteamInput

SetWorkteamArn sets the WorkteamArn field's value.

func (DescribeSubscribedWorkteamInput) String added in v1.15.86 

func (s DescribeSubscribedWorkteamInput) String() string

String returns the string representation

func (*DescribeSubscribedWorkteamInput) Validate added in v1.15.86 

func (s *DescribeSubscribedWorkteamInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeSubscribedWorkteamOutput added in v1.15.86 

type DescribeSubscribedWorkteamOutput struct {

	// A Workteam instance that contains information about the work team.
	//
	// SubscribedWorkteam is a required field
	SubscribedWorkteam *SubscribedWorkteam `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeSubscribedWorkteamOutput) GoString added in v1.15.86 

func (s DescribeSubscribedWorkteamOutput) GoString() string

GoString returns the string representation

func (*DescribeSubscribedWorkteamOutput) SetSubscribedWorkteam added in v1.15.86 

func (s *DescribeSubscribedWorkteamOutput) SetSubscribedWorkteam(v *SubscribedWorkteam) *DescribeSubscribedWorkteamOutput

SetSubscribedWorkteam sets the SubscribedWorkteam field's value.

func (DescribeSubscribedWorkteamOutput) String added in v1.15.86 

func (s DescribeSubscribedWorkteamOutput) String() string

String returns the string representation

type DescribeTrainingJobInput 

type DescribeTrainingJobInput struct {

	// The name of the training job.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeTrainingJobInput) GoString 

func (s DescribeTrainingJobInput) GoString() string

GoString returns the string representation

func (*DescribeTrainingJobInput) SetTrainingJobName 

func (s *DescribeTrainingJobInput) SetTrainingJobName(v string) *DescribeTrainingJobInput

SetTrainingJobName sets the TrainingJobName field's value.

func (DescribeTrainingJobInput) String 

func (s DescribeTrainingJobInput) String() string

String returns the string representation

func (*DescribeTrainingJobInput) Validate 

func (s *DescribeTrainingJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeTrainingJobOutput 

type DescribeTrainingJobOutput struct {

	// Information about the algorithm used for training, and algorithm metadata.
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

	// A timestamp that indicates when the training job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If True, inbound or outbound network calls can be made, except for calls
	// between peers within a training cluster for distributed training. If network
	// isolation is used for training jobs that are configured to use a VPC, Amazon
	// SageMaker downloads and uploads customer data and model artifacts through
	// the specifed VPC, but the training container does not have network access.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// If the training job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// A collection of MetricData objects that specify the names, values, and dates
	// and times that the training algorithm emitted to Amazon CloudWatch.
	FinalMetricDataList []*MetricData `type:"list"`

	// Algorithm-specific parameters.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects that describes each data input channel.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling
	// job that created the transform or training job.
	LabelingJobArn *string `type:"string"`

	// A timestamp that indicates when the status of the training job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Information about the Amazon S3 location that is configured for storing model
	// artifacts.
	//
	// ModelArtifacts is a required field
	ModelArtifacts *ModelArtifacts `type:"structure" required:"true"`

	// The S3 path where model artifacts that you configured when creating the job
	// are stored. Amazon SageMaker creates subfolders for model artifacts.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// Resources, including ML compute instances and ML storage volumes, that are
	// configured for model training.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// The AWS Identity and Access Management (IAM) role configured for the training
	// job.
	RoleArn *string `min:"20" type:"string"`

	// Provides detailed information about the state of the training job. For detailed
	// information on the secondary status of the training job, see StatusMessage
	// under SecondaryStatusTransition.
	//
	// Amazon SageMaker provides primary statuses and secondary statuses that apply
	// to each of them:
	//
	// InProgressStarting - Starting the training job.
	//
	// Downloading - An optional stage for algorithms that support File training
	// input mode. It indicates that data is being downloaded to the ML storage
	// volumes.
	//
	// Training - Training is in progress.
	//
	// Uploading - Training is complete and the model artifacts are being uploaded
	// to the S3 location.
	//
	// CompletedCompleted - The training job has completed.
	//
	// FailedFailed - The training job has failed. The reason for the failure is
	// returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// StoppedMaxRuntimeExceeded - The job stopped because it exceeded the maximum
	// allowed runtime.
	//
	// Stopped - The training job has stopped.
	//
	// StoppingStopping - Stopping the training job.
	//
	// Valid values for SecondaryStatus are subject to change.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	//
	// SecondaryStatus is a required field
	SecondaryStatus *string `type:"string" required:"true" enum:"SecondaryStatus"`

	// A history of all of the secondary statuses that the training job has transitioned
	// through.
	SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"`

	// The condition under which to stop the training job.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// Indicates the time when the training job ends on training instances. You
	// are billed for the time interval between the value of TrainingStartTime and
	// this time. For successful jobs and stopped jobs, this is the time after model
	// artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker
	// detects a job failure.
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`

	// Name of the model training job.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// The status of the training job.
	//
	// Amazon SageMaker provides the following training job statuses:
	//
	//    * InProgress - The training is in progress.
	//
	//    * Completed - The training job has completed.
	//
	//    * Failed - The training job has failed. To see the reason for the failure,
	//    see the FailureReason field in the response to a DescribeTrainingJobResponse
	//    call.
	//
	//    * Stopping - The training job is stopping.
	//
	//    * Stopped - The training job has stopped.
	//
	// For more detailed information, see SecondaryStatus.
	//
	// TrainingJobStatus is a required field
	TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`

	// Indicates the time when the training job starts on training instances. You
	// are billed for the time interval between this time and the value of TrainingEndTime.
	// The start time in CloudWatch Logs might be later than this time. The difference
	// is due to the time it takes to download the training data and to the size
	// of the training container.
	TrainingStartTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the associated hyperparameter tuning job
	// if the training job was launched by a hyperparameter tuning job.
	TuningJobArn *string `type:"string"`

	// A VpcConfig object that specifies the VPC that this training job has access
	// to. For more information, see Protect Training Jobs by Using an Amazon Virtual
	// Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeTrainingJobOutput) GoString 

func (s DescribeTrainingJobOutput) GoString() string

GoString returns the string representation

func (*DescribeTrainingJobOutput) SetAlgorithmSpecification 

func (s *DescribeTrainingJobOutput) SetAlgorithmSpecification(v *AlgorithmSpecification) *DescribeTrainingJobOutput

SetAlgorithmSpecification sets the AlgorithmSpecification field's value.

func (*DescribeTrainingJobOutput) SetCreationTime 

func (s *DescribeTrainingJobOutput) SetCreationTime(v time.Time) *DescribeTrainingJobOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeTrainingJobOutput) SetEnableNetworkIsolation added in v1.15.86 

func (s *DescribeTrainingJobOutput) SetEnableNetworkIsolation(v bool) *DescribeTrainingJobOutput

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*DescribeTrainingJobOutput) SetFailureReason 

func (s *DescribeTrainingJobOutput) SetFailureReason(v string) *DescribeTrainingJobOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeTrainingJobOutput) SetFinalMetricDataList added in v1.15.76 

func (s *DescribeTrainingJobOutput) SetFinalMetricDataList(v []*MetricData) *DescribeTrainingJobOutput

SetFinalMetricDataList sets the FinalMetricDataList field's value.

func (*DescribeTrainingJobOutput) SetHyperParameters 

func (s *DescribeTrainingJobOutput) SetHyperParameters(v map[string]*string) *DescribeTrainingJobOutput

SetHyperParameters sets the HyperParameters field's value.

func (*DescribeTrainingJobOutput) SetInputDataConfig 

func (s *DescribeTrainingJobOutput) SetInputDataConfig(v []*Channel) *DescribeTrainingJobOutput

SetInputDataConfig sets the InputDataConfig field's value.

func (*DescribeTrainingJobOutput) SetLabelingJobArn added in v1.15.86 

func (s *DescribeTrainingJobOutput) SetLabelingJobArn(v string) *DescribeTrainingJobOutput

SetLabelingJobArn sets the LabelingJobArn field's value.

func (*DescribeTrainingJobOutput) SetLastModifiedTime 

func (s *DescribeTrainingJobOutput) SetLastModifiedTime(v time.Time) *DescribeTrainingJobOutput

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeTrainingJobOutput) SetModelArtifacts 

func (s *DescribeTrainingJobOutput) SetModelArtifacts(v *ModelArtifacts) *DescribeTrainingJobOutput

SetModelArtifacts sets the ModelArtifacts field's value.

func (*DescribeTrainingJobOutput) SetOutputDataConfig 

func (s *DescribeTrainingJobOutput) SetOutputDataConfig(v *OutputDataConfig) *DescribeTrainingJobOutput

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*DescribeTrainingJobOutput) SetResourceConfig 

func (s *DescribeTrainingJobOutput) SetResourceConfig(v *ResourceConfig) *DescribeTrainingJobOutput

SetResourceConfig sets the ResourceConfig field's value.

func (*DescribeTrainingJobOutput) SetRoleArn 

func (s *DescribeTrainingJobOutput) SetRoleArn(v string) *DescribeTrainingJobOutput

SetRoleArn sets the RoleArn field's value.

func (*DescribeTrainingJobOutput) SetSecondaryStatus 

func (s *DescribeTrainingJobOutput) SetSecondaryStatus(v string) *DescribeTrainingJobOutput

SetSecondaryStatus sets the SecondaryStatus field's value.

func (*DescribeTrainingJobOutput) SetSecondaryStatusTransitions added in v1.15.1 

func (s *DescribeTrainingJobOutput) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *DescribeTrainingJobOutput

SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value.

func (*DescribeTrainingJobOutput) SetStoppingCondition 

func (s *DescribeTrainingJobOutput) SetStoppingCondition(v *StoppingCondition) *DescribeTrainingJobOutput

SetStoppingCondition sets the StoppingCondition field's value.

func (*DescribeTrainingJobOutput) SetTrainingEndTime 

func (s *DescribeTrainingJobOutput) SetTrainingEndTime(v time.Time) *DescribeTrainingJobOutput

SetTrainingEndTime sets the TrainingEndTime field's value.

func (*DescribeTrainingJobOutput) SetTrainingJobArn 

func (s *DescribeTrainingJobOutput) SetTrainingJobArn(v string) *DescribeTrainingJobOutput

SetTrainingJobArn sets the TrainingJobArn field's value.

func (*DescribeTrainingJobOutput) SetTrainingJobName 

func (s *DescribeTrainingJobOutput) SetTrainingJobName(v string) *DescribeTrainingJobOutput

SetTrainingJobName sets the TrainingJobName field's value.

func (*DescribeTrainingJobOutput) SetTrainingJobStatus 

func (s *DescribeTrainingJobOutput) SetTrainingJobStatus(v string) *DescribeTrainingJobOutput

SetTrainingJobStatus sets the TrainingJobStatus field's value.

func (*DescribeTrainingJobOutput) SetTrainingStartTime 

func (s *DescribeTrainingJobOutput) SetTrainingStartTime(v time.Time) *DescribeTrainingJobOutput

SetTrainingStartTime sets the TrainingStartTime field's value.

func (*DescribeTrainingJobOutput) SetTuningJobArn added in v1.14.0 

func (s *DescribeTrainingJobOutput) SetTuningJobArn(v string) *DescribeTrainingJobOutput

SetTuningJobArn sets the TuningJobArn field's value.

func (*DescribeTrainingJobOutput) SetVpcConfig added in v1.13.39 

func (s *DescribeTrainingJobOutput) SetVpcConfig(v *VpcConfig) *DescribeTrainingJobOutput

SetVpcConfig sets the VpcConfig field's value.

func (DescribeTrainingJobOutput) String 

func (s DescribeTrainingJobOutput) String() string

String returns the string representation

type DescribeTransformJobInput added in v1.14.28 

type DescribeTransformJobInput struct {

	// The name of the transform job that you want to view details of.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeTransformJobInput) GoString added in v1.14.28 

func (s DescribeTransformJobInput) GoString() string

GoString returns the string representation

func (*DescribeTransformJobInput) SetTransformJobName added in v1.14.28 

func (s *DescribeTransformJobInput) SetTransformJobName(v string) *DescribeTransformJobInput

SetTransformJobName sets the TransformJobName field's value.

func (DescribeTransformJobInput) String added in v1.14.28 

func (s DescribeTransformJobInput) String() string

String returns the string representation

func (*DescribeTransformJobInput) Validate added in v1.14.28 

func (s *DescribeTransformJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeTransformJobOutput added in v1.14.28 

type DescribeTransformJobOutput struct {

	// SingleRecord means only one record was used per a batch. MultiRecord means
	// batches contained as many records that could possibly fit within the MaxPayloadInMB
	// limit.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// A timestamp that shows when the transform Job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	Environment map[string]*string `type:"map"`

	// If the transform job failed, the reason that it failed.
	FailureReason *string `type:"string"`

	// The Amazon Resource Name (ARN) of the Amazon SageMaker Ground Truth labeling
	// job that created the transform or training job.
	LabelingJobArn *string `type:"string"`

	// The maximum number of parallel requests on each instance node that can be
	// launched in a transform job. The default value is 1.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum payload size , in MB used in the transform job.
	MaxPayloadInMB *int64 `type:"integer"`

	// The name of the model used in the transform job.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// Indicates when the transform job is Completed, Stopped, or Failed. You are
	// billed for the time interval between this time and the value of TransformStartTime.
	TransformEndTime *time.Time `type:"timestamp"`

	// Describes the dataset to be transformed and the Amazon S3 location where
	// it is stored.
	//
	// TransformInput is a required field
	TransformInput *TransformInput `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the transform job.
	//
	// TransformJobArn is a required field
	TransformJobArn *string `type:"string" required:"true"`

	// The name of the transform job.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`

	// The status of the transform job. If the transform job failed, the reason
	// is returned in the FailureReason field.
	//
	// TransformJobStatus is a required field
	TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"`

	// Identifies the Amazon S3 location where you want Amazon SageMaker to save
	// the results from the transform job.
	TransformOutput *TransformOutput `type:"structure"`

	// Describes the resources, including ML instance types and ML instance count,
	// to use for the transform job.
	//
	// TransformResources is a required field
	TransformResources *TransformResources `type:"structure" required:"true"`

	// Indicates when the transform job starts on ML instances. You are billed for
	// the time interval between this time and the value of TransformEndTime.
	TransformStartTime *time.Time `type:"timestamp"`
	// contains filtered or unexported fields
}

func (DescribeTransformJobOutput) GoString added in v1.14.28 

func (s DescribeTransformJobOutput) GoString() string

GoString returns the string representation

func (*DescribeTransformJobOutput) SetBatchStrategy added in v1.14.28 

func (s *DescribeTransformJobOutput) SetBatchStrategy(v string) *DescribeTransformJobOutput

SetBatchStrategy sets the BatchStrategy field's value.

func (*DescribeTransformJobOutput) SetCreationTime added in v1.14.28 

func (s *DescribeTransformJobOutput) SetCreationTime(v time.Time) *DescribeTransformJobOutput

SetCreationTime sets the CreationTime field's value.

func (*DescribeTransformJobOutput) SetEnvironment added in v1.14.28 

func (s *DescribeTransformJobOutput) SetEnvironment(v map[string]*string) *DescribeTransformJobOutput

SetEnvironment sets the Environment field's value.

func (*DescribeTransformJobOutput) SetFailureReason added in v1.14.28 

func (s *DescribeTransformJobOutput) SetFailureReason(v string) *DescribeTransformJobOutput

SetFailureReason sets the FailureReason field's value.

func (*DescribeTransformJobOutput) SetLabelingJobArn added in v1.15.86 

func (s *DescribeTransformJobOutput) SetLabelingJobArn(v string) *DescribeTransformJobOutput

SetLabelingJobArn sets the LabelingJobArn field's value.

func (*DescribeTransformJobOutput) SetMaxConcurrentTransforms added in v1.14.28 

func (s *DescribeTransformJobOutput) SetMaxConcurrentTransforms(v int64) *DescribeTransformJobOutput

SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.

func (*DescribeTransformJobOutput) SetMaxPayloadInMB added in v1.14.28 

func (s *DescribeTransformJobOutput) SetMaxPayloadInMB(v int64) *DescribeTransformJobOutput

SetMaxPayloadInMB sets the MaxPayloadInMB field's value.

func (*DescribeTransformJobOutput) SetModelName added in v1.14.28 

func (s *DescribeTransformJobOutput) SetModelName(v string) *DescribeTransformJobOutput

SetModelName sets the ModelName field's value.

func (*DescribeTransformJobOutput) SetTransformEndTime added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformEndTime(v time.Time) *DescribeTransformJobOutput

SetTransformEndTime sets the TransformEndTime field's value.

func (*DescribeTransformJobOutput) SetTransformInput added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformInput(v *TransformInput) *DescribeTransformJobOutput

SetTransformInput sets the TransformInput field's value.

func (*DescribeTransformJobOutput) SetTransformJobArn added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformJobArn(v string) *DescribeTransformJobOutput

SetTransformJobArn sets the TransformJobArn field's value.

func (*DescribeTransformJobOutput) SetTransformJobName added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformJobName(v string) *DescribeTransformJobOutput

SetTransformJobName sets the TransformJobName field's value.

func (*DescribeTransformJobOutput) SetTransformJobStatus added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformJobStatus(v string) *DescribeTransformJobOutput

SetTransformJobStatus sets the TransformJobStatus field's value.

func (*DescribeTransformJobOutput) SetTransformOutput added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformOutput(v *TransformOutput) *DescribeTransformJobOutput

SetTransformOutput sets the TransformOutput field's value.

func (*DescribeTransformJobOutput) SetTransformResources added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformResources(v *TransformResources) *DescribeTransformJobOutput

SetTransformResources sets the TransformResources field's value.

func (*DescribeTransformJobOutput) SetTransformStartTime added in v1.14.28 

func (s *DescribeTransformJobOutput) SetTransformStartTime(v time.Time) *DescribeTransformJobOutput

SetTransformStartTime sets the TransformStartTime field's value.

func (DescribeTransformJobOutput) String added in v1.14.28 

func (s DescribeTransformJobOutput) String() string

String returns the string representation

type DescribeWorkteamInput added in v1.15.86 

type DescribeWorkteamInput struct {

	// The name of the work team to return a description of.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeWorkteamInput) GoString added in v1.15.86 

func (s DescribeWorkteamInput) GoString() string

GoString returns the string representation

func (*DescribeWorkteamInput) SetWorkteamName added in v1.15.86 

func (s *DescribeWorkteamInput) SetWorkteamName(v string) *DescribeWorkteamInput

SetWorkteamName sets the WorkteamName field's value.

func (DescribeWorkteamInput) String added in v1.15.86 

func (s DescribeWorkteamInput) String() string

String returns the string representation

func (*DescribeWorkteamInput) Validate added in v1.15.86 

func (s *DescribeWorkteamInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type DescribeWorkteamOutput added in v1.15.86 

type DescribeWorkteamOutput struct {

	// A Workteam instance that contains information about the work team.
	//
	// Workteam is a required field
	Workteam *Workteam `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeWorkteamOutput) GoString added in v1.15.86 

func (s DescribeWorkteamOutput) GoString() string

GoString returns the string representation

func (*DescribeWorkteamOutput) SetWorkteam added in v1.15.86 

func (s *DescribeWorkteamOutput) SetWorkteam(v *Workteam) *DescribeWorkteamOutput

SetWorkteam sets the Workteam field's value.

func (DescribeWorkteamOutput) String added in v1.15.86 

func (s DescribeWorkteamOutput) String() string

String returns the string representation

type DesiredWeightAndCapacity 

type DesiredWeightAndCapacity struct {

	// The variant's capacity.
	DesiredInstanceCount *int64 `min:"1" type:"integer"`

	// The variant's weight.
	DesiredWeight *float64 `type:"float"`

	// The name of the variant to update.
	//
	// VariantName is a required field
	VariantName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Specifies weight and capacity values for a production variant.

func (DesiredWeightAndCapacity) GoString 

func (s DesiredWeightAndCapacity) GoString() string

GoString returns the string representation

func (*DesiredWeightAndCapacity) SetDesiredInstanceCount 

func (s *DesiredWeightAndCapacity) SetDesiredInstanceCount(v int64) *DesiredWeightAndCapacity

SetDesiredInstanceCount sets the DesiredInstanceCount field's value.

func (*DesiredWeightAndCapacity) SetDesiredWeight 

func (s *DesiredWeightAndCapacity) SetDesiredWeight(v float64) *DesiredWeightAndCapacity

SetDesiredWeight sets the DesiredWeight field's value.

func (*DesiredWeightAndCapacity) SetVariantName 

func (s *DesiredWeightAndCapacity) SetVariantName(v string) *DesiredWeightAndCapacity

SetVariantName sets the VariantName field's value.

func (DesiredWeightAndCapacity) String 

func (s DesiredWeightAndCapacity) String() string

String returns the string representation

func (*DesiredWeightAndCapacity) Validate 

func (s *DesiredWeightAndCapacity) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type EndpointConfigSummary 

type EndpointConfigSummary struct {

	// A timestamp that shows when the endpoint configuration was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint configuration.
	//
	// EndpointConfigArn is a required field
	EndpointConfigArn *string `min:"20" type:"string" required:"true"`

	// The name of the endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information for an endpoint configuration.

func (EndpointConfigSummary) GoString 

func (s EndpointConfigSummary) GoString() string

GoString returns the string representation

func (*EndpointConfigSummary) SetCreationTime 

func (s *EndpointConfigSummary) SetCreationTime(v time.Time) *EndpointConfigSummary

SetCreationTime sets the CreationTime field's value.

func (*EndpointConfigSummary) SetEndpointConfigArn 

func (s *EndpointConfigSummary) SetEndpointConfigArn(v string) *EndpointConfigSummary

SetEndpointConfigArn sets the EndpointConfigArn field's value.

func (*EndpointConfigSummary) SetEndpointConfigName 

func (s *EndpointConfigSummary) SetEndpointConfigName(v string) *EndpointConfigSummary

SetEndpointConfigName sets the EndpointConfigName field's value.

func (EndpointConfigSummary) String 

func (s EndpointConfigSummary) String() string

String returns the string representation

type EndpointSummary 

type EndpointSummary struct {

	// A timestamp that shows when the endpoint was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`

	// The name of the endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// The status of the endpoint.
	//
	//    * OutOfService: Endpoint is not available to take incoming requests.
	//
	//    * Creating: CreateEndpoint is executing.
	//
	//    * Updating: UpdateEndpoint or UpdateEndpointWeightsAndCapacities is executing.
	//
	//    * SystemUpdating: Endpoint is undergoing maintenance and cannot be updated
	//    or deleted or re-scaled until it has completed. This mainenance operation
	//    does not change any customer-specified values such as VPC config, KMS
	//    encryption, model, instance type, or instance count.
	//
	//    * RollingBack: Endpoint fails to scale up or down or change its variant
	//    weight and is in the process of rolling back to its previous configuration.
	//    Once the rollback completes, endpoint returns to an InService status.
	//    This transitional status only applies to an endpoint that has autoscaling
	//    enabled and is undergoing variant weight or capacity changes as part of
	//    an UpdateEndpointWeightsAndCapacities call or when the UpdateEndpointWeightsAndCapacities
	//    operation is called explicitly.
	//
	//    * InService: Endpoint is available to process incoming requests.
	//
	//    * Deleting: DeleteEndpoint is executing.
	//
	//    * Failed: Endpoint could not be created, updated, or re-scaled. Use DescribeEndpointOutput$FailureReason
	//    for information about the failure. DeleteEndpoint is the only operation
	//    that can be performed on a failed endpoint.
	//
	// To get a list of endpoints with a specified status, use the ListEndpointsInput$StatusEquals
	// filter.
	//
	// EndpointStatus is a required field
	EndpointStatus *string `type:"string" required:"true" enum:"EndpointStatus"`

	// A timestamp that shows when the endpoint was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information for an endpoint.

func (EndpointSummary) GoString 

func (s EndpointSummary) GoString() string

GoString returns the string representation

func (*EndpointSummary) SetCreationTime 

func (s *EndpointSummary) SetCreationTime(v time.Time) *EndpointSummary

SetCreationTime sets the CreationTime field's value.

func (*EndpointSummary) SetEndpointArn 

func (s *EndpointSummary) SetEndpointArn(v string) *EndpointSummary

SetEndpointArn sets the EndpointArn field's value.

func (*EndpointSummary) SetEndpointName 

func (s *EndpointSummary) SetEndpointName(v string) *EndpointSummary

SetEndpointName sets the EndpointName field's value.

func (*EndpointSummary) SetEndpointStatus 

func (s *EndpointSummary) SetEndpointStatus(v string) *EndpointSummary

SetEndpointStatus sets the EndpointStatus field's value.

func (*EndpointSummary) SetLastModifiedTime 

func (s *EndpointSummary) SetLastModifiedTime(v time.Time) *EndpointSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (EndpointSummary) String 

func (s EndpointSummary) String() string

String returns the string representation

type Filter added in v1.15.86 

type Filter struct {

	// A property name. For example, TrainingJobName. See TrainingJob properties
	// for the list of valid property names for each supported resource.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// A Boolean binary operator that is used to evaluate the filter. The operator
	// field contains one of the following values:
	//
	// EqualsThe specified resource in Name equals the specified Value.
	//
	// NotEqualsThe specified resource in Name does not equal the specified Value.
	//
	// GreaterThanThe specified resource in Name is greater than the specified Value.
	// Not supported for text-based properties.
	//
	// GreaterThanOrEqualToThe specified resource in Name is greater than or equal
	// to the specified Value. Not supported for text-based properties.
	//
	// LessThanThe specified resource in Name is less than the specified Value.
	// Not supported for text-based properties.
	//
	// LessThanOrEqualToThe specified resource in Name is less than or equal to
	// the specified Value. Not supported for text-based properties.
	//
	// ContainsOnly supported for text-based properties. The word-list of the property
	// contains the specified Value.
	Operator *string `type:"string" enum:"Operator"`

	// A value used with Resource and Operator to determin if objects statisfy the
	// filter's condition. For numerical properties, Value must be an integer or
	// floating-point decimal. For timestamp properties, Value must be an ISO 8601
	// date-time string of the following format: YYYY-mm-dd'T'HH:MM:SS.
	Value *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

A conditional statement for a search expression that includes a Boolean operator, a resource property, and a value.

If you don't specify an Operator and a Value, the filter searches for only the specified property. For example, defining a Filter for the FailureReason for the TrainingJobResource searches for training job objects that have a value in the FailureReason field.

If you specify a Value, but not an Operator, Amazon SageMaker uses the equals operator as a default.

In search, there are several property types:

MetricsTo define a metric filter, enter a value using the form "Metrics.<name>", where <name> is a metric name. For example, the following filter searches for training jobs with an "accuracy" metric greater than "0.9":

{

"Name": "Metrics.accuracy",

"Operator": "GREATER_THAN",

"Value": "0.9"

}

HyperParametersTo define a hyperparameter filter, enter a value with the form "HyperParamters.<name>". Decimal hyperparameter values are treated as a decimal in a comparison if the specified Value is also a decimal value. If the specified Value is an integer, the decimal hyperparameter values are treated as integers. For example, the following filter is satisfied by training jobs with a "learning_rate" hyperparameter that is less than "0.5": 

{

"Name": "HyperParameters.learning_rate",

"Operator": "LESS_THAN",

"Value": "0.5"

}

TagsTo define a tag filter, enter a value with the form "Tags.<key>".

func (Filter) GoString added in v1.15.86 

func (s Filter) GoString() string

GoString returns the string representation

func (*Filter) SetName added in v1.15.86 

func (s *Filter) SetName(v string) *Filter

SetName sets the Name field's value.

func (*Filter) SetOperator added in v1.15.86 

func (s *Filter) SetOperator(v string) *Filter

SetOperator sets the Operator field's value.

func (*Filter) SetValue added in v1.15.86 

func (s *Filter) SetValue(v string) *Filter

SetValue sets the Value field's value.

func (Filter) String added in v1.15.86 

func (s Filter) String() string

String returns the string representation

func (*Filter) Validate added in v1.15.86 

func (s *Filter) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type FinalHyperParameterTuningJobObjectiveMetric added in v1.14.0 

type FinalHyperParameterTuningJobObjectiveMetric struct {

	// The name of the objective metric.
	//
	// MetricName is a required field
	MetricName *string `min:"1" type:"string" required:"true"`

	// Whether to minimize or maximize the objective metric. Valid values are Minimize
	// and Maximize.
	Type *string `type:"string" enum:"HyperParameterTuningJobObjectiveType"`

	// The value of the objective metric.
	//
	// Value is a required field
	Value *float64 `type:"float" required:"true"`
	// contains filtered or unexported fields
}

Shows the final value for the objective metric for a training job that was launched by a hyperparameter tuning job. You define the objective metric in the HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig.

func (FinalHyperParameterTuningJobObjectiveMetric) GoString added in v1.14.0 

func (s FinalHyperParameterTuningJobObjectiveMetric) GoString() string

GoString returns the string representation

func (*FinalHyperParameterTuningJobObjectiveMetric) SetMetricName added in v1.14.0 

func (s *FinalHyperParameterTuningJobObjectiveMetric) SetMetricName(v string) *FinalHyperParameterTuningJobObjectiveMetric

SetMetricName sets the MetricName field's value.

func (*FinalHyperParameterTuningJobObjectiveMetric) SetType added in v1.14.0 

func (s *FinalHyperParameterTuningJobObjectiveMetric) SetType(v string) *FinalHyperParameterTuningJobObjectiveMetric

SetType sets the Type field's value.

func (*FinalHyperParameterTuningJobObjectiveMetric) SetValue added in v1.14.0 

func (s *FinalHyperParameterTuningJobObjectiveMetric) SetValue(v float64) *FinalHyperParameterTuningJobObjectiveMetric

SetValue sets the Value field's value.

func (FinalHyperParameterTuningJobObjectiveMetric) String added in v1.14.0 

func (s FinalHyperParameterTuningJobObjectiveMetric) String() string

String returns the string representation

type GetSearchSuggestionsInput added in v1.15.86 

type GetSearchSuggestionsInput struct {

	// The name of the Amazon SageMaker resource to Search for. The only valid Resource
	// value is TrainingJob.
	//
	// Resource is a required field
	Resource *string `type:"string" required:"true" enum:"ResourceType"`

	// Limits the property names that are included in the response.
	SuggestionQuery *SuggestionQuery `type:"structure"`
	// contains filtered or unexported fields
}

func (GetSearchSuggestionsInput) GoString added in v1.15.86 

func (s GetSearchSuggestionsInput) GoString() string

GoString returns the string representation

func (*GetSearchSuggestionsInput) SetResource added in v1.15.86 

func (s *GetSearchSuggestionsInput) SetResource(v string) *GetSearchSuggestionsInput

SetResource sets the Resource field's value.

func (*GetSearchSuggestionsInput) SetSuggestionQuery added in v1.15.86 

func (s *GetSearchSuggestionsInput) SetSuggestionQuery(v *SuggestionQuery) *GetSearchSuggestionsInput

SetSuggestionQuery sets the SuggestionQuery field's value.

func (GetSearchSuggestionsInput) String added in v1.15.86 

func (s GetSearchSuggestionsInput) String() string

String returns the string representation

func (*GetSearchSuggestionsInput) Validate added in v1.15.86 

func (s *GetSearchSuggestionsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type GetSearchSuggestionsOutput added in v1.15.86 

type GetSearchSuggestionsOutput struct {

	// A list of property names for a Resource that match a SuggestionQuery.
	PropertyNameSuggestions []*PropertyNameSuggestion `type:"list"`
	// contains filtered or unexported fields
}

func (GetSearchSuggestionsOutput) GoString added in v1.15.86 

func (s GetSearchSuggestionsOutput) GoString() string

GoString returns the string representation

func (*GetSearchSuggestionsOutput) SetPropertyNameSuggestions added in v1.15.86 

func (s *GetSearchSuggestionsOutput) SetPropertyNameSuggestions(v []*PropertyNameSuggestion) *GetSearchSuggestionsOutput

SetPropertyNameSuggestions sets the PropertyNameSuggestions field's value.

func (GetSearchSuggestionsOutput) String added in v1.15.86 

func (s GetSearchSuggestionsOutput) String() string

String returns the string representation

type GitConfig added in v1.15.86 

type GitConfig struct {

	// The default brach for the git repository.
	Branch *string `min:"1" type:"string"`

	// The URL where the git repository is located.
	//
	// RepositoryUrl is a required field
	RepositoryUrl *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains
	// the credentials used to access the git repository. The secret must have a
	// staging label of AWSCURRENT and must be in the following format:
	//
	// {"username": UserName, "password": Password}
	SecretArn *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Specifies configuration details for a git repository in your AWS account.

func (GitConfig) GoString added in v1.15.86 

func (s GitConfig) GoString() string

GoString returns the string representation

func (*GitConfig) SetBranch added in v1.15.86 

func (s *GitConfig) SetBranch(v string) *GitConfig

SetBranch sets the Branch field's value.

func (*GitConfig) SetRepositoryUrl added in v1.15.86 

func (s *GitConfig) SetRepositoryUrl(v string) *GitConfig

SetRepositoryUrl sets the RepositoryUrl field's value.

func (*GitConfig) SetSecretArn added in v1.15.86 

func (s *GitConfig) SetSecretArn(v string) *GitConfig

SetSecretArn sets the SecretArn field's value.

func (GitConfig) String added in v1.15.86 

func (s GitConfig) String() string

String returns the string representation

func (*GitConfig) Validate added in v1.15.86 

func (s *GitConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type GitConfigForUpdate added in v1.15.86 

type GitConfigForUpdate struct {

	// The Amazon Resource Name (ARN) of the AWS Secrets Manager secret that contains
	// the credentials used to access the git repository. The secret must have a
	// staging label of AWSCURRENT and must be in the following format:
	//
	// {"username": UserName, "password": Password}
	SecretArn *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Specifies configuration details for a git repository when the repository is updated.

func (GitConfigForUpdate) GoString added in v1.15.86 

func (s GitConfigForUpdate) GoString() string

GoString returns the string representation

func (*GitConfigForUpdate) SetSecretArn added in v1.15.86 

func (s *GitConfigForUpdate) SetSecretArn(v string) *GitConfigForUpdate

SetSecretArn sets the SecretArn field's value.

func (GitConfigForUpdate) String added in v1.15.86 

func (s GitConfigForUpdate) String() string

String returns the string representation

func (*GitConfigForUpdate) Validate added in v1.15.86 

func (s *GitConfigForUpdate) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HumanTaskConfig added in v1.15.86 

type HumanTaskConfig struct {

	// Configures how labels are consolidated across human workers.
	//
	// AnnotationConsolidationConfig is a required field
	AnnotationConsolidationConfig *AnnotationConsolidationConfig `type:"structure" required:"true"`

	// Defines the maximum number of data objects that can be labeled by human workers
	// at the same time. Each object may have more than one worker at one time.
	MaxConcurrentTaskCount *int64 `min:"1" type:"integer"`

	// The number of human workers that will label an object.
	//
	// NumberOfHumanWorkersPerDataObject is a required field
	NumberOfHumanWorkersPerDataObject *int64 `min:"1" type:"integer" required:"true"`

	// The Amazon Resource Name (ARN) of a Lambda function that is run before a
	// data object is sent to a human worker. Use this function to provide input
	// to a custom labeling job.
	//
	// PreHumanTaskLambdaArn is a required field
	PreHumanTaskLambdaArn *string `type:"string" required:"true"`

	// The price that you pay for each task performed by a public worker.
	PublicWorkforceTaskPrice *PublicWorkforceTaskPrice `type:"structure"`

	// The length of time that a task remains available for labelling by human workers.
	TaskAvailabilityLifetimeInSeconds *int64 `min:"1" type:"integer"`

	// A description of the task for your human workers.
	//
	// TaskDescription is a required field
	TaskDescription *string `min:"1" type:"string" required:"true"`

	// Keywords used to describe the task so that workers on Amazon Mechanical Turk
	// can discover the task.
	TaskKeywords []*string `min:"1" type:"list"`

	// The amount of time that a worker has to complete a task.
	//
	// TaskTimeLimitInSeconds is a required field
	TaskTimeLimitInSeconds *int64 `min:"1" type:"integer" required:"true"`

	// A title for the task for your human workers.
	//
	// TaskTitle is a required field
	TaskTitle *string `min:"1" type:"string" required:"true"`

	// Information about the user interface that workers use to complete the labeling
	// task.
	//
	// UiConfig is a required field
	UiConfig *UiConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the work team assigned to complete the
	// tasks.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Information required for human workers to complete a labeling task.

func (HumanTaskConfig) GoString added in v1.15.86 

func (s HumanTaskConfig) GoString() string

GoString returns the string representation

func (*HumanTaskConfig) SetAnnotationConsolidationConfig added in v1.15.86 

func (s *HumanTaskConfig) SetAnnotationConsolidationConfig(v *AnnotationConsolidationConfig) *HumanTaskConfig

SetAnnotationConsolidationConfig sets the AnnotationConsolidationConfig field's value.

func (*HumanTaskConfig) SetMaxConcurrentTaskCount added in v1.15.86 

func (s *HumanTaskConfig) SetMaxConcurrentTaskCount(v int64) *HumanTaskConfig

SetMaxConcurrentTaskCount sets the MaxConcurrentTaskCount field's value.

func (*HumanTaskConfig) SetNumberOfHumanWorkersPerDataObject added in v1.15.86 

func (s *HumanTaskConfig) SetNumberOfHumanWorkersPerDataObject(v int64) *HumanTaskConfig

SetNumberOfHumanWorkersPerDataObject sets the NumberOfHumanWorkersPerDataObject field's value.

func (*HumanTaskConfig) SetPreHumanTaskLambdaArn added in v1.15.86 

func (s *HumanTaskConfig) SetPreHumanTaskLambdaArn(v string) *HumanTaskConfig

SetPreHumanTaskLambdaArn sets the PreHumanTaskLambdaArn field's value.

func (*HumanTaskConfig) SetPublicWorkforceTaskPrice added in v1.15.86 

func (s *HumanTaskConfig) SetPublicWorkforceTaskPrice(v *PublicWorkforceTaskPrice) *HumanTaskConfig

SetPublicWorkforceTaskPrice sets the PublicWorkforceTaskPrice field's value.

func (*HumanTaskConfig) SetTaskAvailabilityLifetimeInSeconds added in v1.15.86 

func (s *HumanTaskConfig) SetTaskAvailabilityLifetimeInSeconds(v int64) *HumanTaskConfig

SetTaskAvailabilityLifetimeInSeconds sets the TaskAvailabilityLifetimeInSeconds field's value.

func (*HumanTaskConfig) SetTaskDescription added in v1.15.86 

func (s *HumanTaskConfig) SetTaskDescription(v string) *HumanTaskConfig

SetTaskDescription sets the TaskDescription field's value.

func (*HumanTaskConfig) SetTaskKeywords added in v1.15.86 

func (s *HumanTaskConfig) SetTaskKeywords(v []*string) *HumanTaskConfig

SetTaskKeywords sets the TaskKeywords field's value.

func (*HumanTaskConfig) SetTaskTimeLimitInSeconds added in v1.15.86 

func (s *HumanTaskConfig) SetTaskTimeLimitInSeconds(v int64) *HumanTaskConfig

SetTaskTimeLimitInSeconds sets the TaskTimeLimitInSeconds field's value.

func (*HumanTaskConfig) SetTaskTitle added in v1.15.86 

func (s *HumanTaskConfig) SetTaskTitle(v string) *HumanTaskConfig

SetTaskTitle sets the TaskTitle field's value.

func (*HumanTaskConfig) SetUiConfig added in v1.15.86 

func (s *HumanTaskConfig) SetUiConfig(v *UiConfig) *HumanTaskConfig

SetUiConfig sets the UiConfig field's value.

func (*HumanTaskConfig) SetWorkteamArn added in v1.15.86 

func (s *HumanTaskConfig) SetWorkteamArn(v string) *HumanTaskConfig

SetWorkteamArn sets the WorkteamArn field's value.

func (HumanTaskConfig) String added in v1.15.86 

func (s HumanTaskConfig) String() string

String returns the string representation

func (*HumanTaskConfig) Validate added in v1.15.86 

func (s *HumanTaskConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HyperParameterAlgorithmSpecification added in v1.14.0 

type HyperParameterAlgorithmSpecification struct {

	// The name of the resource algorithm to use for the hyperparameter tuning job.
	// If you specify a value for this parameter, do not specify a value for TrainingImage.
	AlgorithmName *string `min:"1" type:"string"`

	// An array of MetricDefinition objects that specify the metrics that the algorithm
	// emits.
	MetricDefinitions []*MetricDefinition `type:"list"`

	// The registry path of the Docker image that contains the training algorithm.
	// For information about Docker registry paths for built-in algorithms, see
	// Algorithms Provided by Amazon SageMaker: Common Parameters (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	TrainingImage *string `type:"string"`

	// The input mode that the algorithm supports: File or Pipe. In File input mode,
	// Amazon SageMaker downloads the training data from Amazon S3 to the storage
	// volume that is attached to the training instance and mounts the directory
	// to the Docker volume for the training container. In Pipe input mode, Amazon
	// SageMaker streams data directly from Amazon S3 to the container.
	//
	// If you specify File mode, make sure that you provision the storage volume
	// that is attached to the training instance with enough capacity to accommodate
	// the training data downloaded from Amazon S3, the model artifacts, and intermediate
	// information.
	//
	// For more information about input modes, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html)
	//
	// TrainingInputMode is a required field
	TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
	// contains filtered or unexported fields
}

Specifies which training algorithm to use for training jobs that a hyperparameter tuning job launches and the metrics to monitor.

func (HyperParameterAlgorithmSpecification) GoString added in v1.14.0 

func (s HyperParameterAlgorithmSpecification) GoString() string

GoString returns the string representation

func (*HyperParameterAlgorithmSpecification) SetAlgorithmName added in v1.15.86 

func (s *HyperParameterAlgorithmSpecification) SetAlgorithmName(v string) *HyperParameterAlgorithmSpecification

SetAlgorithmName sets the AlgorithmName field's value.

func (*HyperParameterAlgorithmSpecification) SetMetricDefinitions added in v1.14.0 

func (s *HyperParameterAlgorithmSpecification) SetMetricDefinitions(v []*MetricDefinition) *HyperParameterAlgorithmSpecification

SetMetricDefinitions sets the MetricDefinitions field's value.

func (*HyperParameterAlgorithmSpecification) SetTrainingImage added in v1.14.0 

func (s *HyperParameterAlgorithmSpecification) SetTrainingImage(v string) *HyperParameterAlgorithmSpecification

SetTrainingImage sets the TrainingImage field's value.

func (*HyperParameterAlgorithmSpecification) SetTrainingInputMode added in v1.14.0 

func (s *HyperParameterAlgorithmSpecification) SetTrainingInputMode(v string) *HyperParameterAlgorithmSpecification

SetTrainingInputMode sets the TrainingInputMode field's value.

func (HyperParameterAlgorithmSpecification) String added in v1.14.0 

func (s HyperParameterAlgorithmSpecification) String() string

String returns the string representation

func (*HyperParameterAlgorithmSpecification) Validate added in v1.14.0 

func (s *HyperParameterAlgorithmSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HyperParameterSpecification added in v1.15.86 

type HyperParameterSpecification struct {

	// The default value for this hyperparameter. If a default value is specified,
	// a hyperparameter cannot be required.
	DefaultValue *string `type:"string"`

	// A brief description of the hyperparameter.
	Description *string `type:"string"`

	// Indicates whether this hyperparameter is required.
	IsRequired *bool `type:"boolean"`

	// Indicates whether this hyperparameter is tunable in a hyperparameter tuning
	// job.
	IsTunable *bool `type:"boolean"`

	// The name of this hyperparameter. The name must be unique.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`

	// The allowed range for this hyperparameter.
	Range *ParameterRange `type:"structure"`

	// The type of this hyperparameter. The valid types are Integer, Continuous,
	// Categorical, and FreeText.
	//
	// Type is a required field
	Type *string `type:"string" required:"true" enum:"ParameterType"`
	// contains filtered or unexported fields
}

Defines a hyperparameter to be used by an algorithm.

func (HyperParameterSpecification) GoString added in v1.15.86 

func (s HyperParameterSpecification) GoString() string

GoString returns the string representation

func (*HyperParameterSpecification) SetDefaultValue added in v1.15.86 

func (s *HyperParameterSpecification) SetDefaultValue(v string) *HyperParameterSpecification

SetDefaultValue sets the DefaultValue field's value.

func (*HyperParameterSpecification) SetDescription added in v1.15.86 

func (s *HyperParameterSpecification) SetDescription(v string) *HyperParameterSpecification

SetDescription sets the Description field's value.

func (*HyperParameterSpecification) SetIsRequired added in v1.15.86 

func (s *HyperParameterSpecification) SetIsRequired(v bool) *HyperParameterSpecification

SetIsRequired sets the IsRequired field's value.

func (*HyperParameterSpecification) SetIsTunable added in v1.15.86 

func (s *HyperParameterSpecification) SetIsTunable(v bool) *HyperParameterSpecification

SetIsTunable sets the IsTunable field's value.

func (*HyperParameterSpecification) SetName added in v1.15.86 

func (s *HyperParameterSpecification) SetName(v string) *HyperParameterSpecification

SetName sets the Name field's value.

func (*HyperParameterSpecification) SetRange added in v1.15.86 

func (s *HyperParameterSpecification) SetRange(v *ParameterRange) *HyperParameterSpecification

SetRange sets the Range field's value.

func (*HyperParameterSpecification) SetType added in v1.15.86 

func (s *HyperParameterSpecification) SetType(v string) *HyperParameterSpecification

SetType sets the Type field's value.

func (HyperParameterSpecification) String added in v1.15.86 

func (s HyperParameterSpecification) String() string

String returns the string representation

func (*HyperParameterSpecification) Validate added in v1.15.86 

func (s *HyperParameterSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HyperParameterTrainingJobDefinition added in v1.14.0 

type HyperParameterTrainingJobDefinition struct {

	// The HyperParameterAlgorithmSpecification object that specifies the algorithm
	// to use for the training jobs that the tuning job launches.
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *HyperParameterAlgorithmSpecification `type:"structure" required:"true"`

	// Isolates the training container. No inbound or outbound network calls can
	// be made, except for calls between peers within a training cluster for distributed
	// training. If network isolation is used for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specifed VPC, but the training container does not have
	// network access.
	//
	// The Semantic Segmentation built-in algorithm does not support network isolation.
	EnableNetworkIsolation *bool `type:"boolean"`

	// An array of Channel objects that specify the input for the training jobs
	// that the tuning job launches.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// Specifies the path to the Amazon S3 bucket where you store model artifacts
	// from the training jobs that the tuning job launches.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// The resources, including the compute instances and storage volumes, to use
	// for the training jobs that the tuning job launches.
	//
	// Storage volumes store model artifacts and incremental states. Training algorithms
	// might also use storage volumes for scratch space. If you want Amazon SageMaker
	// to use the storage volume to store the training data, choose File as the
	// TrainingInputMode in the algorithm specification. For distributed training
	// algorithms, specify an instance count greater than 1.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the IAM role associated with the training
	// jobs that the tuning job launches.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies the values of hyperparameters that do not change for the tuning
	// job.
	StaticHyperParameters map[string]*string `type:"map"`

	// Sets a maximum duration for the training jobs that the tuning job launches.
	// Use this parameter to limit model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This
	// delays job termination for 120 seconds. Algorithms might use this 120-second
	// window to save the model artifacts.
	//
	// When Amazon SageMaker terminates a job because the stopping condition has
	// been met, training algorithms provided by Amazon SageMaker save the intermediate
	// results of the job.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// The VpcConfig object that specifies the VPC that you want the training jobs
	// that this hyperparameter tuning job launches to connect to. Control access
	// to and from your training container by configuring the VPC. For more information,
	// see Protect Training Jobs by Using an Amazon Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

Defines the training jobs launched by a hyperparameter tuning job.

func (HyperParameterTrainingJobDefinition) GoString added in v1.14.0 

func (s HyperParameterTrainingJobDefinition) GoString() string

GoString returns the string representation

func (*HyperParameterTrainingJobDefinition) SetAlgorithmSpecification added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetAlgorithmSpecification(v *HyperParameterAlgorithmSpecification) *HyperParameterTrainingJobDefinition

SetAlgorithmSpecification sets the AlgorithmSpecification field's value.

func (*HyperParameterTrainingJobDefinition) SetEnableNetworkIsolation added in v1.15.86 

func (s *HyperParameterTrainingJobDefinition) SetEnableNetworkIsolation(v bool) *HyperParameterTrainingJobDefinition

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*HyperParameterTrainingJobDefinition) SetInputDataConfig added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetInputDataConfig(v []*Channel) *HyperParameterTrainingJobDefinition

SetInputDataConfig sets the InputDataConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetOutputDataConfig added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *HyperParameterTrainingJobDefinition

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetResourceConfig added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *HyperParameterTrainingJobDefinition

SetResourceConfig sets the ResourceConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetRoleArn added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetRoleArn(v string) *HyperParameterTrainingJobDefinition

SetRoleArn sets the RoleArn field's value.

func (*HyperParameterTrainingJobDefinition) SetStaticHyperParameters added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetStaticHyperParameters(v map[string]*string) *HyperParameterTrainingJobDefinition

SetStaticHyperParameters sets the StaticHyperParameters field's value.

func (*HyperParameterTrainingJobDefinition) SetStoppingCondition added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *HyperParameterTrainingJobDefinition

SetStoppingCondition sets the StoppingCondition field's value.

func (*HyperParameterTrainingJobDefinition) SetVpcConfig added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) SetVpcConfig(v *VpcConfig) *HyperParameterTrainingJobDefinition

SetVpcConfig sets the VpcConfig field's value.

func (HyperParameterTrainingJobDefinition) String added in v1.14.0 

func (s HyperParameterTrainingJobDefinition) String() string

String returns the string representation

func (*HyperParameterTrainingJobDefinition) Validate added in v1.14.0 

func (s *HyperParameterTrainingJobDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HyperParameterTrainingJobSummary added in v1.14.0 

type HyperParameterTrainingJobSummary struct {

	// The date and time that the training job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The reason that the training job failed.
	FailureReason *string `type:"string"`

	// The FinalHyperParameterTuningJobObjectiveMetric object that specifies the
	// value of the objective metric of the tuning job that launched this training
	// job.
	FinalHyperParameterTuningJobObjectiveMetric *FinalHyperParameterTuningJobObjectiveMetric `type:"structure"`

	// The status of the objective metric for the training job:
	//
	//    * Succeeded: The final objective metric for the training job was evaluated
	//    by the hyperparameter tuning job and used in the hyperparameter tuning
	//    process.
	//
	//    * Pending: The training job is in progress and evaluation of its final
	//    objective metric is pending.
	//
	//    * Failed: The final objective metric for the training job was not evaluated,
	//    and was not used in the hyperparameter tuning process. This typically
	//    occurs when the training job failed or did not emit an objective metric.
	ObjectiveStatus *string `type:"string" enum:"ObjectiveStatus"`

	// The date and time that the training job ended.
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`

	// The name of the training job.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// The status of the training job.
	//
	// TrainingJobStatus is a required field
	TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`

	// The date and time that the training job started.
	TrainingStartTime *time.Time `type:"timestamp"`

	// A list of the hyperparameters for which you specified ranges to search.
	//
	// TunedHyperParameters is a required field
	TunedHyperParameters map[string]*string `type:"map" required:"true"`

	// The name of the hyperparameter tuning job that launched this training job.
	TuningJobName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Specifies summary information about a training job.

func (HyperParameterTrainingJobSummary) GoString added in v1.14.0 

func (s HyperParameterTrainingJobSummary) GoString() string

GoString returns the string representation

func (*HyperParameterTrainingJobSummary) SetCreationTime added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetCreationTime(v time.Time) *HyperParameterTrainingJobSummary

SetCreationTime sets the CreationTime field's value.

func (*HyperParameterTrainingJobSummary) SetFailureReason added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetFailureReason(v string) *HyperParameterTrainingJobSummary

SetFailureReason sets the FailureReason field's value.

func (*HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetFinalHyperParameterTuningJobObjectiveMetric(v *FinalHyperParameterTuningJobObjectiveMetric) *HyperParameterTrainingJobSummary

SetFinalHyperParameterTuningJobObjectiveMetric sets the FinalHyperParameterTuningJobObjectiveMetric field's value.

func (*HyperParameterTrainingJobSummary) SetObjectiveStatus added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetObjectiveStatus(v string) *HyperParameterTrainingJobSummary

SetObjectiveStatus sets the ObjectiveStatus field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingEndTime added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetTrainingEndTime(v time.Time) *HyperParameterTrainingJobSummary

SetTrainingEndTime sets the TrainingEndTime field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingJobArn added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetTrainingJobArn(v string) *HyperParameterTrainingJobSummary

SetTrainingJobArn sets the TrainingJobArn field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingJobName added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetTrainingJobName(v string) *HyperParameterTrainingJobSummary

SetTrainingJobName sets the TrainingJobName field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingJobStatus added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetTrainingJobStatus(v string) *HyperParameterTrainingJobSummary

SetTrainingJobStatus sets the TrainingJobStatus field's value.

func (*HyperParameterTrainingJobSummary) SetTrainingStartTime added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetTrainingStartTime(v time.Time) *HyperParameterTrainingJobSummary

SetTrainingStartTime sets the TrainingStartTime field's value.

func (*HyperParameterTrainingJobSummary) SetTunedHyperParameters added in v1.14.0 

func (s *HyperParameterTrainingJobSummary) SetTunedHyperParameters(v map[string]*string) *HyperParameterTrainingJobSummary

SetTunedHyperParameters sets the TunedHyperParameters field's value.

func (*HyperParameterTrainingJobSummary) SetTuningJobName added in v1.15.76 

func (s *HyperParameterTrainingJobSummary) SetTuningJobName(v string) *HyperParameterTrainingJobSummary

SetTuningJobName sets the TuningJobName field's value.

func (HyperParameterTrainingJobSummary) String added in v1.14.0 

func (s HyperParameterTrainingJobSummary) String() string

String returns the string representation

type HyperParameterTuningJobConfig added in v1.14.0 

type HyperParameterTuningJobConfig struct {

	// The HyperParameterTuningJobObjective object that specifies the objective
	// metric for this tuning job.
	//
	// HyperParameterTuningJobObjective is a required field
	HyperParameterTuningJobObjective *HyperParameterTuningJobObjective `type:"structure" required:"true"`

	// The ParameterRanges object that specifies the ranges of hyperparameters that
	// this tuning job searches.
	//
	// ParameterRanges is a required field
	ParameterRanges *ParameterRanges `type:"structure" required:"true"`

	// The ResourceLimits object that specifies the maximum number of training jobs
	// and parallel training jobs for this tuning job.
	//
	// ResourceLimits is a required field
	ResourceLimits *ResourceLimits `type:"structure" required:"true"`

	// Specifies the search strategy for hyperparameters. Currently, the only valid
	// value is Bayesian.
	//
	// Strategy is a required field
	Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"`
	// contains filtered or unexported fields
}

Configures a hyperparameter tuning job.

func (HyperParameterTuningJobConfig) GoString added in v1.14.0 

func (s HyperParameterTuningJobConfig) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective added in v1.14.0 

func (s *HyperParameterTuningJobConfig) SetHyperParameterTuningJobObjective(v *HyperParameterTuningJobObjective) *HyperParameterTuningJobConfig

SetHyperParameterTuningJobObjective sets the HyperParameterTuningJobObjective field's value.

func (*HyperParameterTuningJobConfig) SetParameterRanges added in v1.14.0 

func (s *HyperParameterTuningJobConfig) SetParameterRanges(v *ParameterRanges) *HyperParameterTuningJobConfig

SetParameterRanges sets the ParameterRanges field's value.

func (*HyperParameterTuningJobConfig) SetResourceLimits added in v1.14.0 

func (s *HyperParameterTuningJobConfig) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobConfig

SetResourceLimits sets the ResourceLimits field's value.

func (*HyperParameterTuningJobConfig) SetStrategy added in v1.14.0 

func (s *HyperParameterTuningJobConfig) SetStrategy(v string) *HyperParameterTuningJobConfig

SetStrategy sets the Strategy field's value.

func (HyperParameterTuningJobConfig) String added in v1.14.0 

func (s HyperParameterTuningJobConfig) String() string

String returns the string representation

func (*HyperParameterTuningJobConfig) Validate added in v1.14.0 

func (s *HyperParameterTuningJobConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HyperParameterTuningJobObjective added in v1.14.0 

type HyperParameterTuningJobObjective struct {

	// The name of the metric to use for the objective metric.
	//
	// MetricName is a required field
	MetricName *string `min:"1" type:"string" required:"true"`

	// Whether to minimize or maximize the objective metric.
	//
	// Type is a required field
	Type *string `type:"string" required:"true" enum:"HyperParameterTuningJobObjectiveType"`
	// contains filtered or unexported fields
}

Defines the objective metric for a hyperparameter tuning job. Hyperparameter tuning uses the value of this metric to evaluate the training jobs it launches, and returns the training job that results in either the highest or lowest value for this metric, depending on the value you specify for the Type parameter.

func (HyperParameterTuningJobObjective) GoString added in v1.14.0 

func (s HyperParameterTuningJobObjective) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobObjective) SetMetricName added in v1.14.0 

func (s *HyperParameterTuningJobObjective) SetMetricName(v string) *HyperParameterTuningJobObjective

SetMetricName sets the MetricName field's value.

func (*HyperParameterTuningJobObjective) SetType added in v1.14.0 

func (s *HyperParameterTuningJobObjective) SetType(v string) *HyperParameterTuningJobObjective

SetType sets the Type field's value.

func (HyperParameterTuningJobObjective) String added in v1.14.0 

func (s HyperParameterTuningJobObjective) String() string

String returns the string representation

func (*HyperParameterTuningJobObjective) Validate added in v1.14.0 

func (s *HyperParameterTuningJobObjective) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type HyperParameterTuningJobSummary added in v1.14.0 

type HyperParameterTuningJobSummary struct {

	// The date and time that the tuning job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The date and time that the tuning job ended.
	HyperParameterTuningEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the tuning job.
	//
	// HyperParameterTuningJobArn is a required field
	HyperParameterTuningJobArn *string `type:"string" required:"true"`

	// The name of the tuning job.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// The status of the tuning job.
	//
	// HyperParameterTuningJobStatus is a required field
	HyperParameterTuningJobStatus *string `type:"string" required:"true" enum:"HyperParameterTuningJobStatus"`

	// The date and time that the tuning job was modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ObjectiveStatusCounters object that specifies the numbers of training
	// jobs, categorized by objective metric status, that this tuning job launched.
	//
	// ObjectiveStatusCounters is a required field
	ObjectiveStatusCounters *ObjectiveStatusCounters `type:"structure" required:"true"`

	// The ResourceLimits object that specifies the maximum number of training jobs
	// and parallel training jobs allowed for this tuning job.
	ResourceLimits *ResourceLimits `type:"structure"`

	// Specifies the search strategy hyperparameter tuning uses to choose which
	// hyperparameters to use for each iteration. Currently, the only valid value
	// is Bayesian.
	//
	// Strategy is a required field
	Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"`

	// The TrainingJobStatusCounters object that specifies the numbers of training
	// jobs, categorized by status, that this tuning job launched.
	//
	// TrainingJobStatusCounters is a required field
	TrainingJobStatusCounters *TrainingJobStatusCounters `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information about a hyperparameter tuning job.

func (HyperParameterTuningJobSummary) GoString added in v1.14.0 

func (s HyperParameterTuningJobSummary) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobSummary) SetCreationTime added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetCreationTime(v time.Time) *HyperParameterTuningJobSummary

SetCreationTime sets the CreationTime field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningEndTime(v time.Time) *HyperParameterTuningJobSummary

SetHyperParameterTuningEndTime sets the HyperParameterTuningEndTime field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningJobArn added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobArn(v string) *HyperParameterTuningJobSummary

SetHyperParameterTuningJobArn sets the HyperParameterTuningJobArn field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningJobName added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobName(v string) *HyperParameterTuningJobSummary

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetHyperParameterTuningJobStatus(v string) *HyperParameterTuningJobSummary

SetHyperParameterTuningJobStatus sets the HyperParameterTuningJobStatus field's value.

func (*HyperParameterTuningJobSummary) SetLastModifiedTime added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetLastModifiedTime(v time.Time) *HyperParameterTuningJobSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*HyperParameterTuningJobSummary) SetObjectiveStatusCounters added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetObjectiveStatusCounters(v *ObjectiveStatusCounters) *HyperParameterTuningJobSummary

SetObjectiveStatusCounters sets the ObjectiveStatusCounters field's value.

func (*HyperParameterTuningJobSummary) SetResourceLimits added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetResourceLimits(v *ResourceLimits) *HyperParameterTuningJobSummary

SetResourceLimits sets the ResourceLimits field's value.

func (*HyperParameterTuningJobSummary) SetStrategy added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetStrategy(v string) *HyperParameterTuningJobSummary

SetStrategy sets the Strategy field's value.

func (*HyperParameterTuningJobSummary) SetTrainingJobStatusCounters added in v1.14.0 

func (s *HyperParameterTuningJobSummary) SetTrainingJobStatusCounters(v *TrainingJobStatusCounters) *HyperParameterTuningJobSummary

SetTrainingJobStatusCounters sets the TrainingJobStatusCounters field's value.

func (HyperParameterTuningJobSummary) String added in v1.14.0 

func (s HyperParameterTuningJobSummary) String() string

String returns the string representation

type HyperParameterTuningJobWarmStartConfig added in v1.15.76 

type HyperParameterTuningJobWarmStartConfig struct {

	// An array of hyperparameter tuning jobs that are used as the starting point
	// for the new hyperparameter tuning job. For more information about warm starting
	// a hyperparameter tuning job, see Using a Previous Hyperparameter Tuning Job
	// as a Starting Point (http://docs.aws.amazon.com/automatic-model-tuning-incremental).
	//
	// Hyperparameter tuning jobs created before October 1, 2018 cannot be used
	// as parent jobs for warm start tuning jobs.
	//
	// ParentHyperParameterTuningJobs is a required field
	ParentHyperParameterTuningJobs []*ParentHyperParameterTuningJob `min:"1" type:"list" required:"true"`

	// Specifies one of the following:
	//
	// IDENTICAL_DATA_AND_ALGORITHMThe new hyperparameter tuning job uses the same
	// input data and training image as the parent tuning jobs. You can change the
	// hyperparameter ranges to search and the maximum number of training jobs that
	// the hyperparameter tuning job launches. You cannot use a new version of the
	// training algorithm, unless the changes in the new version do not affect the
	// algorithm itself. For example, changes that improve logging or adding support
	// for a different data format are allowed. You can also change hyperparameters
	// from tunable to static, and from static to tunable, but the total number
	// of static plus tunable hyperparameters must remain the same as it is in all
	// parent jobs. The objective metric for the new tuning job must be the same
	// as for all parent jobs.
	//
	// TRANSFER_LEARNINGThe new hyperparameter tuning job can include input data,
	// hyperparameter ranges, maximum number of concurrent training jobs, and maximum
	// number of training jobs that are different than those of its parent hyperparameter
	// tuning jobs. The training image can also be a different version from the
	// version used in the parent hyperparameter tuning job. You can also change
	// hyperparameters from tunable to static, and from static to tunable, but the
	// total number of static plus tunable hyperparameters must remain the same
	// as it is in all parent jobs. The objective metric for the new tuning job
	// must be the same as for all parent jobs.
	//
	// WarmStartType is a required field
	WarmStartType *string `type:"string" required:"true" enum:"HyperParameterTuningJobWarmStartType"`
	// contains filtered or unexported fields
}

Specifies the configuration for a hyperparameter tuning job that uses one or more previous hyperparameter tuning jobs as a starting point. The results of previous tuning jobs are used to inform which combinations of hyperparameters to search over in the new tuning job.

All training jobs launched by the new hyperparameter tuning job are evaluated by using the objective metric, and the training job that performs the best is compared to the best training jobs from the parent tuning jobs. From these, the training job that performs the best as measured by the objective metric is returned as the overall best training job.

All training jobs launched by parent hyperparameter tuning jobs and the new hyperparameter tuning jobs count against the limit of training jobs for the tuning job.

func (HyperParameterTuningJobWarmStartConfig) GoString added in v1.15.76 

func (s HyperParameterTuningJobWarmStartConfig) GoString() string

GoString returns the string representation

func (*HyperParameterTuningJobWarmStartConfig) SetParentHyperParameterTuningJobs added in v1.15.76 

func (s *HyperParameterTuningJobWarmStartConfig) SetParentHyperParameterTuningJobs(v []*ParentHyperParameterTuningJob) *HyperParameterTuningJobWarmStartConfig

SetParentHyperParameterTuningJobs sets the ParentHyperParameterTuningJobs field's value.

func (*HyperParameterTuningJobWarmStartConfig) SetWarmStartType added in v1.15.76 

func (s *HyperParameterTuningJobWarmStartConfig) SetWarmStartType(v string) *HyperParameterTuningJobWarmStartConfig

SetWarmStartType sets the WarmStartType field's value.

func (HyperParameterTuningJobWarmStartConfig) String added in v1.15.76 

func (s HyperParameterTuningJobWarmStartConfig) String() string

String returns the string representation

func (*HyperParameterTuningJobWarmStartConfig) Validate added in v1.15.76 

func (s *HyperParameterTuningJobWarmStartConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type InferenceSpecification added in v1.15.86 

type InferenceSpecification struct {

	// The Amazon ECR registry path of the Docker image that contains the inference
	// code.
	//
	// Containers is a required field
	Containers []*ModelPackageContainerDefinition `min:"1" type:"list" required:"true"`

	// The supported MIME types for the input data.
	//
	// SupportedContentTypes is a required field
	SupportedContentTypes []*string `type:"list" required:"true"`

	// A list of the instance types that are used to generate inferences in real-time.
	//
	// SupportedRealtimeInferenceInstanceTypes is a required field
	SupportedRealtimeInferenceInstanceTypes []*string `type:"list" required:"true"`

	// The supported MIME types for the output data.
	//
	// SupportedResponseMIMETypes is a required field
	SupportedResponseMIMETypes []*string `type:"list" required:"true"`

	// A list of the instance types on which a transformation job can be run or
	// on which an endpoint can be deployed.
	//
	// SupportedTransformInstanceTypes is a required field
	SupportedTransformInstanceTypes []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

Defines how to perform inference generation after a training job is run.

func (InferenceSpecification) GoString added in v1.15.86 

func (s InferenceSpecification) GoString() string

GoString returns the string representation

func (*InferenceSpecification) SetContainers added in v1.15.86 

func (s *InferenceSpecification) SetContainers(v []*ModelPackageContainerDefinition) *InferenceSpecification

SetContainers sets the Containers field's value.

func (*InferenceSpecification) SetSupportedContentTypes added in v1.15.86 

func (s *InferenceSpecification) SetSupportedContentTypes(v []*string) *InferenceSpecification

SetSupportedContentTypes sets the SupportedContentTypes field's value.

func (*InferenceSpecification) SetSupportedRealtimeInferenceInstanceTypes added in v1.15.86 

func (s *InferenceSpecification) SetSupportedRealtimeInferenceInstanceTypes(v []*string) *InferenceSpecification

SetSupportedRealtimeInferenceInstanceTypes sets the SupportedRealtimeInferenceInstanceTypes field's value.

func (*InferenceSpecification) SetSupportedResponseMIMETypes added in v1.15.86 

func (s *InferenceSpecification) SetSupportedResponseMIMETypes(v []*string) *InferenceSpecification

SetSupportedResponseMIMETypes sets the SupportedResponseMIMETypes field's value.

func (*InferenceSpecification) SetSupportedTransformInstanceTypes added in v1.15.86 

func (s *InferenceSpecification) SetSupportedTransformInstanceTypes(v []*string) *InferenceSpecification

SetSupportedTransformInstanceTypes sets the SupportedTransformInstanceTypes field's value.

func (InferenceSpecification) String added in v1.15.86 

func (s InferenceSpecification) String() string

String returns the string representation

func (*InferenceSpecification) Validate added in v1.15.86 

func (s *InferenceSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type InputConfig added in v1.15.86 

type InputConfig struct {

	// Specifies the name and shape of the expected data inputs for your trained
	// model with a JSON dictionary form. The data inputs are InputConfig$Framework
	// specific.
	//
	//    * TENSORFLOW, MXNET and ONNX: You must specify the name and shape of the
	//    expected data inputs in order using a dictionary format for your trained
	//    model.
	//
	// Example of one input: {‘data’:[1,3,1024,1024]}}
	//
	// Example for two inputs: {‘var1’: [1,1,28,28], ‘var2’:[1,1,28,28]}
	//
	//    * PYTORCH: You can either specify the name and shape of expected data
	//    inputs in order using a dictionary format for your trained model or you
	//    can specify the shape only using a list format.
	//
	// Example of one input in dictionary format: {‘input0’:[1,3,224,234]}
	//
	// Example of one input in list format: [1,3,224,224]
	//
	// Example of two inputs in dictionary format: {‘input0’:[1,3,224,234], 'input1':[1,3,224,224]}
	//
	// Example of two inputs in list format: [[1,3,224,224], [1,3,224,224]]
	//
	//    * XGBOOST: input data name and shape are not needed.
	//
	// DataInputConfig is a required field
	DataInputConfig *string `min:"1" type:"string" required:"true"`

	// Identifies the framework in which the model was trained. For example: TENSORFLOW.
	//
	// Framework is a required field
	Framework *string `type:"string" required:"true" enum:"Framework"`

	// The S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Contains information about the location of input model artifacts, the name and shape of the expected data inputs, and the framework in which the model was trained.

func (InputConfig) GoString added in v1.15.86 

func (s InputConfig) GoString() string

GoString returns the string representation

func (*InputConfig) SetDataInputConfig added in v1.15.86 

func (s *InputConfig) SetDataInputConfig(v string) *InputConfig

SetDataInputConfig sets the DataInputConfig field's value.

func (*InputConfig) SetFramework added in v1.15.86 

func (s *InputConfig) SetFramework(v string) *InputConfig

SetFramework sets the Framework field's value.

func (*InputConfig) SetS3Uri added in v1.15.86 

func (s *InputConfig) SetS3Uri(v string) *InputConfig

SetS3Uri sets the S3Uri field's value.

func (InputConfig) String added in v1.15.86 

func (s InputConfig) String() string

String returns the string representation

func (*InputConfig) Validate added in v1.15.86 

func (s *InputConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type IntegerParameterRange added in v1.14.0 

type IntegerParameterRange struct {

	// The maximum value of the hyperparameter to search.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum value of the hyperparameter to search.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`

	// The name of the hyperparameter to search.
	//
	// Name is a required field
	Name *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

func (IntegerParameterRange) GoString added in v1.14.0 

func (s IntegerParameterRange) GoString() string

GoString returns the string representation

func (*IntegerParameterRange) SetMaxValue added in v1.14.0 

func (s *IntegerParameterRange) SetMaxValue(v string) *IntegerParameterRange

SetMaxValue sets the MaxValue field's value.

func (*IntegerParameterRange) SetMinValue added in v1.14.0 

func (s *IntegerParameterRange) SetMinValue(v string) *IntegerParameterRange

SetMinValue sets the MinValue field's value.

func (*IntegerParameterRange) SetName added in v1.14.0 

func (s *IntegerParameterRange) SetName(v string) *IntegerParameterRange

SetName sets the Name field's value.

func (IntegerParameterRange) String added in v1.14.0 

func (s IntegerParameterRange) String() string

String returns the string representation

func (*IntegerParameterRange) Validate added in v1.14.0 

func (s *IntegerParameterRange) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type IntegerParameterRangeSpecification added in v1.15.86 

type IntegerParameterRangeSpecification struct {

	// The maximum integer value allowed.
	//
	// MaxValue is a required field
	MaxValue *string `type:"string" required:"true"`

	// The minimum integer value allowed.
	//
	// MinValue is a required field
	MinValue *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Defines the possible values for an integer hyperparameter.

func (IntegerParameterRangeSpecification) GoString added in v1.15.86 

func (s IntegerParameterRangeSpecification) GoString() string

GoString returns the string representation

func (*IntegerParameterRangeSpecification) SetMaxValue added in v1.15.86 

func (s *IntegerParameterRangeSpecification) SetMaxValue(v string) *IntegerParameterRangeSpecification

SetMaxValue sets the MaxValue field's value.

func (*IntegerParameterRangeSpecification) SetMinValue added in v1.15.86 

func (s *IntegerParameterRangeSpecification) SetMinValue(v string) *IntegerParameterRangeSpecification

SetMinValue sets the MinValue field's value.

func (IntegerParameterRangeSpecification) String added in v1.15.86 

func (s IntegerParameterRangeSpecification) String() string

String returns the string representation

func (*IntegerParameterRangeSpecification) Validate added in v1.15.86 

func (s *IntegerParameterRangeSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelCounters added in v1.15.86 

type LabelCounters struct {

	// The total number of objects that could not be labeled due to an error.
	FailedNonRetryableError *int64 `type:"integer"`

	// The total number of objects labeled by a human worker.
	HumanLabeled *int64 `type:"integer"`

	// The total number of objects labeled by automated data labeling.
	MachineLabeled *int64 `type:"integer"`

	// The total number of objects labeled.
	TotalLabeled *int64 `type:"integer"`

	// The total number of objects not yet labeled.
	Unlabeled *int64 `type:"integer"`
	// contains filtered or unexported fields
}

Provides a breakdown of the number of objects labeled.

func (LabelCounters) GoString added in v1.15.86 

func (s LabelCounters) GoString() string

GoString returns the string representation

func (*LabelCounters) SetFailedNonRetryableError added in v1.15.86 

func (s *LabelCounters) SetFailedNonRetryableError(v int64) *LabelCounters

SetFailedNonRetryableError sets the FailedNonRetryableError field's value.

func (*LabelCounters) SetHumanLabeled added in v1.15.86 

func (s *LabelCounters) SetHumanLabeled(v int64) *LabelCounters

SetHumanLabeled sets the HumanLabeled field's value.

func (*LabelCounters) SetMachineLabeled added in v1.15.86 

func (s *LabelCounters) SetMachineLabeled(v int64) *LabelCounters

SetMachineLabeled sets the MachineLabeled field's value.

func (*LabelCounters) SetTotalLabeled added in v1.15.86 

func (s *LabelCounters) SetTotalLabeled(v int64) *LabelCounters

SetTotalLabeled sets the TotalLabeled field's value.

func (*LabelCounters) SetUnlabeled added in v1.15.86 

func (s *LabelCounters) SetUnlabeled(v int64) *LabelCounters

SetUnlabeled sets the Unlabeled field's value.

func (LabelCounters) String added in v1.15.86 

func (s LabelCounters) String() string

String returns the string representation

type LabelCountersForWorkteam added in v1.15.86 

type LabelCountersForWorkteam struct {

	// The total number of data objects labeled by a human worker.
	HumanLabeled *int64 `type:"integer"`

	// The total number of data objects that need to be labeled by a human worker.
	PendingHuman *int64 `type:"integer"`

	// The total number of tasks in the labeling job.
	Total *int64 `type:"integer"`
	// contains filtered or unexported fields
}

Provides counts for human-labeled tasks in the labeling job.

func (LabelCountersForWorkteam) GoString added in v1.15.86 

func (s LabelCountersForWorkteam) GoString() string

GoString returns the string representation

func (*LabelCountersForWorkteam) SetHumanLabeled added in v1.15.86 

func (s *LabelCountersForWorkteam) SetHumanLabeled(v int64) *LabelCountersForWorkteam

SetHumanLabeled sets the HumanLabeled field's value.

func (*LabelCountersForWorkteam) SetPendingHuman added in v1.15.86 

func (s *LabelCountersForWorkteam) SetPendingHuman(v int64) *LabelCountersForWorkteam

SetPendingHuman sets the PendingHuman field's value.

func (*LabelCountersForWorkteam) SetTotal added in v1.15.86 

func (s *LabelCountersForWorkteam) SetTotal(v int64) *LabelCountersForWorkteam

SetTotal sets the Total field's value.

func (LabelCountersForWorkteam) String added in v1.15.86 

func (s LabelCountersForWorkteam) String() string

String returns the string representation

type LabelingJobAlgorithmsConfig added in v1.15.86 

type LabelingJobAlgorithmsConfig struct {

	// At the end of an auto-label job Amazon SageMaker Ground Truth sends the Amazon
	// Resource Nam (ARN) of the final model used for auto-labeling. You can use
	// this model as the starting point for subsequent similar jobs by providing
	// the ARN of the model here.
	InitialActiveLearningModelArn *string `min:"20" type:"string"`

	// Specifies the Amazon Resource Name (ARN) of the algorithm used for auto-labeling.
	// You must select one of the following ARNs:
	//
	//    * Image classification
	//
	// arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/image-classification
	//
	//    * Text classification
	//
	// arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/text-classification
	//
	//    * Object detection
	//
	// arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/object-detection
	//
	// LabelingJobAlgorithmSpecificationArn is a required field
	LabelingJobAlgorithmSpecificationArn *string `type:"string" required:"true"`

	// Provides configuration information for a labeling job.
	LabelingJobResourceConfig *LabelingJobResourceConfig `type:"structure"`
	// contains filtered or unexported fields
}

Provides configuration information for auto-labeling of your data objects. A LabelingJobAlgorithmsConfig object must be supplied in order to use auto-labeling.

func (LabelingJobAlgorithmsConfig) GoString added in v1.15.86 

func (s LabelingJobAlgorithmsConfig) GoString() string

GoString returns the string representation

func (*LabelingJobAlgorithmsConfig) SetInitialActiveLearningModelArn added in v1.15.86 

func (s *LabelingJobAlgorithmsConfig) SetInitialActiveLearningModelArn(v string) *LabelingJobAlgorithmsConfig

SetInitialActiveLearningModelArn sets the InitialActiveLearningModelArn field's value.

func (*LabelingJobAlgorithmsConfig) SetLabelingJobAlgorithmSpecificationArn added in v1.15.86 

func (s *LabelingJobAlgorithmsConfig) SetLabelingJobAlgorithmSpecificationArn(v string) *LabelingJobAlgorithmsConfig

SetLabelingJobAlgorithmSpecificationArn sets the LabelingJobAlgorithmSpecificationArn field's value.

func (*LabelingJobAlgorithmsConfig) SetLabelingJobResourceConfig added in v1.15.86 

func (s *LabelingJobAlgorithmsConfig) SetLabelingJobResourceConfig(v *LabelingJobResourceConfig) *LabelingJobAlgorithmsConfig

SetLabelingJobResourceConfig sets the LabelingJobResourceConfig field's value.

func (LabelingJobAlgorithmsConfig) String added in v1.15.86 

func (s LabelingJobAlgorithmsConfig) String() string

String returns the string representation

func (*LabelingJobAlgorithmsConfig) Validate added in v1.15.86 

func (s *LabelingJobAlgorithmsConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelingJobDataAttributes added in v1.15.86 

type LabelingJobDataAttributes struct {

	// Declares that your content is free of personally identifiable information
	// or adult content. Amazon SageMaker may restrict the Amazon Mechanical Turk
	// workers that can view your task based on this information.
	ContentClassifiers []*string `type:"list"`
	// contains filtered or unexported fields
}

Attributes of the data specified by the customer. Use these to describe the data to be labeled.

func (LabelingJobDataAttributes) GoString added in v1.15.86 

func (s LabelingJobDataAttributes) GoString() string

GoString returns the string representation

func (*LabelingJobDataAttributes) SetContentClassifiers added in v1.15.86 

func (s *LabelingJobDataAttributes) SetContentClassifiers(v []*string) *LabelingJobDataAttributes

SetContentClassifiers sets the ContentClassifiers field's value.

func (LabelingJobDataAttributes) String added in v1.15.86 

func (s LabelingJobDataAttributes) String() string

String returns the string representation

type LabelingJobDataSource added in v1.15.86 

type LabelingJobDataSource struct {

	// The Amazon S3 location of the input data objects.
	//
	// S3DataSource is a required field
	S3DataSource *LabelingJobS3DataSource `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Provides information about the location of input data.

func (LabelingJobDataSource) GoString added in v1.15.86 

func (s LabelingJobDataSource) GoString() string

GoString returns the string representation

func (*LabelingJobDataSource) SetS3DataSource added in v1.15.86 

func (s *LabelingJobDataSource) SetS3DataSource(v *LabelingJobS3DataSource) *LabelingJobDataSource

SetS3DataSource sets the S3DataSource field's value.

func (LabelingJobDataSource) String added in v1.15.86 

func (s LabelingJobDataSource) String() string

String returns the string representation

func (*LabelingJobDataSource) Validate added in v1.15.86 

func (s *LabelingJobDataSource) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelingJobForWorkteamSummary added in v1.15.86 

type LabelingJobForWorkteamSummary struct {

	// The date and time that the labeling job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// A unique identifier for a labeling job. You can use this to refer to a specific
	// labeling job.
	//
	// JobReferenceCode is a required field
	JobReferenceCode *string `min:"1" type:"string" required:"true"`

	// Provides information about the progress of a labeling job.
	LabelCounters *LabelCountersForWorkteam `type:"structure"`

	// The name of the labeling job that the work team is assigned to.
	LabelingJobName *string `min:"1" type:"string"`

	// WorkRequesterAccountId is a required field
	WorkRequesterAccountId *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information for a work team.

func (LabelingJobForWorkteamSummary) GoString added in v1.15.86 

func (s LabelingJobForWorkteamSummary) GoString() string

GoString returns the string representation

func (*LabelingJobForWorkteamSummary) SetCreationTime added in v1.15.86 

func (s *LabelingJobForWorkteamSummary) SetCreationTime(v time.Time) *LabelingJobForWorkteamSummary

SetCreationTime sets the CreationTime field's value.

func (*LabelingJobForWorkteamSummary) SetJobReferenceCode added in v1.15.86 

func (s *LabelingJobForWorkteamSummary) SetJobReferenceCode(v string) *LabelingJobForWorkteamSummary

SetJobReferenceCode sets the JobReferenceCode field's value.

func (*LabelingJobForWorkteamSummary) SetLabelCounters added in v1.15.86 

func (s *LabelingJobForWorkteamSummary) SetLabelCounters(v *LabelCountersForWorkteam) *LabelingJobForWorkteamSummary

SetLabelCounters sets the LabelCounters field's value.

func (*LabelingJobForWorkteamSummary) SetLabelingJobName added in v1.15.86 

func (s *LabelingJobForWorkteamSummary) SetLabelingJobName(v string) *LabelingJobForWorkteamSummary

SetLabelingJobName sets the LabelingJobName field's value.

func (*LabelingJobForWorkteamSummary) SetWorkRequesterAccountId added in v1.15.86 

func (s *LabelingJobForWorkteamSummary) SetWorkRequesterAccountId(v string) *LabelingJobForWorkteamSummary

SetWorkRequesterAccountId sets the WorkRequesterAccountId field's value.

func (LabelingJobForWorkteamSummary) String added in v1.15.86 

func (s LabelingJobForWorkteamSummary) String() string

String returns the string representation

type LabelingJobInputConfig added in v1.15.86 

type LabelingJobInputConfig struct {

	// Attributes of the data specified by the customer.
	DataAttributes *LabelingJobDataAttributes `type:"structure"`

	// The location of the input data.
	//
	// DataSource is a required field
	DataSource *LabelingJobDataSource `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Input configuration information for a labeling job.

func (LabelingJobInputConfig) GoString added in v1.15.86 

func (s LabelingJobInputConfig) GoString() string

GoString returns the string representation

func (*LabelingJobInputConfig) SetDataAttributes added in v1.15.86 

func (s *LabelingJobInputConfig) SetDataAttributes(v *LabelingJobDataAttributes) *LabelingJobInputConfig

SetDataAttributes sets the DataAttributes field's value.

func (*LabelingJobInputConfig) SetDataSource added in v1.15.86 

func (s *LabelingJobInputConfig) SetDataSource(v *LabelingJobDataSource) *LabelingJobInputConfig

SetDataSource sets the DataSource field's value.

func (LabelingJobInputConfig) String added in v1.15.86 

func (s LabelingJobInputConfig) String() string

String returns the string representation

func (*LabelingJobInputConfig) Validate added in v1.15.86 

func (s *LabelingJobInputConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelingJobOutput added in v1.15.86 

type LabelingJobOutput struct {

	// The Amazon Resource Name (ARN) for the most recent Amazon SageMaker model
	// trained as part of automated data labeling.
	FinalActiveLearningModelArn *string `min:"20" type:"string"`

	// The Amazon S3 bucket location of the manifest file for labeled data.
	//
	// OutputDatasetS3Uri is a required field
	OutputDatasetS3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Specifies the location of the output produced by the labeling job.

func (LabelingJobOutput) GoString added in v1.15.86 

func (s LabelingJobOutput) GoString() string

GoString returns the string representation

func (*LabelingJobOutput) SetFinalActiveLearningModelArn added in v1.15.86 

func (s *LabelingJobOutput) SetFinalActiveLearningModelArn(v string) *LabelingJobOutput

SetFinalActiveLearningModelArn sets the FinalActiveLearningModelArn field's value.

func (*LabelingJobOutput) SetOutputDatasetS3Uri added in v1.15.86 

func (s *LabelingJobOutput) SetOutputDatasetS3Uri(v string) *LabelingJobOutput

SetOutputDatasetS3Uri sets the OutputDatasetS3Uri field's value.

func (LabelingJobOutput) String added in v1.15.86 

func (s LabelingJobOutput) String() string

String returns the string representation

type LabelingJobOutputConfig added in v1.15.86 

type LabelingJobOutputConfig struct {

	// The AWS Key Management Service ID of the key used to encrypt the output data,
	// if any.
	KmsKeyId *string `type:"string"`

	// The Amazon S3 location to write output data.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Output configuration information for a labeling job.

func (LabelingJobOutputConfig) GoString added in v1.15.86 

func (s LabelingJobOutputConfig) GoString() string

GoString returns the string representation

func (*LabelingJobOutputConfig) SetKmsKeyId added in v1.15.86 

func (s *LabelingJobOutputConfig) SetKmsKeyId(v string) *LabelingJobOutputConfig

SetKmsKeyId sets the KmsKeyId field's value.

func (*LabelingJobOutputConfig) SetS3OutputPath added in v1.15.86 

func (s *LabelingJobOutputConfig) SetS3OutputPath(v string) *LabelingJobOutputConfig

SetS3OutputPath sets the S3OutputPath field's value.

func (LabelingJobOutputConfig) String added in v1.15.86 

func (s LabelingJobOutputConfig) String() string

String returns the string representation

func (*LabelingJobOutputConfig) Validate added in v1.15.86 

func (s *LabelingJobOutputConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelingJobResourceConfig added in v1.15.86 

type LabelingJobResourceConfig struct {

	// The AWS Key Management Service key ID for the key used to encrypt the output
	// data, if any.
	VolumeKmsKeyId *string `type:"string"`
	// contains filtered or unexported fields
}

Provides configuration information for labeling jobs.

func (LabelingJobResourceConfig) GoString added in v1.15.86 

func (s LabelingJobResourceConfig) GoString() string

GoString returns the string representation

func (*LabelingJobResourceConfig) SetVolumeKmsKeyId added in v1.15.86 

func (s *LabelingJobResourceConfig) SetVolumeKmsKeyId(v string) *LabelingJobResourceConfig

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (LabelingJobResourceConfig) String added in v1.15.86 

func (s LabelingJobResourceConfig) String() string

String returns the string representation

type LabelingJobS3DataSource added in v1.15.86 

type LabelingJobS3DataSource struct {

	// The Amazon S3 location of the manifest file that describes the input data
	// objects.
	//
	// ManifestS3Uri is a required field
	ManifestS3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

The Amazon S3 location of the input data objects.

func (LabelingJobS3DataSource) GoString added in v1.15.86 

func (s LabelingJobS3DataSource) GoString() string

GoString returns the string representation

func (*LabelingJobS3DataSource) SetManifestS3Uri added in v1.15.86 

func (s *LabelingJobS3DataSource) SetManifestS3Uri(v string) *LabelingJobS3DataSource

SetManifestS3Uri sets the ManifestS3Uri field's value.

func (LabelingJobS3DataSource) String added in v1.15.86 

func (s LabelingJobS3DataSource) String() string

String returns the string representation

func (*LabelingJobS3DataSource) Validate added in v1.15.86 

func (s *LabelingJobS3DataSource) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelingJobStoppingConditions added in v1.15.86 

type LabelingJobStoppingConditions struct {

	// The maximum number of objects that can be labeled by human workers.
	MaxHumanLabeledObjectCount *int64 `min:"1" type:"integer"`

	// The maximum number of input data objects that should be labeled.
	MaxPercentageOfInputDatasetLabeled *int64 `min:"1" type:"integer"`
	// contains filtered or unexported fields
}

A set of conditions for stopping a labeling job. If any of the conditions are met, the job is automatically stopped. You can use these conditions to control the cost of data labeling.

func (LabelingJobStoppingConditions) GoString added in v1.15.86 

func (s LabelingJobStoppingConditions) GoString() string

GoString returns the string representation

func (*LabelingJobStoppingConditions) SetMaxHumanLabeledObjectCount added in v1.15.86 

func (s *LabelingJobStoppingConditions) SetMaxHumanLabeledObjectCount(v int64) *LabelingJobStoppingConditions

SetMaxHumanLabeledObjectCount sets the MaxHumanLabeledObjectCount field's value.

func (*LabelingJobStoppingConditions) SetMaxPercentageOfInputDatasetLabeled added in v1.15.86 

func (s *LabelingJobStoppingConditions) SetMaxPercentageOfInputDatasetLabeled(v int64) *LabelingJobStoppingConditions

SetMaxPercentageOfInputDatasetLabeled sets the MaxPercentageOfInputDatasetLabeled field's value.

func (LabelingJobStoppingConditions) String added in v1.15.86 

func (s LabelingJobStoppingConditions) String() string

String returns the string representation

func (*LabelingJobStoppingConditions) Validate added in v1.15.86 

func (s *LabelingJobStoppingConditions) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type LabelingJobSummary added in v1.15.86 

type LabelingJobSummary struct {

	// The Amazon Resource Name (ARN) of the Lambda function used to consolidate
	// the annotations from individual workers into a label for a data object. For
	// more information, see Annotation Consolidation (http://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html).
	AnnotationConsolidationLambdaArn *string `type:"string"`

	// The date and time that the job was created (timestamp).
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the LabelingJobStatus field is Failed, this field contains a description
	// of the error.
	FailureReason *string `type:"string"`

	// Input configuration for the labeling job.
	InputConfig *LabelingJobInputConfig `type:"structure"`

	// Counts showing the progress of the labeling job.
	//
	// LabelCounters is a required field
	LabelCounters *LabelCounters `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) assigned to the labeling job when it was created.
	//
	// LabelingJobArn is a required field
	LabelingJobArn *string `type:"string" required:"true"`

	// The name of the labeling job.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`

	// The location of the output produced by the labeling job.
	LabelingJobOutput *LabelingJobOutput `type:"structure"`

	// The current status of the labeling job.
	//
	// LabelingJobStatus is a required field
	LabelingJobStatus *string `type:"string" required:"true" enum:"LabelingJobStatus"`

	// The date and time that the job was last modified (timestamp).
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of a Lambda function. The function is run
	// before each data object is sent to a worker.
	//
	// PreHumanTaskLambdaArn is a required field
	PreHumanTaskLambdaArn *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the work team assigned to the job.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information about a labeling job.

func (LabelingJobSummary) GoString added in v1.15.86 

func (s LabelingJobSummary) GoString() string

GoString returns the string representation

func (*LabelingJobSummary) SetAnnotationConsolidationLambdaArn added in v1.15.86 

func (s *LabelingJobSummary) SetAnnotationConsolidationLambdaArn(v string) *LabelingJobSummary

SetAnnotationConsolidationLambdaArn sets the AnnotationConsolidationLambdaArn field's value.

func (*LabelingJobSummary) SetCreationTime added in v1.15.86 

func (s *LabelingJobSummary) SetCreationTime(v time.Time) *LabelingJobSummary

SetCreationTime sets the CreationTime field's value.

func (*LabelingJobSummary) SetFailureReason added in v1.15.86 

func (s *LabelingJobSummary) SetFailureReason(v string) *LabelingJobSummary

SetFailureReason sets the FailureReason field's value.

func (*LabelingJobSummary) SetInputConfig added in v1.15.86 

func (s *LabelingJobSummary) SetInputConfig(v *LabelingJobInputConfig) *LabelingJobSummary

SetInputConfig sets the InputConfig field's value.

func (*LabelingJobSummary) SetLabelCounters added in v1.15.86 

func (s *LabelingJobSummary) SetLabelCounters(v *LabelCounters) *LabelingJobSummary

SetLabelCounters sets the LabelCounters field's value.

func (*LabelingJobSummary) SetLabelingJobArn added in v1.15.86 

func (s *LabelingJobSummary) SetLabelingJobArn(v string) *LabelingJobSummary

SetLabelingJobArn sets the LabelingJobArn field's value.

func (*LabelingJobSummary) SetLabelingJobName added in v1.15.86 

func (s *LabelingJobSummary) SetLabelingJobName(v string) *LabelingJobSummary

SetLabelingJobName sets the LabelingJobName field's value.

func (*LabelingJobSummary) SetLabelingJobOutput added in v1.15.86 

func (s *LabelingJobSummary) SetLabelingJobOutput(v *LabelingJobOutput) *LabelingJobSummary

SetLabelingJobOutput sets the LabelingJobOutput field's value.

func (*LabelingJobSummary) SetLabelingJobStatus added in v1.15.86 

func (s *LabelingJobSummary) SetLabelingJobStatus(v string) *LabelingJobSummary

SetLabelingJobStatus sets the LabelingJobStatus field's value.

func (*LabelingJobSummary) SetLastModifiedTime added in v1.15.86 

func (s *LabelingJobSummary) SetLastModifiedTime(v time.Time) *LabelingJobSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*LabelingJobSummary) SetPreHumanTaskLambdaArn added in v1.15.86 

func (s *LabelingJobSummary) SetPreHumanTaskLambdaArn(v string) *LabelingJobSummary

SetPreHumanTaskLambdaArn sets the PreHumanTaskLambdaArn field's value.

func (*LabelingJobSummary) SetWorkteamArn added in v1.15.86 

func (s *LabelingJobSummary) SetWorkteamArn(v string) *LabelingJobSummary

SetWorkteamArn sets the WorkteamArn field's value.

func (LabelingJobSummary) String added in v1.15.86 

func (s LabelingJobSummary) String() string

String returns the string representation

type ListAlgorithmsInput added in v1.15.86 

type ListAlgorithmsInput struct {

	// A filter that returns only algorithms created after the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only algorithms created before the specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of algorithms to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the algorithm name. This filter returns only algorithms whose
	// name contains the specified string.
	NameContains *string `type:"string"`

	// If the response to a previous ListAlgorithms request was truncated, the response
	// includes a NextToken. To retrieve the next set of algorithms, use the token
	// in the next request.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is CreationTime.
	SortBy *string `type:"string" enum:"AlgorithmSortBy"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListAlgorithmsInput) GoString added in v1.15.86 

func (s ListAlgorithmsInput) GoString() string

GoString returns the string representation

func (*ListAlgorithmsInput) SetCreationTimeAfter added in v1.15.86 

func (s *ListAlgorithmsInput) SetCreationTimeAfter(v time.Time) *ListAlgorithmsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListAlgorithmsInput) SetCreationTimeBefore added in v1.15.86 

func (s *ListAlgorithmsInput) SetCreationTimeBefore(v time.Time) *ListAlgorithmsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListAlgorithmsInput) SetMaxResults added in v1.15.86 

func (s *ListAlgorithmsInput) SetMaxResults(v int64) *ListAlgorithmsInput

SetMaxResults sets the MaxResults field's value.

func (*ListAlgorithmsInput) SetNameContains added in v1.15.86 

func (s *ListAlgorithmsInput) SetNameContains(v string) *ListAlgorithmsInput

SetNameContains sets the NameContains field's value.

func (*ListAlgorithmsInput) SetNextToken added in v1.15.86 

func (s *ListAlgorithmsInput) SetNextToken(v string) *ListAlgorithmsInput

SetNextToken sets the NextToken field's value.

func (*ListAlgorithmsInput) SetSortBy added in v1.15.86 

func (s *ListAlgorithmsInput) SetSortBy(v string) *ListAlgorithmsInput

SetSortBy sets the SortBy field's value.

func (*ListAlgorithmsInput) SetSortOrder added in v1.15.86 

func (s *ListAlgorithmsInput) SetSortOrder(v string) *ListAlgorithmsInput

SetSortOrder sets the SortOrder field's value.

func (ListAlgorithmsInput) String added in v1.15.86 

func (s ListAlgorithmsInput) String() string

String returns the string representation

func (*ListAlgorithmsInput) Validate added in v1.15.86 

func (s *ListAlgorithmsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListAlgorithmsOutput added in v1.15.86 

type ListAlgorithmsOutput struct {

	// >An array of AlgorithmSummary objects, each of which lists an algorithm.
	//
	// AlgorithmSummaryList is a required field
	AlgorithmSummaryList []*AlgorithmSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of algorithms, use it in the subsequent request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListAlgorithmsOutput) GoString added in v1.15.86 

func (s ListAlgorithmsOutput) GoString() string

GoString returns the string representation

func (*ListAlgorithmsOutput) SetAlgorithmSummaryList added in v1.15.86 

func (s *ListAlgorithmsOutput) SetAlgorithmSummaryList(v []*AlgorithmSummary) *ListAlgorithmsOutput

SetAlgorithmSummaryList sets the AlgorithmSummaryList field's value.

func (*ListAlgorithmsOutput) SetNextToken added in v1.15.86 

func (s *ListAlgorithmsOutput) SetNextToken(v string) *ListAlgorithmsOutput

SetNextToken sets the NextToken field's value.

func (ListAlgorithmsOutput) String added in v1.15.86 

func (s ListAlgorithmsOutput) String() string

String returns the string representation

type ListCodeRepositoriesInput added in v1.15.86 

type ListCodeRepositoriesInput struct {

	// A filter that returns only git repositories that were created after the specified
	// time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only git repositories that were created before the
	// specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only git repositories that were last modified after
	// the specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only git repositories that were last modified before
	// the specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of git repositories to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the git repositories name. This filter returns only repositories
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of a ListCodeRepositoriesOutput request was truncated, the
	// response includes a NextToken. To get the next set of git repositories, use
	// the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is Name.
	SortBy *string `type:"string" enum:"CodeRepositorySortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"CodeRepositorySortOrder"`
	// contains filtered or unexported fields
}

func (ListCodeRepositoriesInput) GoString added in v1.15.86 

func (s ListCodeRepositoriesInput) GoString() string

GoString returns the string representation

func (*ListCodeRepositoriesInput) SetCreationTimeAfter added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetCreationTimeAfter(v time.Time) *ListCodeRepositoriesInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListCodeRepositoriesInput) SetCreationTimeBefore added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetCreationTimeBefore(v time.Time) *ListCodeRepositoriesInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListCodeRepositoriesInput) SetLastModifiedTimeAfter added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetLastModifiedTimeAfter(v time.Time) *ListCodeRepositoriesInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListCodeRepositoriesInput) SetLastModifiedTimeBefore added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetLastModifiedTimeBefore(v time.Time) *ListCodeRepositoriesInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListCodeRepositoriesInput) SetMaxResults added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetMaxResults(v int64) *ListCodeRepositoriesInput

SetMaxResults sets the MaxResults field's value.

func (*ListCodeRepositoriesInput) SetNameContains added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetNameContains(v string) *ListCodeRepositoriesInput

SetNameContains sets the NameContains field's value.

func (*ListCodeRepositoriesInput) SetNextToken added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetNextToken(v string) *ListCodeRepositoriesInput

SetNextToken sets the NextToken field's value.

func (*ListCodeRepositoriesInput) SetSortBy added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetSortBy(v string) *ListCodeRepositoriesInput

SetSortBy sets the SortBy field's value.

func (*ListCodeRepositoriesInput) SetSortOrder added in v1.15.86 

func (s *ListCodeRepositoriesInput) SetSortOrder(v string) *ListCodeRepositoriesInput

SetSortOrder sets the SortOrder field's value.

func (ListCodeRepositoriesInput) String added in v1.15.86 

func (s ListCodeRepositoriesInput) String() string

String returns the string representation

func (*ListCodeRepositoriesInput) Validate added in v1.15.86 

func (s *ListCodeRepositoriesInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListCodeRepositoriesOutput added in v1.15.86 

type ListCodeRepositoriesOutput struct {

	// Gets a list of summaries of the git repositories. Each summary specifies
	// the following values for the repository:
	//
	//    * Name
	//
	//    * Amazon Resource Name (ARN)
	//
	//    * Creation time
	//
	//    * Last modified time
	//
	//    * Configuration information, including the URL location of the repository
	//    and the ARN of the AWS Secrets Manager secret that contains the credentials
	//    used to access the repository.
	//
	//    *
	//
	// CodeRepositorySummaryList is a required field
	CodeRepositorySummaryList []*CodeRepositorySummary `type:"list" required:"true"`

	// If the result of a ListCodeRepositoriesOutput request was truncated, the
	// response includes a NextToken. To get the next set of git repositories, use
	// the token in the next request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListCodeRepositoriesOutput) GoString added in v1.15.86 

func (s ListCodeRepositoriesOutput) GoString() string

GoString returns the string representation

func (*ListCodeRepositoriesOutput) SetCodeRepositorySummaryList added in v1.15.86 

func (s *ListCodeRepositoriesOutput) SetCodeRepositorySummaryList(v []*CodeRepositorySummary) *ListCodeRepositoriesOutput

SetCodeRepositorySummaryList sets the CodeRepositorySummaryList field's value.

func (*ListCodeRepositoriesOutput) SetNextToken added in v1.15.86 

func (s *ListCodeRepositoriesOutput) SetNextToken(v string) *ListCodeRepositoriesOutput

SetNextToken sets the NextToken field's value.

func (ListCodeRepositoriesOutput) String added in v1.15.86 

func (s ListCodeRepositoriesOutput) String() string

String returns the string representation

type ListCompilationJobsInput added in v1.15.86 

type ListCompilationJobsInput struct {

	// A filter that returns the model compilation jobs that were created after
	// a specified time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns the model compilation jobs that were created before
	// a specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns the model compilation jobs that were modified after
	// a specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns the model compilation jobs that were modified before
	// a specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of model compilation jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A filter that returns the model compilation jobs whose name contains a specified
	// string.
	NameContains *string `type:"string"`

	// If the result of the previous ListCompilationJobs request was truncated,
	// the response includes a NextToken. To retrieve the next set of model compilation
	// jobs, use the token in the next request.
	NextToken *string `type:"string"`

	// A filter that retrieves model compilation jobs with a specific DescribeCompilationJobResponse$CompilationJobStatus
	// status.
	StatusEquals *string `type:"string" enum:"CompilationJobStatus"`
	// contains filtered or unexported fields
}

func (ListCompilationJobsInput) GoString added in v1.15.86 

func (s ListCompilationJobsInput) GoString() string

GoString returns the string representation

func (*ListCompilationJobsInput) SetCreationTimeAfter added in v1.15.86 

func (s *ListCompilationJobsInput) SetCreationTimeAfter(v time.Time) *ListCompilationJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListCompilationJobsInput) SetCreationTimeBefore added in v1.15.86 

func (s *ListCompilationJobsInput) SetCreationTimeBefore(v time.Time) *ListCompilationJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListCompilationJobsInput) SetLastModifiedTimeAfter added in v1.15.86 

func (s *ListCompilationJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListCompilationJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListCompilationJobsInput) SetLastModifiedTimeBefore added in v1.15.86 

func (s *ListCompilationJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListCompilationJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListCompilationJobsInput) SetMaxResults added in v1.15.86 

func (s *ListCompilationJobsInput) SetMaxResults(v int64) *ListCompilationJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListCompilationJobsInput) SetNameContains added in v1.15.86 

func (s *ListCompilationJobsInput) SetNameContains(v string) *ListCompilationJobsInput

SetNameContains sets the NameContains field's value.

func (*ListCompilationJobsInput) SetNextToken added in v1.15.86 

func (s *ListCompilationJobsInput) SetNextToken(v string) *ListCompilationJobsInput

SetNextToken sets the NextToken field's value.

func (*ListCompilationJobsInput) SetStatusEquals added in v1.15.86 

func (s *ListCompilationJobsInput) SetStatusEquals(v string) *ListCompilationJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListCompilationJobsInput) String added in v1.15.86 

func (s ListCompilationJobsInput) String() string

String returns the string representation

func (*ListCompilationJobsInput) Validate added in v1.15.86 

func (s *ListCompilationJobsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListCompilationJobsOutput added in v1.15.86 

type ListCompilationJobsOutput struct {

	// An array of CompilationJobSummary objects, each describing a model compilation
	// job.
	//
	// CompilationJobSummaries is a required field
	CompilationJobSummaries []*CompilationJobSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this NextToken. To
	// retrieve the next set of model compilation jobs, use this token in the next
	// request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListCompilationJobsOutput) GoString added in v1.15.86 

func (s ListCompilationJobsOutput) GoString() string

GoString returns the string representation

func (*ListCompilationJobsOutput) SetCompilationJobSummaries added in v1.15.86 

func (s *ListCompilationJobsOutput) SetCompilationJobSummaries(v []*CompilationJobSummary) *ListCompilationJobsOutput

SetCompilationJobSummaries sets the CompilationJobSummaries field's value.

func (*ListCompilationJobsOutput) SetNextToken added in v1.15.86 

func (s *ListCompilationJobsOutput) SetNextToken(v string) *ListCompilationJobsOutput

SetNextToken sets the NextToken field's value.

func (ListCompilationJobsOutput) String added in v1.15.86 

func (s ListCompilationJobsOutput) String() string

String returns the string representation

type ListEndpointConfigsInput 

type ListEndpointConfigsInput struct {

	// A filter that returns only endpoint configurations created after the specified
	// time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only endpoint configurations created before the specified
	// time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of training jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the endpoint configuration name. This filter returns only endpoint
	// configurations whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListEndpointConfig request was truncated, the
	// response includes a NextToken. To retrieve the next set of endpoint configurations,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"EndpointConfigSortKey"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"OrderKey"`
	// contains filtered or unexported fields
}

func (ListEndpointConfigsInput) GoString 

func (s ListEndpointConfigsInput) GoString() string

GoString returns the string representation

func (*ListEndpointConfigsInput) SetCreationTimeAfter 

func (s *ListEndpointConfigsInput) SetCreationTimeAfter(v time.Time) *ListEndpointConfigsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListEndpointConfigsInput) SetCreationTimeBefore 

func (s *ListEndpointConfigsInput) SetCreationTimeBefore(v time.Time) *ListEndpointConfigsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListEndpointConfigsInput) SetMaxResults 

func (s *ListEndpointConfigsInput) SetMaxResults(v int64) *ListEndpointConfigsInput

SetMaxResults sets the MaxResults field's value.

func (*ListEndpointConfigsInput) SetNameContains 

func (s *ListEndpointConfigsInput) SetNameContains(v string) *ListEndpointConfigsInput

SetNameContains sets the NameContains field's value.

func (*ListEndpointConfigsInput) SetNextToken 

func (s *ListEndpointConfigsInput) SetNextToken(v string) *ListEndpointConfigsInput

SetNextToken sets the NextToken field's value.

func (*ListEndpointConfigsInput) SetSortBy 

func (s *ListEndpointConfigsInput) SetSortBy(v string) *ListEndpointConfigsInput

SetSortBy sets the SortBy field's value.

func (*ListEndpointConfigsInput) SetSortOrder 

func (s *ListEndpointConfigsInput) SetSortOrder(v string) *ListEndpointConfigsInput

SetSortOrder sets the SortOrder field's value.

func (ListEndpointConfigsInput) String 

func (s ListEndpointConfigsInput) String() string

String returns the string representation

func (*ListEndpointConfigsInput) Validate 

func (s *ListEndpointConfigsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListEndpointConfigsOutput 

type ListEndpointConfigsOutput struct {

	// An array of endpoint configurations.
	//
	// EndpointConfigs is a required field
	EndpointConfigs []*EndpointConfigSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of endpoint configurations, use it in the subsequent request
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListEndpointConfigsOutput) GoString 

func (s ListEndpointConfigsOutput) GoString() string

GoString returns the string representation

func (*ListEndpointConfigsOutput) SetEndpointConfigs 

func (s *ListEndpointConfigsOutput) SetEndpointConfigs(v []*EndpointConfigSummary) *ListEndpointConfigsOutput

SetEndpointConfigs sets the EndpointConfigs field's value.

func (*ListEndpointConfigsOutput) SetNextToken 

func (s *ListEndpointConfigsOutput) SetNextToken(v string) *ListEndpointConfigsOutput

SetNextToken sets the NextToken field's value.

func (ListEndpointConfigsOutput) String 

func (s ListEndpointConfigsOutput) String() string

String returns the string representation

type ListEndpointsInput 

type ListEndpointsInput struct {

	// A filter that returns only endpoints that were created after the specified
	// time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only endpoints that were created before the specified
	// time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only endpoints that were modified after the specified
	// timestamp.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only endpoints that were modified before the specified
	// timestamp.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of endpoints to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in endpoint names. This filter returns only endpoints whose name
	// contains the specified string.
	NameContains *string `type:"string"`

	// If the result of a ListEndpoints request was truncated, the response includes
	// a NextToken. To retrieve the next set of endpoints, use the token in the
	// next request.
	NextToken *string `type:"string"`

	// Sorts the list of results. The default is CreationTime.
	SortBy *string `type:"string" enum:"EndpointSortKey"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"OrderKey"`

	// A filter that returns only endpoints with the specified status.
	StatusEquals *string `type:"string" enum:"EndpointStatus"`
	// contains filtered or unexported fields
}

func (ListEndpointsInput) GoString 

func (s ListEndpointsInput) GoString() string

GoString returns the string representation

func (*ListEndpointsInput) SetCreationTimeAfter 

func (s *ListEndpointsInput) SetCreationTimeAfter(v time.Time) *ListEndpointsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListEndpointsInput) SetCreationTimeBefore 

func (s *ListEndpointsInput) SetCreationTimeBefore(v time.Time) *ListEndpointsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListEndpointsInput) SetLastModifiedTimeAfter 

func (s *ListEndpointsInput) SetLastModifiedTimeAfter(v time.Time) *ListEndpointsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListEndpointsInput) SetLastModifiedTimeBefore 

func (s *ListEndpointsInput) SetLastModifiedTimeBefore(v time.Time) *ListEndpointsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListEndpointsInput) SetMaxResults 

func (s *ListEndpointsInput) SetMaxResults(v int64) *ListEndpointsInput

SetMaxResults sets the MaxResults field's value.

func (*ListEndpointsInput) SetNameContains 

func (s *ListEndpointsInput) SetNameContains(v string) *ListEndpointsInput

SetNameContains sets the NameContains field's value.

func (*ListEndpointsInput) SetNextToken 

func (s *ListEndpointsInput) SetNextToken(v string) *ListEndpointsInput

SetNextToken sets the NextToken field's value.

func (*ListEndpointsInput) SetSortBy 

func (s *ListEndpointsInput) SetSortBy(v string) *ListEndpointsInput

SetSortBy sets the SortBy field's value.

func (*ListEndpointsInput) SetSortOrder 

func (s *ListEndpointsInput) SetSortOrder(v string) *ListEndpointsInput

SetSortOrder sets the SortOrder field's value.

func (*ListEndpointsInput) SetStatusEquals 

func (s *ListEndpointsInput) SetStatusEquals(v string) *ListEndpointsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListEndpointsInput) String 

func (s ListEndpointsInput) String() string

String returns the string representation

func (*ListEndpointsInput) Validate 

func (s *ListEndpointsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListEndpointsOutput 

type ListEndpointsOutput struct {

	// An array or endpoint objects.
	//
	// Endpoints is a required field
	Endpoints []*EndpointSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of training jobs, use it in the subsequent request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListEndpointsOutput) GoString 

func (s ListEndpointsOutput) GoString() string

GoString returns the string representation

func (*ListEndpointsOutput) SetEndpoints 

func (s *ListEndpointsOutput) SetEndpoints(v []*EndpointSummary) *ListEndpointsOutput

SetEndpoints sets the Endpoints field's value.

func (*ListEndpointsOutput) SetNextToken 

func (s *ListEndpointsOutput) SetNextToken(v string) *ListEndpointsOutput

SetNextToken sets the NextToken field's value.

func (ListEndpointsOutput) String 

func (s ListEndpointsOutput) String() string

String returns the string representation

type ListHyperParameterTuningJobsInput added in v1.14.0 

type ListHyperParameterTuningJobsInput struct {

	// A filter that returns only tuning jobs that were created after the specified
	// time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only tuning jobs that were created before the specified
	// time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only tuning jobs that were modified after the specified
	// time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only tuning jobs that were modified before the specified
	// time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of tuning jobs to return. The default value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the tuning job name. This filter returns only tuning jobs whose
	// name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListHyperParameterTuningJobs request was truncated,
	// the response includes a NextToken. To retrieve the next set of tuning jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is Name.
	SortBy *string `type:"string" enum:"HyperParameterTuningJobSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only tuning jobs with the specified status.
	StatusEquals *string `type:"string" enum:"HyperParameterTuningJobStatus"`
	// contains filtered or unexported fields
}

func (ListHyperParameterTuningJobsInput) GoString added in v1.14.0 

func (s ListHyperParameterTuningJobsInput) GoString() string

GoString returns the string representation

func (*ListHyperParameterTuningJobsInput) SetCreationTimeAfter added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetCreationTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListHyperParameterTuningJobsInput) SetCreationTimeBefore added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetCreationTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListHyperParameterTuningJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListHyperParameterTuningJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListHyperParameterTuningJobsInput) SetMaxResults added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetMaxResults(v int64) *ListHyperParameterTuningJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListHyperParameterTuningJobsInput) SetNameContains added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetNameContains(v string) *ListHyperParameterTuningJobsInput

SetNameContains sets the NameContains field's value.

func (*ListHyperParameterTuningJobsInput) SetNextToken added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetNextToken(v string) *ListHyperParameterTuningJobsInput

SetNextToken sets the NextToken field's value.

func (*ListHyperParameterTuningJobsInput) SetSortBy added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetSortBy(v string) *ListHyperParameterTuningJobsInput

SetSortBy sets the SortBy field's value.

func (*ListHyperParameterTuningJobsInput) SetSortOrder added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetSortOrder(v string) *ListHyperParameterTuningJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListHyperParameterTuningJobsInput) SetStatusEquals added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) SetStatusEquals(v string) *ListHyperParameterTuningJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListHyperParameterTuningJobsInput) String added in v1.14.0 

func (s ListHyperParameterTuningJobsInput) String() string

String returns the string representation

func (*ListHyperParameterTuningJobsInput) Validate added in v1.14.0 

func (s *ListHyperParameterTuningJobsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListHyperParameterTuningJobsOutput added in v1.14.0 

type ListHyperParameterTuningJobsOutput struct {

	// A list of HyperParameterTuningJobSummary objects that describe the tuning
	// jobs that the ListHyperParameterTuningJobs request returned.
	//
	// HyperParameterTuningJobSummaries is a required field
	HyperParameterTuningJobSummaries []*HyperParameterTuningJobSummary `type:"list" required:"true"`

	// If the result of this ListHyperParameterTuningJobs request was truncated,
	// the response includes a NextToken. To retrieve the next set of tuning jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListHyperParameterTuningJobsOutput) GoString added in v1.14.0 

func (s ListHyperParameterTuningJobsOutput) GoString() string

GoString returns the string representation

func (*ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries added in v1.14.0 

func (s *ListHyperParameterTuningJobsOutput) SetHyperParameterTuningJobSummaries(v []*HyperParameterTuningJobSummary) *ListHyperParameterTuningJobsOutput

SetHyperParameterTuningJobSummaries sets the HyperParameterTuningJobSummaries field's value.

func (*ListHyperParameterTuningJobsOutput) SetNextToken added in v1.14.0 

func (s *ListHyperParameterTuningJobsOutput) SetNextToken(v string) *ListHyperParameterTuningJobsOutput

SetNextToken sets the NextToken field's value.

func (ListHyperParameterTuningJobsOutput) String added in v1.14.0 

func (s ListHyperParameterTuningJobsOutput) String() string

String returns the string representation

type ListLabelingJobsForWorkteamInput added in v1.15.86 

type ListLabelingJobsForWorkteamInput struct {

	// A filter that returns only labeling jobs created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter the limits jobs to only the ones whose job reference code contains
	// the specified string.
	JobReferenceCodeContains *string `min:"1" type:"string"`

	// The maximum number of labeling jobs to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the result of the previous ListLabelingJobsForWorkteam request was truncated,
	// the response includes a NextToken. To retrieve the next set of labeling jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"ListLabelingJobsForWorkteamSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// The Amazon Resource Name (ARN) of the work team for which you want to see
	// labeling jobs for.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (ListLabelingJobsForWorkteamInput) GoString added in v1.15.86 

func (s ListLabelingJobsForWorkteamInput) GoString() string

GoString returns the string representation

func (*ListLabelingJobsForWorkteamInput) SetCreationTimeAfter added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetCreationTimeAfter(v time.Time) *ListLabelingJobsForWorkteamInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListLabelingJobsForWorkteamInput) SetCreationTimeBefore added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetCreationTimeBefore(v time.Time) *ListLabelingJobsForWorkteamInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListLabelingJobsForWorkteamInput) SetJobReferenceCodeContains added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetJobReferenceCodeContains(v string) *ListLabelingJobsForWorkteamInput

SetJobReferenceCodeContains sets the JobReferenceCodeContains field's value.

func (*ListLabelingJobsForWorkteamInput) SetMaxResults added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetMaxResults(v int64) *ListLabelingJobsForWorkteamInput

SetMaxResults sets the MaxResults field's value.

func (*ListLabelingJobsForWorkteamInput) SetNextToken added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetNextToken(v string) *ListLabelingJobsForWorkteamInput

SetNextToken sets the NextToken field's value.

func (*ListLabelingJobsForWorkteamInput) SetSortBy added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetSortBy(v string) *ListLabelingJobsForWorkteamInput

SetSortBy sets the SortBy field's value.

func (*ListLabelingJobsForWorkteamInput) SetSortOrder added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetSortOrder(v string) *ListLabelingJobsForWorkteamInput

SetSortOrder sets the SortOrder field's value.

func (*ListLabelingJobsForWorkteamInput) SetWorkteamArn added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) SetWorkteamArn(v string) *ListLabelingJobsForWorkteamInput

SetWorkteamArn sets the WorkteamArn field's value.

func (ListLabelingJobsForWorkteamInput) String added in v1.15.86 

func (s ListLabelingJobsForWorkteamInput) String() string

String returns the string representation

func (*ListLabelingJobsForWorkteamInput) Validate added in v1.15.86 

func (s *ListLabelingJobsForWorkteamInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListLabelingJobsForWorkteamOutput added in v1.15.86 

type ListLabelingJobsForWorkteamOutput struct {

	// An array of LabelingJobSummary objects, each describing a labeling job.
	//
	// LabelingJobSummaryList is a required field
	LabelingJobSummaryList []*LabelingJobForWorkteamSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of labeling jobs, use it in the subsequent request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListLabelingJobsForWorkteamOutput) GoString added in v1.15.86 

func (s ListLabelingJobsForWorkteamOutput) GoString() string

GoString returns the string representation

func (*ListLabelingJobsForWorkteamOutput) SetLabelingJobSummaryList added in v1.15.86 

func (s *ListLabelingJobsForWorkteamOutput) SetLabelingJobSummaryList(v []*LabelingJobForWorkteamSummary) *ListLabelingJobsForWorkteamOutput

SetLabelingJobSummaryList sets the LabelingJobSummaryList field's value.

func (*ListLabelingJobsForWorkteamOutput) SetNextToken added in v1.15.86 

func (s *ListLabelingJobsForWorkteamOutput) SetNextToken(v string) *ListLabelingJobsForWorkteamOutput

SetNextToken sets the NextToken field's value.

func (ListLabelingJobsForWorkteamOutput) String added in v1.15.86 

func (s ListLabelingJobsForWorkteamOutput) String() string

String returns the string representation

type ListLabelingJobsInput added in v1.15.86 

type ListLabelingJobsInput struct {

	// A filter that returns only labeling jobs created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs modified after the specified time
	// (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only labeling jobs modified before the specified time
	// (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of labeling jobs to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the labeling job name. This filter returns only labeling jobs
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListLabelingJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of labeling jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"SortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only labeling jobs with a specific status.
	StatusEquals *string `type:"string" enum:"LabelingJobStatus"`
	// contains filtered or unexported fields
}

func (ListLabelingJobsInput) GoString added in v1.15.86 

func (s ListLabelingJobsInput) GoString() string

GoString returns the string representation

func (*ListLabelingJobsInput) SetCreationTimeAfter added in v1.15.86 

func (s *ListLabelingJobsInput) SetCreationTimeAfter(v time.Time) *ListLabelingJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListLabelingJobsInput) SetCreationTimeBefore added in v1.15.86 

func (s *ListLabelingJobsInput) SetCreationTimeBefore(v time.Time) *ListLabelingJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListLabelingJobsInput) SetLastModifiedTimeAfter added in v1.15.86 

func (s *ListLabelingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListLabelingJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListLabelingJobsInput) SetLastModifiedTimeBefore added in v1.15.86 

func (s *ListLabelingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListLabelingJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListLabelingJobsInput) SetMaxResults added in v1.15.86 

func (s *ListLabelingJobsInput) SetMaxResults(v int64) *ListLabelingJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListLabelingJobsInput) SetNameContains added in v1.15.86 

func (s *ListLabelingJobsInput) SetNameContains(v string) *ListLabelingJobsInput

SetNameContains sets the NameContains field's value.

func (*ListLabelingJobsInput) SetNextToken added in v1.15.86 

func (s *ListLabelingJobsInput) SetNextToken(v string) *ListLabelingJobsInput

SetNextToken sets the NextToken field's value.

func (*ListLabelingJobsInput) SetSortBy added in v1.15.86 

func (s *ListLabelingJobsInput) SetSortBy(v string) *ListLabelingJobsInput

SetSortBy sets the SortBy field's value.

func (*ListLabelingJobsInput) SetSortOrder added in v1.15.86 

func (s *ListLabelingJobsInput) SetSortOrder(v string) *ListLabelingJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListLabelingJobsInput) SetStatusEquals added in v1.15.86 

func (s *ListLabelingJobsInput) SetStatusEquals(v string) *ListLabelingJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListLabelingJobsInput) String added in v1.15.86 

func (s ListLabelingJobsInput) String() string

String returns the string representation

func (*ListLabelingJobsInput) Validate added in v1.15.86 

func (s *ListLabelingJobsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListLabelingJobsOutput added in v1.15.86 

type ListLabelingJobsOutput struct {

	// An array of LabelingJobSummary objects, each describing a labeling job.
	LabelingJobSummaryList []*LabelingJobSummary `type:"list"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of labeling jobs, use it in the subsequent request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListLabelingJobsOutput) GoString added in v1.15.86 

func (s ListLabelingJobsOutput) GoString() string

GoString returns the string representation

func (*ListLabelingJobsOutput) SetLabelingJobSummaryList added in v1.15.86 

func (s *ListLabelingJobsOutput) SetLabelingJobSummaryList(v []*LabelingJobSummary) *ListLabelingJobsOutput

SetLabelingJobSummaryList sets the LabelingJobSummaryList field's value.

func (*ListLabelingJobsOutput) SetNextToken added in v1.15.86 

func (s *ListLabelingJobsOutput) SetNextToken(v string) *ListLabelingJobsOutput

SetNextToken sets the NextToken field's value.

func (ListLabelingJobsOutput) String added in v1.15.86 

func (s ListLabelingJobsOutput) String() string

String returns the string representation

type ListModelPackagesInput added in v1.15.86 

type ListModelPackagesInput struct {

	// A filter that returns only model packages created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only model packages created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of model packages to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the model package name. This filter returns only model packages
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the response to a previous ListModelPackages request was truncated, the
	// response includes a NextToken. To retrieve the next set of model packages,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is CreationTime.
	SortBy *string `type:"string" enum:"ModelPackageSortBy"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListModelPackagesInput) GoString added in v1.15.86 

func (s ListModelPackagesInput) GoString() string

GoString returns the string representation

func (*ListModelPackagesInput) SetCreationTimeAfter added in v1.15.86 

func (s *ListModelPackagesInput) SetCreationTimeAfter(v time.Time) *ListModelPackagesInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListModelPackagesInput) SetCreationTimeBefore added in v1.15.86 

func (s *ListModelPackagesInput) SetCreationTimeBefore(v time.Time) *ListModelPackagesInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListModelPackagesInput) SetMaxResults added in v1.15.86 

func (s *ListModelPackagesInput) SetMaxResults(v int64) *ListModelPackagesInput

SetMaxResults sets the MaxResults field's value.

func (*ListModelPackagesInput) SetNameContains added in v1.15.86 

func (s *ListModelPackagesInput) SetNameContains(v string) *ListModelPackagesInput

SetNameContains sets the NameContains field's value.

func (*ListModelPackagesInput) SetNextToken added in v1.15.86 

func (s *ListModelPackagesInput) SetNextToken(v string) *ListModelPackagesInput

SetNextToken sets the NextToken field's value.

func (*ListModelPackagesInput) SetSortBy added in v1.15.86 

func (s *ListModelPackagesInput) SetSortBy(v string) *ListModelPackagesInput

SetSortBy sets the SortBy field's value.

func (*ListModelPackagesInput) SetSortOrder added in v1.15.86 

func (s *ListModelPackagesInput) SetSortOrder(v string) *ListModelPackagesInput

SetSortOrder sets the SortOrder field's value.

func (ListModelPackagesInput) String added in v1.15.86 

func (s ListModelPackagesInput) String() string

String returns the string representation

func (*ListModelPackagesInput) Validate added in v1.15.86 

func (s *ListModelPackagesInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListModelPackagesOutput added in v1.15.86 

type ListModelPackagesOutput struct {

	// An array of ModelPackageSummary objects, each of which lists a model package.
	//
	// ModelPackageSummaryList is a required field
	ModelPackageSummaryList []*ModelPackageSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of model packages, use it in the subsequent request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListModelPackagesOutput) GoString added in v1.15.86 

func (s ListModelPackagesOutput) GoString() string

GoString returns the string representation

func (*ListModelPackagesOutput) SetModelPackageSummaryList added in v1.15.86 

func (s *ListModelPackagesOutput) SetModelPackageSummaryList(v []*ModelPackageSummary) *ListModelPackagesOutput

SetModelPackageSummaryList sets the ModelPackageSummaryList field's value.

func (*ListModelPackagesOutput) SetNextToken added in v1.15.86 

func (s *ListModelPackagesOutput) SetNextToken(v string) *ListModelPackagesOutput

SetNextToken sets the NextToken field's value.

func (ListModelPackagesOutput) String added in v1.15.86 

func (s ListModelPackagesOutput) String() string

String returns the string representation

type ListModelsInput 

type ListModelsInput struct {

	// A filter that returns only models created after the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only models created before the specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of models to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the training job name. This filter returns only models in the
	// training job whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the response to a previous ListModels request was truncated, the response
	// includes a NextToken. To retrieve the next set of models, use the token in
	// the next request.
	NextToken *string `type:"string"`

	// Sorts the list of results. The default is CreationTime.
	SortBy *string `type:"string" enum:"ModelSortKey"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"OrderKey"`
	// contains filtered or unexported fields
}

func (ListModelsInput) GoString 

func (s ListModelsInput) GoString() string

GoString returns the string representation

func (*ListModelsInput) SetCreationTimeAfter 

func (s *ListModelsInput) SetCreationTimeAfter(v time.Time) *ListModelsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListModelsInput) SetCreationTimeBefore 

func (s *ListModelsInput) SetCreationTimeBefore(v time.Time) *ListModelsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListModelsInput) SetMaxResults 

func (s *ListModelsInput) SetMaxResults(v int64) *ListModelsInput

SetMaxResults sets the MaxResults field's value.

func (*ListModelsInput) SetNameContains 

func (s *ListModelsInput) SetNameContains(v string) *ListModelsInput

SetNameContains sets the NameContains field's value.

func (*ListModelsInput) SetNextToken 

func (s *ListModelsInput) SetNextToken(v string) *ListModelsInput

SetNextToken sets the NextToken field's value.

func (*ListModelsInput) SetSortBy 

func (s *ListModelsInput) SetSortBy(v string) *ListModelsInput

SetSortBy sets the SortBy field's value.

func (*ListModelsInput) SetSortOrder 

func (s *ListModelsInput) SetSortOrder(v string) *ListModelsInput

SetSortOrder sets the SortOrder field's value.

func (ListModelsInput) String 

func (s ListModelsInput) String() string

String returns the string representation

func (*ListModelsInput) Validate 

func (s *ListModelsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListModelsOutput 

type ListModelsOutput struct {

	// An array of ModelSummary objects, each of which lists a model.
	//
	// Models is a required field
	Models []*ModelSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of models, use it in the subsequent request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListModelsOutput) GoString 

func (s ListModelsOutput) GoString() string

GoString returns the string representation

func (*ListModelsOutput) SetModels 

func (s *ListModelsOutput) SetModels(v []*ModelSummary) *ListModelsOutput

SetModels sets the Models field's value.

func (*ListModelsOutput) SetNextToken 

func (s *ListModelsOutput) SetNextToken(v string) *ListModelsOutput

SetNextToken sets the NextToken field's value.

func (ListModelsOutput) String 

func (s ListModelsOutput) String() string

String returns the string representation

type ListNotebookInstanceLifecycleConfigsInput added in v1.13.15 

type ListNotebookInstanceLifecycleConfigsInput struct {

	// A filter that returns only lifecycle configurations that were created after
	// the specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only lifecycle configurations that were created before
	// the specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only lifecycle configurations that were modified after
	// the specified time (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only lifecycle configurations that were modified before
	// the specified time (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of lifecycle configurations to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the lifecycle configuration name. This filter returns only lifecycle
	// configurations whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of a ListNotebookInstanceLifecycleConfigs request was truncated,
	// the response includes a NextToken. To get the next set of lifecycle configurations,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// Sorts the list of results. The default is CreationTime.
	SortBy *string `type:"string" enum:"NotebookInstanceLifecycleConfigSortKey"`

	// The sort order for results.
	SortOrder *string `type:"string" enum:"NotebookInstanceLifecycleConfigSortOrder"`
	// contains filtered or unexported fields
}

func (ListNotebookInstanceLifecycleConfigsInput) GoString added in v1.13.15 

func (s ListNotebookInstanceLifecycleConfigsInput) GoString() string

GoString returns the string representation

func (*ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstanceLifecycleConfigsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetMaxResults added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetMaxResults(v int64) *ListNotebookInstanceLifecycleConfigsInput

SetMaxResults sets the MaxResults field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetNameContains added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetNameContains(v string) *ListNotebookInstanceLifecycleConfigsInput

SetNameContains sets the NameContains field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetNextToken added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsInput

SetNextToken sets the NextToken field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetSortBy added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortBy(v string) *ListNotebookInstanceLifecycleConfigsInput

SetSortBy sets the SortBy field's value.

func (*ListNotebookInstanceLifecycleConfigsInput) SetSortOrder added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) SetSortOrder(v string) *ListNotebookInstanceLifecycleConfigsInput

SetSortOrder sets the SortOrder field's value.

func (ListNotebookInstanceLifecycleConfigsInput) String added in v1.13.15 

func (s ListNotebookInstanceLifecycleConfigsInput) String() string

String returns the string representation

func (*ListNotebookInstanceLifecycleConfigsInput) Validate added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListNotebookInstanceLifecycleConfigsOutput added in v1.13.15 

type ListNotebookInstanceLifecycleConfigsOutput struct {

	// If the response is truncated, Amazon SageMaker returns this token. To get
	// the next set of lifecycle configurations, use it in the next request.
	NextToken *string `type:"string"`

	// An array of NotebookInstanceLifecycleConfiguration objects, each listing
	// a lifecycle configuration.
	NotebookInstanceLifecycleConfigs []*NotebookInstanceLifecycleConfigSummary `type:"list"`
	// contains filtered or unexported fields
}

func (ListNotebookInstanceLifecycleConfigsOutput) GoString added in v1.13.15 

func (s ListNotebookInstanceLifecycleConfigsOutput) GoString() string

GoString returns the string representation

func (*ListNotebookInstanceLifecycleConfigsOutput) SetNextToken added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNextToken(v string) *ListNotebookInstanceLifecycleConfigsOutput

SetNextToken sets the NextToken field's value.

func (*ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs added in v1.13.15 

func (s *ListNotebookInstanceLifecycleConfigsOutput) SetNotebookInstanceLifecycleConfigs(v []*NotebookInstanceLifecycleConfigSummary) *ListNotebookInstanceLifecycleConfigsOutput

SetNotebookInstanceLifecycleConfigs sets the NotebookInstanceLifecycleConfigs field's value.

func (ListNotebookInstanceLifecycleConfigsOutput) String added in v1.13.15 

func (s ListNotebookInstanceLifecycleConfigsOutput) String() string

String returns the string representation

type ListNotebookInstancesInput 

type ListNotebookInstancesInput struct {

	// A filter that returns only notebook instances with associated with the specified
	// git respository.
	AdditionalCodeRepositoryEquals *string `min:"1" type:"string"`

	// A filter that returns only notebook instances that were created after the
	// specified time (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only notebook instances that were created before the
	// specified time (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A string in the name or URL of a git repository associated with this notebook
	// instance. This filter returns only notebook instances associated with a git
	// repository with a name that contains the specified string.
	DefaultCodeRepositoryContains *string `type:"string"`

	// A filter that returns only notebook instances that were modified after the
	// specified time (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only notebook instances that were modified before the
	// specified time (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of notebook instances to return.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the notebook instances' name. This filter returns only notebook
	// instances whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the previous call to the ListNotebookInstances is truncated, the response
	// includes a NextToken. You can use this token in your subsequent ListNotebookInstances
	// request to fetch the next set of notebook instances.
	//
	// You might specify a filter or a sort order in your request. When response
	// is truncated, you must use the same values for the filer and sort order in
	// the next request.
	NextToken *string `type:"string"`

	// A string in the name of a notebook instances lifecycle configuration associated
	// with this notebook instance. This filter returns only notebook instances
	// associated with a lifecycle configuration with a name that contains the specified
	// string.
	NotebookInstanceLifecycleConfigNameContains *string `type:"string"`

	// The field to sort results by. The default is Name.
	SortBy *string `type:"string" enum:"NotebookInstanceSortKey"`

	// The sort order for results.
	SortOrder *string `type:"string" enum:"NotebookInstanceSortOrder"`

	// A filter that returns only notebook instances with the specified status.
	StatusEquals *string `type:"string" enum:"NotebookInstanceStatus"`
	// contains filtered or unexported fields
}

func (ListNotebookInstancesInput) GoString 

func (s ListNotebookInstancesInput) GoString() string

GoString returns the string representation

func (*ListNotebookInstancesInput) SetAdditionalCodeRepositoryEquals added in v1.15.86 

func (s *ListNotebookInstancesInput) SetAdditionalCodeRepositoryEquals(v string) *ListNotebookInstancesInput

SetAdditionalCodeRepositoryEquals sets the AdditionalCodeRepositoryEquals field's value.

func (*ListNotebookInstancesInput) SetCreationTimeAfter 

func (s *ListNotebookInstancesInput) SetCreationTimeAfter(v time.Time) *ListNotebookInstancesInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListNotebookInstancesInput) SetCreationTimeBefore 

func (s *ListNotebookInstancesInput) SetCreationTimeBefore(v time.Time) *ListNotebookInstancesInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListNotebookInstancesInput) SetDefaultCodeRepositoryContains added in v1.15.86 

func (s *ListNotebookInstancesInput) SetDefaultCodeRepositoryContains(v string) *ListNotebookInstancesInput

SetDefaultCodeRepositoryContains sets the DefaultCodeRepositoryContains field's value.

func (*ListNotebookInstancesInput) SetLastModifiedTimeAfter 

func (s *ListNotebookInstancesInput) SetLastModifiedTimeAfter(v time.Time) *ListNotebookInstancesInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListNotebookInstancesInput) SetLastModifiedTimeBefore 

func (s *ListNotebookInstancesInput) SetLastModifiedTimeBefore(v time.Time) *ListNotebookInstancesInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListNotebookInstancesInput) SetMaxResults 

func (s *ListNotebookInstancesInput) SetMaxResults(v int64) *ListNotebookInstancesInput

SetMaxResults sets the MaxResults field's value.

func (*ListNotebookInstancesInput) SetNameContains 

func (s *ListNotebookInstancesInput) SetNameContains(v string) *ListNotebookInstancesInput

SetNameContains sets the NameContains field's value.

func (*ListNotebookInstancesInput) SetNextToken 

func (s *ListNotebookInstancesInput) SetNextToken(v string) *ListNotebookInstancesInput

SetNextToken sets the NextToken field's value.

func (*ListNotebookInstancesInput) SetNotebookInstanceLifecycleConfigNameContains added in v1.13.15 

func (s *ListNotebookInstancesInput) SetNotebookInstanceLifecycleConfigNameContains(v string) *ListNotebookInstancesInput

SetNotebookInstanceLifecycleConfigNameContains sets the NotebookInstanceLifecycleConfigNameContains field's value.

func (*ListNotebookInstancesInput) SetSortBy 

func (s *ListNotebookInstancesInput) SetSortBy(v string) *ListNotebookInstancesInput

SetSortBy sets the SortBy field's value.

func (*ListNotebookInstancesInput) SetSortOrder 

func (s *ListNotebookInstancesInput) SetSortOrder(v string) *ListNotebookInstancesInput

SetSortOrder sets the SortOrder field's value.

func (*ListNotebookInstancesInput) SetStatusEquals 

func (s *ListNotebookInstancesInput) SetStatusEquals(v string) *ListNotebookInstancesInput

SetStatusEquals sets the StatusEquals field's value.

func (ListNotebookInstancesInput) String 

func (s ListNotebookInstancesInput) String() string

String returns the string representation

func (*ListNotebookInstancesInput) Validate 

func (s *ListNotebookInstancesInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListNotebookInstancesOutput 

type ListNotebookInstancesOutput struct {

	// If the response to the previous ListNotebookInstances request was truncated,
	// Amazon SageMaker returns this token. To retrieve the next set of notebook
	// instances, use the token in the next request.
	NextToken *string `type:"string"`

	// An array of NotebookInstanceSummary objects, one for each notebook instance.
	NotebookInstances []*NotebookInstanceSummary `type:"list"`
	// contains filtered or unexported fields
}

func (ListNotebookInstancesOutput) GoString 

func (s ListNotebookInstancesOutput) GoString() string

GoString returns the string representation

func (*ListNotebookInstancesOutput) SetNextToken 

func (s *ListNotebookInstancesOutput) SetNextToken(v string) *ListNotebookInstancesOutput

SetNextToken sets the NextToken field's value.

func (*ListNotebookInstancesOutput) SetNotebookInstances 

func (s *ListNotebookInstancesOutput) SetNotebookInstances(v []*NotebookInstanceSummary) *ListNotebookInstancesOutput

SetNotebookInstances sets the NotebookInstances field's value.

func (ListNotebookInstancesOutput) String 

func (s ListNotebookInstancesOutput) String() string

String returns the string representation

type ListSubscribedWorkteamsInput added in v1.15.86 

type ListSubscribedWorkteamsInput struct {

	// The maximum number of work teams to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the work team name. This filter returns only work teams whose
	// name contains the specified string.
	NameContains *string `min:"1" type:"string"`

	// If the result of the previous ListSubscribedWorkteams request was truncated,
	// the response includes a NextToken. To retrieve the next set of labeling jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListSubscribedWorkteamsInput) GoString added in v1.15.86 

func (s ListSubscribedWorkteamsInput) GoString() string

GoString returns the string representation

func (*ListSubscribedWorkteamsInput) SetMaxResults added in v1.15.86 

func (s *ListSubscribedWorkteamsInput) SetMaxResults(v int64) *ListSubscribedWorkteamsInput

SetMaxResults sets the MaxResults field's value.

func (*ListSubscribedWorkteamsInput) SetNameContains added in v1.15.86 

func (s *ListSubscribedWorkteamsInput) SetNameContains(v string) *ListSubscribedWorkteamsInput

SetNameContains sets the NameContains field's value.

func (*ListSubscribedWorkteamsInput) SetNextToken added in v1.15.86 

func (s *ListSubscribedWorkteamsInput) SetNextToken(v string) *ListSubscribedWorkteamsInput

SetNextToken sets the NextToken field's value.

func (ListSubscribedWorkteamsInput) String added in v1.15.86 

func (s ListSubscribedWorkteamsInput) String() string

String returns the string representation

func (*ListSubscribedWorkteamsInput) Validate added in v1.15.86 

func (s *ListSubscribedWorkteamsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListSubscribedWorkteamsOutput added in v1.15.86 

type ListSubscribedWorkteamsOutput struct {

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of work teams, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of Workteam objects, each describing a work team.
	//
	// SubscribedWorkteams is a required field
	SubscribedWorkteams []*SubscribedWorkteam `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListSubscribedWorkteamsOutput) GoString added in v1.15.86 

func (s ListSubscribedWorkteamsOutput) GoString() string

GoString returns the string representation

func (*ListSubscribedWorkteamsOutput) SetNextToken added in v1.15.86 

func (s *ListSubscribedWorkteamsOutput) SetNextToken(v string) *ListSubscribedWorkteamsOutput

SetNextToken sets the NextToken field's value.

func (*ListSubscribedWorkteamsOutput) SetSubscribedWorkteams added in v1.15.86 

func (s *ListSubscribedWorkteamsOutput) SetSubscribedWorkteams(v []*SubscribedWorkteam) *ListSubscribedWorkteamsOutput

SetSubscribedWorkteams sets the SubscribedWorkteams field's value.

func (ListSubscribedWorkteamsOutput) String added in v1.15.86 

func (s ListSubscribedWorkteamsOutput) String() string

String returns the string representation

type ListTagsInput 

type ListTagsInput struct {

	// Maximum number of tags to return.
	MaxResults *int64 `min:"50" type:"integer"`

	// If the response to the previous ListTags request is truncated, Amazon SageMaker
	// returns this token. To retrieve the next set of tags, use it in the subsequent
	// request.
	NextToken *string `type:"string"`

	// The Amazon Resource Name (ARN) of the resource whose tags you want to retrieve.
	//
	// ResourceArn is a required field
	ResourceArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (ListTagsInput) GoString 

func (s ListTagsInput) GoString() string

GoString returns the string representation

func (*ListTagsInput) SetMaxResults 

func (s *ListTagsInput) SetMaxResults(v int64) *ListTagsInput

SetMaxResults sets the MaxResults field's value.

func (*ListTagsInput) SetNextToken 

func (s *ListTagsInput) SetNextToken(v string) *ListTagsInput

SetNextToken sets the NextToken field's value.

func (*ListTagsInput) SetResourceArn 

func (s *ListTagsInput) SetResourceArn(v string) *ListTagsInput

SetResourceArn sets the ResourceArn field's value.

func (ListTagsInput) String 

func (s ListTagsInput) String() string

String returns the string representation

func (*ListTagsInput) Validate 

func (s *ListTagsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListTagsOutput 

type ListTagsOutput struct {

	// If response is truncated, Amazon SageMaker includes a token in the response.
	// You can use this token in your subsequent request to fetch next set of tokens.
	NextToken *string `type:"string"`

	// An array of Tag objects, each with a tag key and a value.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (ListTagsOutput) GoString 

func (s ListTagsOutput) GoString() string

GoString returns the string representation

func (*ListTagsOutput) SetNextToken 

func (s *ListTagsOutput) SetNextToken(v string) *ListTagsOutput

SetNextToken sets the NextToken field's value.

func (*ListTagsOutput) SetTags 

func (s *ListTagsOutput) SetTags(v []*Tag) *ListTagsOutput

SetTags sets the Tags field's value.

func (ListTagsOutput) String 

func (s ListTagsOutput) String() string

String returns the string representation

type ListTrainingJobsForHyperParameterTuningJobInput added in v1.14.0 

type ListTrainingJobsForHyperParameterTuningJobInput struct {

	// The name of the tuning job whose training jobs you want to list.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`

	// The maximum number of training jobs to return. The default value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the result of the previous ListTrainingJobsForHyperParameterTuningJob
	// request was truncated, the response includes a NextToken. To retrieve the
	// next set of training jobs, use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is Name.
	//
	// If the value of this field is FinalObjectiveMetricValue, any training jobs
	// that did not return an objective metric are not listed.
	SortBy *string `type:"string" enum:"TrainingJobSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only training jobs with the specified status.
	StatusEquals *string `type:"string" enum:"TrainingJobStatus"`
	// contains filtered or unexported fields
}

func (ListTrainingJobsForHyperParameterTuningJobInput) GoString added in v1.14.0 

func (s ListTrainingJobsForHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetHyperParameterTuningJobName added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetMaxResults(v int64) *ListTrainingJobsForHyperParameterTuningJobInput

SetMaxResults sets the MaxResults field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetNextToken sets the NextToken field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortBy(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetSortBy sets the SortBy field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetSortOrder(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetSortOrder sets the SortOrder field's value.

func (*ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) SetStatusEquals(v string) *ListTrainingJobsForHyperParameterTuningJobInput

SetStatusEquals sets the StatusEquals field's value.

func (ListTrainingJobsForHyperParameterTuningJobInput) String added in v1.14.0 

func (s ListTrainingJobsForHyperParameterTuningJobInput) String() string

String returns the string representation

func (*ListTrainingJobsForHyperParameterTuningJobInput) Validate added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListTrainingJobsForHyperParameterTuningJobOutput added in v1.14.0 

type ListTrainingJobsForHyperParameterTuningJobOutput struct {

	// If the result of this ListTrainingJobsForHyperParameterTuningJob request
	// was truncated, the response includes a NextToken. To retrieve the next set
	// of training jobs, use the token in the next request.
	NextToken *string `type:"string"`

	// A list of TrainingJobSummary objects that describe the training jobs that
	// the ListTrainingJobsForHyperParameterTuningJob request returned.
	//
	// TrainingJobSummaries is a required field
	TrainingJobSummaries []*HyperParameterTrainingJobSummary `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListTrainingJobsForHyperParameterTuningJobOutput) GoString added in v1.14.0 

func (s ListTrainingJobsForHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (*ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetNextToken(v string) *ListTrainingJobsForHyperParameterTuningJobOutput

SetNextToken sets the NextToken field's value.

func (*ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries added in v1.14.0 

func (s *ListTrainingJobsForHyperParameterTuningJobOutput) SetTrainingJobSummaries(v []*HyperParameterTrainingJobSummary) *ListTrainingJobsForHyperParameterTuningJobOutput

SetTrainingJobSummaries sets the TrainingJobSummaries field's value.

func (ListTrainingJobsForHyperParameterTuningJobOutput) String added in v1.14.0 

func (s ListTrainingJobsForHyperParameterTuningJobOutput) String() string

String returns the string representation

type ListTrainingJobsInput 

type ListTrainingJobsInput struct {

	// A filter that returns only training jobs created after the specified time
	// (timestamp).
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only training jobs created before the specified time
	// (timestamp).
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only training jobs modified after the specified time
	// (timestamp).
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only training jobs modified before the specified time
	// (timestamp).
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of training jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the training job name. This filter returns only training jobs
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListTrainingJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of training jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"SortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only training jobs with a specific status.
	StatusEquals *string `type:"string" enum:"TrainingJobStatus"`
	// contains filtered or unexported fields
}

func (ListTrainingJobsInput) GoString 

func (s ListTrainingJobsInput) GoString() string

GoString returns the string representation

func (*ListTrainingJobsInput) SetCreationTimeAfter 

func (s *ListTrainingJobsInput) SetCreationTimeAfter(v time.Time) *ListTrainingJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListTrainingJobsInput) SetCreationTimeBefore 

func (s *ListTrainingJobsInput) SetCreationTimeBefore(v time.Time) *ListTrainingJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListTrainingJobsInput) SetLastModifiedTimeAfter 

func (s *ListTrainingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTrainingJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListTrainingJobsInput) SetLastModifiedTimeBefore 

func (s *ListTrainingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTrainingJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListTrainingJobsInput) SetMaxResults 

func (s *ListTrainingJobsInput) SetMaxResults(v int64) *ListTrainingJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListTrainingJobsInput) SetNameContains 

func (s *ListTrainingJobsInput) SetNameContains(v string) *ListTrainingJobsInput

SetNameContains sets the NameContains field's value.

func (*ListTrainingJobsInput) SetNextToken 

func (s *ListTrainingJobsInput) SetNextToken(v string) *ListTrainingJobsInput

SetNextToken sets the NextToken field's value.

func (*ListTrainingJobsInput) SetSortBy 

func (s *ListTrainingJobsInput) SetSortBy(v string) *ListTrainingJobsInput

SetSortBy sets the SortBy field's value.

func (*ListTrainingJobsInput) SetSortOrder 

func (s *ListTrainingJobsInput) SetSortOrder(v string) *ListTrainingJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListTrainingJobsInput) SetStatusEquals 

func (s *ListTrainingJobsInput) SetStatusEquals(v string) *ListTrainingJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListTrainingJobsInput) String 

func (s ListTrainingJobsInput) String() string

String returns the string representation

func (*ListTrainingJobsInput) Validate 

func (s *ListTrainingJobsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListTrainingJobsOutput 

type ListTrainingJobsOutput struct {

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of training jobs, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of TrainingJobSummary objects, each listing a training job.
	//
	// TrainingJobSummaries is a required field
	TrainingJobSummaries []*TrainingJobSummary `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListTrainingJobsOutput) GoString 

func (s ListTrainingJobsOutput) GoString() string

GoString returns the string representation

func (*ListTrainingJobsOutput) SetNextToken 

func (s *ListTrainingJobsOutput) SetNextToken(v string) *ListTrainingJobsOutput

SetNextToken sets the NextToken field's value.

func (*ListTrainingJobsOutput) SetTrainingJobSummaries 

func (s *ListTrainingJobsOutput) SetTrainingJobSummaries(v []*TrainingJobSummary) *ListTrainingJobsOutput

SetTrainingJobSummaries sets the TrainingJobSummaries field's value.

func (ListTrainingJobsOutput) String 

func (s ListTrainingJobsOutput) String() string

String returns the string representation

type ListTransformJobsInput added in v1.14.28 

type ListTransformJobsInput struct {

	// A filter that returns only transform jobs created after the specified time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only transform jobs created before the specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only transform jobs modified after the specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only transform jobs modified before the specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of transform jobs to return in the response. The default
	// value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the transform job name. This filter returns only transform jobs
	// whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListTransformJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of transform jobs,
	// use the token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"SortBy"`

	// The sort order for results. The default is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only transform jobs with a specific status.
	StatusEquals *string `type:"string" enum:"TransformJobStatus"`
	// contains filtered or unexported fields
}

func (ListTransformJobsInput) GoString added in v1.14.28 

func (s ListTransformJobsInput) GoString() string

GoString returns the string representation

func (*ListTransformJobsInput) SetCreationTimeAfter added in v1.14.28 

func (s *ListTransformJobsInput) SetCreationTimeAfter(v time.Time) *ListTransformJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListTransformJobsInput) SetCreationTimeBefore added in v1.14.28 

func (s *ListTransformJobsInput) SetCreationTimeBefore(v time.Time) *ListTransformJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListTransformJobsInput) SetLastModifiedTimeAfter added in v1.14.28 

func (s *ListTransformJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListTransformJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListTransformJobsInput) SetLastModifiedTimeBefore added in v1.14.28 

func (s *ListTransformJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListTransformJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListTransformJobsInput) SetMaxResults added in v1.14.28 

func (s *ListTransformJobsInput) SetMaxResults(v int64) *ListTransformJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListTransformJobsInput) SetNameContains added in v1.14.28 

func (s *ListTransformJobsInput) SetNameContains(v string) *ListTransformJobsInput

SetNameContains sets the NameContains field's value.

func (*ListTransformJobsInput) SetNextToken added in v1.14.28 

func (s *ListTransformJobsInput) SetNextToken(v string) *ListTransformJobsInput

SetNextToken sets the NextToken field's value.

func (*ListTransformJobsInput) SetSortBy added in v1.14.28 

func (s *ListTransformJobsInput) SetSortBy(v string) *ListTransformJobsInput

SetSortBy sets the SortBy field's value.

func (*ListTransformJobsInput) SetSortOrder added in v1.14.28 

func (s *ListTransformJobsInput) SetSortOrder(v string) *ListTransformJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListTransformJobsInput) SetStatusEquals added in v1.14.28 

func (s *ListTransformJobsInput) SetStatusEquals(v string) *ListTransformJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListTransformJobsInput) String added in v1.14.28 

func (s ListTransformJobsInput) String() string

String returns the string representation

func (*ListTransformJobsInput) Validate added in v1.14.28 

func (s *ListTransformJobsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListTransformJobsOutput added in v1.14.28 

type ListTransformJobsOutput struct {

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of transform jobs, use it in the next request.
	NextToken *string `type:"string"`

	// An array of TransformJobSummary objects.
	//
	// TransformJobSummaries is a required field
	TransformJobSummaries []*TransformJobSummary `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListTransformJobsOutput) GoString added in v1.14.28 

func (s ListTransformJobsOutput) GoString() string

GoString returns the string representation

func (*ListTransformJobsOutput) SetNextToken added in v1.14.28 

func (s *ListTransformJobsOutput) SetNextToken(v string) *ListTransformJobsOutput

SetNextToken sets the NextToken field's value.

func (*ListTransformJobsOutput) SetTransformJobSummaries added in v1.14.28 

func (s *ListTransformJobsOutput) SetTransformJobSummaries(v []*TransformJobSummary) *ListTransformJobsOutput

SetTransformJobSummaries sets the TransformJobSummaries field's value.

func (ListTransformJobsOutput) String added in v1.14.28 

func (s ListTransformJobsOutput) String() string

String returns the string representation

type ListWorkteamsInput added in v1.15.86 

type ListWorkteamsInput struct {

	// The maximum number of work teams to return in each page of the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the work team's name. This filter returns only work teams whose
	// name contains the specified string.
	NameContains *string `min:"1" type:"string"`

	// If the result of the previous ListWorkteams request was truncated, the response
	// includes a NextToken. To retrieve the next set of labeling jobs, use the
	// token in the next request.
	NextToken *string `type:"string"`

	// The field to sort results by. The default is CreationTime.
	SortBy *string `type:"string" enum:"ListWorkteamsSortByOptions"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListWorkteamsInput) GoString added in v1.15.86 

func (s ListWorkteamsInput) GoString() string

GoString returns the string representation

func (*ListWorkteamsInput) SetMaxResults added in v1.15.86 

func (s *ListWorkteamsInput) SetMaxResults(v int64) *ListWorkteamsInput

SetMaxResults sets the MaxResults field's value.

func (*ListWorkteamsInput) SetNameContains added in v1.15.86 

func (s *ListWorkteamsInput) SetNameContains(v string) *ListWorkteamsInput

SetNameContains sets the NameContains field's value.

func (*ListWorkteamsInput) SetNextToken added in v1.15.86 

func (s *ListWorkteamsInput) SetNextToken(v string) *ListWorkteamsInput

SetNextToken sets the NextToken field's value.

func (*ListWorkteamsInput) SetSortBy added in v1.15.86 

func (s *ListWorkteamsInput) SetSortBy(v string) *ListWorkteamsInput

SetSortBy sets the SortBy field's value.

func (*ListWorkteamsInput) SetSortOrder added in v1.15.86 

func (s *ListWorkteamsInput) SetSortOrder(v string) *ListWorkteamsInput

SetSortOrder sets the SortOrder field's value.

func (ListWorkteamsInput) String added in v1.15.86 

func (s ListWorkteamsInput) String() string

String returns the string representation

func (*ListWorkteamsInput) Validate added in v1.15.86 

func (s *ListWorkteamsInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ListWorkteamsOutput added in v1.15.86 

type ListWorkteamsOutput struct {

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of work teams, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of Workteam objects, each describing a work team.
	//
	// Workteams is a required field
	Workteams []*Workteam `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListWorkteamsOutput) GoString added in v1.15.86 

func (s ListWorkteamsOutput) GoString() string

GoString returns the string representation

func (*ListWorkteamsOutput) SetNextToken added in v1.15.86 

func (s *ListWorkteamsOutput) SetNextToken(v string) *ListWorkteamsOutput

SetNextToken sets the NextToken field's value.

func (*ListWorkteamsOutput) SetWorkteams added in v1.15.86 

func (s *ListWorkteamsOutput) SetWorkteams(v []*Workteam) *ListWorkteamsOutput

SetWorkteams sets the Workteams field's value.

func (ListWorkteamsOutput) String added in v1.15.86 

func (s ListWorkteamsOutput) String() string

String returns the string representation

type MemberDefinition added in v1.15.86 

type MemberDefinition struct {

	// The Amazon Cognito user group that is part of the work team.
	CognitoMemberDefinition *CognitoMemberDefinition `type:"structure"`
	// contains filtered or unexported fields
}

Defines the Amazon Cognito user group that is part of a work team.

func (MemberDefinition) GoString added in v1.15.86 

func (s MemberDefinition) GoString() string

GoString returns the string representation

func (*MemberDefinition) SetCognitoMemberDefinition added in v1.15.86 

func (s *MemberDefinition) SetCognitoMemberDefinition(v *CognitoMemberDefinition) *MemberDefinition

SetCognitoMemberDefinition sets the CognitoMemberDefinition field's value.

func (MemberDefinition) String added in v1.15.86 

func (s MemberDefinition) String() string

String returns the string representation

func (*MemberDefinition) Validate added in v1.15.86 

func (s *MemberDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type MetricData added in v1.15.76 

type MetricData struct {

	// The name of the metric.
	MetricName *string `min:"1" type:"string"`

	// The date and time that the algorithm emitted the metric.
	Timestamp *time.Time `type:"timestamp"`

	// The value of the metric.
	Value *float64 `type:"float"`
	// contains filtered or unexported fields
}

The name, value, and date and time of a metric that was emitted to Amazon CloudWatch.

func (MetricData) GoString added in v1.15.76 

func (s MetricData) GoString() string

GoString returns the string representation

func (*MetricData) SetMetricName added in v1.15.76 

func (s *MetricData) SetMetricName(v string) *MetricData

SetMetricName sets the MetricName field's value.

func (*MetricData) SetTimestamp added in v1.15.76 

func (s *MetricData) SetTimestamp(v time.Time) *MetricData

SetTimestamp sets the Timestamp field's value.

func (*MetricData) SetValue added in v1.15.76 

func (s *MetricData) SetValue(v float64) *MetricData

SetValue sets the Value field's value.

func (MetricData) String added in v1.15.76 

func (s MetricData) String() string

String returns the string representation

type MetricDefinition added in v1.14.0 

type MetricDefinition struct {

	// The name of the metric.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// A regular expression that searches the output of a training job and gets
	// the value of the metric. For more information about using regular expressions
	// to define metrics, see Defining Objective Metrics (http://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-metrics.html).
	//
	// Regex is a required field
	Regex *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Specifies a metric that the training algorithm writes to stderr or stdout. Amazon SageMakerhyperparameter tuning captures all defined metrics. You specify one metric that a hyperparameter tuning job uses as its objective metric to choose the best training job.

func (MetricDefinition) GoString added in v1.14.0 

func (s MetricDefinition) GoString() string

GoString returns the string representation

func (*MetricDefinition) SetName added in v1.14.0 

func (s *MetricDefinition) SetName(v string) *MetricDefinition

SetName sets the Name field's value.

func (*MetricDefinition) SetRegex added in v1.14.0 

func (s *MetricDefinition) SetRegex(v string) *MetricDefinition

SetRegex sets the Regex field's value.

func (MetricDefinition) String added in v1.14.0 

func (s MetricDefinition) String() string

String returns the string representation

func (*MetricDefinition) Validate added in v1.14.0 

func (s *MetricDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ModelArtifacts 

type ModelArtifacts struct {

	// The path of the S3 object that contains the model artifacts. For example,
	// s3://bucket-name/keynameprefix/model.tar.gz.
	//
	// S3ModelArtifacts is a required field
	S3ModelArtifacts *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides information about the location that is configured for storing model artifacts.

func (ModelArtifacts) GoString 

func (s ModelArtifacts) GoString() string

GoString returns the string representation

func (*ModelArtifacts) SetS3ModelArtifacts 

func (s *ModelArtifacts) SetS3ModelArtifacts(v string) *ModelArtifacts

SetS3ModelArtifacts sets the S3ModelArtifacts field's value.

func (ModelArtifacts) String 

func (s ModelArtifacts) String() string

String returns the string representation

type ModelPackageContainerDefinition added in v1.15.86 

type ModelPackageContainerDefinition struct {

	// The DNS host name for the Docker container.
	ContainerHostname *string `type:"string"`

	// The Amazon EC2 Container Registry path where inference code is stored.
	//
	// If you are using your own custom algorithm instead of an algorithm provided
	// by Amazon SageMaker, the inference code must meet Amazon SageMaker requirements.
	// Amazon SageMaker supports both registry/repository[:tag] and registry/repository[@digest]
	// image path formats. For more information, see Using Your Own Algorithms with
	// Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	//
	// Image is a required field
	Image *string `type:"string" required:"true"`

	// An MD5 hash of the training algorithm that identifies the Docker image used
	// for training.
	ImageDigest *string `type:"string"`

	// The Amazon S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	ModelDataUrl *string `type:"string"`

	// The ID of the model package.
	ProductId *string `type:"string"`
	// contains filtered or unexported fields
}

Describes the Docker container for the model package.

func (ModelPackageContainerDefinition) GoString added in v1.15.86 

func (s ModelPackageContainerDefinition) GoString() string

GoString returns the string representation

func (*ModelPackageContainerDefinition) SetContainerHostname added in v1.15.86 

func (s *ModelPackageContainerDefinition) SetContainerHostname(v string) *ModelPackageContainerDefinition

SetContainerHostname sets the ContainerHostname field's value.

func (*ModelPackageContainerDefinition) SetImage added in v1.15.86 

func (s *ModelPackageContainerDefinition) SetImage(v string) *ModelPackageContainerDefinition

SetImage sets the Image field's value.

func (*ModelPackageContainerDefinition) SetImageDigest added in v1.15.86 

func (s *ModelPackageContainerDefinition) SetImageDigest(v string) *ModelPackageContainerDefinition

SetImageDigest sets the ImageDigest field's value.

func (*ModelPackageContainerDefinition) SetModelDataUrl added in v1.15.86 

func (s *ModelPackageContainerDefinition) SetModelDataUrl(v string) *ModelPackageContainerDefinition

SetModelDataUrl sets the ModelDataUrl field's value.

func (*ModelPackageContainerDefinition) SetProductId added in v1.15.86 

func (s *ModelPackageContainerDefinition) SetProductId(v string) *ModelPackageContainerDefinition

SetProductId sets the ProductId field's value.

func (ModelPackageContainerDefinition) String added in v1.15.86 

func (s ModelPackageContainerDefinition) String() string

String returns the string representation

func (*ModelPackageContainerDefinition) Validate added in v1.15.86 

func (s *ModelPackageContainerDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ModelPackageStatusDetails added in v1.15.86 

type ModelPackageStatusDetails struct {

	// The status of the scan of the Docker image container for the model package.
	ImageScanStatuses []*ModelPackageStatusItem `type:"list"`

	// The status of the validation of the model package.
	//
	// ValidationStatuses is a required field
	ValidationStatuses []*ModelPackageStatusItem `type:"list" required:"true"`
	// contains filtered or unexported fields
}

Specifies the validation and image scan statuses of the model package.

func (ModelPackageStatusDetails) GoString added in v1.15.86 

func (s ModelPackageStatusDetails) GoString() string

GoString returns the string representation

func (*ModelPackageStatusDetails) SetImageScanStatuses added in v1.15.86 

func (s *ModelPackageStatusDetails) SetImageScanStatuses(v []*ModelPackageStatusItem) *ModelPackageStatusDetails

SetImageScanStatuses sets the ImageScanStatuses field's value.

func (*ModelPackageStatusDetails) SetValidationStatuses added in v1.15.86 

func (s *ModelPackageStatusDetails) SetValidationStatuses(v []*ModelPackageStatusItem) *ModelPackageStatusDetails

SetValidationStatuses sets the ValidationStatuses field's value.

func (ModelPackageStatusDetails) String added in v1.15.86 

func (s ModelPackageStatusDetails) String() string

String returns the string representation

type ModelPackageStatusItem added in v1.15.86 

type ModelPackageStatusItem struct {

	// The reason for failure, if the overall status is a failed state.
	FailureReason *string `type:"string"`

	// The name of the model package for which the overall status is being repoorted.
	//
	// Name is a required field
	Name *string `min:"1" type:"string" required:"true"`

	// The current status.
	//
	// Status is a required field
	Status *string `type:"string" required:"true" enum:"DetailedModelPackageStatus"`
	// contains filtered or unexported fields
}

Represents the overall status of a model package.

func (ModelPackageStatusItem) GoString added in v1.15.86 

func (s ModelPackageStatusItem) GoString() string

GoString returns the string representation

func (*ModelPackageStatusItem) SetFailureReason added in v1.15.86 

func (s *ModelPackageStatusItem) SetFailureReason(v string) *ModelPackageStatusItem

SetFailureReason sets the FailureReason field's value.

func (*ModelPackageStatusItem) SetName added in v1.15.86 

func (s *ModelPackageStatusItem) SetName(v string) *ModelPackageStatusItem

SetName sets the Name field's value.

func (*ModelPackageStatusItem) SetStatus added in v1.15.86 

func (s *ModelPackageStatusItem) SetStatus(v string) *ModelPackageStatusItem

SetStatus sets the Status field's value.

func (ModelPackageStatusItem) String added in v1.15.86 

func (s ModelPackageStatusItem) String() string

String returns the string representation

type ModelPackageSummary added in v1.15.86 

type ModelPackageSummary struct {

	// A timestamp that shows when the model package was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the model package.
	//
	// ModelPackageArn is a required field
	ModelPackageArn *string `min:"1" type:"string" required:"true"`

	// A brief statement describing the model package.
	ModelPackageDescription *string `type:"string"`

	// The name of the model package.
	//
	// ModelPackageName is a required field
	ModelPackageName *string `min:"1" type:"string" required:"true"`

	// The overall status of the model package.
	//
	// ModelPackageStatus is a required field
	ModelPackageStatus *string `type:"string" required:"true" enum:"ModelPackageStatus"`
	// contains filtered or unexported fields
}

Provides summary information about a model package.

func (ModelPackageSummary) GoString added in v1.15.86 

func (s ModelPackageSummary) GoString() string

GoString returns the string representation

func (*ModelPackageSummary) SetCreationTime added in v1.15.86 

func (s *ModelPackageSummary) SetCreationTime(v time.Time) *ModelPackageSummary

SetCreationTime sets the CreationTime field's value.

func (*ModelPackageSummary) SetModelPackageArn added in v1.15.86 

func (s *ModelPackageSummary) SetModelPackageArn(v string) *ModelPackageSummary

SetModelPackageArn sets the ModelPackageArn field's value.

func (*ModelPackageSummary) SetModelPackageDescription added in v1.15.86 

func (s *ModelPackageSummary) SetModelPackageDescription(v string) *ModelPackageSummary

SetModelPackageDescription sets the ModelPackageDescription field's value.

func (*ModelPackageSummary) SetModelPackageName added in v1.15.86 

func (s *ModelPackageSummary) SetModelPackageName(v string) *ModelPackageSummary

SetModelPackageName sets the ModelPackageName field's value.

func (*ModelPackageSummary) SetModelPackageStatus added in v1.15.86 

func (s *ModelPackageSummary) SetModelPackageStatus(v string) *ModelPackageSummary

SetModelPackageStatus sets the ModelPackageStatus field's value.

func (ModelPackageSummary) String added in v1.15.86 

func (s ModelPackageSummary) String() string

String returns the string representation

type ModelPackageValidationProfile added in v1.15.86 

type ModelPackageValidationProfile struct {

	// The name of the profile for the model package.
	//
	// ProfileName is a required field
	ProfileName *string `min:"1" type:"string" required:"true"`

	// The TransformJobDefinition object that describes the transform job used for
	// the validation of the model package.
	//
	// TransformJobDefinition is a required field
	TransformJobDefinition *TransformJobDefinition `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Contains data such as the inputs and targeted instance types that are used in the process of validating the model package.

The data provided in the validation profile is made available to your buyers on AWS Marketplace.

func (ModelPackageValidationProfile) GoString added in v1.15.86 

func (s ModelPackageValidationProfile) GoString() string

GoString returns the string representation

func (*ModelPackageValidationProfile) SetProfileName added in v1.15.86 

func (s *ModelPackageValidationProfile) SetProfileName(v string) *ModelPackageValidationProfile

SetProfileName sets the ProfileName field's value.

func (*ModelPackageValidationProfile) SetTransformJobDefinition added in v1.15.86 

func (s *ModelPackageValidationProfile) SetTransformJobDefinition(v *TransformJobDefinition) *ModelPackageValidationProfile

SetTransformJobDefinition sets the TransformJobDefinition field's value.

func (ModelPackageValidationProfile) String added in v1.15.86 

func (s ModelPackageValidationProfile) String() string

String returns the string representation

func (*ModelPackageValidationProfile) Validate added in v1.15.86 

func (s *ModelPackageValidationProfile) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ModelPackageValidationSpecification added in v1.15.86 

type ModelPackageValidationSpecification struct {

	// An array of ModelPackageValidationProfile objects, each of which specifies
	// a batch transform job that Amazon SageMaker runs to validate your model package.
	//
	// ValidationProfiles is a required field
	ValidationProfiles []*ModelPackageValidationProfile `min:"1" type:"list" required:"true"`

	// The IAM roles to be used for the validation of a model package.
	//
	// ValidationRole is a required field
	ValidationRole *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Specifies batch transform jobs that Amazon SageMaker runs to validate your model package.

func (ModelPackageValidationSpecification) GoString added in v1.15.86 

func (s ModelPackageValidationSpecification) GoString() string

GoString returns the string representation

func (*ModelPackageValidationSpecification) SetValidationProfiles added in v1.15.86 

func (s *ModelPackageValidationSpecification) SetValidationProfiles(v []*ModelPackageValidationProfile) *ModelPackageValidationSpecification

SetValidationProfiles sets the ValidationProfiles field's value.

func (*ModelPackageValidationSpecification) SetValidationRole added in v1.15.86 

func (s *ModelPackageValidationSpecification) SetValidationRole(v string) *ModelPackageValidationSpecification

SetValidationRole sets the ValidationRole field's value.

func (ModelPackageValidationSpecification) String added in v1.15.86 

func (s ModelPackageValidationSpecification) String() string

String returns the string representation

func (*ModelPackageValidationSpecification) Validate added in v1.15.86 

func (s *ModelPackageValidationSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ModelSummary 

type ModelSummary struct {

	// A timestamp that indicates when the model was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the model.
	//
	// ModelArn is a required field
	ModelArn *string `min:"20" type:"string" required:"true"`

	// The name of the model that you want a summary for.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides summary information about a model.

func (ModelSummary) GoString 

func (s ModelSummary) GoString() string

GoString returns the string representation

func (*ModelSummary) SetCreationTime 

func (s *ModelSummary) SetCreationTime(v time.Time) *ModelSummary

SetCreationTime sets the CreationTime field's value.

func (*ModelSummary) SetModelArn 

func (s *ModelSummary) SetModelArn(v string) *ModelSummary

SetModelArn sets the ModelArn field's value.

func (*ModelSummary) SetModelName 

func (s *ModelSummary) SetModelName(v string) *ModelSummary

SetModelName sets the ModelName field's value.

func (ModelSummary) String 

func (s ModelSummary) String() string

String returns the string representation

type NestedFilters added in v1.15.86 

type NestedFilters struct {

	// A list of filters. Each filter acts on a property. For example, a NestedFilters
	// call might include a filter on the PropertyName parameter fof the InputDataConfig
	// property: InputDataConfig.DataSource.S3DataSource.S3Uri.
	//
	// Filters is a required field
	Filters []*Filter `min:"1" type:"list" required:"true"`

	// .The name of the property used in the nested filters.
	//
	// NestedPropertyName is a required field
	NestedPropertyName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

A NestedFilter is defined by using a resource name under NestedPropertyName, which entries in a list that properties must match to be included in the results. To satisfy the conditions specified in the NestedFilters call, each object in the list must satisfy the conditions of all of the filters.

For example, a NestedFilters could be defined using the training job's InputDataConfig property, this would be defined as a list of Channel objects.

A NestedFilters object contains multiple filters. For example, to find all training jobs that have train in their name, and have cat/data in theirS3Uri(under InputDataConfig), you need to create a NestedFiltersobject that specfies the InputDataConfigproperty with the following Filterobjects:

'{Name:"InputDataConfig.ChannelName", "Operator":"EQUALS", "Value":"train"}',

  • '{Name:"InputDataConfig.DataSource.S3DataSource.S3Uri", "Operator":"CONTAINS", "Value":"cat/data"}'

func (NestedFilters) GoString added in v1.15.86 

func (s NestedFilters) GoString() string

GoString returns the string representation

func (*NestedFilters) SetFilters added in v1.15.86 

func (s *NestedFilters) SetFilters(v []*Filter) *NestedFilters

SetFilters sets the Filters field's value.

func (*NestedFilters) SetNestedPropertyName added in v1.15.86 

func (s *NestedFilters) SetNestedPropertyName(v string) *NestedFilters

SetNestedPropertyName sets the NestedPropertyName field's value.

func (NestedFilters) String added in v1.15.86 

func (s NestedFilters) String() string

String returns the string representation

func (*NestedFilters) Validate added in v1.15.86 

func (s *NestedFilters) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type NotebookInstanceLifecycleConfigSummary added in v1.13.15 

type NotebookInstanceLifecycleConfigSummary struct {

	// A timestamp that tells when the lifecycle configuration was created.
	CreationTime *time.Time `type:"timestamp"`

	// A timestamp that tells when the lifecycle configuration was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigArn is a required field
	NotebookInstanceLifecycleConfigArn *string `type:"string" required:"true"`

	// The name of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides a summary of a notebook instance lifecycle configuration.

func (NotebookInstanceLifecycleConfigSummary) GoString added in v1.13.15 

func (s NotebookInstanceLifecycleConfigSummary) GoString() string

GoString returns the string representation

func (*NotebookInstanceLifecycleConfigSummary) SetCreationTime added in v1.13.15 

func (s *NotebookInstanceLifecycleConfigSummary) SetCreationTime(v time.Time) *NotebookInstanceLifecycleConfigSummary

SetCreationTime sets the CreationTime field's value.

func (*NotebookInstanceLifecycleConfigSummary) SetLastModifiedTime added in v1.13.15 

func (s *NotebookInstanceLifecycleConfigSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceLifecycleConfigSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigArn added in v1.13.15 

func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigArn(v string) *NotebookInstanceLifecycleConfigSummary

SetNotebookInstanceLifecycleConfigArn sets the NotebookInstanceLifecycleConfigArn field's value.

func (*NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *NotebookInstanceLifecycleConfigSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceLifecycleConfigSummary

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (NotebookInstanceLifecycleConfigSummary) String added in v1.13.15 

func (s NotebookInstanceLifecycleConfigSummary) String() string

String returns the string representation

type NotebookInstanceLifecycleHook added in v1.13.15 

type NotebookInstanceLifecycleHook struct {

	// A base64-encoded string that contains a shell script for a notebook instance
	// lifecycle configuration.
	Content *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Contains the notebook instance lifecycle configuration script.

Each lifecycle configuration script has a limit of 16384 characters.

The value of the $PATH environment variable that is available to both scripts is /sbin:bin:/usr/sbin:/usr/bin.

View CloudWatch Logs for notebook instance lifecycle configurations in log group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook].

Lifecycle configuration scripts cannot run for longer than 5 minutes. If a script runs for longer than 5 minutes, it fails and the notebook instance is not created or started.

For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).

func (NotebookInstanceLifecycleHook) GoString added in v1.13.15 

func (s NotebookInstanceLifecycleHook) GoString() string

GoString returns the string representation

func (*NotebookInstanceLifecycleHook) SetContent added in v1.13.15 

func (s *NotebookInstanceLifecycleHook) SetContent(v string) *NotebookInstanceLifecycleHook

SetContent sets the Content field's value.

func (NotebookInstanceLifecycleHook) String added in v1.13.15 

func (s NotebookInstanceLifecycleHook) String() string

String returns the string representation

func (*NotebookInstanceLifecycleHook) Validate added in v1.13.15 

func (s *NotebookInstanceLifecycleHook) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type NotebookInstanceSummary 

type NotebookInstanceSummary struct {

	// An array of up to 3 git repositories associated with the notebook instance.
	// These can be either the names of git repositories stored as resources in
	// your account, or the URL of git repositories in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// A timestamp that shows when the notebook instance was created.
	CreationTime *time.Time `type:"timestamp"`

	// The git repository associated with the notebook instance as its default code
	// repository. This can be either the name of a git repository stored as a resource
	// in your account, or the URL of a git repository in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// The type of ML compute instance that the notebook instance is running on.
	InstanceType *string `type:"string" enum:"InstanceType"`

	// A timestamp that shows when the notebook instance was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the notebook instance.
	//
	// NotebookInstanceArn is a required field
	NotebookInstanceArn *string `type:"string" required:"true"`

	// The name of a notebook instance lifecycle configuration associated with this
	// notebook instance.
	//
	// For information about notebook instance lifestyle configurations, see Step
	// 2.1: (Optional) Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// The name of the notebook instance that you want a summary for.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// The status of the notebook instance.
	NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"`

	// The URL that you use to connect to the Jupyter instance running in your notebook
	// instance.
	Url *string `type:"string"`
	// contains filtered or unexported fields
}

Provides summary information for an Amazon SageMaker notebook instance.

func (NotebookInstanceSummary) GoString 

func (s NotebookInstanceSummary) GoString() string

GoString returns the string representation

func (*NotebookInstanceSummary) SetAdditionalCodeRepositories added in v1.15.86 

func (s *NotebookInstanceSummary) SetAdditionalCodeRepositories(v []*string) *NotebookInstanceSummary

SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.

func (*NotebookInstanceSummary) SetCreationTime 

func (s *NotebookInstanceSummary) SetCreationTime(v time.Time) *NotebookInstanceSummary

SetCreationTime sets the CreationTime field's value.

func (*NotebookInstanceSummary) SetDefaultCodeRepository added in v1.15.86 

func (s *NotebookInstanceSummary) SetDefaultCodeRepository(v string) *NotebookInstanceSummary

SetDefaultCodeRepository sets the DefaultCodeRepository field's value.

func (*NotebookInstanceSummary) SetInstanceType 

func (s *NotebookInstanceSummary) SetInstanceType(v string) *NotebookInstanceSummary

SetInstanceType sets the InstanceType field's value.

func (*NotebookInstanceSummary) SetLastModifiedTime 

func (s *NotebookInstanceSummary) SetLastModifiedTime(v time.Time) *NotebookInstanceSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*NotebookInstanceSummary) SetNotebookInstanceArn 

func (s *NotebookInstanceSummary) SetNotebookInstanceArn(v string) *NotebookInstanceSummary

SetNotebookInstanceArn sets the NotebookInstanceArn field's value.

func (*NotebookInstanceSummary) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *NotebookInstanceSummary) SetNotebookInstanceLifecycleConfigName(v string) *NotebookInstanceSummary

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*NotebookInstanceSummary) SetNotebookInstanceName 

func (s *NotebookInstanceSummary) SetNotebookInstanceName(v string) *NotebookInstanceSummary

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*NotebookInstanceSummary) SetNotebookInstanceStatus 

func (s *NotebookInstanceSummary) SetNotebookInstanceStatus(v string) *NotebookInstanceSummary

SetNotebookInstanceStatus sets the NotebookInstanceStatus field's value.

func (*NotebookInstanceSummary) SetUrl 

func (s *NotebookInstanceSummary) SetUrl(v string) *NotebookInstanceSummary

SetUrl sets the Url field's value.

func (NotebookInstanceSummary) String 

func (s NotebookInstanceSummary) String() string

String returns the string representation

type ObjectiveStatusCounters added in v1.14.0 

type ObjectiveStatusCounters struct {

	// The number of training jobs whose final objective metric was not evaluated
	// and used in the hyperparameter tuning process. This typically occurs when
	// the training job failed or did not emit an objective metric.
	Failed *int64 `type:"integer"`

	// The number of training jobs that are in progress and pending evaluation of
	// their final objective metric.
	Pending *int64 `type:"integer"`

	// The number of training jobs whose final objective metric was evaluated by
	// the hyperparameter tuning job and used in the hyperparameter tuning process.
	Succeeded *int64 `type:"integer"`
	// contains filtered or unexported fields
}

Specifies the number of training jobs that this hyperparameter tuning job launched, categorized by the status of their objective metric. The objective metric status shows whether the final objective metric for the training job has been evaluated by the tuning job and used in the hyperparameter tuning process.

func (ObjectiveStatusCounters) GoString added in v1.14.0 

func (s ObjectiveStatusCounters) GoString() string

GoString returns the string representation

func (*ObjectiveStatusCounters) SetFailed added in v1.14.0 

func (s *ObjectiveStatusCounters) SetFailed(v int64) *ObjectiveStatusCounters

SetFailed sets the Failed field's value.

func (*ObjectiveStatusCounters) SetPending added in v1.14.0 

func (s *ObjectiveStatusCounters) SetPending(v int64) *ObjectiveStatusCounters

SetPending sets the Pending field's value.

func (*ObjectiveStatusCounters) SetSucceeded added in v1.14.0 

func (s *ObjectiveStatusCounters) SetSucceeded(v int64) *ObjectiveStatusCounters

SetSucceeded sets the Succeeded field's value.

func (ObjectiveStatusCounters) String added in v1.14.0 

func (s ObjectiveStatusCounters) String() string

String returns the string representation

type OutputConfig added in v1.15.86 

type OutputConfig struct {

	// Identifies the S3 path where you want Amazon SageMaker to store the model
	// artifacts. For example, s3://bucket-name/key-name-prefix.
	//
	// S3OutputLocation is a required field
	S3OutputLocation *string `type:"string" required:"true"`

	// Identifies the device that you want to run your model on after it has been
	// compiled. For example: ml_c5.
	//
	// TargetDevice is a required field
	TargetDevice *string `type:"string" required:"true" enum:"TargetDevice"`
	// contains filtered or unexported fields
}

Contains information about the output location for the compiled model and the device (target) that the model runs on.

func (OutputConfig) GoString added in v1.15.86 

func (s OutputConfig) GoString() string

GoString returns the string representation

func (*OutputConfig) SetS3OutputLocation added in v1.15.86 

func (s *OutputConfig) SetS3OutputLocation(v string) *OutputConfig

SetS3OutputLocation sets the S3OutputLocation field's value.

func (*OutputConfig) SetTargetDevice added in v1.15.86 

func (s *OutputConfig) SetTargetDevice(v string) *OutputConfig

SetTargetDevice sets the TargetDevice field's value.

func (OutputConfig) String added in v1.15.86 

func (s OutputConfig) String() string

String returns the string representation

func (*OutputConfig) Validate added in v1.15.86 

func (s *OutputConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type OutputDataConfig 

type OutputDataConfig struct {

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	// The KmsKeyId can be any of the following formats:
	//
	//    * // KMS Key ID
	//
	// "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * // Amazon Resource Name (ARN) of a KMS Key
	//
	// "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * // KMS Key Alias
	//
	// "alias/ExampleAlias"
	//
	//    * // Amazon Resource Name (ARN) of a KMS Key Alias
	//
	// "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
	//
	// If you don't provide the KMS key ID, Amazon SageMaker uses the default KMS
	// key for Amazon S3 for your role's account. For more information, see KMS-Managed
	// Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html)
	// in Amazon Simple Storage Service Developer Guide.
	//
	// The KMS key policy must grant permission to the IAM role that you specify
	// in your CreateTrainingJob request. Using Key Policies in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	// in the AWS Key Management Service Developer Guide.
	KmsKeyId *string `type:"string"`

	// Identifies the S3 path where you want Amazon SageMaker to store the model
	// artifacts. For example, s3://bucket-name/key-name-prefix.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides information about how to store model training results (model artifacts).

func (OutputDataConfig) GoString 

func (s OutputDataConfig) GoString() string

GoString returns the string representation

func (*OutputDataConfig) SetKmsKeyId 

func (s *OutputDataConfig) SetKmsKeyId(v string) *OutputDataConfig

SetKmsKeyId sets the KmsKeyId field's value.

func (*OutputDataConfig) SetS3OutputPath 

func (s *OutputDataConfig) SetS3OutputPath(v string) *OutputDataConfig

SetS3OutputPath sets the S3OutputPath field's value.

func (OutputDataConfig) String 

func (s OutputDataConfig) String() string

String returns the string representation

func (*OutputDataConfig) Validate 

func (s *OutputDataConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ParameterRange added in v1.15.86 

type ParameterRange struct {

	// A CategoricalParameterRangeSpecification object that defines the possible
	// values for a categorical hyperparameter.
	CategoricalParameterRangeSpecification *CategoricalParameterRangeSpecification `type:"structure"`

	// A ContinuousParameterRangeSpecification object that defines the possible
	// values for a continuous hyperparameter.
	ContinuousParameterRangeSpecification *ContinuousParameterRangeSpecification `type:"structure"`

	// A IntegerParameterRangeSpecification object that defines the possible values
	// for an integer hyperparameter.
	IntegerParameterRangeSpecification *IntegerParameterRangeSpecification `type:"structure"`
	// contains filtered or unexported fields
}

Defines the possible values for categorical, continous, and integer hyperparameters to be used by an algorithm.

func (ParameterRange) GoString added in v1.15.86 

func (s ParameterRange) GoString() string

GoString returns the string representation

func (*ParameterRange) SetCategoricalParameterRangeSpecification added in v1.15.86 

func (s *ParameterRange) SetCategoricalParameterRangeSpecification(v *CategoricalParameterRangeSpecification) *ParameterRange

SetCategoricalParameterRangeSpecification sets the CategoricalParameterRangeSpecification field's value.

func (*ParameterRange) SetContinuousParameterRangeSpecification added in v1.15.86 

func (s *ParameterRange) SetContinuousParameterRangeSpecification(v *ContinuousParameterRangeSpecification) *ParameterRange

SetContinuousParameterRangeSpecification sets the ContinuousParameterRangeSpecification field's value.

func (*ParameterRange) SetIntegerParameterRangeSpecification added in v1.15.86 

func (s *ParameterRange) SetIntegerParameterRangeSpecification(v *IntegerParameterRangeSpecification) *ParameterRange

SetIntegerParameterRangeSpecification sets the IntegerParameterRangeSpecification field's value.

func (ParameterRange) String added in v1.15.86 

func (s ParameterRange) String() string

String returns the string representation

func (*ParameterRange) Validate added in v1.15.86 

func (s *ParameterRange) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ParameterRanges added in v1.14.0 

type ParameterRanges struct {

	// The array of CategoricalParameterRange objects that specify ranges of categorical
	// hyperparameters that a hyperparameter tuning job searches.
	CategoricalParameterRanges []*CategoricalParameterRange `type:"list"`

	// The array of ContinuousParameterRange objects that specify ranges of continuous
	// hyperparameters that a hyperparameter tuning job searches.
	ContinuousParameterRanges []*ContinuousParameterRange `type:"list"`

	// The array of IntegerParameterRange objects that specify ranges of integer
	// hyperparameters that a hyperparameter tuning job searches.
	IntegerParameterRanges []*IntegerParameterRange `type:"list"`
	// contains filtered or unexported fields
}

Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches. The hyperparameter tuning job launches training jobs with hyperparameter values within these ranges to find the combination of values that result in the training job with the best performance as measured by the objective metric of the hyperparameter tuning job.

You can specify a maximum of 20 hyperparameters that a hyperparameter tuning job can search over. Every possible value of a categorical parameter range counts against this limit.

func (ParameterRanges) GoString added in v1.14.0 

func (s ParameterRanges) GoString() string

GoString returns the string representation

func (*ParameterRanges) SetCategoricalParameterRanges added in v1.14.0 

func (s *ParameterRanges) SetCategoricalParameterRanges(v []*CategoricalParameterRange) *ParameterRanges

SetCategoricalParameterRanges sets the CategoricalParameterRanges field's value.

func (*ParameterRanges) SetContinuousParameterRanges added in v1.14.0 

func (s *ParameterRanges) SetContinuousParameterRanges(v []*ContinuousParameterRange) *ParameterRanges

SetContinuousParameterRanges sets the ContinuousParameterRanges field's value.

func (*ParameterRanges) SetIntegerParameterRanges added in v1.14.0 

func (s *ParameterRanges) SetIntegerParameterRanges(v []*IntegerParameterRange) *ParameterRanges

SetIntegerParameterRanges sets the IntegerParameterRanges field's value.

func (ParameterRanges) String added in v1.14.0 

func (s ParameterRanges) String() string

String returns the string representation

func (*ParameterRanges) Validate added in v1.14.0 

func (s *ParameterRanges) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ParentHyperParameterTuningJob added in v1.15.76 

type ParentHyperParameterTuningJob struct {

	// The name of the hyperparameter tuning job to be used as a starting point
	// for a new hyperparameter tuning job.
	HyperParameterTuningJobName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

A previously completed or stopped hyperparameter tuning job to be used as a starting point for a new hyperparameter tuning job.

func (ParentHyperParameterTuningJob) GoString added in v1.15.76 

func (s ParentHyperParameterTuningJob) GoString() string

GoString returns the string representation

func (*ParentHyperParameterTuningJob) SetHyperParameterTuningJobName added in v1.15.76 

func (s *ParentHyperParameterTuningJob) SetHyperParameterTuningJobName(v string) *ParentHyperParameterTuningJob

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (ParentHyperParameterTuningJob) String added in v1.15.76 

func (s ParentHyperParameterTuningJob) String() string

String returns the string representation

func (*ParentHyperParameterTuningJob) Validate added in v1.15.76 

func (s *ParentHyperParameterTuningJob) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ProductionVariant 

type ProductionVariant struct {

	// The size of the Elastic Inference (EI) instance to use for the production
	// variant. EI instances provide on-demand GPU computing for inference. For
	// more information, see Using Elastic Inference in Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	// For more information, see Using Elastic Inference in Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorType *string `type:"string" enum:"ProductionVariantAcceleratorType"`

	// Number of instances to launch initially.
	//
	// InitialInstanceCount is a required field
	InitialInstanceCount *int64 `min:"1" type:"integer" required:"true"`

	// Determines initial traffic distribution among all of the models that you
	// specify in the endpoint configuration. The traffic to a production variant
	// is determined by the ratio of the VariantWeight to the sum of all VariantWeight
	// values across all ProductionVariants. If unspecified, it defaults to 1.0.
	InitialVariantWeight *float64 `type:"float"`

	// The ML compute instance type.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"ProductionVariantInstanceType"`

	// The name of the model that you want to host. This is the name that you specified
	// when creating the model.
	//
	// ModelName is a required field
	ModelName *string `type:"string" required:"true"`

	// The name of the production variant.
	//
	// VariantName is a required field
	VariantName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Identifies a model that you want to host and the resources to deploy for hosting it. If you are deploying multiple models, tell Amazon SageMaker how to distribute traffic among the models by specifying variant weights.

func (ProductionVariant) GoString 

func (s ProductionVariant) GoString() string

GoString returns the string representation

func (*ProductionVariant) SetAcceleratorType added in v1.15.86 

func (s *ProductionVariant) SetAcceleratorType(v string) *ProductionVariant

SetAcceleratorType sets the AcceleratorType field's value.

func (*ProductionVariant) SetInitialInstanceCount 

func (s *ProductionVariant) SetInitialInstanceCount(v int64) *ProductionVariant

SetInitialInstanceCount sets the InitialInstanceCount field's value.

func (*ProductionVariant) SetInitialVariantWeight 

func (s *ProductionVariant) SetInitialVariantWeight(v float64) *ProductionVariant

SetInitialVariantWeight sets the InitialVariantWeight field's value.

func (*ProductionVariant) SetInstanceType 

func (s *ProductionVariant) SetInstanceType(v string) *ProductionVariant

SetInstanceType sets the InstanceType field's value.

func (*ProductionVariant) SetModelName 

func (s *ProductionVariant) SetModelName(v string) *ProductionVariant

SetModelName sets the ModelName field's value.

func (*ProductionVariant) SetVariantName 

func (s *ProductionVariant) SetVariantName(v string) *ProductionVariant

SetVariantName sets the VariantName field's value.

func (ProductionVariant) String 

func (s ProductionVariant) String() string

String returns the string representation

func (*ProductionVariant) Validate 

func (s *ProductionVariant) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ProductionVariantSummary 

type ProductionVariantSummary struct {

	// The number of instances associated with the variant.
	CurrentInstanceCount *int64 `min:"1" type:"integer"`

	// The weight associated with the variant.
	CurrentWeight *float64 `type:"float"`

	// An array of DeployedImage objects that specify the Amazon EC2 Container Registry
	// paths of the inference images deployed on instances of this ProductionVariant.
	DeployedImages []*DeployedImage `type:"list"`

	// The number of instances requested in the UpdateEndpointWeightsAndCapacities
	// request.
	DesiredInstanceCount *int64 `min:"1" type:"integer"`

	// The requested weight, as specified in the UpdateEndpointWeightsAndCapacities
	// request.
	DesiredWeight *float64 `type:"float"`

	// The name of the variant.
	//
	// VariantName is a required field
	VariantName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes weight and capacities for a production variant associated with an endpoint. If you sent a request to the UpdateEndpointWeightsAndCapacities API and the endpoint status is Updating, you get different desired and current values.

func (ProductionVariantSummary) GoString 

func (s ProductionVariantSummary) GoString() string

GoString returns the string representation

func (*ProductionVariantSummary) SetCurrentInstanceCount 

func (s *ProductionVariantSummary) SetCurrentInstanceCount(v int64) *ProductionVariantSummary

SetCurrentInstanceCount sets the CurrentInstanceCount field's value.

func (*ProductionVariantSummary) SetCurrentWeight 

func (s *ProductionVariantSummary) SetCurrentWeight(v float64) *ProductionVariantSummary

SetCurrentWeight sets the CurrentWeight field's value.

func (*ProductionVariantSummary) SetDeployedImages added in v1.14.20 

func (s *ProductionVariantSummary) SetDeployedImages(v []*DeployedImage) *ProductionVariantSummary

SetDeployedImages sets the DeployedImages field's value.

func (*ProductionVariantSummary) SetDesiredInstanceCount 

func (s *ProductionVariantSummary) SetDesiredInstanceCount(v int64) *ProductionVariantSummary

SetDesiredInstanceCount sets the DesiredInstanceCount field's value.

func (*ProductionVariantSummary) SetDesiredWeight 

func (s *ProductionVariantSummary) SetDesiredWeight(v float64) *ProductionVariantSummary

SetDesiredWeight sets the DesiredWeight field's value.

func (*ProductionVariantSummary) SetVariantName 

func (s *ProductionVariantSummary) SetVariantName(v string) *ProductionVariantSummary

SetVariantName sets the VariantName field's value.

func (ProductionVariantSummary) String 

func (s ProductionVariantSummary) String() string

String returns the string representation

type PropertyNameQuery added in v1.15.86 

type PropertyNameQuery struct {

	// The hyperparameter, metric, and tag key property names that begin with the
	// specified hint.
	//
	// PropertyNameHint is a required field
	PropertyNameHint *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

A suggestion query for retrieving property names.

func (PropertyNameQuery) GoString added in v1.15.86 

func (s PropertyNameQuery) GoString() string

GoString returns the string representation

func (*PropertyNameQuery) SetPropertyNameHint added in v1.15.86 

func (s *PropertyNameQuery) SetPropertyNameHint(v string) *PropertyNameQuery

SetPropertyNameHint sets the PropertyNameHint field's value.

func (PropertyNameQuery) String added in v1.15.86 

func (s PropertyNameQuery) String() string

String returns the string representation

func (*PropertyNameQuery) Validate added in v1.15.86 

func (s *PropertyNameQuery) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type PropertyNameSuggestion added in v1.15.86 

type PropertyNameSuggestion struct {

	// A suggested property name.
	PropertyName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

A property name returned from a GetSearchSuggestions call that specifies a value in the PropertyNameQuery field.

func (PropertyNameSuggestion) GoString added in v1.15.86 

func (s PropertyNameSuggestion) GoString() string

GoString returns the string representation

func (*PropertyNameSuggestion) SetPropertyName added in v1.15.86 

func (s *PropertyNameSuggestion) SetPropertyName(v string) *PropertyNameSuggestion

SetPropertyName sets the PropertyName field's value.

func (PropertyNameSuggestion) String added in v1.15.86 

func (s PropertyNameSuggestion) String() string

String returns the string representation

type PublicWorkforceTaskPrice added in v1.15.86 

type PublicWorkforceTaskPrice struct {

	// Defines the amount of money paid to a worker in United States dollars.
	AmountInUsd *USD `type:"structure"`
	// contains filtered or unexported fields
}

Defines the amount of money paid to an Amazon Mechanical Turk worker for each task performed. For more information, see Public Workforce Task Price (http://docs.aws.amazon.com/sagemaker/latest/dg/sms-public-payment.html).

func (PublicWorkforceTaskPrice) GoString added in v1.15.86 

func (s PublicWorkforceTaskPrice) GoString() string

GoString returns the string representation

func (*PublicWorkforceTaskPrice) SetAmountInUsd added in v1.15.86 

func (s *PublicWorkforceTaskPrice) SetAmountInUsd(v *USD) *PublicWorkforceTaskPrice

SetAmountInUsd sets the AmountInUsd field's value.

func (PublicWorkforceTaskPrice) String added in v1.15.86 

func (s PublicWorkforceTaskPrice) String() string

String returns the string representation

type RenderUiTemplateInput added in v1.15.86 

type RenderUiTemplateInput struct {

	// The Amazon Resource Name (ARN) that has access to the S3 objects that are
	// used by the template.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// A RenderableTask object containing a representative task to render.
	//
	// Task is a required field
	Task *RenderableTask `type:"structure" required:"true"`

	// A Tempateobject containing the worker UI template to render.
	//
	// UiTemplate is a required field
	UiTemplate *UiTemplate `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (RenderUiTemplateInput) GoString added in v1.15.86 

func (s RenderUiTemplateInput) GoString() string

GoString returns the string representation

func (*RenderUiTemplateInput) SetRoleArn added in v1.15.86 

func (s *RenderUiTemplateInput) SetRoleArn(v string) *RenderUiTemplateInput

SetRoleArn sets the RoleArn field's value.

func (*RenderUiTemplateInput) SetTask added in v1.15.86 

func (s *RenderUiTemplateInput) SetTask(v *RenderableTask) *RenderUiTemplateInput

SetTask sets the Task field's value.

func (*RenderUiTemplateInput) SetUiTemplate added in v1.15.86 

func (s *RenderUiTemplateInput) SetUiTemplate(v *UiTemplate) *RenderUiTemplateInput

SetUiTemplate sets the UiTemplate field's value.

func (RenderUiTemplateInput) String added in v1.15.86 

func (s RenderUiTemplateInput) String() string

String returns the string representation

func (*RenderUiTemplateInput) Validate added in v1.15.86 

func (s *RenderUiTemplateInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type RenderUiTemplateOutput added in v1.15.86 

type RenderUiTemplateOutput struct {

	// A list of one or more RenderingError objects if any were encountered while
	// rendering the template. If there were no errors, the list is empty.
	//
	// Errors is a required field
	Errors []*RenderingError `type:"list" required:"true"`

	// A Liquid template that renders the HTML for the worker UI.
	//
	// RenderedContent is a required field
	RenderedContent *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (RenderUiTemplateOutput) GoString added in v1.15.86 

func (s RenderUiTemplateOutput) GoString() string

GoString returns the string representation

func (*RenderUiTemplateOutput) SetErrors added in v1.15.86 

func (s *RenderUiTemplateOutput) SetErrors(v []*RenderingError) *RenderUiTemplateOutput

SetErrors sets the Errors field's value.

func (*RenderUiTemplateOutput) SetRenderedContent added in v1.15.86 

func (s *RenderUiTemplateOutput) SetRenderedContent(v string) *RenderUiTemplateOutput

SetRenderedContent sets the RenderedContent field's value.

func (RenderUiTemplateOutput) String added in v1.15.86 

func (s RenderUiTemplateOutput) String() string

String returns the string representation

type RenderableTask added in v1.15.86 

type RenderableTask struct {

	// A JSON object that contains values for the variables defined in the template.
	// It is made available to the template under the substitution variable task.input.
	// For example, if you define a variable task.input.text in your template, you
	// can supply the variable in the JSON object as "text": "sample text".
	//
	// Input is a required field
	Input *string `min:"2" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Contains input values for a task.

func (RenderableTask) GoString added in v1.15.86 

func (s RenderableTask) GoString() string

GoString returns the string representation

func (*RenderableTask) SetInput added in v1.15.86 

func (s *RenderableTask) SetInput(v string) *RenderableTask

SetInput sets the Input field's value.

func (RenderableTask) String added in v1.15.86 

func (s RenderableTask) String() string

String returns the string representation

func (*RenderableTask) Validate added in v1.15.86 

func (s *RenderableTask) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type RenderingError added in v1.15.86 

type RenderingError struct {

	// A unique identifier for a specific class of errors.
	//
	// Code is a required field
	Code *string `type:"string" required:"true"`

	// A human-readable message describing the error.
	//
	// Message is a required field
	Message *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

A description of an error that occurred while rendering the template.

func (RenderingError) GoString added in v1.15.86 

func (s RenderingError) GoString() string

GoString returns the string representation

func (*RenderingError) SetCode added in v1.15.86 

func (s *RenderingError) SetCode(v string) *RenderingError

SetCode sets the Code field's value.

func (*RenderingError) SetMessage added in v1.15.86 

func (s *RenderingError) SetMessage(v string) *RenderingError

SetMessage sets the Message field's value.

func (RenderingError) String added in v1.15.86 

func (s RenderingError) String() string

String returns the string representation

type ResourceConfig 

type ResourceConfig struct {

	// The number of ML compute instances to use. For distributed training, provide
	// a value greater than 1.
	//
	// InstanceCount is a required field
	InstanceCount *int64 `min:"1" type:"integer" required:"true"`

	// The ML compute instance type.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"TrainingInstanceType"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt data on the storage volume attached to the ML compute instance(s)
	// that run the training job. The VolumeKmsKeyId can be any of the following
	// formats:
	//
	//    * // KMS Key ID
	//
	// "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * // Amazon Resource Name (ARN) of a KMS Key
	//
	// "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`

	// The size of the ML storage volume that you want to provision.
	//
	// ML storage volumes store model artifacts and incremental states. Training
	// algorithms might also use the ML storage volume for scratch space. If you
	// want to store the training data in the ML storage volume, choose File as
	// the TrainingInputMode in the algorithm specification.
	//
	// You must specify sufficient ML storage for your scenario.
	//
	// Amazon SageMaker supports only the General Purpose SSD (gp2) ML storage volume
	// type.
	//
	// VolumeSizeInGB is a required field
	VolumeSizeInGB *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

Describes the resources, including ML compute instances and ML storage volumes, to use for model training.

func (ResourceConfig) GoString 

func (s ResourceConfig) GoString() string

GoString returns the string representation

func (*ResourceConfig) SetInstanceCount 

func (s *ResourceConfig) SetInstanceCount(v int64) *ResourceConfig

SetInstanceCount sets the InstanceCount field's value.

func (*ResourceConfig) SetInstanceType 

func (s *ResourceConfig) SetInstanceType(v string) *ResourceConfig

SetInstanceType sets the InstanceType field's value.

func (*ResourceConfig) SetVolumeKmsKeyId added in v1.12.65 

func (s *ResourceConfig) SetVolumeKmsKeyId(v string) *ResourceConfig

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (*ResourceConfig) SetVolumeSizeInGB 

func (s *ResourceConfig) SetVolumeSizeInGB(v int64) *ResourceConfig

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (ResourceConfig) String 

func (s ResourceConfig) String() string

String returns the string representation

func (*ResourceConfig) Validate 

func (s *ResourceConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type ResourceLimits added in v1.14.0 

type ResourceLimits struct {

	// The maximum number of training jobs that a hyperparameter tuning job can
	// launch.
	//
	// MaxNumberOfTrainingJobs is a required field
	MaxNumberOfTrainingJobs *int64 `min:"1" type:"integer" required:"true"`

	// The maximum number of concurrent training jobs that a hyperparameter tuning
	// job can launch.
	//
	// MaxParallelTrainingJobs is a required field
	MaxParallelTrainingJobs *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

Specifies the maximum number of training jobs and parallel training jobs that a hyperparameter tuning job can launch.

func (ResourceLimits) GoString added in v1.14.0 

func (s ResourceLimits) GoString() string

GoString returns the string representation

func (*ResourceLimits) SetMaxNumberOfTrainingJobs added in v1.14.0 

func (s *ResourceLimits) SetMaxNumberOfTrainingJobs(v int64) *ResourceLimits

SetMaxNumberOfTrainingJobs sets the MaxNumberOfTrainingJobs field's value.

func (*ResourceLimits) SetMaxParallelTrainingJobs added in v1.14.0 

func (s *ResourceLimits) SetMaxParallelTrainingJobs(v int64) *ResourceLimits

SetMaxParallelTrainingJobs sets the MaxParallelTrainingJobs field's value.

func (ResourceLimits) String added in v1.14.0 

func (s ResourceLimits) String() string

String returns the string representation

func (*ResourceLimits) Validate added in v1.14.0 

func (s *ResourceLimits) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type S3DataSource 

type S3DataSource struct {

	// A list of one or more attribute names to use that are found in a specified
	// augmented manifest file.
	AttributeNames []*string `type:"list"`

	// If you want Amazon SageMaker to replicate the entire dataset on each ML compute
	// instance that is launched for model training, specify FullyReplicated.
	//
	// If you want Amazon SageMaker to replicate a subset of data on each ML compute
	// instance that is launched for model training, specify ShardedByS3Key. If
	// there are n ML compute instances launched for a training job, each instance
	// gets approximately 1/n of the number of S3 objects. In this case, model training
	// on each machine uses only the subset of training data.
	//
	// Don't choose more ML compute instances for training than available S3 objects.
	// If you do, some nodes won't get any data and you will pay for nodes that
	// aren't getting any training data. This applies in both File and Pipemodes.
	// Keep this in mind when developing algorithms.
	//
	// In distributed training, where you use multiple ML compute EC2 instances,
	// you might choose ShardedByS3Key. If the algorithm requires copying training
	// data to the ML storage volume (when TrainingInputMode is set to File), this
	// copies 1/n of the number of objects.
	S3DataDistributionType *string `type:"string" enum:"S3DataDistribution"`

	// If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker
	// uses all objects that match the specified key name prefix for model training.
	//
	// If you choose ManifestFile, S3Uri identifies an object that is a manifest
	// file containing a list of object keys that you want Amazon SageMaker to use
	// for model training.
	//
	// If you choose AugmentedManifestFile, S3Uri identifies an object that is an
	// augmented manifest file in JSON lines format. This file contains the data
	// you want to use for model training. AugmentedManifestFile can only be used
	// if the Channel's input mode is Pipe.
	//
	// S3DataType is a required field
	S3DataType *string `type:"string" required:"true" enum:"S3DataType"`

	// Depending on the value specified for the S3DataType, identifies either a
	// key name prefix or a manifest. For example:
	//
	//    *  A key name prefix might look like this: s3://bucketname/exampleprefix.
	//
	//
	//    *  A manifest might look like this: s3://bucketname/example.manifest
	//
	//  The manifest is an S3 object which is a JSON file with the following format:
	//
	//
	// [
	//
	//  {"prefix": "s3://customer_bucket/some/prefix/"},
	//
	//  "relative/path/to/custdata-1",
	//
	//  "relative/path/custdata-2",
	//
	//  ...
	//
	//  ]
	//
	//  The preceding JSON matches the following s3Uris:
	//
	// s3://customer_bucket/some/prefix/relative/path/to/custdata-1
	//
	// s3://customer_bucket/some/prefix/relative/path/custdata-1
	//
	// ...
	//
	// The complete set of s3uris in this manifest is the input data for the channel
	//    for this datasource. The object that each s3uris points to must be readable
	//    by the IAM role that Amazon SageMaker uses to perform tasks on your behalf.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes the S3 data source.

func (S3DataSource) GoString 

func (s S3DataSource) GoString() string

GoString returns the string representation

func (*S3DataSource) SetAttributeNames added in v1.15.86 

func (s *S3DataSource) SetAttributeNames(v []*string) *S3DataSource

SetAttributeNames sets the AttributeNames field's value.

func (*S3DataSource) SetS3DataDistributionType 

func (s *S3DataSource) SetS3DataDistributionType(v string) *S3DataSource

SetS3DataDistributionType sets the S3DataDistributionType field's value.

func (*S3DataSource) SetS3DataType 

func (s *S3DataSource) SetS3DataType(v string) *S3DataSource

SetS3DataType sets the S3DataType field's value.

func (*S3DataSource) SetS3Uri 

func (s *S3DataSource) SetS3Uri(v string) *S3DataSource

SetS3Uri sets the S3Uri field's value.

func (S3DataSource) String 

func (s S3DataSource) String() string

String returns the string representation

func (*S3DataSource) Validate 

func (s *S3DataSource) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type SageMaker 

type SageMaker struct {
	*client.Client
}

SageMaker provides the API operation methods for making requests to Amazon SageMaker Service. See this package's package overview docs for details on the service.

SageMaker methods are safe to use concurrently. It is not safe to modify mutate any of the struct's properties though.

func New 

func New(p client.ConfigProvider, cfgs ...*aws.Config) *SageMaker

New creates a new instance of the SageMaker client with a session. If additional configuration is needed for the client instance use the optional aws.Config parameter to add your extra config.

Example: 

// Create a SageMaker client from just a session.
svc := sagemaker.New(mySession)

// Create a SageMaker client with additional configuration
svc := sagemaker.New(mySession, aws.NewConfig().WithRegion("us-west-2"))

func (*SageMaker) AddTags 

func (c *SageMaker) AddTags(input *AddTagsInput) (*AddTagsOutput, error)

AddTags API operation for Amazon SageMaker Service.

Adds or overwrites one or more tags for the specified Amazon SageMaker resource. You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, models, endpoint configurations, and endpoints.

Each tag consists of a key and an optional value. Tag keys must be unique per resource. For more information about tags, see For more information, see AWS Tagging Strategies (https://aws.amazon.com/answers/account-management/aws-tagging-strategies/).

Tags that you add to a hyperparameter tuning job by calling this API are also added to any training jobs that the hyperparameter tuning job launches after you call this API, but not to training jobs that the hyperparameter tuning job launched before you called this API. To make sure that the tags associated with a hyperparameter tuning job are also added to all training jobs that the hyperparameter tuning job launches, add the tags when you first create the tuning job by specifying them in the Tags parameter of CreateHyperParameterTuningJob

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation AddTags for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/AddTags

func (*SageMaker) AddTagsRequest 

func (c *SageMaker) AddTagsRequest(input *AddTagsInput) (req *request.Request, output *AddTagsOutput)

AddTagsRequest generates a "aws/request.Request" representing the client's request for the AddTags operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See AddTags for more information on using the AddTags API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the AddTagsRequest method.
req, resp := client.AddTagsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/AddTags

func (*SageMaker) AddTagsWithContext 

func (c *SageMaker) AddTagsWithContext(ctx aws.Context, input *AddTagsInput, opts ...request.Option) (*AddTagsOutput, error)

AddTagsWithContext is the same as AddTags with the addition of the ability to pass a context and additional request options.

See AddTags for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateAlgorithm added in v1.15.86 

func (c *SageMaker) CreateAlgorithm(input *CreateAlgorithmInput) (*CreateAlgorithmOutput, error)

CreateAlgorithm API operation for Amazon SageMaker Service.

Create a machine learning algorithm that you can use in Amazon SageMaker and list in the AWS Marketplace.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateAlgorithm for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateAlgorithm

func (*SageMaker) CreateAlgorithmRequest added in v1.15.86 

func (c *SageMaker) CreateAlgorithmRequest(input *CreateAlgorithmInput) (req *request.Request, output *CreateAlgorithmOutput)

CreateAlgorithmRequest generates a "aws/request.Request" representing the client's request for the CreateAlgorithm operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateAlgorithm for more information on using the CreateAlgorithm API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateAlgorithmRequest method.
req, resp := client.CreateAlgorithmRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateAlgorithm

func (*SageMaker) CreateAlgorithmWithContext added in v1.15.86 

func (c *SageMaker) CreateAlgorithmWithContext(ctx aws.Context, input *CreateAlgorithmInput, opts ...request.Option) (*CreateAlgorithmOutput, error)

CreateAlgorithmWithContext is the same as CreateAlgorithm with the addition of the ability to pass a context and additional request options.

See CreateAlgorithm for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateCodeRepository added in v1.15.86 

func (c *SageMaker) CreateCodeRepository(input *CreateCodeRepositoryInput) (*CreateCodeRepositoryOutput, error)

CreateCodeRepository API operation for Amazon SageMaker Service.

Create a git repository as a resource in your Amazon SageMaker account. You can associate the repository with notebook instances so that you can use git source control for the notebooks you create. The git repository is a resource in your Amazon SageMaker account, so it can be associated with more than one notebook instance, and it persists independently from the lifecycle of any notebook instances it is associated with.

The repository can be hosted either in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or in any other git repository.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateCodeRepository for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCodeRepository

func (*SageMaker) CreateCodeRepositoryRequest added in v1.15.86 

func (c *SageMaker) CreateCodeRepositoryRequest(input *CreateCodeRepositoryInput) (req *request.Request, output *CreateCodeRepositoryOutput)

CreateCodeRepositoryRequest generates a "aws/request.Request" representing the client's request for the CreateCodeRepository operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateCodeRepository for more information on using the CreateCodeRepository API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateCodeRepositoryRequest method.
req, resp := client.CreateCodeRepositoryRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCodeRepository

func (*SageMaker) CreateCodeRepositoryWithContext added in v1.15.86 

func (c *SageMaker) CreateCodeRepositoryWithContext(ctx aws.Context, input *CreateCodeRepositoryInput, opts ...request.Option) (*CreateCodeRepositoryOutput, error)

CreateCodeRepositoryWithContext is the same as CreateCodeRepository with the addition of the ability to pass a context and additional request options.

See CreateCodeRepository for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateCompilationJob added in v1.15.86 

func (c *SageMaker) CreateCompilationJob(input *CreateCompilationJobInput) (*CreateCompilationJobOutput, error)

CreateCompilationJob API operation for Amazon SageMaker Service.

Starts a model compilation job. After the model has been compiled, Amazon SageMaker saves the resulting model artifacts to an Amazon Simple Storage Service (Amazon S3) bucket that you specify.

If you choose to host your model using Amazon SageMaker hosting services, you can use the resulting model artifacts as part of the model. You can also use the artifacts with AWS IoT Greengrass. In that case, deploy them as an ML resource.

In the request body, you provide the following:

  • A name for the compilation job

  • Information about the input model artifacts

  • The output location for the compiled model and the device (target) that the model runs on

  • The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker assumes to perform the model compilation job

You can also provide a Tag to track the model compilation job's resource use and costs. The response body contains the CompilationJobArn for the compiled job.

To stop a model compilation job, use StopCompilationJob. To get information about a particular model compilation job, use DescribeCompilationJob. To get information about multiple model compilation jobs, use ListCompilationJobs.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateCompilationJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceInUse "ResourceInUse" Resource being accessed is in use.

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob

func (*SageMaker) CreateCompilationJobRequest added in v1.15.86 

func (c *SageMaker) CreateCompilationJobRequest(input *CreateCompilationJobInput) (req *request.Request, output *CreateCompilationJobOutput)

CreateCompilationJobRequest generates a "aws/request.Request" representing the client's request for the CreateCompilationJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateCompilationJob for more information on using the CreateCompilationJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateCompilationJobRequest method.
req, resp := client.CreateCompilationJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateCompilationJob

func (*SageMaker) CreateCompilationJobWithContext added in v1.15.86 

func (c *SageMaker) CreateCompilationJobWithContext(ctx aws.Context, input *CreateCompilationJobInput, opts ...request.Option) (*CreateCompilationJobOutput, error)

CreateCompilationJobWithContext is the same as CreateCompilationJob with the addition of the ability to pass a context and additional request options.

See CreateCompilationJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateEndpoint 

func (c *SageMaker) CreateEndpoint(input *CreateEndpointInput) (*CreateEndpointOutput, error)

CreateEndpoint API operation for Amazon SageMaker Service.

Creates an endpoint using the endpoint configuration specified in the request. Amazon SageMaker uses the endpoint to provision resources and deploy models. You create the endpoint configuration with the CreateEndpointConfig (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpointConfig.html) API.

Use this API only for hosting models using Amazon SageMaker hosting services.

The endpoint name must be unique within an AWS Region in your AWS account.

When it receives the request, Amazon SageMaker creates the endpoint, launches the resources (ML compute instances), and deploys the model(s) on them.

When Amazon SageMaker receives the request, it sets the endpoint status to Creating. After it creates the endpoint, it sets the status to InService. Amazon SageMaker can then process incoming requests for inferences. To check the status of an endpoint, use the DescribeEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) API.

For an example, see Exercise 1: Using the K-Means Algorithm Provided by Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/ex1.html).

If any of the models hosted at this endpoint get model data from an Amazon S3 location, Amazon SageMaker uses AWS Security Token Service to download model artifacts from the S3 path you provided. AWS STS is activated in your IAM user account by default. If you previously deactivated AWS STS for a region, you need to reactivate AWS STS for that region. For more information, see Activating and Deactivating AWS STS i an AWS Region (http://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html) in the AWS Identity and Access Management User Guide.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateEndpoint for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint

func (*SageMaker) CreateEndpointConfig 

func (c *SageMaker) CreateEndpointConfig(input *CreateEndpointConfigInput) (*CreateEndpointConfigOutput, error)

CreateEndpointConfig API operation for Amazon SageMaker Service.

Creates an endpoint configuration that Amazon SageMaker hosting services uses to deploy models. In the configuration, you identify one or more models, created using the CreateModel API, to deploy and the resources that you want Amazon SageMaker to provision. Then you call the CreateEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateEndpoint.html) API.

Use this API only if you want to use Amazon SageMaker hosting services to deploy models into production.

In the request, you define one or more ProductionVariants, each of which identifies a model. Each ProductionVariant parameter also describes the resources that you want Amazon SageMaker to provision. This includes the number and type of ML compute instances to deploy.

If you are hosting multiple models, you also assign a VariantWeight to specify how much traffic you want to allocate to each model. For example, suppose that you want to host two models, A and B, and you assign traffic weight 2 for model A and 1 for model B. Amazon SageMaker distributes two-thirds of the traffic to Model A, and one-third to model B.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateEndpointConfig for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig

func (*SageMaker) CreateEndpointConfigRequest 

func (c *SageMaker) CreateEndpointConfigRequest(input *CreateEndpointConfigInput) (req *request.Request, output *CreateEndpointConfigOutput)

CreateEndpointConfigRequest generates a "aws/request.Request" representing the client's request for the CreateEndpointConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateEndpointConfig for more information on using the CreateEndpointConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateEndpointConfigRequest method.
req, resp := client.CreateEndpointConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpointConfig

func (*SageMaker) CreateEndpointConfigWithContext 

func (c *SageMaker) CreateEndpointConfigWithContext(ctx aws.Context, input *CreateEndpointConfigInput, opts ...request.Option) (*CreateEndpointConfigOutput, error)

CreateEndpointConfigWithContext is the same as CreateEndpointConfig with the addition of the ability to pass a context and additional request options.

See CreateEndpointConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateEndpointRequest 

func (c *SageMaker) CreateEndpointRequest(input *CreateEndpointInput) (req *request.Request, output *CreateEndpointOutput)

CreateEndpointRequest generates a "aws/request.Request" representing the client's request for the CreateEndpoint operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateEndpoint for more information on using the CreateEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateEndpointRequest method.
req, resp := client.CreateEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateEndpoint

func (*SageMaker) CreateEndpointWithContext 

func (c *SageMaker) CreateEndpointWithContext(ctx aws.Context, input *CreateEndpointInput, opts ...request.Option) (*CreateEndpointOutput, error)

CreateEndpointWithContext is the same as CreateEndpoint with the addition of the ability to pass a context and additional request options.

See CreateEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateHyperParameterTuningJob added in v1.14.0 

func (c *SageMaker) CreateHyperParameterTuningJob(input *CreateHyperParameterTuningJobInput) (*CreateHyperParameterTuningJobOutput, error)

CreateHyperParameterTuningJob API operation for Amazon SageMaker Service.

Starts a hyperparameter tuning job. A hyperparameter tuning job finds the best version of a model by running many training jobs on your dataset using the algorithm you choose and values for hyperparameters within ranges that you specify. It then chooses the hyperparameter values that result in a model that performs the best, as measured by an objective metric that you choose.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateHyperParameterTuningJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceInUse "ResourceInUse" Resource being accessed is in use.

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob

func (*SageMaker) CreateHyperParameterTuningJobRequest added in v1.14.0 

func (c *SageMaker) CreateHyperParameterTuningJobRequest(input *CreateHyperParameterTuningJobInput) (req *request.Request, output *CreateHyperParameterTuningJobOutput)

CreateHyperParameterTuningJobRequest generates a "aws/request.Request" representing the client's request for the CreateHyperParameterTuningJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateHyperParameterTuningJob for more information on using the CreateHyperParameterTuningJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateHyperParameterTuningJobRequest method.
req, resp := client.CreateHyperParameterTuningJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHyperParameterTuningJob

func (*SageMaker) CreateHyperParameterTuningJobWithContext added in v1.14.0 

func (c *SageMaker) CreateHyperParameterTuningJobWithContext(ctx aws.Context, input *CreateHyperParameterTuningJobInput, opts ...request.Option) (*CreateHyperParameterTuningJobOutput, error)

CreateHyperParameterTuningJobWithContext is the same as CreateHyperParameterTuningJob with the addition of the ability to pass a context and additional request options.

See CreateHyperParameterTuningJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateLabelingJob added in v1.15.86 

func (c *SageMaker) CreateLabelingJob(input *CreateLabelingJobInput) (*CreateLabelingJobOutput, error)

CreateLabelingJob API operation for Amazon SageMaker Service.

Creates a job that uses human workers to label the data objects in your input dataset. You can use the labeled data to train machine learning models

You can select your workforce from one of three providers:

  • A private workforce that you create. It can include employees, contractors, and outside experts. Use a private workforce when the data is highly confidential or a specific set of skills is required.

  • One or more vendors that you select from the Amazon Marketplace. Vendors provide expertise in specific areas. Vendors are selected by AWS and meet a minimum standard of data security requirements.

  • The Amazon Mechanical Turk workforce. This is the largest workforce, but it should only be used for public data or data that has been stripped of any personally identifiable information.

You can also use automated data labeling to reduce the number of data objects that need to be labeled by a human. Automated data labeling uses active learning to determine if a data object can be labeled by machine or if it needs to be sent to a human worker.

The data objects to be labeled are contained in an Amazon S3 bucket. You create a manifest file that describes the location of each object. For more information, see Using Input and Output Data (http://docs.aws.amazon.com/sagemaker/latest/dg/sms-data.html).

The output can be used as the manifest file for another labeling job or as training data for your machine learning models.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateLabelingJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceInUse "ResourceInUse" Resource being accessed is in use.

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateLabelingJob

func (*SageMaker) CreateLabelingJobRequest added in v1.15.86 

func (c *SageMaker) CreateLabelingJobRequest(input *CreateLabelingJobInput) (req *request.Request, output *CreateLabelingJobOutput)

CreateLabelingJobRequest generates a "aws/request.Request" representing the client's request for the CreateLabelingJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateLabelingJob for more information on using the CreateLabelingJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateLabelingJobRequest method.
req, resp := client.CreateLabelingJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateLabelingJob

func (*SageMaker) CreateLabelingJobWithContext added in v1.15.86 

func (c *SageMaker) CreateLabelingJobWithContext(ctx aws.Context, input *CreateLabelingJobInput, opts ...request.Option) (*CreateLabelingJobOutput, error)

CreateLabelingJobWithContext is the same as CreateLabelingJob with the addition of the ability to pass a context and additional request options.

See CreateLabelingJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateModel 

func (c *SageMaker) CreateModel(input *CreateModelInput) (*CreateModelOutput, error)

CreateModel API operation for Amazon SageMaker Service.

Creates a model in Amazon SageMaker. In the request, you name the model and describe a primary container. For the primary container, you specify the docker image containing inference code, artifacts (from prior training), and custom environment map that the inference code uses when you deploy the model for predictions.

Use this API to create a model if you want to use Amazon SageMaker hosting services or run a batch transform job.

To host your model, you create an endpoint configuration with the CreateEndpointConfig API, and then create an endpoint with the CreateEndpoint API. Amazon SageMaker then deploys all of the containers that you defined for the model in the hosting environment.

To run a batch transform using your model, you start a job with the CreateTransformJob API. Amazon SageMaker uses your model and your dataset to get inferences which are then saved to a specified S3 location.

In the CreateModel request, you must define a container with the PrimaryContainer parameter.

In the request, you also provide an IAM role that Amazon SageMaker can assume to access model artifacts and docker image for deployment on ML compute hosting instances or for batch transform jobs. In addition, you also use the IAM role to manage permissions the inference code needs. For example, if the inference code access any other AWS resources, you grant necessary permissions via this role.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateModel for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel

func (*SageMaker) CreateModelPackage added in v1.15.86 

func (c *SageMaker) CreateModelPackage(input *CreateModelPackageInput) (*CreateModelPackageOutput, error)

CreateModelPackage API operation for Amazon SageMaker Service.

Creates a model package that you can use to create Amazon SageMaker models or list on AWS Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon SageMaker.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateModelPackage for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModelPackage

func (*SageMaker) CreateModelPackageRequest added in v1.15.86 

func (c *SageMaker) CreateModelPackageRequest(input *CreateModelPackageInput) (req *request.Request, output *CreateModelPackageOutput)

CreateModelPackageRequest generates a "aws/request.Request" representing the client's request for the CreateModelPackage operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateModelPackage for more information on using the CreateModelPackage API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateModelPackageRequest method.
req, resp := client.CreateModelPackageRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModelPackage

func (*SageMaker) CreateModelPackageWithContext added in v1.15.86 

func (c *SageMaker) CreateModelPackageWithContext(ctx aws.Context, input *CreateModelPackageInput, opts ...request.Option) (*CreateModelPackageOutput, error)

CreateModelPackageWithContext is the same as CreateModelPackage with the addition of the ability to pass a context and additional request options.

See CreateModelPackage for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateModelRequest 

func (c *SageMaker) CreateModelRequest(input *CreateModelInput) (req *request.Request, output *CreateModelOutput)

CreateModelRequest generates a "aws/request.Request" representing the client's request for the CreateModel operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateModel for more information on using the CreateModel API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateModelRequest method.
req, resp := client.CreateModelRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateModel

func (*SageMaker) CreateModelWithContext 

func (c *SageMaker) CreateModelWithContext(ctx aws.Context, input *CreateModelInput, opts ...request.Option) (*CreateModelOutput, error)

CreateModelWithContext is the same as CreateModel with the addition of the ability to pass a context and additional request options.

See CreateModel for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateNotebookInstance 

func (c *SageMaker) CreateNotebookInstance(input *CreateNotebookInstanceInput) (*CreateNotebookInstanceOutput, error)

CreateNotebookInstance API operation for Amazon SageMaker Service.

Creates an Amazon SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.

In a CreateNotebookInstance request, specify the type of ML compute instance that you want to run. Amazon SageMaker launches the instance, installs common libraries that you can use to explore datasets for model training, and attaches an ML storage volume to the notebook instance.

Amazon SageMaker also provides a set of example notebooks. Each notebook demonstrates how to use Amazon SageMaker with a specific algorithm or with a machine learning framework.

After receiving the request, Amazon SageMaker does the following:

Creates a network interface in the Amazon SageMaker VPC.

(Option) If you specified SubnetId, Amazon SageMaker creates a network interface in your own VPC, which is inferred from the subnet ID that you provide in the input. When creating this network interface, Amazon SageMaker attaches the security group that you specified in the request to the network interface that it creates in your VPC.

Launches an EC2 instance of the type specified in the request in the Amazon SageMaker VPC. If you specified SubnetId of your VPC, Amazon SageMaker specifies both network interfaces when launching this instance. This enables inbound traffic from your own VPC to the notebook instance, assuming that the security groups allow it.

After creating the notebook instance, Amazon SageMaker returns its Amazon Resource Name (ARN).

After Amazon SageMaker creates the notebook instance, you can connect to the Jupyter server and work in Jupyter notebooks. For example, you can write code to explore a dataset that you can use for model training, train a model, host models by creating Amazon SageMaker endpoints, and validate hosted models.

For more information, see How It Works (http://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateNotebookInstance for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance

func (*SageMaker) CreateNotebookInstanceLifecycleConfig added in v1.13.15 

func (c *SageMaker) CreateNotebookInstanceLifecycleConfig(input *CreateNotebookInstanceLifecycleConfigInput) (*CreateNotebookInstanceLifecycleConfigOutput, error)

CreateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.

Creates a lifecycle configuration that you can associate with a notebook instance. A lifecycle configuration is a collection of shell scripts that run when you create or start a notebook instance.

Each lifecycle configuration script has a limit of 16384 characters.

The value of the $PATH environment variable that is available to both scripts is /sbin:bin:/usr/sbin:/usr/bin.

View CloudWatch Logs for notebook instance lifecycle configurations in log group /aws/sagemaker/NotebookInstances in log stream [notebook-instance-name]/[LifecycleConfigHook].

Lifecycle configuration scripts cannot run for longer than 5 minutes. If a script runs for longer than 5 minutes, it fails and the notebook instance is not created or started.

For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateNotebookInstanceLifecycleConfig for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig

func (*SageMaker) CreateNotebookInstanceLifecycleConfigRequest added in v1.13.15 

func (c *SageMaker) CreateNotebookInstanceLifecycleConfigRequest(input *CreateNotebookInstanceLifecycleConfigInput) (req *request.Request, output *CreateNotebookInstanceLifecycleConfigOutput)

CreateNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the client's request for the CreateNotebookInstanceLifecycleConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateNotebookInstanceLifecycleConfig for more information on using the CreateNotebookInstanceLifecycleConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateNotebookInstanceLifecycleConfigRequest method.
req, resp := client.CreateNotebookInstanceLifecycleConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstanceLifecycleConfig

func (*SageMaker) CreateNotebookInstanceLifecycleConfigWithContext added in v1.13.15 

func (c *SageMaker) CreateNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *CreateNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*CreateNotebookInstanceLifecycleConfigOutput, error)

CreateNotebookInstanceLifecycleConfigWithContext is the same as CreateNotebookInstanceLifecycleConfig with the addition of the ability to pass a context and additional request options.

See CreateNotebookInstanceLifecycleConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateNotebookInstanceRequest 

func (c *SageMaker) CreateNotebookInstanceRequest(input *CreateNotebookInstanceInput) (req *request.Request, output *CreateNotebookInstanceOutput)

CreateNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the CreateNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateNotebookInstance for more information on using the CreateNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateNotebookInstanceRequest method.
req, resp := client.CreateNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateNotebookInstance

func (*SageMaker) CreateNotebookInstanceWithContext 

func (c *SageMaker) CreateNotebookInstanceWithContext(ctx aws.Context, input *CreateNotebookInstanceInput, opts ...request.Option) (*CreateNotebookInstanceOutput, error)

CreateNotebookInstanceWithContext is the same as CreateNotebookInstance with the addition of the ability to pass a context and additional request options.

See CreateNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreatePresignedNotebookInstanceUrl 

func (c *SageMaker) CreatePresignedNotebookInstanceUrl(input *CreatePresignedNotebookInstanceUrlInput) (*CreatePresignedNotebookInstanceUrlOutput, error)

CreatePresignedNotebookInstanceUrl API operation for Amazon SageMaker Service.

Returns a URL that you can use to connect to the Jupyter server from a notebook instance. In the Amazon SageMaker console, when you choose Open next to a notebook instance, Amazon SageMaker opens a new tab showing the Jupyter server home page from the notebook instance. The console uses this API to get the URL and show the page.

You can restrict access to this API and to the URL that it returns to a list of IP addresses that you specify. To restrict access, attach an IAM policy that denies access to this API unless the call comes from an IP address in the specified list to every AWS Identity and Access Management user, group, or role used to access the notebook instance. Use the NotIpAddress condition operator and the aws:SourceIP condition context key to specify the list of IP addresses that you want to have access to the notebook instance. For more information, see Limit Access to a Notebook Instance by IP Address (http://docs.aws.amazon.com/https:/docs.aws.amazon.com/sagemaker/latest/dg/howitworks-access-ws.html#nbi-ip-filter).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreatePresignedNotebookInstanceUrl for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl

func (*SageMaker) CreatePresignedNotebookInstanceUrlRequest 

func (c *SageMaker) CreatePresignedNotebookInstanceUrlRequest(input *CreatePresignedNotebookInstanceUrlInput) (req *request.Request, output *CreatePresignedNotebookInstanceUrlOutput)

CreatePresignedNotebookInstanceUrlRequest generates a "aws/request.Request" representing the client's request for the CreatePresignedNotebookInstanceUrl operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreatePresignedNotebookInstanceUrl for more information on using the CreatePresignedNotebookInstanceUrl API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreatePresignedNotebookInstanceUrlRequest method.
req, resp := client.CreatePresignedNotebookInstanceUrlRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedNotebookInstanceUrl

func (*SageMaker) CreatePresignedNotebookInstanceUrlWithContext 

func (c *SageMaker) CreatePresignedNotebookInstanceUrlWithContext(ctx aws.Context, input *CreatePresignedNotebookInstanceUrlInput, opts ...request.Option) (*CreatePresignedNotebookInstanceUrlOutput, error)

CreatePresignedNotebookInstanceUrlWithContext is the same as CreatePresignedNotebookInstanceUrl with the addition of the ability to pass a context and additional request options.

See CreatePresignedNotebookInstanceUrl for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateTrainingJob 

func (c *SageMaker) CreateTrainingJob(input *CreateTrainingJobInput) (*CreateTrainingJobOutput, error)

CreateTrainingJob API operation for Amazon SageMaker Service.

Starts a model training job. After training completes, Amazon SageMaker saves the resulting model artifacts to an Amazon S3 location that you specify.

If you choose to host your model using Amazon SageMaker hosting services, you can use the resulting model artifacts as part of the model. You can also use the artifacts in a deep learning service other than Amazon SageMaker, provided that you know how to use them for inferences.

In the request body, you provide the following:

  • AlgorithmSpecification - Identifies the training algorithm to use.

  • HyperParameters - Specify these algorithm-specific parameters to influence the quality of the final model. For a list of hyperparameters for each training algorithm provided by Amazon SageMaker, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).

  • InputDataConfig - Describes the training dataset and the Amazon S3 location where it is stored.

  • OutputDataConfig - Identifies the Amazon S3 location where you want Amazon SageMaker to save the results of model training.

  • ResourceConfig - Identifies the resources, ML compute instances, and ML storage volumes to deploy for model training. In distributed training, you specify more than one instance.

  • RoleARN - The Amazon Resource Number (ARN) that Amazon SageMaker assumes to perform tasks on your behalf during model training. You must grant this role the necessary permissions so that Amazon SageMaker can successfully complete model training.

  • StoppingCondition - Sets a duration for training. Use this parameter to cap model training costs.

    For more information about Amazon SageMaker, see How It Works (http://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works.html)

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateTrainingJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceInUse "ResourceInUse" Resource being accessed is in use.

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob

func (*SageMaker) CreateTrainingJobRequest 

func (c *SageMaker) CreateTrainingJobRequest(input *CreateTrainingJobInput) (req *request.Request, output *CreateTrainingJobOutput)

CreateTrainingJobRequest generates a "aws/request.Request" representing the client's request for the CreateTrainingJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateTrainingJob for more information on using the CreateTrainingJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateTrainingJobRequest method.
req, resp := client.CreateTrainingJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTrainingJob

func (*SageMaker) CreateTrainingJobWithContext 

func (c *SageMaker) CreateTrainingJobWithContext(ctx aws.Context, input *CreateTrainingJobInput, opts ...request.Option) (*CreateTrainingJobOutput, error)

CreateTrainingJobWithContext is the same as CreateTrainingJob with the addition of the ability to pass a context and additional request options.

See CreateTrainingJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateTransformJob added in v1.14.28 

func (c *SageMaker) CreateTransformJob(input *CreateTransformJobInput) (*CreateTransformJobOutput, error)

CreateTransformJob API operation for Amazon SageMaker Service.

Starts a transform job. A transform job uses a trained model to get inferences on a dataset and saves these results to an Amazon S3 location that you specify.

To perform batch transformations, you create a transform job and use the data that you have readily available.

In the request body, you provide the following:

  • TransformJobName - Identifies the transform job. The name must be unique within an AWS Region in an AWS account.

  • ModelName - Identifies the model to use. ModelName must be the name of an existing Amazon SageMaker model in the same AWS Region and AWS account. For information on creating a model, see CreateModel.

  • TransformInput - Describes the dataset to be transformed and the Amazon S3 location where it is stored.

  • TransformOutput - Identifies the Amazon S3 location where you want Amazon SageMaker to save the results from the transform job.

  • TransformResources - Identifies the ML compute instances for the transform job.

For more information about how batch transformation works Amazon SageMaker, see How It Works (http://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateTransformJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceInUse "ResourceInUse" Resource being accessed is in use.

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob

func (*SageMaker) CreateTransformJobRequest added in v1.14.28 

func (c *SageMaker) CreateTransformJobRequest(input *CreateTransformJobInput) (req *request.Request, output *CreateTransformJobOutput)

CreateTransformJobRequest generates a "aws/request.Request" representing the client's request for the CreateTransformJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateTransformJob for more information on using the CreateTransformJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateTransformJobRequest method.
req, resp := client.CreateTransformJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateTransformJob

func (*SageMaker) CreateTransformJobWithContext added in v1.14.28 

func (c *SageMaker) CreateTransformJobWithContext(ctx aws.Context, input *CreateTransformJobInput, opts ...request.Option) (*CreateTransformJobOutput, error)

CreateTransformJobWithContext is the same as CreateTransformJob with the addition of the ability to pass a context and additional request options.

See CreateTransformJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) CreateWorkteam added in v1.15.86 

func (c *SageMaker) CreateWorkteam(input *CreateWorkteamInput) (*CreateWorkteamOutput, error)

CreateWorkteam API operation for Amazon SageMaker Service.

Creates a new work team for labeling your data. A work team is defined by one or more Amazon Cognito user pools. You must first create the user pools before you can create a work team.

You cannot create more than 25 work teams in an account and region.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation CreateWorkteam for usage and error information.

Returned Error Codes:

  • ErrCodeResourceInUse "ResourceInUse" Resource being accessed is in use.

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkteam

func (*SageMaker) CreateWorkteamRequest added in v1.15.86 

func (c *SageMaker) CreateWorkteamRequest(input *CreateWorkteamInput) (req *request.Request, output *CreateWorkteamOutput)

CreateWorkteamRequest generates a "aws/request.Request" representing the client's request for the CreateWorkteam operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See CreateWorkteam for more information on using the CreateWorkteam API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the CreateWorkteamRequest method.
req, resp := client.CreateWorkteamRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkteam

func (*SageMaker) CreateWorkteamWithContext added in v1.15.86 

func (c *SageMaker) CreateWorkteamWithContext(ctx aws.Context, input *CreateWorkteamInput, opts ...request.Option) (*CreateWorkteamOutput, error)

CreateWorkteamWithContext is the same as CreateWorkteam with the addition of the ability to pass a context and additional request options.

See CreateWorkteam for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteAlgorithm added in v1.15.86 

func (c *SageMaker) DeleteAlgorithm(input *DeleteAlgorithmInput) (*DeleteAlgorithmOutput, error)

DeleteAlgorithm API operation for Amazon SageMaker Service.

Removes the specified algorithm from your account.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteAlgorithm for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteAlgorithm

func (*SageMaker) DeleteAlgorithmRequest added in v1.15.86 

func (c *SageMaker) DeleteAlgorithmRequest(input *DeleteAlgorithmInput) (req *request.Request, output *DeleteAlgorithmOutput)

DeleteAlgorithmRequest generates a "aws/request.Request" representing the client's request for the DeleteAlgorithm operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteAlgorithm for more information on using the DeleteAlgorithm API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteAlgorithmRequest method.
req, resp := client.DeleteAlgorithmRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteAlgorithm

func (*SageMaker) DeleteAlgorithmWithContext added in v1.15.86 

func (c *SageMaker) DeleteAlgorithmWithContext(ctx aws.Context, input *DeleteAlgorithmInput, opts ...request.Option) (*DeleteAlgorithmOutput, error)

DeleteAlgorithmWithContext is the same as DeleteAlgorithm with the addition of the ability to pass a context and additional request options.

See DeleteAlgorithm for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteCodeRepository added in v1.15.86 

func (c *SageMaker) DeleteCodeRepository(input *DeleteCodeRepositoryInput) (*DeleteCodeRepositoryOutput, error)

DeleteCodeRepository API operation for Amazon SageMaker Service.

Deletes the specified git repository from your account.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteCodeRepository for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteCodeRepository

func (*SageMaker) DeleteCodeRepositoryRequest added in v1.15.86 

func (c *SageMaker) DeleteCodeRepositoryRequest(input *DeleteCodeRepositoryInput) (req *request.Request, output *DeleteCodeRepositoryOutput)

DeleteCodeRepositoryRequest generates a "aws/request.Request" representing the client's request for the DeleteCodeRepository operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteCodeRepository for more information on using the DeleteCodeRepository API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteCodeRepositoryRequest method.
req, resp := client.DeleteCodeRepositoryRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteCodeRepository

func (*SageMaker) DeleteCodeRepositoryWithContext added in v1.15.86 

func (c *SageMaker) DeleteCodeRepositoryWithContext(ctx aws.Context, input *DeleteCodeRepositoryInput, opts ...request.Option) (*DeleteCodeRepositoryOutput, error)

DeleteCodeRepositoryWithContext is the same as DeleteCodeRepository with the addition of the ability to pass a context and additional request options.

See DeleteCodeRepository for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteEndpoint 

func (c *SageMaker) DeleteEndpoint(input *DeleteEndpointInput) (*DeleteEndpointOutput, error)

DeleteEndpoint API operation for Amazon SageMaker Service.

Deletes an endpoint. Amazon SageMaker frees up all of the resources that were deployed when the endpoint was created.

Amazon SageMaker retires any custom KMS key grants associated with the endpoint, meaning you don't need to use the RevokeGrant (http://docs.aws.amazon.com/kms/latest/APIReference/API_RevokeGrant.html) API call.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteEndpoint for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint

func (*SageMaker) DeleteEndpointConfig 

func (c *SageMaker) DeleteEndpointConfig(input *DeleteEndpointConfigInput) (*DeleteEndpointConfigOutput, error)

DeleteEndpointConfig API operation for Amazon SageMaker Service.

Deletes an endpoint configuration. The DeleteEndpointConfig API deletes only the specified configuration. It does not delete endpoints created using the configuration.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteEndpointConfig for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig

func (*SageMaker) DeleteEndpointConfigRequest 

func (c *SageMaker) DeleteEndpointConfigRequest(input *DeleteEndpointConfigInput) (req *request.Request, output *DeleteEndpointConfigOutput)

DeleteEndpointConfigRequest generates a "aws/request.Request" representing the client's request for the DeleteEndpointConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteEndpointConfig for more information on using the DeleteEndpointConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteEndpointConfigRequest method.
req, resp := client.DeleteEndpointConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpointConfig

func (*SageMaker) DeleteEndpointConfigWithContext 

func (c *SageMaker) DeleteEndpointConfigWithContext(ctx aws.Context, input *DeleteEndpointConfigInput, opts ...request.Option) (*DeleteEndpointConfigOutput, error)

DeleteEndpointConfigWithContext is the same as DeleteEndpointConfig with the addition of the ability to pass a context and additional request options.

See DeleteEndpointConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteEndpointRequest 

func (c *SageMaker) DeleteEndpointRequest(input *DeleteEndpointInput) (req *request.Request, output *DeleteEndpointOutput)

DeleteEndpointRequest generates a "aws/request.Request" representing the client's request for the DeleteEndpoint operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteEndpoint for more information on using the DeleteEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteEndpointRequest method.
req, resp := client.DeleteEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteEndpoint

func (*SageMaker) DeleteEndpointWithContext 

func (c *SageMaker) DeleteEndpointWithContext(ctx aws.Context, input *DeleteEndpointInput, opts ...request.Option) (*DeleteEndpointOutput, error)

DeleteEndpointWithContext is the same as DeleteEndpoint with the addition of the ability to pass a context and additional request options.

See DeleteEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteModel 

func (c *SageMaker) DeleteModel(input *DeleteModelInput) (*DeleteModelOutput, error)

DeleteModel API operation for Amazon SageMaker Service.

Deletes a model. The DeleteModel API deletes only the model entry that was created in Amazon SageMaker when you called the CreateModel (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html) API. It does not delete model artifacts, inference code, or the IAM role that you specified when creating the model.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteModel for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel

func (*SageMaker) DeleteModelPackage added in v1.15.86 

func (c *SageMaker) DeleteModelPackage(input *DeleteModelPackageInput) (*DeleteModelPackageOutput, error)

DeleteModelPackage API operation for Amazon SageMaker Service.

Deletes a model package.

A model package is used to create Amazon SageMaker models or list on AWS Marketplace. Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon SageMaker.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteModelPackage for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModelPackage

func (*SageMaker) DeleteModelPackageRequest added in v1.15.86 

func (c *SageMaker) DeleteModelPackageRequest(input *DeleteModelPackageInput) (req *request.Request, output *DeleteModelPackageOutput)

DeleteModelPackageRequest generates a "aws/request.Request" representing the client's request for the DeleteModelPackage operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteModelPackage for more information on using the DeleteModelPackage API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteModelPackageRequest method.
req, resp := client.DeleteModelPackageRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModelPackage

func (*SageMaker) DeleteModelPackageWithContext added in v1.15.86 

func (c *SageMaker) DeleteModelPackageWithContext(ctx aws.Context, input *DeleteModelPackageInput, opts ...request.Option) (*DeleteModelPackageOutput, error)

DeleteModelPackageWithContext is the same as DeleteModelPackage with the addition of the ability to pass a context and additional request options.

See DeleteModelPackage for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteModelRequest 

func (c *SageMaker) DeleteModelRequest(input *DeleteModelInput) (req *request.Request, output *DeleteModelOutput)

DeleteModelRequest generates a "aws/request.Request" representing the client's request for the DeleteModel operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteModel for more information on using the DeleteModel API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteModelRequest method.
req, resp := client.DeleteModelRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteModel

func (*SageMaker) DeleteModelWithContext 

func (c *SageMaker) DeleteModelWithContext(ctx aws.Context, input *DeleteModelInput, opts ...request.Option) (*DeleteModelOutput, error)

DeleteModelWithContext is the same as DeleteModel with the addition of the ability to pass a context and additional request options.

See DeleteModel for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteNotebookInstance 

func (c *SageMaker) DeleteNotebookInstance(input *DeleteNotebookInstanceInput) (*DeleteNotebookInstanceOutput, error)

DeleteNotebookInstance API operation for Amazon SageMaker Service.

Deletes an Amazon SageMaker notebook instance. Before you can delete a notebook instance, you must call the StopNotebookInstance API.

When you delete a notebook instance, you lose all of your data. Amazon SageMaker removes the ML compute instance, and deletes the ML storage volume and the network interface associated with the notebook instance.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteNotebookInstance for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance

func (*SageMaker) DeleteNotebookInstanceLifecycleConfig added in v1.13.15 

func (c *SageMaker) DeleteNotebookInstanceLifecycleConfig(input *DeleteNotebookInstanceLifecycleConfigInput) (*DeleteNotebookInstanceLifecycleConfigOutput, error)

DeleteNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.

Deletes a notebook instance lifecycle configuration.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteNotebookInstanceLifecycleConfig for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstanceLifecycleConfig

func (*SageMaker) DeleteNotebookInstanceLifecycleConfigRequest added in v1.13.15 

func (c *SageMaker) DeleteNotebookInstanceLifecycleConfigRequest(input *DeleteNotebookInstanceLifecycleConfigInput) (req *request.Request, output *DeleteNotebookInstanceLifecycleConfigOutput)

DeleteNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the client's request for the DeleteNotebookInstanceLifecycleConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteNotebookInstanceLifecycleConfig for more information on using the DeleteNotebookInstanceLifecycleConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteNotebookInstanceLifecycleConfigRequest method.
req, resp := client.DeleteNotebookInstanceLifecycleConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstanceLifecycleConfig

func (*SageMaker) DeleteNotebookInstanceLifecycleConfigWithContext added in v1.13.15 

func (c *SageMaker) DeleteNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *DeleteNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*DeleteNotebookInstanceLifecycleConfigOutput, error)

DeleteNotebookInstanceLifecycleConfigWithContext is the same as DeleteNotebookInstanceLifecycleConfig with the addition of the ability to pass a context and additional request options.

See DeleteNotebookInstanceLifecycleConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteNotebookInstanceRequest 

func (c *SageMaker) DeleteNotebookInstanceRequest(input *DeleteNotebookInstanceInput) (req *request.Request, output *DeleteNotebookInstanceOutput)

DeleteNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the DeleteNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteNotebookInstance for more information on using the DeleteNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteNotebookInstanceRequest method.
req, resp := client.DeleteNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteNotebookInstance

func (*SageMaker) DeleteNotebookInstanceWithContext 

func (c *SageMaker) DeleteNotebookInstanceWithContext(ctx aws.Context, input *DeleteNotebookInstanceInput, opts ...request.Option) (*DeleteNotebookInstanceOutput, error)

DeleteNotebookInstanceWithContext is the same as DeleteNotebookInstance with the addition of the ability to pass a context and additional request options.

See DeleteNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteTags 

func (c *SageMaker) DeleteTags(input *DeleteTagsInput) (*DeleteTagsOutput, error)

DeleteTags API operation for Amazon SageMaker Service.

Deletes the specified tags from an Amazon SageMaker resource.

To list a resource's tags, use the ListTags API.

When you call this API to delete tags from a hyperparameter tuning job, the deleted tags are not removed from training jobs that the hyperparameter tuning job launched before you called this API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteTags for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTags

func (*SageMaker) DeleteTagsRequest 

func (c *SageMaker) DeleteTagsRequest(input *DeleteTagsInput) (req *request.Request, output *DeleteTagsOutput)

DeleteTagsRequest generates a "aws/request.Request" representing the client's request for the DeleteTags operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteTags for more information on using the DeleteTags API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteTagsRequest method.
req, resp := client.DeleteTagsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTags

func (*SageMaker) DeleteTagsWithContext 

func (c *SageMaker) DeleteTagsWithContext(ctx aws.Context, input *DeleteTagsInput, opts ...request.Option) (*DeleteTagsOutput, error)

DeleteTagsWithContext is the same as DeleteTags with the addition of the ability to pass a context and additional request options.

See DeleteTags for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DeleteWorkteam added in v1.15.86 

func (c *SageMaker) DeleteWorkteam(input *DeleteWorkteamInput) (*DeleteWorkteamOutput, error)

DeleteWorkteam API operation for Amazon SageMaker Service.

Deletes an existing work team. This operation can't be undone.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DeleteWorkteam for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkteam

func (*SageMaker) DeleteWorkteamRequest added in v1.15.86 

func (c *SageMaker) DeleteWorkteamRequest(input *DeleteWorkteamInput) (req *request.Request, output *DeleteWorkteamOutput)

DeleteWorkteamRequest generates a "aws/request.Request" representing the client's request for the DeleteWorkteam operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DeleteWorkteam for more information on using the DeleteWorkteam API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DeleteWorkteamRequest method.
req, resp := client.DeleteWorkteamRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkteam

func (*SageMaker) DeleteWorkteamWithContext added in v1.15.86 

func (c *SageMaker) DeleteWorkteamWithContext(ctx aws.Context, input *DeleteWorkteamInput, opts ...request.Option) (*DeleteWorkteamOutput, error)

DeleteWorkteamWithContext is the same as DeleteWorkteam with the addition of the ability to pass a context and additional request options.

See DeleteWorkteam for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeAlgorithm added in v1.15.86 

func (c *SageMaker) DescribeAlgorithm(input *DescribeAlgorithmInput) (*DescribeAlgorithmOutput, error)

DescribeAlgorithm API operation for Amazon SageMaker Service.

Returns a description of the specified algorithm that is in your account.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeAlgorithm for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAlgorithm

func (*SageMaker) DescribeAlgorithmRequest added in v1.15.86 

func (c *SageMaker) DescribeAlgorithmRequest(input *DescribeAlgorithmInput) (req *request.Request, output *DescribeAlgorithmOutput)

DescribeAlgorithmRequest generates a "aws/request.Request" representing the client's request for the DescribeAlgorithm operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeAlgorithm for more information on using the DescribeAlgorithm API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeAlgorithmRequest method.
req, resp := client.DescribeAlgorithmRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAlgorithm

func (*SageMaker) DescribeAlgorithmWithContext added in v1.15.86 

func (c *SageMaker) DescribeAlgorithmWithContext(ctx aws.Context, input *DescribeAlgorithmInput, opts ...request.Option) (*DescribeAlgorithmOutput, error)

DescribeAlgorithmWithContext is the same as DescribeAlgorithm with the addition of the ability to pass a context and additional request options.

See DescribeAlgorithm for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeCodeRepository added in v1.15.86 

func (c *SageMaker) DescribeCodeRepository(input *DescribeCodeRepositoryInput) (*DescribeCodeRepositoryOutput, error)

DescribeCodeRepository API operation for Amazon SageMaker Service.

Gets details about the specified git repository.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeCodeRepository for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCodeRepository

func (*SageMaker) DescribeCodeRepositoryRequest added in v1.15.86 

func (c *SageMaker) DescribeCodeRepositoryRequest(input *DescribeCodeRepositoryInput) (req *request.Request, output *DescribeCodeRepositoryOutput)

DescribeCodeRepositoryRequest generates a "aws/request.Request" representing the client's request for the DescribeCodeRepository operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeCodeRepository for more information on using the DescribeCodeRepository API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeCodeRepositoryRequest method.
req, resp := client.DescribeCodeRepositoryRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCodeRepository

func (*SageMaker) DescribeCodeRepositoryWithContext added in v1.15.86 

func (c *SageMaker) DescribeCodeRepositoryWithContext(ctx aws.Context, input *DescribeCodeRepositoryInput, opts ...request.Option) (*DescribeCodeRepositoryOutput, error)

DescribeCodeRepositoryWithContext is the same as DescribeCodeRepository with the addition of the ability to pass a context and additional request options.

See DescribeCodeRepository for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeCompilationJob added in v1.15.86 

func (c *SageMaker) DescribeCompilationJob(input *DescribeCompilationJobInput) (*DescribeCompilationJobOutput, error)

DescribeCompilationJob API operation for Amazon SageMaker Service.

Returns information about a model compilation job.

To create a model compilation job, use CreateCompilationJob. To get information about multiple model compilation jobs, use ListCompilationJobs.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeCompilationJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJob

func (*SageMaker) DescribeCompilationJobRequest added in v1.15.86 

func (c *SageMaker) DescribeCompilationJobRequest(input *DescribeCompilationJobInput) (req *request.Request, output *DescribeCompilationJobOutput)

DescribeCompilationJobRequest generates a "aws/request.Request" representing the client's request for the DescribeCompilationJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeCompilationJob for more information on using the DescribeCompilationJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeCompilationJobRequest method.
req, resp := client.DescribeCompilationJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeCompilationJob

func (*SageMaker) DescribeCompilationJobWithContext added in v1.15.86 

func (c *SageMaker) DescribeCompilationJobWithContext(ctx aws.Context, input *DescribeCompilationJobInput, opts ...request.Option) (*DescribeCompilationJobOutput, error)

DescribeCompilationJobWithContext is the same as DescribeCompilationJob with the addition of the ability to pass a context and additional request options.

See DescribeCompilationJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeEndpoint 

func (c *SageMaker) DescribeEndpoint(input *DescribeEndpointInput) (*DescribeEndpointOutput, error)

DescribeEndpoint API operation for Amazon SageMaker Service.

Returns the description of an endpoint.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeEndpoint for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint

func (*SageMaker) DescribeEndpointConfig 

func (c *SageMaker) DescribeEndpointConfig(input *DescribeEndpointConfigInput) (*DescribeEndpointConfigOutput, error)

DescribeEndpointConfig API operation for Amazon SageMaker Service.

Returns the description of an endpoint configuration created using the CreateEndpointConfig API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeEndpointConfig for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpointConfig

func (*SageMaker) DescribeEndpointConfigRequest 

func (c *SageMaker) DescribeEndpointConfigRequest(input *DescribeEndpointConfigInput) (req *request.Request, output *DescribeEndpointConfigOutput)

DescribeEndpointConfigRequest generates a "aws/request.Request" representing the client's request for the DescribeEndpointConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeEndpointConfig for more information on using the DescribeEndpointConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeEndpointConfigRequest method.
req, resp := client.DescribeEndpointConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpointConfig

func (*SageMaker) DescribeEndpointConfigWithContext 

func (c *SageMaker) DescribeEndpointConfigWithContext(ctx aws.Context, input *DescribeEndpointConfigInput, opts ...request.Option) (*DescribeEndpointConfigOutput, error)

DescribeEndpointConfigWithContext is the same as DescribeEndpointConfig with the addition of the ability to pass a context and additional request options.

See DescribeEndpointConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeEndpointRequest 

func (c *SageMaker) DescribeEndpointRequest(input *DescribeEndpointInput) (req *request.Request, output *DescribeEndpointOutput)

DescribeEndpointRequest generates a "aws/request.Request" representing the client's request for the DescribeEndpoint operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeEndpoint for more information on using the DescribeEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeEndpointRequest method.
req, resp := client.DescribeEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeEndpoint

func (*SageMaker) DescribeEndpointWithContext 

func (c *SageMaker) DescribeEndpointWithContext(ctx aws.Context, input *DescribeEndpointInput, opts ...request.Option) (*DescribeEndpointOutput, error)

DescribeEndpointWithContext is the same as DescribeEndpoint with the addition of the ability to pass a context and additional request options.

See DescribeEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeHyperParameterTuningJob added in v1.14.0 

func (c *SageMaker) DescribeHyperParameterTuningJob(input *DescribeHyperParameterTuningJobInput) (*DescribeHyperParameterTuningJobOutput, error)

DescribeHyperParameterTuningJob API operation for Amazon SageMaker Service.

Gets a description of a hyperparameter tuning job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeHyperParameterTuningJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob

func (*SageMaker) DescribeHyperParameterTuningJobRequest added in v1.14.0 

func (c *SageMaker) DescribeHyperParameterTuningJobRequest(input *DescribeHyperParameterTuningJobInput) (req *request.Request, output *DescribeHyperParameterTuningJobOutput)

DescribeHyperParameterTuningJobRequest generates a "aws/request.Request" representing the client's request for the DescribeHyperParameterTuningJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeHyperParameterTuningJob for more information on using the DescribeHyperParameterTuningJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeHyperParameterTuningJobRequest method.
req, resp := client.DescribeHyperParameterTuningJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHyperParameterTuningJob

func (*SageMaker) DescribeHyperParameterTuningJobWithContext added in v1.14.0 

func (c *SageMaker) DescribeHyperParameterTuningJobWithContext(ctx aws.Context, input *DescribeHyperParameterTuningJobInput, opts ...request.Option) (*DescribeHyperParameterTuningJobOutput, error)

DescribeHyperParameterTuningJobWithContext is the same as DescribeHyperParameterTuningJob with the addition of the ability to pass a context and additional request options.

See DescribeHyperParameterTuningJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeLabelingJob added in v1.15.86 

func (c *SageMaker) DescribeLabelingJob(input *DescribeLabelingJobInput) (*DescribeLabelingJobOutput, error)

DescribeLabelingJob API operation for Amazon SageMaker Service.

Gets information about a labeling job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeLabelingJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJob

func (*SageMaker) DescribeLabelingJobRequest added in v1.15.86 

func (c *SageMaker) DescribeLabelingJobRequest(input *DescribeLabelingJobInput) (req *request.Request, output *DescribeLabelingJobOutput)

DescribeLabelingJobRequest generates a "aws/request.Request" representing the client's request for the DescribeLabelingJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeLabelingJob for more information on using the DescribeLabelingJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeLabelingJobRequest method.
req, resp := client.DescribeLabelingJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeLabelingJob

func (*SageMaker) DescribeLabelingJobWithContext added in v1.15.86 

func (c *SageMaker) DescribeLabelingJobWithContext(ctx aws.Context, input *DescribeLabelingJobInput, opts ...request.Option) (*DescribeLabelingJobOutput, error)

DescribeLabelingJobWithContext is the same as DescribeLabelingJob with the addition of the ability to pass a context and additional request options.

See DescribeLabelingJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeModel 

func (c *SageMaker) DescribeModel(input *DescribeModelInput) (*DescribeModelOutput, error)

DescribeModel API operation for Amazon SageMaker Service.

Describes a model that you created using the CreateModel API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeModel for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel

func (*SageMaker) DescribeModelPackage added in v1.15.86 

func (c *SageMaker) DescribeModelPackage(input *DescribeModelPackageInput) (*DescribeModelPackageOutput, error)

DescribeModelPackage API operation for Amazon SageMaker Service.

Returns a description of the specified model package, which is used to create Amazon SageMaker models or list on AWS Marketplace.

Buyers can subscribe to model packages listed on AWS Marketplace to create models in Amazon SageMaker.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeModelPackage for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModelPackage

func (*SageMaker) DescribeModelPackageRequest added in v1.15.86 

func (c *SageMaker) DescribeModelPackageRequest(input *DescribeModelPackageInput) (req *request.Request, output *DescribeModelPackageOutput)

DescribeModelPackageRequest generates a "aws/request.Request" representing the client's request for the DescribeModelPackage operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeModelPackage for more information on using the DescribeModelPackage API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeModelPackageRequest method.
req, resp := client.DescribeModelPackageRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModelPackage

func (*SageMaker) DescribeModelPackageWithContext added in v1.15.86 

func (c *SageMaker) DescribeModelPackageWithContext(ctx aws.Context, input *DescribeModelPackageInput, opts ...request.Option) (*DescribeModelPackageOutput, error)

DescribeModelPackageWithContext is the same as DescribeModelPackage with the addition of the ability to pass a context and additional request options.

See DescribeModelPackage for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeModelRequest 

func (c *SageMaker) DescribeModelRequest(input *DescribeModelInput) (req *request.Request, output *DescribeModelOutput)

DescribeModelRequest generates a "aws/request.Request" representing the client's request for the DescribeModel operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeModel for more information on using the DescribeModel API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeModelRequest method.
req, resp := client.DescribeModelRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeModel

func (*SageMaker) DescribeModelWithContext 

func (c *SageMaker) DescribeModelWithContext(ctx aws.Context, input *DescribeModelInput, opts ...request.Option) (*DescribeModelOutput, error)

DescribeModelWithContext is the same as DescribeModel with the addition of the ability to pass a context and additional request options.

See DescribeModel for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeNotebookInstance 

func (c *SageMaker) DescribeNotebookInstance(input *DescribeNotebookInstanceInput) (*DescribeNotebookInstanceOutput, error)

DescribeNotebookInstance API operation for Amazon SageMaker Service.

Returns information about a notebook instance.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeNotebookInstance for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance

func (*SageMaker) DescribeNotebookInstanceLifecycleConfig added in v1.13.15 

func (c *SageMaker) DescribeNotebookInstanceLifecycleConfig(input *DescribeNotebookInstanceLifecycleConfigInput) (*DescribeNotebookInstanceLifecycleConfigOutput, error)

DescribeNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.

Returns a description of a notebook instance lifecycle configuration.

For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeNotebookInstanceLifecycleConfig for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstanceLifecycleConfig

func (*SageMaker) DescribeNotebookInstanceLifecycleConfigRequest added in v1.13.15 

func (c *SageMaker) DescribeNotebookInstanceLifecycleConfigRequest(input *DescribeNotebookInstanceLifecycleConfigInput) (req *request.Request, output *DescribeNotebookInstanceLifecycleConfigOutput)

DescribeNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the client's request for the DescribeNotebookInstanceLifecycleConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeNotebookInstanceLifecycleConfig for more information on using the DescribeNotebookInstanceLifecycleConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeNotebookInstanceLifecycleConfigRequest method.
req, resp := client.DescribeNotebookInstanceLifecycleConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstanceLifecycleConfig

func (*SageMaker) DescribeNotebookInstanceLifecycleConfigWithContext added in v1.13.15 

func (c *SageMaker) DescribeNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *DescribeNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*DescribeNotebookInstanceLifecycleConfigOutput, error)

DescribeNotebookInstanceLifecycleConfigWithContext is the same as DescribeNotebookInstanceLifecycleConfig with the addition of the ability to pass a context and additional request options.

See DescribeNotebookInstanceLifecycleConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeNotebookInstanceRequest 

func (c *SageMaker) DescribeNotebookInstanceRequest(input *DescribeNotebookInstanceInput) (req *request.Request, output *DescribeNotebookInstanceOutput)

DescribeNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the DescribeNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeNotebookInstance for more information on using the DescribeNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeNotebookInstanceRequest method.
req, resp := client.DescribeNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeNotebookInstance

func (*SageMaker) DescribeNotebookInstanceWithContext 

func (c *SageMaker) DescribeNotebookInstanceWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.Option) (*DescribeNotebookInstanceOutput, error)

DescribeNotebookInstanceWithContext is the same as DescribeNotebookInstance with the addition of the ability to pass a context and additional request options.

See DescribeNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeSubscribedWorkteam added in v1.15.86 

func (c *SageMaker) DescribeSubscribedWorkteam(input *DescribeSubscribedWorkteamInput) (*DescribeSubscribedWorkteamOutput, error)

DescribeSubscribedWorkteam API operation for Amazon SageMaker Service.

Gets information about a work team provided by a vendor. It returns details about the subscription with a vendor in the AWS Marketplace.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeSubscribedWorkteam for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeSubscribedWorkteam

func (*SageMaker) DescribeSubscribedWorkteamRequest added in v1.15.86 

func (c *SageMaker) DescribeSubscribedWorkteamRequest(input *DescribeSubscribedWorkteamInput) (req *request.Request, output *DescribeSubscribedWorkteamOutput)

DescribeSubscribedWorkteamRequest generates a "aws/request.Request" representing the client's request for the DescribeSubscribedWorkteam operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeSubscribedWorkteam for more information on using the DescribeSubscribedWorkteam API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeSubscribedWorkteamRequest method.
req, resp := client.DescribeSubscribedWorkteamRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeSubscribedWorkteam

func (*SageMaker) DescribeSubscribedWorkteamWithContext added in v1.15.86 

func (c *SageMaker) DescribeSubscribedWorkteamWithContext(ctx aws.Context, input *DescribeSubscribedWorkteamInput, opts ...request.Option) (*DescribeSubscribedWorkteamOutput, error)

DescribeSubscribedWorkteamWithContext is the same as DescribeSubscribedWorkteam with the addition of the ability to pass a context and additional request options.

See DescribeSubscribedWorkteam for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeTrainingJob 

func (c *SageMaker) DescribeTrainingJob(input *DescribeTrainingJobInput) (*DescribeTrainingJobOutput, error)

DescribeTrainingJob API operation for Amazon SageMaker Service.

Returns information about a training job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeTrainingJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob

func (*SageMaker) DescribeTrainingJobRequest 

func (c *SageMaker) DescribeTrainingJobRequest(input *DescribeTrainingJobInput) (req *request.Request, output *DescribeTrainingJobOutput)

DescribeTrainingJobRequest generates a "aws/request.Request" representing the client's request for the DescribeTrainingJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeTrainingJob for more information on using the DescribeTrainingJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeTrainingJobRequest method.
req, resp := client.DescribeTrainingJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrainingJob

func (*SageMaker) DescribeTrainingJobWithContext 

func (c *SageMaker) DescribeTrainingJobWithContext(ctx aws.Context, input *DescribeTrainingJobInput, opts ...request.Option) (*DescribeTrainingJobOutput, error)

DescribeTrainingJobWithContext is the same as DescribeTrainingJob with the addition of the ability to pass a context and additional request options.

See DescribeTrainingJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeTransformJob added in v1.14.28 

func (c *SageMaker) DescribeTransformJob(input *DescribeTransformJobInput) (*DescribeTransformJobOutput, error)

DescribeTransformJob API operation for Amazon SageMaker Service.

Returns information about a transform job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeTransformJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob

func (*SageMaker) DescribeTransformJobRequest added in v1.14.28 

func (c *SageMaker) DescribeTransformJobRequest(input *DescribeTransformJobInput) (req *request.Request, output *DescribeTransformJobOutput)

DescribeTransformJobRequest generates a "aws/request.Request" representing the client's request for the DescribeTransformJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeTransformJob for more information on using the DescribeTransformJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeTransformJobRequest method.
req, resp := client.DescribeTransformJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTransformJob

func (*SageMaker) DescribeTransformJobWithContext added in v1.14.28 

func (c *SageMaker) DescribeTransformJobWithContext(ctx aws.Context, input *DescribeTransformJobInput, opts ...request.Option) (*DescribeTransformJobOutput, error)

DescribeTransformJobWithContext is the same as DescribeTransformJob with the addition of the ability to pass a context and additional request options.

See DescribeTransformJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) DescribeWorkteam added in v1.15.86 

func (c *SageMaker) DescribeWorkteam(input *DescribeWorkteamInput) (*DescribeWorkteamOutput, error)

DescribeWorkteam API operation for Amazon SageMaker Service.

Gets information about a specific work team. You can see information such as the create date, the last updated date, membership information, and the work team's Amazon Resource Name (ARN).

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation DescribeWorkteam for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkteam

func (*SageMaker) DescribeWorkteamRequest added in v1.15.86 

func (c *SageMaker) DescribeWorkteamRequest(input *DescribeWorkteamInput) (req *request.Request, output *DescribeWorkteamOutput)

DescribeWorkteamRequest generates a "aws/request.Request" representing the client's request for the DescribeWorkteam operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See DescribeWorkteam for more information on using the DescribeWorkteam API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the DescribeWorkteamRequest method.
req, resp := client.DescribeWorkteamRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkteam

func (*SageMaker) DescribeWorkteamWithContext added in v1.15.86 

func (c *SageMaker) DescribeWorkteamWithContext(ctx aws.Context, input *DescribeWorkteamInput, opts ...request.Option) (*DescribeWorkteamOutput, error)

DescribeWorkteamWithContext is the same as DescribeWorkteam with the addition of the ability to pass a context and additional request options.

See DescribeWorkteam for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) GetSearchSuggestions added in v1.15.86 

func (c *SageMaker) GetSearchSuggestions(input *GetSearchSuggestionsInput) (*GetSearchSuggestionsOutput, error)

GetSearchSuggestions API operation for Amazon SageMaker Service.

Returns suggestions for the property name to use in Search queries. Provides suggestions for HyperParameters, Tags, and Metrics.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation GetSearchSuggestions for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/GetSearchSuggestions

func (*SageMaker) GetSearchSuggestionsRequest added in v1.15.86 

func (c *SageMaker) GetSearchSuggestionsRequest(input *GetSearchSuggestionsInput) (req *request.Request, output *GetSearchSuggestionsOutput)

GetSearchSuggestionsRequest generates a "aws/request.Request" representing the client's request for the GetSearchSuggestions operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See GetSearchSuggestions for more information on using the GetSearchSuggestions API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the GetSearchSuggestionsRequest method.
req, resp := client.GetSearchSuggestionsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/GetSearchSuggestions

func (*SageMaker) GetSearchSuggestionsWithContext added in v1.15.86 

func (c *SageMaker) GetSearchSuggestionsWithContext(ctx aws.Context, input *GetSearchSuggestionsInput, opts ...request.Option) (*GetSearchSuggestionsOutput, error)

GetSearchSuggestionsWithContext is the same as GetSearchSuggestions with the addition of the ability to pass a context and additional request options.

See GetSearchSuggestions for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListAlgorithms added in v1.15.86 

func (c *SageMaker) ListAlgorithms(input *ListAlgorithmsInput) (*ListAlgorithmsOutput, error)

ListAlgorithms API operation for Amazon SageMaker Service.

Lists the machine learning algorithms that have been created.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListAlgorithms for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAlgorithms

func (*SageMaker) ListAlgorithmsRequest added in v1.15.86 

func (c *SageMaker) ListAlgorithmsRequest(input *ListAlgorithmsInput) (req *request.Request, output *ListAlgorithmsOutput)

ListAlgorithmsRequest generates a "aws/request.Request" representing the client's request for the ListAlgorithms operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListAlgorithms for more information on using the ListAlgorithms API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListAlgorithmsRequest method.
req, resp := client.ListAlgorithmsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAlgorithms

func (*SageMaker) ListAlgorithmsWithContext added in v1.15.86 

func (c *SageMaker) ListAlgorithmsWithContext(ctx aws.Context, input *ListAlgorithmsInput, opts ...request.Option) (*ListAlgorithmsOutput, error)

ListAlgorithmsWithContext is the same as ListAlgorithms with the addition of the ability to pass a context and additional request options.

See ListAlgorithms for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListCodeRepositories added in v1.15.86 

func (c *SageMaker) ListCodeRepositories(input *ListCodeRepositoriesInput) (*ListCodeRepositoriesOutput, error)

ListCodeRepositories API operation for Amazon SageMaker Service.

Gets a list of the git repositories in your account.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListCodeRepositories for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCodeRepositories

func (*SageMaker) ListCodeRepositoriesRequest added in v1.15.86 

func (c *SageMaker) ListCodeRepositoriesRequest(input *ListCodeRepositoriesInput) (req *request.Request, output *ListCodeRepositoriesOutput)

ListCodeRepositoriesRequest generates a "aws/request.Request" representing the client's request for the ListCodeRepositories operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListCodeRepositories for more information on using the ListCodeRepositories API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListCodeRepositoriesRequest method.
req, resp := client.ListCodeRepositoriesRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCodeRepositories

func (*SageMaker) ListCodeRepositoriesWithContext added in v1.15.86 

func (c *SageMaker) ListCodeRepositoriesWithContext(ctx aws.Context, input *ListCodeRepositoriesInput, opts ...request.Option) (*ListCodeRepositoriesOutput, error)

ListCodeRepositoriesWithContext is the same as ListCodeRepositories with the addition of the ability to pass a context and additional request options.

See ListCodeRepositories for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListCompilationJobs added in v1.15.86 

func (c *SageMaker) ListCompilationJobs(input *ListCompilationJobsInput) (*ListCompilationJobsOutput, error)

ListCompilationJobs API operation for Amazon SageMaker Service.

Lists model compilation jobs that satisfy various filters.

To create a model compilation job, use CreateCompilationJob. To get information about a particular model compilation job you have created, use DescribeCompilationJob.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListCompilationJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCompilationJobs

func (*SageMaker) ListCompilationJobsPages added in v1.15.86 

func (c *SageMaker) ListCompilationJobsPages(input *ListCompilationJobsInput, fn func(*ListCompilationJobsOutput, bool) bool) error

ListCompilationJobsPages iterates over the pages of a ListCompilationJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListCompilationJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListCompilationJobs operation.
pageNum := 0
err := client.ListCompilationJobsPages(params,
    func(page *ListCompilationJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListCompilationJobsPagesWithContext added in v1.15.86 

func (c *SageMaker) ListCompilationJobsPagesWithContext(ctx aws.Context, input *ListCompilationJobsInput, fn func(*ListCompilationJobsOutput, bool) bool, opts ...request.Option) error

ListCompilationJobsPagesWithContext same as ListCompilationJobsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListCompilationJobsRequest added in v1.15.86 

func (c *SageMaker) ListCompilationJobsRequest(input *ListCompilationJobsInput) (req *request.Request, output *ListCompilationJobsOutput)

ListCompilationJobsRequest generates a "aws/request.Request" representing the client's request for the ListCompilationJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListCompilationJobs for more information on using the ListCompilationJobs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListCompilationJobsRequest method.
req, resp := client.ListCompilationJobsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCompilationJobs

func (*SageMaker) ListCompilationJobsWithContext added in v1.15.86 

func (c *SageMaker) ListCompilationJobsWithContext(ctx aws.Context, input *ListCompilationJobsInput, opts ...request.Option) (*ListCompilationJobsOutput, error)

ListCompilationJobsWithContext is the same as ListCompilationJobs with the addition of the ability to pass a context and additional request options.

See ListCompilationJobs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpointConfigs 

func (c *SageMaker) ListEndpointConfigs(input *ListEndpointConfigsInput) (*ListEndpointConfigsOutput, error)

ListEndpointConfigs API operation for Amazon SageMaker Service.

Lists endpoint configurations.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListEndpointConfigs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs

func (*SageMaker) ListEndpointConfigsPages 

func (c *SageMaker) ListEndpointConfigsPages(input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool) error

ListEndpointConfigsPages iterates over the pages of a ListEndpointConfigs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListEndpointConfigs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListEndpointConfigs operation.
pageNum := 0
err := client.ListEndpointConfigsPages(params,
    func(page *ListEndpointConfigsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListEndpointConfigsPagesWithContext 

func (c *SageMaker) ListEndpointConfigsPagesWithContext(ctx aws.Context, input *ListEndpointConfigsInput, fn func(*ListEndpointConfigsOutput, bool) bool, opts ...request.Option) error

ListEndpointConfigsPagesWithContext same as ListEndpointConfigsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpointConfigsRequest 

func (c *SageMaker) ListEndpointConfigsRequest(input *ListEndpointConfigsInput) (req *request.Request, output *ListEndpointConfigsOutput)

ListEndpointConfigsRequest generates a "aws/request.Request" representing the client's request for the ListEndpointConfigs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListEndpointConfigs for more information on using the ListEndpointConfigs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListEndpointConfigsRequest method.
req, resp := client.ListEndpointConfigsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpointConfigs

func (*SageMaker) ListEndpointConfigsWithContext 

func (c *SageMaker) ListEndpointConfigsWithContext(ctx aws.Context, input *ListEndpointConfigsInput, opts ...request.Option) (*ListEndpointConfigsOutput, error)

ListEndpointConfigsWithContext is the same as ListEndpointConfigs with the addition of the ability to pass a context and additional request options.

See ListEndpointConfigs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpoints 

func (c *SageMaker) ListEndpoints(input *ListEndpointsInput) (*ListEndpointsOutput, error)

ListEndpoints API operation for Amazon SageMaker Service.

Lists endpoints.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListEndpoints for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints

func (*SageMaker) ListEndpointsPages 

func (c *SageMaker) ListEndpointsPages(input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool) error

ListEndpointsPages iterates over the pages of a ListEndpoints operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListEndpoints method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListEndpoints operation.
pageNum := 0
err := client.ListEndpointsPages(params,
    func(page *ListEndpointsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListEndpointsPagesWithContext 

func (c *SageMaker) ListEndpointsPagesWithContext(ctx aws.Context, input *ListEndpointsInput, fn func(*ListEndpointsOutput, bool) bool, opts ...request.Option) error

ListEndpointsPagesWithContext same as ListEndpointsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListEndpointsRequest 

func (c *SageMaker) ListEndpointsRequest(input *ListEndpointsInput) (req *request.Request, output *ListEndpointsOutput)

ListEndpointsRequest generates a "aws/request.Request" representing the client's request for the ListEndpoints operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListEndpoints for more information on using the ListEndpoints API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListEndpointsRequest method.
req, resp := client.ListEndpointsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListEndpoints

func (*SageMaker) ListEndpointsWithContext 

func (c *SageMaker) ListEndpointsWithContext(ctx aws.Context, input *ListEndpointsInput, opts ...request.Option) (*ListEndpointsOutput, error)

ListEndpointsWithContext is the same as ListEndpoints with the addition of the ability to pass a context and additional request options.

See ListEndpoints for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListHyperParameterTuningJobs added in v1.14.0 

func (c *SageMaker) ListHyperParameterTuningJobs(input *ListHyperParameterTuningJobsInput) (*ListHyperParameterTuningJobsOutput, error)

ListHyperParameterTuningJobs API operation for Amazon SageMaker Service.

Gets a list of HyperParameterTuningJobSummary objects that describe the hyperparameter tuning jobs launched in your account.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListHyperParameterTuningJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHyperParameterTuningJobs

func (*SageMaker) ListHyperParameterTuningJobsPages added in v1.14.0 

func (c *SageMaker) ListHyperParameterTuningJobsPages(input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool) error

ListHyperParameterTuningJobsPages iterates over the pages of a ListHyperParameterTuningJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListHyperParameterTuningJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListHyperParameterTuningJobs operation.
pageNum := 0
err := client.ListHyperParameterTuningJobsPages(params,
    func(page *ListHyperParameterTuningJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListHyperParameterTuningJobsPagesWithContext added in v1.14.0 

func (c *SageMaker) ListHyperParameterTuningJobsPagesWithContext(ctx aws.Context, input *ListHyperParameterTuningJobsInput, fn func(*ListHyperParameterTuningJobsOutput, bool) bool, opts ...request.Option) error

ListHyperParameterTuningJobsPagesWithContext same as ListHyperParameterTuningJobsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListHyperParameterTuningJobsRequest added in v1.14.0 

func (c *SageMaker) ListHyperParameterTuningJobsRequest(input *ListHyperParameterTuningJobsInput) (req *request.Request, output *ListHyperParameterTuningJobsOutput)

ListHyperParameterTuningJobsRequest generates a "aws/request.Request" representing the client's request for the ListHyperParameterTuningJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListHyperParameterTuningJobs for more information on using the ListHyperParameterTuningJobs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListHyperParameterTuningJobsRequest method.
req, resp := client.ListHyperParameterTuningJobsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHyperParameterTuningJobs

func (*SageMaker) ListHyperParameterTuningJobsWithContext added in v1.14.0 

func (c *SageMaker) ListHyperParameterTuningJobsWithContext(ctx aws.Context, input *ListHyperParameterTuningJobsInput, opts ...request.Option) (*ListHyperParameterTuningJobsOutput, error)

ListHyperParameterTuningJobsWithContext is the same as ListHyperParameterTuningJobs with the addition of the ability to pass a context and additional request options.

See ListHyperParameterTuningJobs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListLabelingJobs added in v1.15.86 

func (c *SageMaker) ListLabelingJobs(input *ListLabelingJobsInput) (*ListLabelingJobsOutput, error)

ListLabelingJobs API operation for Amazon SageMaker Service.

Gets a list of labeling jobs.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListLabelingJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobs

func (*SageMaker) ListLabelingJobsForWorkteam added in v1.15.86 

func (c *SageMaker) ListLabelingJobsForWorkteam(input *ListLabelingJobsForWorkteamInput) (*ListLabelingJobsForWorkteamOutput, error)

ListLabelingJobsForWorkteam API operation for Amazon SageMaker Service.

Gets a list of labeling jobs assigned to a specified work team.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListLabelingJobsForWorkteam for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobsForWorkteam

func (*SageMaker) ListLabelingJobsForWorkteamPages added in v1.15.86 

func (c *SageMaker) ListLabelingJobsForWorkteamPages(input *ListLabelingJobsForWorkteamInput, fn func(*ListLabelingJobsForWorkteamOutput, bool) bool) error

ListLabelingJobsForWorkteamPages iterates over the pages of a ListLabelingJobsForWorkteam operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListLabelingJobsForWorkteam method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListLabelingJobsForWorkteam operation.
pageNum := 0
err := client.ListLabelingJobsForWorkteamPages(params,
    func(page *ListLabelingJobsForWorkteamOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListLabelingJobsForWorkteamPagesWithContext added in v1.15.86 

func (c *SageMaker) ListLabelingJobsForWorkteamPagesWithContext(ctx aws.Context, input *ListLabelingJobsForWorkteamInput, fn func(*ListLabelingJobsForWorkteamOutput, bool) bool, opts ...request.Option) error

ListLabelingJobsForWorkteamPagesWithContext same as ListLabelingJobsForWorkteamPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListLabelingJobsForWorkteamRequest added in v1.15.86 

func (c *SageMaker) ListLabelingJobsForWorkteamRequest(input *ListLabelingJobsForWorkteamInput) (req *request.Request, output *ListLabelingJobsForWorkteamOutput)

ListLabelingJobsForWorkteamRequest generates a "aws/request.Request" representing the client's request for the ListLabelingJobsForWorkteam operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListLabelingJobsForWorkteam for more information on using the ListLabelingJobsForWorkteam API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListLabelingJobsForWorkteamRequest method.
req, resp := client.ListLabelingJobsForWorkteamRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobsForWorkteam

func (*SageMaker) ListLabelingJobsForWorkteamWithContext added in v1.15.86 

func (c *SageMaker) ListLabelingJobsForWorkteamWithContext(ctx aws.Context, input *ListLabelingJobsForWorkteamInput, opts ...request.Option) (*ListLabelingJobsForWorkteamOutput, error)

ListLabelingJobsForWorkteamWithContext is the same as ListLabelingJobsForWorkteam with the addition of the ability to pass a context and additional request options.

See ListLabelingJobsForWorkteam for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListLabelingJobsPages added in v1.15.86 

func (c *SageMaker) ListLabelingJobsPages(input *ListLabelingJobsInput, fn func(*ListLabelingJobsOutput, bool) bool) error

ListLabelingJobsPages iterates over the pages of a ListLabelingJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListLabelingJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListLabelingJobs operation.
pageNum := 0
err := client.ListLabelingJobsPages(params,
    func(page *ListLabelingJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListLabelingJobsPagesWithContext added in v1.15.86 

func (c *SageMaker) ListLabelingJobsPagesWithContext(ctx aws.Context, input *ListLabelingJobsInput, fn func(*ListLabelingJobsOutput, bool) bool, opts ...request.Option) error

ListLabelingJobsPagesWithContext same as ListLabelingJobsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListLabelingJobsRequest added in v1.15.86 

func (c *SageMaker) ListLabelingJobsRequest(input *ListLabelingJobsInput) (req *request.Request, output *ListLabelingJobsOutput)

ListLabelingJobsRequest generates a "aws/request.Request" representing the client's request for the ListLabelingJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListLabelingJobs for more information on using the ListLabelingJobs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListLabelingJobsRequest method.
req, resp := client.ListLabelingJobsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListLabelingJobs

func (*SageMaker) ListLabelingJobsWithContext added in v1.15.86 

func (c *SageMaker) ListLabelingJobsWithContext(ctx aws.Context, input *ListLabelingJobsInput, opts ...request.Option) (*ListLabelingJobsOutput, error)

ListLabelingJobsWithContext is the same as ListLabelingJobs with the addition of the ability to pass a context and additional request options.

See ListLabelingJobs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListModelPackages added in v1.15.86 

func (c *SageMaker) ListModelPackages(input *ListModelPackagesInput) (*ListModelPackagesOutput, error)

ListModelPackages API operation for Amazon SageMaker Service.

Lists the model packages that have been created.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListModelPackages for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModelPackages

func (*SageMaker) ListModelPackagesRequest added in v1.15.86 

func (c *SageMaker) ListModelPackagesRequest(input *ListModelPackagesInput) (req *request.Request, output *ListModelPackagesOutput)

ListModelPackagesRequest generates a "aws/request.Request" representing the client's request for the ListModelPackages operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListModelPackages for more information on using the ListModelPackages API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListModelPackagesRequest method.
req, resp := client.ListModelPackagesRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModelPackages

func (*SageMaker) ListModelPackagesWithContext added in v1.15.86 

func (c *SageMaker) ListModelPackagesWithContext(ctx aws.Context, input *ListModelPackagesInput, opts ...request.Option) (*ListModelPackagesOutput, error)

ListModelPackagesWithContext is the same as ListModelPackages with the addition of the ability to pass a context and additional request options.

See ListModelPackages for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListModels 

func (c *SageMaker) ListModels(input *ListModelsInput) (*ListModelsOutput, error)

ListModels API operation for Amazon SageMaker Service.

Lists models created with the CreateModel (http://docs.aws.amazon.com/sagemaker/latest/dg/API_CreateModel.html) API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListModels for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels

func (*SageMaker) ListModelsPages 

func (c *SageMaker) ListModelsPages(input *ListModelsInput, fn func(*ListModelsOutput, bool) bool) error

ListModelsPages iterates over the pages of a ListModels operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListModels method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListModels operation.
pageNum := 0
err := client.ListModelsPages(params,
    func(page *ListModelsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListModelsPagesWithContext 

func (c *SageMaker) ListModelsPagesWithContext(ctx aws.Context, input *ListModelsInput, fn func(*ListModelsOutput, bool) bool, opts ...request.Option) error

ListModelsPagesWithContext same as ListModelsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListModelsRequest 

func (c *SageMaker) ListModelsRequest(input *ListModelsInput) (req *request.Request, output *ListModelsOutput)

ListModelsRequest generates a "aws/request.Request" representing the client's request for the ListModels operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListModels for more information on using the ListModels API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListModelsRequest method.
req, resp := client.ListModelsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListModels

func (*SageMaker) ListModelsWithContext 

func (c *SageMaker) ListModelsWithContext(ctx aws.Context, input *ListModelsInput, opts ...request.Option) (*ListModelsOutput, error)

ListModelsWithContext is the same as ListModels with the addition of the ability to pass a context and additional request options.

See ListModels for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstanceLifecycleConfigs added in v1.13.15 

func (c *SageMaker) ListNotebookInstanceLifecycleConfigs(input *ListNotebookInstanceLifecycleConfigsInput) (*ListNotebookInstanceLifecycleConfigsOutput, error)

ListNotebookInstanceLifecycleConfigs API operation for Amazon SageMaker Service.

Lists notebook instance lifestyle configurations created with the CreateNotebookInstanceLifecycleConfig API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListNotebookInstanceLifecycleConfigs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstanceLifecycleConfigs

func (*SageMaker) ListNotebookInstanceLifecycleConfigsPages added in v1.13.15 

func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPages(input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool) error

ListNotebookInstanceLifecycleConfigsPages iterates over the pages of a ListNotebookInstanceLifecycleConfigs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListNotebookInstanceLifecycleConfigs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListNotebookInstanceLifecycleConfigs operation.
pageNum := 0
err := client.ListNotebookInstanceLifecycleConfigsPages(params,
    func(page *ListNotebookInstanceLifecycleConfigsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListNotebookInstanceLifecycleConfigsPagesWithContext added in v1.13.15 

func (c *SageMaker) ListNotebookInstanceLifecycleConfigsPagesWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, fn func(*ListNotebookInstanceLifecycleConfigsOutput, bool) bool, opts ...request.Option) error

ListNotebookInstanceLifecycleConfigsPagesWithContext same as ListNotebookInstanceLifecycleConfigsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstanceLifecycleConfigsRequest added in v1.13.15 

func (c *SageMaker) ListNotebookInstanceLifecycleConfigsRequest(input *ListNotebookInstanceLifecycleConfigsInput) (req *request.Request, output *ListNotebookInstanceLifecycleConfigsOutput)

ListNotebookInstanceLifecycleConfigsRequest generates a "aws/request.Request" representing the client's request for the ListNotebookInstanceLifecycleConfigs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListNotebookInstanceLifecycleConfigs for more information on using the ListNotebookInstanceLifecycleConfigs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListNotebookInstanceLifecycleConfigsRequest method.
req, resp := client.ListNotebookInstanceLifecycleConfigsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstanceLifecycleConfigs

func (*SageMaker) ListNotebookInstanceLifecycleConfigsWithContext added in v1.13.15 

func (c *SageMaker) ListNotebookInstanceLifecycleConfigsWithContext(ctx aws.Context, input *ListNotebookInstanceLifecycleConfigsInput, opts ...request.Option) (*ListNotebookInstanceLifecycleConfigsOutput, error)

ListNotebookInstanceLifecycleConfigsWithContext is the same as ListNotebookInstanceLifecycleConfigs with the addition of the ability to pass a context and additional request options.

See ListNotebookInstanceLifecycleConfigs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstances 

func (c *SageMaker) ListNotebookInstances(input *ListNotebookInstancesInput) (*ListNotebookInstancesOutput, error)

ListNotebookInstances API operation for Amazon SageMaker Service.

Returns a list of the Amazon SageMaker notebook instances in the requester's account in an AWS Region.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListNotebookInstances for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances

func (*SageMaker) ListNotebookInstancesPages 

func (c *SageMaker) ListNotebookInstancesPages(input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool) error

ListNotebookInstancesPages iterates over the pages of a ListNotebookInstances operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListNotebookInstances method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListNotebookInstances operation.
pageNum := 0
err := client.ListNotebookInstancesPages(params,
    func(page *ListNotebookInstancesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListNotebookInstancesPagesWithContext 

func (c *SageMaker) ListNotebookInstancesPagesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, fn func(*ListNotebookInstancesOutput, bool) bool, opts ...request.Option) error

ListNotebookInstancesPagesWithContext same as ListNotebookInstancesPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListNotebookInstancesRequest 

func (c *SageMaker) ListNotebookInstancesRequest(input *ListNotebookInstancesInput) (req *request.Request, output *ListNotebookInstancesOutput)

ListNotebookInstancesRequest generates a "aws/request.Request" representing the client's request for the ListNotebookInstances operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListNotebookInstances for more information on using the ListNotebookInstances API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListNotebookInstancesRequest method.
req, resp := client.ListNotebookInstancesRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListNotebookInstances

func (*SageMaker) ListNotebookInstancesWithContext 

func (c *SageMaker) ListNotebookInstancesWithContext(ctx aws.Context, input *ListNotebookInstancesInput, opts ...request.Option) (*ListNotebookInstancesOutput, error)

ListNotebookInstancesWithContext is the same as ListNotebookInstances with the addition of the ability to pass a context and additional request options.

See ListNotebookInstances for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListSubscribedWorkteams added in v1.15.86 

func (c *SageMaker) ListSubscribedWorkteams(input *ListSubscribedWorkteamsInput) (*ListSubscribedWorkteamsOutput, error)

ListSubscribedWorkteams API operation for Amazon SageMaker Service.

Gets a list of the work teams that you are subscribed to in the AWS Marketplace. The list may be empty if no work team satisfies the filter specified in the NameContains parameter.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListSubscribedWorkteams for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListSubscribedWorkteams

func (*SageMaker) ListSubscribedWorkteamsPages added in v1.15.86 

func (c *SageMaker) ListSubscribedWorkteamsPages(input *ListSubscribedWorkteamsInput, fn func(*ListSubscribedWorkteamsOutput, bool) bool) error

ListSubscribedWorkteamsPages iterates over the pages of a ListSubscribedWorkteams operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListSubscribedWorkteams method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListSubscribedWorkteams operation.
pageNum := 0
err := client.ListSubscribedWorkteamsPages(params,
    func(page *ListSubscribedWorkteamsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListSubscribedWorkteamsPagesWithContext added in v1.15.86 

func (c *SageMaker) ListSubscribedWorkteamsPagesWithContext(ctx aws.Context, input *ListSubscribedWorkteamsInput, fn func(*ListSubscribedWorkteamsOutput, bool) bool, opts ...request.Option) error

ListSubscribedWorkteamsPagesWithContext same as ListSubscribedWorkteamsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListSubscribedWorkteamsRequest added in v1.15.86 

func (c *SageMaker) ListSubscribedWorkteamsRequest(input *ListSubscribedWorkteamsInput) (req *request.Request, output *ListSubscribedWorkteamsOutput)

ListSubscribedWorkteamsRequest generates a "aws/request.Request" representing the client's request for the ListSubscribedWorkteams operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListSubscribedWorkteams for more information on using the ListSubscribedWorkteams API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListSubscribedWorkteamsRequest method.
req, resp := client.ListSubscribedWorkteamsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListSubscribedWorkteams

func (*SageMaker) ListSubscribedWorkteamsWithContext added in v1.15.86 

func (c *SageMaker) ListSubscribedWorkteamsWithContext(ctx aws.Context, input *ListSubscribedWorkteamsInput, opts ...request.Option) (*ListSubscribedWorkteamsOutput, error)

ListSubscribedWorkteamsWithContext is the same as ListSubscribedWorkteams with the addition of the ability to pass a context and additional request options.

See ListSubscribedWorkteams for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTags 

func (c *SageMaker) ListTags(input *ListTagsInput) (*ListTagsOutput, error)

ListTags API operation for Amazon SageMaker Service.

Returns the tags for the specified Amazon SageMaker resource.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListTags for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags

func (*SageMaker) ListTagsPages 

func (c *SageMaker) ListTagsPages(input *ListTagsInput, fn func(*ListTagsOutput, bool) bool) error

ListTagsPages iterates over the pages of a ListTags operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTags method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListTags operation.
pageNum := 0
err := client.ListTagsPages(params,
    func(page *ListTagsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTagsPagesWithContext 

func (c *SageMaker) ListTagsPagesWithContext(ctx aws.Context, input *ListTagsInput, fn func(*ListTagsOutput, bool) bool, opts ...request.Option) error

ListTagsPagesWithContext same as ListTagsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTagsRequest 

func (c *SageMaker) ListTagsRequest(input *ListTagsInput) (req *request.Request, output *ListTagsOutput)

ListTagsRequest generates a "aws/request.Request" representing the client's request for the ListTags operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListTags for more information on using the ListTags API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListTagsRequest method.
req, resp := client.ListTagsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTags

func (*SageMaker) ListTagsWithContext 

func (c *SageMaker) ListTagsWithContext(ctx aws.Context, input *ListTagsInput, opts ...request.Option) (*ListTagsOutput, error)

ListTagsWithContext is the same as ListTags with the addition of the ability to pass a context and additional request options.

See ListTags for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTrainingJobs 

func (c *SageMaker) ListTrainingJobs(input *ListTrainingJobsInput) (*ListTrainingJobsOutput, error)

ListTrainingJobs API operation for Amazon SageMaker Service.

Lists training jobs.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListTrainingJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobs

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJob added in v1.14.0 

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJob(input *ListTrainingJobsForHyperParameterTuningJobInput) (*ListTrainingJobsForHyperParameterTuningJobOutput, error)

ListTrainingJobsForHyperParameterTuningJob API operation for Amazon SageMaker Service.

Gets a list of TrainingJobSummary objects that describe the training jobs that a hyperparameter tuning job launched.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListTrainingJobsForHyperParameterTuningJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJobPages added in v1.14.0 

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPages(input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool) error

ListTrainingJobsForHyperParameterTuningJobPages iterates over the pages of a ListTrainingJobsForHyperParameterTuningJob operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTrainingJobsForHyperParameterTuningJob method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListTrainingJobsForHyperParameterTuningJob operation.
pageNum := 0
err := client.ListTrainingJobsForHyperParameterTuningJobPages(params,
    func(page *ListTrainingJobsForHyperParameterTuningJobOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJobPagesWithContext added in v1.14.0 

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobPagesWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, fn func(*ListTrainingJobsForHyperParameterTuningJobOutput, bool) bool, opts ...request.Option) error

ListTrainingJobsForHyperParameterTuningJobPagesWithContext same as ListTrainingJobsForHyperParameterTuningJobPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJobRequest added in v1.14.0 

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobRequest(input *ListTrainingJobsForHyperParameterTuningJobInput) (req *request.Request, output *ListTrainingJobsForHyperParameterTuningJobOutput)

ListTrainingJobsForHyperParameterTuningJobRequest generates a "aws/request.Request" representing the client's request for the ListTrainingJobsForHyperParameterTuningJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListTrainingJobsForHyperParameterTuningJob for more information on using the ListTrainingJobsForHyperParameterTuningJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListTrainingJobsForHyperParameterTuningJobRequest method.
req, resp := client.ListTrainingJobsForHyperParameterTuningJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobsForHyperParameterTuningJob

func (*SageMaker) ListTrainingJobsForHyperParameterTuningJobWithContext added in v1.14.0 

func (c *SageMaker) ListTrainingJobsForHyperParameterTuningJobWithContext(ctx aws.Context, input *ListTrainingJobsForHyperParameterTuningJobInput, opts ...request.Option) (*ListTrainingJobsForHyperParameterTuningJobOutput, error)

ListTrainingJobsForHyperParameterTuningJobWithContext is the same as ListTrainingJobsForHyperParameterTuningJob with the addition of the ability to pass a context and additional request options.

See ListTrainingJobsForHyperParameterTuningJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTrainingJobsPages 

func (c *SageMaker) ListTrainingJobsPages(input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool) error

ListTrainingJobsPages iterates over the pages of a ListTrainingJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTrainingJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListTrainingJobs operation.
pageNum := 0
err := client.ListTrainingJobsPages(params,
    func(page *ListTrainingJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTrainingJobsPagesWithContext 

func (c *SageMaker) ListTrainingJobsPagesWithContext(ctx aws.Context, input *ListTrainingJobsInput, fn func(*ListTrainingJobsOutput, bool) bool, opts ...request.Option) error

ListTrainingJobsPagesWithContext same as ListTrainingJobsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTrainingJobsRequest 

func (c *SageMaker) ListTrainingJobsRequest(input *ListTrainingJobsInput) (req *request.Request, output *ListTrainingJobsOutput)

ListTrainingJobsRequest generates a "aws/request.Request" representing the client's request for the ListTrainingJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListTrainingJobs for more information on using the ListTrainingJobs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListTrainingJobsRequest method.
req, resp := client.ListTrainingJobsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrainingJobs

func (*SageMaker) ListTrainingJobsWithContext 

func (c *SageMaker) ListTrainingJobsWithContext(ctx aws.Context, input *ListTrainingJobsInput, opts ...request.Option) (*ListTrainingJobsOutput, error)

ListTrainingJobsWithContext is the same as ListTrainingJobs with the addition of the ability to pass a context and additional request options.

See ListTrainingJobs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTransformJobs added in v1.14.28 

func (c *SageMaker) ListTransformJobs(input *ListTransformJobsInput) (*ListTransformJobsOutput, error)

ListTransformJobs API operation for Amazon SageMaker Service.

Lists transform jobs.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListTransformJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTransformJobs

func (*SageMaker) ListTransformJobsPages added in v1.14.28 

func (c *SageMaker) ListTransformJobsPages(input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool) error

ListTransformJobsPages iterates over the pages of a ListTransformJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTransformJobs method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListTransformJobs operation.
pageNum := 0
err := client.ListTransformJobsPages(params,
    func(page *ListTransformJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTransformJobsPagesWithContext added in v1.14.28 

func (c *SageMaker) ListTransformJobsPagesWithContext(ctx aws.Context, input *ListTransformJobsInput, fn func(*ListTransformJobsOutput, bool) bool, opts ...request.Option) error

ListTransformJobsPagesWithContext same as ListTransformJobsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListTransformJobsRequest added in v1.14.28 

func (c *SageMaker) ListTransformJobsRequest(input *ListTransformJobsInput) (req *request.Request, output *ListTransformJobsOutput)

ListTransformJobsRequest generates a "aws/request.Request" representing the client's request for the ListTransformJobs operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListTransformJobs for more information on using the ListTransformJobs API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListTransformJobsRequest method.
req, resp := client.ListTransformJobsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTransformJobs

func (*SageMaker) ListTransformJobsWithContext added in v1.14.28 

func (c *SageMaker) ListTransformJobsWithContext(ctx aws.Context, input *ListTransformJobsInput, opts ...request.Option) (*ListTransformJobsOutput, error)

ListTransformJobsWithContext is the same as ListTransformJobs with the addition of the ability to pass a context and additional request options.

See ListTransformJobs for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListWorkteams added in v1.15.86 

func (c *SageMaker) ListWorkteams(input *ListWorkteamsInput) (*ListWorkteamsOutput, error)

ListWorkteams API operation for Amazon SageMaker Service.

Gets a list of work teams that you have defined in a region. The list may be empty if no work team satisfies the filter specified in the NameContains parameter.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation ListWorkteams for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkteams

func (*SageMaker) ListWorkteamsPages added in v1.15.86 

func (c *SageMaker) ListWorkteamsPages(input *ListWorkteamsInput, fn func(*ListWorkteamsOutput, bool) bool) error

ListWorkteamsPages iterates over the pages of a ListWorkteams operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListWorkteams method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a ListWorkteams operation.
pageNum := 0
err := client.ListWorkteamsPages(params,
    func(page *ListWorkteamsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListWorkteamsPagesWithContext added in v1.15.86 

func (c *SageMaker) ListWorkteamsPagesWithContext(ctx aws.Context, input *ListWorkteamsInput, fn func(*ListWorkteamsOutput, bool) bool, opts ...request.Option) error

ListWorkteamsPagesWithContext same as ListWorkteamsPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) ListWorkteamsRequest added in v1.15.86 

func (c *SageMaker) ListWorkteamsRequest(input *ListWorkteamsInput) (req *request.Request, output *ListWorkteamsOutput)

ListWorkteamsRequest generates a "aws/request.Request" representing the client's request for the ListWorkteams operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See ListWorkteams for more information on using the ListWorkteams API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the ListWorkteamsRequest method.
req, resp := client.ListWorkteamsRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkteams

func (*SageMaker) ListWorkteamsWithContext added in v1.15.86 

func (c *SageMaker) ListWorkteamsWithContext(ctx aws.Context, input *ListWorkteamsInput, opts ...request.Option) (*ListWorkteamsOutput, error)

ListWorkteamsWithContext is the same as ListWorkteams with the addition of the ability to pass a context and additional request options.

See ListWorkteams for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) RenderUiTemplate added in v1.15.86 

func (c *SageMaker) RenderUiTemplate(input *RenderUiTemplateInput) (*RenderUiTemplateOutput, error)

RenderUiTemplate API operation for Amazon SageMaker Service.

Renders the UI template so that you can preview the worker's experience.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation RenderUiTemplate for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/RenderUiTemplate

func (*SageMaker) RenderUiTemplateRequest added in v1.15.86 

func (c *SageMaker) RenderUiTemplateRequest(input *RenderUiTemplateInput) (req *request.Request, output *RenderUiTemplateOutput)

RenderUiTemplateRequest generates a "aws/request.Request" representing the client's request for the RenderUiTemplate operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See RenderUiTemplate for more information on using the RenderUiTemplate API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the RenderUiTemplateRequest method.
req, resp := client.RenderUiTemplateRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/RenderUiTemplate

func (*SageMaker) RenderUiTemplateWithContext added in v1.15.86 

func (c *SageMaker) RenderUiTemplateWithContext(ctx aws.Context, input *RenderUiTemplateInput, opts ...request.Option) (*RenderUiTemplateOutput, error)

RenderUiTemplateWithContext is the same as RenderUiTemplate with the addition of the ability to pass a context and additional request options.

See RenderUiTemplate for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) Search added in v1.15.86 

func (c *SageMaker) Search(input *SearchInput) (*SearchOutput, error)

Search API operation for Amazon SageMaker Service.

Finds Amazon SageMaker resources that match a search query. Matching resource objects are returned as a list of SearchResult objects in the response. The search results can be sorted by any resrouce property in a ascending or descending order.

You can query against the following value types: numerical, text, Booleans, and timestamps.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation Search for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/Search

func (*SageMaker) SearchPages added in v1.15.86 

func (c *SageMaker) SearchPages(input *SearchInput, fn func(*SearchOutput, bool) bool) error

SearchPages iterates over the pages of a Search operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See Search method for more information on how to use this operation.

Note: This operation can generate multiple requests to a service. 

// Example iterating over at most 3 pages of a Search operation.
pageNum := 0
err := client.SearchPages(params,
    func(page *SearchOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) SearchPagesWithContext added in v1.15.86 

func (c *SageMaker) SearchPagesWithContext(ctx aws.Context, input *SearchInput, fn func(*SearchOutput, bool) bool, opts ...request.Option) error

SearchPagesWithContext same as SearchPages except it takes a Context and allows setting request options on the pages.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) SearchRequest added in v1.15.86 

func (c *SageMaker) SearchRequest(input *SearchInput) (req *request.Request, output *SearchOutput)

SearchRequest generates a "aws/request.Request" representing the client's request for the Search operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See Search for more information on using the Search API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the SearchRequest method.
req, resp := client.SearchRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/Search

func (*SageMaker) SearchWithContext added in v1.15.86 

func (c *SageMaker) SearchWithContext(ctx aws.Context, input *SearchInput, opts ...request.Option) (*SearchOutput, error)

SearchWithContext is the same as Search with the addition of the ability to pass a context and additional request options.

See Search for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StartNotebookInstance 

func (c *SageMaker) StartNotebookInstance(input *StartNotebookInstanceInput) (*StartNotebookInstanceOutput, error)

StartNotebookInstance API operation for Amazon SageMaker Service.

Launches an ML compute instance with the latest version of the libraries and attaches your ML storage volume. After configuring the notebook instance, Amazon SageMaker sets the notebook instance status to InService. A notebook instance's status must be InService before you can connect to your Jupyter notebook.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StartNotebookInstance for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance

func (*SageMaker) StartNotebookInstanceRequest 

func (c *SageMaker) StartNotebookInstanceRequest(input *StartNotebookInstanceInput) (req *request.Request, output *StartNotebookInstanceOutput)

StartNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the StartNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StartNotebookInstance for more information on using the StartNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StartNotebookInstanceRequest method.
req, resp := client.StartNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartNotebookInstance

func (*SageMaker) StartNotebookInstanceWithContext 

func (c *SageMaker) StartNotebookInstanceWithContext(ctx aws.Context, input *StartNotebookInstanceInput, opts ...request.Option) (*StartNotebookInstanceOutput, error)

StartNotebookInstanceWithContext is the same as StartNotebookInstance with the addition of the ability to pass a context and additional request options.

See StartNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopCompilationJob added in v1.15.86 

func (c *SageMaker) StopCompilationJob(input *StopCompilationJobInput) (*StopCompilationJobOutput, error)

StopCompilationJob API operation for Amazon SageMaker Service.

Stops a model compilation job.

To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal. This gracefully shuts the job down. If the job hasn’t stopped, it sends the SIGKILL signal.

When it receives a StopCompilationJob request, Amazon SageMaker changes the CompilationJobSummary$CompilationJobStatus of the job to Stopping. After Amazon SageMaker stops the job, it sets the CompilationJobSummary$CompilationJobStatus to Stopped.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopCompilationJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopCompilationJob

func (*SageMaker) StopCompilationJobRequest added in v1.15.86 

func (c *SageMaker) StopCompilationJobRequest(input *StopCompilationJobInput) (req *request.Request, output *StopCompilationJobOutput)

StopCompilationJobRequest generates a "aws/request.Request" representing the client's request for the StopCompilationJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopCompilationJob for more information on using the StopCompilationJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StopCompilationJobRequest method.
req, resp := client.StopCompilationJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopCompilationJob

func (*SageMaker) StopCompilationJobWithContext added in v1.15.86 

func (c *SageMaker) StopCompilationJobWithContext(ctx aws.Context, input *StopCompilationJobInput, opts ...request.Option) (*StopCompilationJobOutput, error)

StopCompilationJobWithContext is the same as StopCompilationJob with the addition of the ability to pass a context and additional request options.

See StopCompilationJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopHyperParameterTuningJob added in v1.14.0 

func (c *SageMaker) StopHyperParameterTuningJob(input *StopHyperParameterTuningJobInput) (*StopHyperParameterTuningJobOutput, error)

StopHyperParameterTuningJob API operation for Amazon SageMaker Service.

Stops a running hyperparameter tuning job and all running training jobs that the tuning job launched.

All model artifacts output from the training jobs are stored in Amazon Simple Storage Service (Amazon S3). All data that the training jobs write to Amazon CloudWatch Logs are still available in CloudWatch. After the tuning job moves to the Stopped state, it releases all reserved resources for the tuning job.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopHyperParameterTuningJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob

func (*SageMaker) StopHyperParameterTuningJobRequest added in v1.14.0 

func (c *SageMaker) StopHyperParameterTuningJobRequest(input *StopHyperParameterTuningJobInput) (req *request.Request, output *StopHyperParameterTuningJobOutput)

StopHyperParameterTuningJobRequest generates a "aws/request.Request" representing the client's request for the StopHyperParameterTuningJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopHyperParameterTuningJob for more information on using the StopHyperParameterTuningJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StopHyperParameterTuningJobRequest method.
req, resp := client.StopHyperParameterTuningJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopHyperParameterTuningJob

func (*SageMaker) StopHyperParameterTuningJobWithContext added in v1.14.0 

func (c *SageMaker) StopHyperParameterTuningJobWithContext(ctx aws.Context, input *StopHyperParameterTuningJobInput, opts ...request.Option) (*StopHyperParameterTuningJobOutput, error)

StopHyperParameterTuningJobWithContext is the same as StopHyperParameterTuningJob with the addition of the ability to pass a context and additional request options.

See StopHyperParameterTuningJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopLabelingJob added in v1.15.86 

func (c *SageMaker) StopLabelingJob(input *StopLabelingJobInput) (*StopLabelingJobOutput, error)

StopLabelingJob API operation for Amazon SageMaker Service.

Stops a running labeling job. A job that is stopped cannot be restarted. Any results obtained before the job is stopped are placed in the Amazon S3 output bucket.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopLabelingJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopLabelingJob

func (*SageMaker) StopLabelingJobRequest added in v1.15.86 

func (c *SageMaker) StopLabelingJobRequest(input *StopLabelingJobInput) (req *request.Request, output *StopLabelingJobOutput)

StopLabelingJobRequest generates a "aws/request.Request" representing the client's request for the StopLabelingJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopLabelingJob for more information on using the StopLabelingJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StopLabelingJobRequest method.
req, resp := client.StopLabelingJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopLabelingJob

func (*SageMaker) StopLabelingJobWithContext added in v1.15.86 

func (c *SageMaker) StopLabelingJobWithContext(ctx aws.Context, input *StopLabelingJobInput, opts ...request.Option) (*StopLabelingJobOutput, error)

StopLabelingJobWithContext is the same as StopLabelingJob with the addition of the ability to pass a context and additional request options.

See StopLabelingJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopNotebookInstance 

func (c *SageMaker) StopNotebookInstance(input *StopNotebookInstanceInput) (*StopNotebookInstanceOutput, error)

StopNotebookInstance API operation for Amazon SageMaker Service.

Terminates the ML compute instance. Before terminating the instance, Amazon SageMaker disconnects the ML storage volume from it. Amazon SageMaker preserves the ML storage volume.

To access data on the ML storage volume for a notebook instance that has been terminated, call the StartNotebookInstance API. StartNotebookInstance launches another ML compute instance, configures it, and attaches the preserved ML storage volume so you can continue your work.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopNotebookInstance for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance

func (*SageMaker) StopNotebookInstanceRequest 

func (c *SageMaker) StopNotebookInstanceRequest(input *StopNotebookInstanceInput) (req *request.Request, output *StopNotebookInstanceOutput)

StopNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the StopNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopNotebookInstance for more information on using the StopNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StopNotebookInstanceRequest method.
req, resp := client.StopNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopNotebookInstance

func (*SageMaker) StopNotebookInstanceWithContext 

func (c *SageMaker) StopNotebookInstanceWithContext(ctx aws.Context, input *StopNotebookInstanceInput, opts ...request.Option) (*StopNotebookInstanceOutput, error)

StopNotebookInstanceWithContext is the same as StopNotebookInstance with the addition of the ability to pass a context and additional request options.

See StopNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopTrainingJob 

func (c *SageMaker) StopTrainingJob(input *StopTrainingJobInput) (*StopTrainingJobOutput, error)

StopTrainingJob API operation for Amazon SageMaker Service.

Stops a training job. To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. Algorithms might use this 120-second window to save the model artifacts, so the results of the training is not lost.

Training algorithms provided by Amazon SageMaker save the intermediate results of a model training job. This intermediate data is a valid model artifact. You can use the model artifacts that are saved when Amazon SageMaker stops a training job to create a model.

When it receives a StopTrainingJob request, Amazon SageMaker changes the status of the job to Stopping. After Amazon SageMaker stops the job, it sets the status to Stopped.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopTrainingJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob

func (*SageMaker) StopTrainingJobRequest 

func (c *SageMaker) StopTrainingJobRequest(input *StopTrainingJobInput) (req *request.Request, output *StopTrainingJobOutput)

StopTrainingJobRequest generates a "aws/request.Request" representing the client's request for the StopTrainingJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopTrainingJob for more information on using the StopTrainingJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StopTrainingJobRequest method.
req, resp := client.StopTrainingJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTrainingJob

func (*SageMaker) StopTrainingJobWithContext 

func (c *SageMaker) StopTrainingJobWithContext(ctx aws.Context, input *StopTrainingJobInput, opts ...request.Option) (*StopTrainingJobOutput, error)

StopTrainingJobWithContext is the same as StopTrainingJob with the addition of the ability to pass a context and additional request options.

See StopTrainingJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) StopTransformJob added in v1.14.28 

func (c *SageMaker) StopTransformJob(input *StopTransformJobInput) (*StopTransformJobOutput, error)

StopTransformJob API operation for Amazon SageMaker Service.

Stops a transform job.

When Amazon SageMaker receives a StopTransformJob request, the status of the job changes to Stopping. After Amazon SageMaker stops the job, the status is set to Stopped. When you stop a transform job before it is completed, Amazon SageMaker doesn't store the job's output in Amazon S3.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation StopTransformJob for usage and error information.

Returned Error Codes:

  • ErrCodeResourceNotFound "ResourceNotFound" Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob

func (*SageMaker) StopTransformJobRequest added in v1.14.28 

func (c *SageMaker) StopTransformJobRequest(input *StopTransformJobInput) (req *request.Request, output *StopTransformJobOutput)

StopTransformJobRequest generates a "aws/request.Request" representing the client's request for the StopTransformJob operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See StopTransformJob for more information on using the StopTransformJob API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the StopTransformJobRequest method.
req, resp := client.StopTransformJobRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopTransformJob

func (*SageMaker) StopTransformJobWithContext added in v1.14.28 

func (c *SageMaker) StopTransformJobWithContext(ctx aws.Context, input *StopTransformJobInput, opts ...request.Option) (*StopTransformJobOutput, error)

StopTransformJobWithContext is the same as StopTransformJob with the addition of the ability to pass a context and additional request options.

See StopTransformJob for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateCodeRepository added in v1.15.86 

func (c *SageMaker) UpdateCodeRepository(input *UpdateCodeRepositoryInput) (*UpdateCodeRepositoryOutput, error)

UpdateCodeRepository API operation for Amazon SageMaker Service.

Updates the specified git repository with the specified values.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateCodeRepository for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateCodeRepository

func (*SageMaker) UpdateCodeRepositoryRequest added in v1.15.86 

func (c *SageMaker) UpdateCodeRepositoryRequest(input *UpdateCodeRepositoryInput) (req *request.Request, output *UpdateCodeRepositoryOutput)

UpdateCodeRepositoryRequest generates a "aws/request.Request" representing the client's request for the UpdateCodeRepository operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateCodeRepository for more information on using the UpdateCodeRepository API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the UpdateCodeRepositoryRequest method.
req, resp := client.UpdateCodeRepositoryRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateCodeRepository

func (*SageMaker) UpdateCodeRepositoryWithContext added in v1.15.86 

func (c *SageMaker) UpdateCodeRepositoryWithContext(ctx aws.Context, input *UpdateCodeRepositoryInput, opts ...request.Option) (*UpdateCodeRepositoryOutput, error)

UpdateCodeRepositoryWithContext is the same as UpdateCodeRepository with the addition of the ability to pass a context and additional request options.

See UpdateCodeRepository for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateEndpoint 

func (c *SageMaker) UpdateEndpoint(input *UpdateEndpointInput) (*UpdateEndpointOutput, error)

UpdateEndpoint API operation for Amazon SageMaker Service.

Deploys the new EndpointConfig specified in the request, switches to using newly created endpoint, and then deletes resources provisioned for the endpoint using the previous EndpointConfig (there is no availability loss).

When Amazon SageMaker receives the request, it sets the endpoint status to Updating. After updating the endpoint, it sets the status to InService. To check the status of an endpoint, use the DescribeEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) API.

You cannot update an endpoint with the current EndpointConfig. To update an endpoint, you must create a new EndpointConfig.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateEndpoint for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint

func (*SageMaker) UpdateEndpointRequest 

func (c *SageMaker) UpdateEndpointRequest(input *UpdateEndpointInput) (req *request.Request, output *UpdateEndpointOutput)

UpdateEndpointRequest generates a "aws/request.Request" representing the client's request for the UpdateEndpoint operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateEndpoint for more information on using the UpdateEndpoint API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the UpdateEndpointRequest method.
req, resp := client.UpdateEndpointRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpoint

func (*SageMaker) UpdateEndpointWeightsAndCapacities 

func (c *SageMaker) UpdateEndpointWeightsAndCapacities(input *UpdateEndpointWeightsAndCapacitiesInput) (*UpdateEndpointWeightsAndCapacitiesOutput, error)

UpdateEndpointWeightsAndCapacities API operation for Amazon SageMaker Service.

Updates variant weight of one or more variants associated with an existing endpoint, or capacity of one variant associated with an existing endpoint. When it receives the request, Amazon SageMaker sets the endpoint status to Updating. After updating the endpoint, it sets the status to InService. To check the status of an endpoint, use the DescribeEndpoint (http://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeEndpoint.html) API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateEndpointWeightsAndCapacities for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities

func (*SageMaker) UpdateEndpointWeightsAndCapacitiesRequest 

func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesRequest(input *UpdateEndpointWeightsAndCapacitiesInput) (req *request.Request, output *UpdateEndpointWeightsAndCapacitiesOutput)

UpdateEndpointWeightsAndCapacitiesRequest generates a "aws/request.Request" representing the client's request for the UpdateEndpointWeightsAndCapacities operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateEndpointWeightsAndCapacities for more information on using the UpdateEndpointWeightsAndCapacities API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the UpdateEndpointWeightsAndCapacitiesRequest method.
req, resp := client.UpdateEndpointWeightsAndCapacitiesRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateEndpointWeightsAndCapacities

func (*SageMaker) UpdateEndpointWeightsAndCapacitiesWithContext 

func (c *SageMaker) UpdateEndpointWeightsAndCapacitiesWithContext(ctx aws.Context, input *UpdateEndpointWeightsAndCapacitiesInput, opts ...request.Option) (*UpdateEndpointWeightsAndCapacitiesOutput, error)

UpdateEndpointWeightsAndCapacitiesWithContext is the same as UpdateEndpointWeightsAndCapacities with the addition of the ability to pass a context and additional request options.

See UpdateEndpointWeightsAndCapacities for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateEndpointWithContext 

func (c *SageMaker) UpdateEndpointWithContext(ctx aws.Context, input *UpdateEndpointInput, opts ...request.Option) (*UpdateEndpointOutput, error)

UpdateEndpointWithContext is the same as UpdateEndpoint with the addition of the ability to pass a context and additional request options.

See UpdateEndpoint for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateNotebookInstance 

func (c *SageMaker) UpdateNotebookInstance(input *UpdateNotebookInstanceInput) (*UpdateNotebookInstanceOutput, error)

UpdateNotebookInstance API operation for Amazon SageMaker Service.

Updates a notebook instance. NotebookInstance updates include upgrading or downgrading the ML compute instance used for your notebook instance to accommodate changes in your workload requirements. You can also update the VPC security groups.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateNotebookInstance for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance

func (*SageMaker) UpdateNotebookInstanceLifecycleConfig added in v1.13.15 

func (c *SageMaker) UpdateNotebookInstanceLifecycleConfig(input *UpdateNotebookInstanceLifecycleConfigInput) (*UpdateNotebookInstanceLifecycleConfigOutput, error)

UpdateNotebookInstanceLifecycleConfig API operation for Amazon SageMaker Service.

Updates a notebook instance lifecycle configuration created with the CreateNotebookInstanceLifecycleConfig API.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateNotebookInstanceLifecycleConfig for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig

func (*SageMaker) UpdateNotebookInstanceLifecycleConfigRequest added in v1.13.15 

func (c *SageMaker) UpdateNotebookInstanceLifecycleConfigRequest(input *UpdateNotebookInstanceLifecycleConfigInput) (req *request.Request, output *UpdateNotebookInstanceLifecycleConfigOutput)

UpdateNotebookInstanceLifecycleConfigRequest generates a "aws/request.Request" representing the client's request for the UpdateNotebookInstanceLifecycleConfig operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateNotebookInstanceLifecycleConfig for more information on using the UpdateNotebookInstanceLifecycleConfig API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the UpdateNotebookInstanceLifecycleConfigRequest method.
req, resp := client.UpdateNotebookInstanceLifecycleConfigRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstanceLifecycleConfig

func (*SageMaker) UpdateNotebookInstanceLifecycleConfigWithContext added in v1.13.15 

func (c *SageMaker) UpdateNotebookInstanceLifecycleConfigWithContext(ctx aws.Context, input *UpdateNotebookInstanceLifecycleConfigInput, opts ...request.Option) (*UpdateNotebookInstanceLifecycleConfigOutput, error)

UpdateNotebookInstanceLifecycleConfigWithContext is the same as UpdateNotebookInstanceLifecycleConfig with the addition of the ability to pass a context and additional request options.

See UpdateNotebookInstanceLifecycleConfig for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateNotebookInstanceRequest 

func (c *SageMaker) UpdateNotebookInstanceRequest(input *UpdateNotebookInstanceInput) (req *request.Request, output *UpdateNotebookInstanceOutput)

UpdateNotebookInstanceRequest generates a "aws/request.Request" representing the client's request for the UpdateNotebookInstance operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateNotebookInstance for more information on using the UpdateNotebookInstance API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the UpdateNotebookInstanceRequest method.
req, resp := client.UpdateNotebookInstanceRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateNotebookInstance

func (*SageMaker) UpdateNotebookInstanceWithContext 

func (c *SageMaker) UpdateNotebookInstanceWithContext(ctx aws.Context, input *UpdateNotebookInstanceInput, opts ...request.Option) (*UpdateNotebookInstanceOutput, error)

UpdateNotebookInstanceWithContext is the same as UpdateNotebookInstance with the addition of the ability to pass a context and additional request options.

See UpdateNotebookInstance for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) UpdateWorkteam added in v1.15.86 

func (c *SageMaker) UpdateWorkteam(input *UpdateWorkteamInput) (*UpdateWorkteamOutput, error)

UpdateWorkteam API operation for Amazon SageMaker Service.

Updates an existing work team with new member definitions or description.

Returns awserr.Error for service API and SDK errors. Use runtime type assertions with awserr.Error's Code and Message methods to get detailed information about the error.

See the AWS API reference guide for Amazon SageMaker Service's API operation UpdateWorkteam for usage and error information.

Returned Error Codes:

  • ErrCodeResourceLimitExceeded "ResourceLimitExceeded" You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkteam

func (*SageMaker) UpdateWorkteamRequest added in v1.15.86 

func (c *SageMaker) UpdateWorkteamRequest(input *UpdateWorkteamInput) (req *request.Request, output *UpdateWorkteamOutput)

UpdateWorkteamRequest generates a "aws/request.Request" representing the client's request for the UpdateWorkteam operation. The "output" return value will be populated with the request's response once the request completes successfully.

Use "Send" method on the returned Request to send the API call to the service. the "output" return value is not valid until after Send returns without error.

See UpdateWorkteam for more information on using the UpdateWorkteam API call, and error handling.

This method is useful when you want to inject custom logic or configuration into the SDK's request lifecycle. Such as custom headers, or retry logic. 

// Example sending a request using the UpdateWorkteamRequest method.
req, resp := client.UpdateWorkteamRequest(params)

err := req.Send()
if err == nil { // resp is now filled
    fmt.Println(resp)
}

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkteam

func (*SageMaker) UpdateWorkteamWithContext added in v1.15.86 

func (c *SageMaker) UpdateWorkteamWithContext(ctx aws.Context, input *UpdateWorkteamInput, opts ...request.Option) (*UpdateWorkteamOutput, error)

UpdateWorkteamWithContext is the same as UpdateWorkteam with the addition of the ability to pass a context and additional request options.

See UpdateWorkteam for details on how to use this API operation.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilEndpointDeleted added in v1.12.43 

func (c *SageMaker) WaitUntilEndpointDeleted(input *DescribeEndpointInput) error

WaitUntilEndpointDeleted uses the SageMaker API operation DescribeEndpoint to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilEndpointDeletedWithContext added in v1.12.43 

func (c *SageMaker) WaitUntilEndpointDeletedWithContext(ctx aws.Context, input *DescribeEndpointInput, opts ...request.WaiterOption) error

WaitUntilEndpointDeletedWithContext is an extended version of WaitUntilEndpointDeleted. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilEndpointInService added in v1.12.43 

func (c *SageMaker) WaitUntilEndpointInService(input *DescribeEndpointInput) error

WaitUntilEndpointInService uses the SageMaker API operation DescribeEndpoint to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilEndpointInServiceWithContext added in v1.12.43 

func (c *SageMaker) WaitUntilEndpointInServiceWithContext(ctx aws.Context, input *DescribeEndpointInput, opts ...request.WaiterOption) error

WaitUntilEndpointInServiceWithContext is an extended version of WaitUntilEndpointInService. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilNotebookInstanceDeleted added in v1.12.43 

func (c *SageMaker) WaitUntilNotebookInstanceDeleted(input *DescribeNotebookInstanceInput) error

WaitUntilNotebookInstanceDeleted uses the SageMaker API operation DescribeNotebookInstance to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilNotebookInstanceDeletedWithContext added in v1.12.43 

func (c *SageMaker) WaitUntilNotebookInstanceDeletedWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.WaiterOption) error

WaitUntilNotebookInstanceDeletedWithContext is an extended version of WaitUntilNotebookInstanceDeleted. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilNotebookInstanceInService added in v1.12.43 

func (c *SageMaker) WaitUntilNotebookInstanceInService(input *DescribeNotebookInstanceInput) error

WaitUntilNotebookInstanceInService uses the SageMaker API operation DescribeNotebookInstance to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilNotebookInstanceInServiceWithContext added in v1.12.43 

func (c *SageMaker) WaitUntilNotebookInstanceInServiceWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.WaiterOption) error

WaitUntilNotebookInstanceInServiceWithContext is an extended version of WaitUntilNotebookInstanceInService. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilNotebookInstanceStopped added in v1.12.43 

func (c *SageMaker) WaitUntilNotebookInstanceStopped(input *DescribeNotebookInstanceInput) error

WaitUntilNotebookInstanceStopped uses the SageMaker API operation DescribeNotebookInstance to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilNotebookInstanceStoppedWithContext added in v1.12.43 

func (c *SageMaker) WaitUntilNotebookInstanceStoppedWithContext(ctx aws.Context, input *DescribeNotebookInstanceInput, opts ...request.WaiterOption) error

WaitUntilNotebookInstanceStoppedWithContext is an extended version of WaitUntilNotebookInstanceStopped. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilTrainingJobCompletedOrStopped added in v1.12.43 

func (c *SageMaker) WaitUntilTrainingJobCompletedOrStopped(input *DescribeTrainingJobInput) error

WaitUntilTrainingJobCompletedOrStopped uses the SageMaker API operation DescribeTrainingJob to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilTrainingJobCompletedOrStoppedWithContext added in v1.12.43 

func (c *SageMaker) WaitUntilTrainingJobCompletedOrStoppedWithContext(ctx aws.Context, input *DescribeTrainingJobInput, opts ...request.WaiterOption) error

WaitUntilTrainingJobCompletedOrStoppedWithContext is an extended version of WaitUntilTrainingJobCompletedOrStopped. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

func (*SageMaker) WaitUntilTransformJobCompletedOrStopped added in v1.15.47 

func (c *SageMaker) WaitUntilTransformJobCompletedOrStopped(input *DescribeTransformJobInput) error

WaitUntilTransformJobCompletedOrStopped uses the SageMaker API operation DescribeTransformJob to wait for a condition to be met before returning. If the condition is not met within the max attempt window, an error will be returned.

func (*SageMaker) WaitUntilTransformJobCompletedOrStoppedWithContext added in v1.15.47 

func (c *SageMaker) WaitUntilTransformJobCompletedOrStoppedWithContext(ctx aws.Context, input *DescribeTransformJobInput, opts ...request.WaiterOption) error

WaitUntilTransformJobCompletedOrStoppedWithContext is an extended version of WaitUntilTransformJobCompletedOrStopped. With the support for passing in a context and options to configure the Waiter and the underlying request options.

The context must be non-nil and will be used for request cancellation. If the context is nil a panic will occur. In the future the SDK may create sub-contexts for http.Requests. See https://golang.org/pkg/context/ for more information on using Contexts.

type SearchExpression added in v1.15.86 

type SearchExpression struct {

	// A list of filter objects.
	Filters []*Filter `min:"1" type:"list"`

	// A list of nested filter objects.
	NestedFilters []*NestedFilters `min:"1" type:"list"`

	// A Boolean operator used to evaluate the search expression. If you want every
	// conditional statement in all lists to be satisfied for the entire search
	// expression to be true, specify And. If only a single conditional statement
	// needs to be true for the entire search expression to be true, specify Or.
	Operator *string `type:"string" enum:"BooleanOperator"`

	// A list of search expression objects.
	SubExpressions []*SearchExpression `min:"1" type:"list"`
	// contains filtered or unexported fields
}

A multi-expression that searches for the specified resource or resources. All resource objects that satisfy the expression's condition are included in the search results.

A SearchExpression contains the following components:

  • A list of Filter objects. Each filter defines a simple Boolean expression comprised of a resource property name, Boolean operator, and value.

  • A list of NestedFilter objects. Each nested filter defines a list of Boolean expressions using a list of resource properties. A nested filter is satisfied if a single object in the list satisfies all Boolean expressions.

  • A list of SearchExpression objects.

  • A Boolean operator: And or Or.

func (SearchExpression) GoString added in v1.15.86 

func (s SearchExpression) GoString() string

GoString returns the string representation

func (*SearchExpression) SetFilters added in v1.15.86 

func (s *SearchExpression) SetFilters(v []*Filter) *SearchExpression

SetFilters sets the Filters field's value.

func (*SearchExpression) SetNestedFilters added in v1.15.86 

func (s *SearchExpression) SetNestedFilters(v []*NestedFilters) *SearchExpression

SetNestedFilters sets the NestedFilters field's value.

func (*SearchExpression) SetOperator added in v1.15.86 

func (s *SearchExpression) SetOperator(v string) *SearchExpression

SetOperator sets the Operator field's value.

func (*SearchExpression) SetSubExpressions added in v1.15.86 

func (s *SearchExpression) SetSubExpressions(v []*SearchExpression) *SearchExpression

SetSubExpressions sets the SubExpressions field's value.

func (SearchExpression) String added in v1.15.86 

func (s SearchExpression) String() string

String returns the string representation

func (*SearchExpression) Validate added in v1.15.86 

func (s *SearchExpression) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type SearchInput added in v1.15.86 

type SearchInput struct {

	// The maximum number of results to return in a SearchResponse.
	MaxResults *int64 `min:"1" type:"integer"`

	// If more than MaxResults resource objects match the specified SearchExpression,
	// the SearchResponse includes a NextToken. The NextToken can be passed to the
	// next SearchRequest to continue retrieving results for the specified SearchExpression
	// and Sort parameters.
	NextToken *string `type:"string"`

	// The name of the Amazon SageMaker resource to search for. Currently, the only
	// valid Resource value is TrainingJob.
	//
	// Resource is a required field
	Resource *string `type:"string" required:"true" enum:"ResourceType"`

	// A Boolean conditional statement. Resource objects must satisfy this condition
	// to be included in search results.
	SearchExpression *SearchExpression `type:"structure"`

	// The name of the resource property used to sort the SearchResults.
	SortBy *string `min:"1" type:"string"`

	// How SearchResults are ordered. Valid values are Ascending or Descending.
	SortOrder *string `type:"string" enum:"SearchSortOrder"`
	// contains filtered or unexported fields
}

func (SearchInput) GoString added in v1.15.86 

func (s SearchInput) GoString() string

GoString returns the string representation

func (*SearchInput) SetMaxResults added in v1.15.86 

func (s *SearchInput) SetMaxResults(v int64) *SearchInput

SetMaxResults sets the MaxResults field's value.

func (*SearchInput) SetNextToken added in v1.15.86 

func (s *SearchInput) SetNextToken(v string) *SearchInput

SetNextToken sets the NextToken field's value.

func (*SearchInput) SetResource added in v1.15.86 

func (s *SearchInput) SetResource(v string) *SearchInput

SetResource sets the Resource field's value.

func (*SearchInput) SetSearchExpression added in v1.15.86 

func (s *SearchInput) SetSearchExpression(v *SearchExpression) *SearchInput

SetSearchExpression sets the SearchExpression field's value.

func (*SearchInput) SetSortBy added in v1.15.86 

func (s *SearchInput) SetSortBy(v string) *SearchInput

SetSortBy sets the SortBy field's value.

func (*SearchInput) SetSortOrder added in v1.15.86 

func (s *SearchInput) SetSortOrder(v string) *SearchInput

SetSortOrder sets the SortOrder field's value.

func (SearchInput) String added in v1.15.86 

func (s SearchInput) String() string

String returns the string representation

func (*SearchInput) Validate added in v1.15.86 

func (s *SearchInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type SearchOutput added in v1.15.86 

type SearchOutput struct {

	// If the result of the previous Search request was truncated, the response
	// includes a NextToken. To retrieve the next set of results, use the token
	// in the next request.
	NextToken *string `type:"string"`

	// A list of SearchResult objects.
	Results []*SearchRecord `type:"list"`
	// contains filtered or unexported fields
}

func (SearchOutput) GoString added in v1.15.86 

func (s SearchOutput) GoString() string

GoString returns the string representation

func (*SearchOutput) SetNextToken added in v1.15.86 

func (s *SearchOutput) SetNextToken(v string) *SearchOutput

SetNextToken sets the NextToken field's value.

func (*SearchOutput) SetResults added in v1.15.86 

func (s *SearchOutput) SetResults(v []*SearchRecord) *SearchOutput

SetResults sets the Results field's value.

func (SearchOutput) String added in v1.15.86 

func (s SearchOutput) String() string

String returns the string representation

type SearchRecord added in v1.15.86 

type SearchRecord struct {

	// A TrainingJob object that is returned as part of a Search request.
	TrainingJob *TrainingJob `type:"structure"`
	// contains filtered or unexported fields
}

An individual search result record that contains a single resource object.

func (SearchRecord) GoString added in v1.15.86 

func (s SearchRecord) GoString() string

GoString returns the string representation

func (*SearchRecord) SetTrainingJob added in v1.15.86 

func (s *SearchRecord) SetTrainingJob(v *TrainingJob) *SearchRecord

SetTrainingJob sets the TrainingJob field's value.

func (SearchRecord) String added in v1.15.86 

func (s SearchRecord) String() string

String returns the string representation

type SecondaryStatusTransition added in v1.15.1 

type SecondaryStatusTransition struct {

	// A timestamp that shows when the training job transitioned out of this secondary
	// status state into another secondary status state or when the training job
	// has ended.
	EndTime *time.Time `type:"timestamp"`

	// A timestamp that shows when the training job transitioned to the current
	// secondary status state.
	//
	// StartTime is a required field
	StartTime *time.Time `type:"timestamp" required:"true"`

	// Contains a secondary status information from a training job.
	//
	// Status might be one of the following secondary statuses:
	//
	// InProgressStarting - Starting the training job.
	//
	// Downloading - An optional stage for algorithms that support File training
	// input mode. It indicates that data is being downloaded to the ML storage
	// volumes.
	//
	// Training - Training is in progress.
	//
	// Uploading - Training is complete and the model artifacts are being uploaded
	// to the S3 location.
	//
	// CompletedCompleted - The training job has completed.
	//
	// FailedFailed - The training job has failed. The reason for the failure is
	// returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// StoppedMaxRuntimeExceeded - The job stopped because it exceeded the maximum
	// allowed runtime.
	//
	// Stopped - The training job has stopped.
	//
	// StoppingStopping - Stopping the training job.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	//
	// Status is a required field
	Status *string `type:"string" required:"true" enum:"SecondaryStatus"`

	// A detailed description of the progress within a secondary status.
	//
	// Amazon SageMaker provides secondary statuses and status messages that apply
	// to each of them:
	//
	// StartingStarting the training job.
	//
	// Launching requested ML instances.
	//
	// Insufficient capacity error from EC2 while launching instances, retrying!
	//
	// Launched instance was unhealthy, replacing it!
	//
	// Preparing the instances for training.
	//
	// TrainingDownloading the training image.
	//
	// Training image download completed. Training in progress.
	//
	// Status messages are subject to change. Therefore, we recommend not including
	// them in code that programmatically initiates actions. For examples, don't
	// use status messages in if statements.
	//
	// To have an overview of your training job's progress, view TrainingJobStatus
	// and SecondaryStatus in DescribeTrainingJobResponse, and StatusMessage together.
	// For example, at the start of a training job, you might see the following:
	//
	//    * TrainingJobStatus - InProgress
	//
	//    * SecondaryStatus - Training
	//
	//    * StatusMessage - Downloading the training image
	StatusMessage *string `type:"string"`
	// contains filtered or unexported fields
}

An array element of DescribeTrainingJobResponse$SecondaryStatusTransitions. It provides additional details about a status that the training job has transitioned through. A training job can be in one of several states, for example, starting, downloading, training, or uploading. Within each state, there are a number of intermediate states. For example, within the starting state, Amazon SageMaker could be starting the training job or launching the ML instances. These transitional states are referred to as the job's secondary status.

func (SecondaryStatusTransition) GoString added in v1.15.1 

func (s SecondaryStatusTransition) GoString() string

GoString returns the string representation

func (*SecondaryStatusTransition) SetEndTime added in v1.15.1 

func (s *SecondaryStatusTransition) SetEndTime(v time.Time) *SecondaryStatusTransition

SetEndTime sets the EndTime field's value.

func (*SecondaryStatusTransition) SetStartTime added in v1.15.1 

func (s *SecondaryStatusTransition) SetStartTime(v time.Time) *SecondaryStatusTransition

SetStartTime sets the StartTime field's value.

func (*SecondaryStatusTransition) SetStatus added in v1.15.1 

func (s *SecondaryStatusTransition) SetStatus(v string) *SecondaryStatusTransition

SetStatus sets the Status field's value.

func (*SecondaryStatusTransition) SetStatusMessage added in v1.15.1 

func (s *SecondaryStatusTransition) SetStatusMessage(v string) *SecondaryStatusTransition

SetStatusMessage sets the StatusMessage field's value.

func (SecondaryStatusTransition) String added in v1.15.1 

func (s SecondaryStatusTransition) String() string

String returns the string representation

type ShuffleConfig added in v1.15.86 

type ShuffleConfig struct {

	// Determines the shuffling order in ShuffleConfig. value.
	//
	// Seed is a required field
	Seed *int64 `type:"long" required:"true"`
	// contains filtered or unexported fields
}

A configuration for a shuffle option for input data in a channel. If you use S3Prefix for S3DataType, the results of the S3 key prefix matches are shuffled. If you use ManifestFile, the order of the S3 object references in the ManifestFile is shuffled. If you use AugmentedManifestFile, the order of the JSON lines in the AugmentedManifestFile is shuffled. The shuffling order is determined using the Seed value.

For Pipe input mode, shuffling is done at the start of every epoch. With large datasets, this ensures that the order of the training data is different for each epoch, and it helps reduce bias and possible overfitting. In a multi-node training job when ShuffleConfig is combined with S3DataDistributionType of ShardedByS3Key, the data is shuffled across nodes so that the content sent to a particular node on the first epoch might be sent to a different node on the second epoch.

func (ShuffleConfig) GoString added in v1.15.86 

func (s ShuffleConfig) GoString() string

GoString returns the string representation

func (*ShuffleConfig) SetSeed added in v1.15.86 

func (s *ShuffleConfig) SetSeed(v int64) *ShuffleConfig

SetSeed sets the Seed field's value.

func (ShuffleConfig) String added in v1.15.86 

func (s ShuffleConfig) String() string

String returns the string representation

func (*ShuffleConfig) Validate added in v1.15.86 

func (s *ShuffleConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type SourceAlgorithm added in v1.15.86 

type SourceAlgorithm struct {

	// The name of an algorithm that was used to create the model package. The algorithm
	// must be either an algorithm resource in your Amazon SageMaker account or
	// an algorithm in AWS Marketplace that you are subscribed to.
	//
	// AlgorithmName is a required field
	AlgorithmName *string `min:"1" type:"string" required:"true"`

	// The Amazon S3 path where the model artifacts, which result from model training,
	// are stored. This path must point to a single gzip compressed tar archive
	// (.tar.gz suffix).
	ModelDataUrl *string `type:"string"`
	// contains filtered or unexported fields
}

Specifies an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your Amazon SageMaker account or an algorithm in AWS Marketplace that you are subscribed to.

func (SourceAlgorithm) GoString added in v1.15.86 

func (s SourceAlgorithm) GoString() string

GoString returns the string representation

func (*SourceAlgorithm) SetAlgorithmName added in v1.15.86 

func (s *SourceAlgorithm) SetAlgorithmName(v string) *SourceAlgorithm

SetAlgorithmName sets the AlgorithmName field's value.

func (*SourceAlgorithm) SetModelDataUrl added in v1.15.86 

func (s *SourceAlgorithm) SetModelDataUrl(v string) *SourceAlgorithm

SetModelDataUrl sets the ModelDataUrl field's value.

func (SourceAlgorithm) String added in v1.15.86 

func (s SourceAlgorithm) String() string

String returns the string representation

func (*SourceAlgorithm) Validate added in v1.15.86 

func (s *SourceAlgorithm) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type SourceAlgorithmSpecification added in v1.15.86 

type SourceAlgorithmSpecification struct {

	// A list of the algorithms that were used to create a model package.
	//
	// SourceAlgorithms is a required field
	SourceAlgorithms []*SourceAlgorithm `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

A list of algorithms that were used to create a model package.

func (SourceAlgorithmSpecification) GoString added in v1.15.86 

func (s SourceAlgorithmSpecification) GoString() string

GoString returns the string representation

func (*SourceAlgorithmSpecification) SetSourceAlgorithms added in v1.15.86 

func (s *SourceAlgorithmSpecification) SetSourceAlgorithms(v []*SourceAlgorithm) *SourceAlgorithmSpecification

SetSourceAlgorithms sets the SourceAlgorithms field's value.

func (SourceAlgorithmSpecification) String added in v1.15.86 

func (s SourceAlgorithmSpecification) String() string

String returns the string representation

func (*SourceAlgorithmSpecification) Validate added in v1.15.86 

func (s *SourceAlgorithmSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StartNotebookInstanceInput 

type StartNotebookInstanceInput struct {

	// The name of the notebook instance to start.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StartNotebookInstanceInput) GoString 

func (s StartNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*StartNotebookInstanceInput) SetNotebookInstanceName 

func (s *StartNotebookInstanceInput) SetNotebookInstanceName(v string) *StartNotebookInstanceInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (StartNotebookInstanceInput) String 

func (s StartNotebookInstanceInput) String() string

String returns the string representation

func (*StartNotebookInstanceInput) Validate 

func (s *StartNotebookInstanceInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StartNotebookInstanceOutput 

type StartNotebookInstanceOutput struct {
	// contains filtered or unexported fields
}

func (StartNotebookInstanceOutput) GoString 

func (s StartNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (StartNotebookInstanceOutput) String 

func (s StartNotebookInstanceOutput) String() string

String returns the string representation

type StopCompilationJobInput added in v1.15.86 

type StopCompilationJobInput struct {

	// The name of the model compilation job to stop.
	//
	// CompilationJobName is a required field
	CompilationJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopCompilationJobInput) GoString added in v1.15.86 

func (s StopCompilationJobInput) GoString() string

GoString returns the string representation

func (*StopCompilationJobInput) SetCompilationJobName added in v1.15.86 

func (s *StopCompilationJobInput) SetCompilationJobName(v string) *StopCompilationJobInput

SetCompilationJobName sets the CompilationJobName field's value.

func (StopCompilationJobInput) String added in v1.15.86 

func (s StopCompilationJobInput) String() string

String returns the string representation

func (*StopCompilationJobInput) Validate added in v1.15.86 

func (s *StopCompilationJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StopCompilationJobOutput added in v1.15.86 

type StopCompilationJobOutput struct {
	// contains filtered or unexported fields
}

func (StopCompilationJobOutput) GoString added in v1.15.86 

func (s StopCompilationJobOutput) GoString() string

GoString returns the string representation

func (StopCompilationJobOutput) String added in v1.15.86 

func (s StopCompilationJobOutput) String() string

String returns the string representation

type StopHyperParameterTuningJobInput added in v1.14.0 

type StopHyperParameterTuningJobInput struct {

	// The name of the tuning job to stop.
	//
	// HyperParameterTuningJobName is a required field
	HyperParameterTuningJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopHyperParameterTuningJobInput) GoString added in v1.14.0 

func (s StopHyperParameterTuningJobInput) GoString() string

GoString returns the string representation

func (*StopHyperParameterTuningJobInput) SetHyperParameterTuningJobName added in v1.14.0 

func (s *StopHyperParameterTuningJobInput) SetHyperParameterTuningJobName(v string) *StopHyperParameterTuningJobInput

SetHyperParameterTuningJobName sets the HyperParameterTuningJobName field's value.

func (StopHyperParameterTuningJobInput) String added in v1.14.0 

func (s StopHyperParameterTuningJobInput) String() string

String returns the string representation

func (*StopHyperParameterTuningJobInput) Validate added in v1.14.0 

func (s *StopHyperParameterTuningJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StopHyperParameterTuningJobOutput added in v1.14.0 

type StopHyperParameterTuningJobOutput struct {
	// contains filtered or unexported fields
}

func (StopHyperParameterTuningJobOutput) GoString added in v1.14.0 

func (s StopHyperParameterTuningJobOutput) GoString() string

GoString returns the string representation

func (StopHyperParameterTuningJobOutput) String added in v1.14.0 

func (s StopHyperParameterTuningJobOutput) String() string

String returns the string representation

type StopLabelingJobInput added in v1.15.86 

type StopLabelingJobInput struct {

	// The name of the labeling job to stop.
	//
	// LabelingJobName is a required field
	LabelingJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopLabelingJobInput) GoString added in v1.15.86 

func (s StopLabelingJobInput) GoString() string

GoString returns the string representation

func (*StopLabelingJobInput) SetLabelingJobName added in v1.15.86 

func (s *StopLabelingJobInput) SetLabelingJobName(v string) *StopLabelingJobInput

SetLabelingJobName sets the LabelingJobName field's value.

func (StopLabelingJobInput) String added in v1.15.86 

func (s StopLabelingJobInput) String() string

String returns the string representation

func (*StopLabelingJobInput) Validate added in v1.15.86 

func (s *StopLabelingJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StopLabelingJobOutput added in v1.15.86 

type StopLabelingJobOutput struct {
	// contains filtered or unexported fields
}

func (StopLabelingJobOutput) GoString added in v1.15.86 

func (s StopLabelingJobOutput) GoString() string

GoString returns the string representation

func (StopLabelingJobOutput) String added in v1.15.86 

func (s StopLabelingJobOutput) String() string

String returns the string representation

type StopNotebookInstanceInput 

type StopNotebookInstanceInput struct {

	// The name of the notebook instance to terminate.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopNotebookInstanceInput) GoString 

func (s StopNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*StopNotebookInstanceInput) SetNotebookInstanceName 

func (s *StopNotebookInstanceInput) SetNotebookInstanceName(v string) *StopNotebookInstanceInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (StopNotebookInstanceInput) String 

func (s StopNotebookInstanceInput) String() string

String returns the string representation

func (*StopNotebookInstanceInput) Validate 

func (s *StopNotebookInstanceInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StopNotebookInstanceOutput 

type StopNotebookInstanceOutput struct {
	// contains filtered or unexported fields
}

func (StopNotebookInstanceOutput) GoString 

func (s StopNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (StopNotebookInstanceOutput) String 

func (s StopNotebookInstanceOutput) String() string

String returns the string representation

type StopTrainingJobInput 

type StopTrainingJobInput struct {

	// The name of the training job to stop.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopTrainingJobInput) GoString 

func (s StopTrainingJobInput) GoString() string

GoString returns the string representation

func (*StopTrainingJobInput) SetTrainingJobName 

func (s *StopTrainingJobInput) SetTrainingJobName(v string) *StopTrainingJobInput

SetTrainingJobName sets the TrainingJobName field's value.

func (StopTrainingJobInput) String 

func (s StopTrainingJobInput) String() string

String returns the string representation

func (*StopTrainingJobInput) Validate 

func (s *StopTrainingJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StopTrainingJobOutput 

type StopTrainingJobOutput struct {
	// contains filtered or unexported fields
}

func (StopTrainingJobOutput) GoString 

func (s StopTrainingJobOutput) GoString() string

GoString returns the string representation

func (StopTrainingJobOutput) String 

func (s StopTrainingJobOutput) String() string

String returns the string representation

type StopTransformJobInput added in v1.14.28 

type StopTransformJobInput struct {

	// The name of the transform job to stop.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopTransformJobInput) GoString added in v1.14.28 

func (s StopTransformJobInput) GoString() string

GoString returns the string representation

func (*StopTransformJobInput) SetTransformJobName added in v1.14.28 

func (s *StopTransformJobInput) SetTransformJobName(v string) *StopTransformJobInput

SetTransformJobName sets the TransformJobName field's value.

func (StopTransformJobInput) String added in v1.14.28 

func (s StopTransformJobInput) String() string

String returns the string representation

func (*StopTransformJobInput) Validate added in v1.14.28 

func (s *StopTransformJobInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type StopTransformJobOutput added in v1.14.28 

type StopTransformJobOutput struct {
	// contains filtered or unexported fields
}

func (StopTransformJobOutput) GoString added in v1.14.28 

func (s StopTransformJobOutput) GoString() string

GoString returns the string representation

func (StopTransformJobOutput) String added in v1.14.28 

func (s StopTransformJobOutput) String() string

String returns the string representation

type StoppingCondition 

type StoppingCondition struct {

	// The maximum length of time, in seconds, that the training or compilation
	// job can run. If the job does not complete during this time, Amazon SageMaker
	// ends the job. If value is not specified, default value is 1 day. Maximum
	// value is 5 days.
	MaxRuntimeInSeconds *int64 `min:"1" type:"integer"`
	// contains filtered or unexported fields
}

Specifies how long a model training or compilation job can run. When the job reaches the limit, Amazon SageMaker ends the training job. Use this API to cap model processing cost.

To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which delays job termination for 120 seconds. Algorithms might use this 120-second window to save the model artifacts, so the results of training is not lost.

Training algorithms provided by Amazon SageMaker automatically saves the intermediate results of a model training job (it is best effort case, as model might not be ready to save as some stages, for example training just started). This intermediate data is a valid model artifact. You can use it to create a model (CreateModel).

func (StoppingCondition) GoString 

func (s StoppingCondition) GoString() string

GoString returns the string representation

func (*StoppingCondition) SetMaxRuntimeInSeconds 

func (s *StoppingCondition) SetMaxRuntimeInSeconds(v int64) *StoppingCondition

SetMaxRuntimeInSeconds sets the MaxRuntimeInSeconds field's value.

func (StoppingCondition) String 

func (s StoppingCondition) String() string

String returns the string representation

func (*StoppingCondition) Validate 

func (s *StoppingCondition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type SubscribedWorkteam added in v1.15.86 

type SubscribedWorkteam struct {
	ListingId *string `type:"string"`

	// The description of the vendor from the Amazon Marketplace.
	MarketplaceDescription *string `min:"1" type:"string"`

	// The title of the service provided by the vendor in the Amazon Marketplace.
	MarketplaceTitle *string `min:"1" type:"string"`

	// The name of the vendor in the Amazon Marketplace.
	SellerName *string `type:"string"`

	// The Amazon Resource Name (ARN) of the vendor that you have subscribed.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes a work team of a vendor that does the a labelling job.

func (SubscribedWorkteam) GoString added in v1.15.86 

func (s SubscribedWorkteam) GoString() string

GoString returns the string representation

func (*SubscribedWorkteam) SetListingId added in v1.15.86 

func (s *SubscribedWorkteam) SetListingId(v string) *SubscribedWorkteam

SetListingId sets the ListingId field's value.

func (*SubscribedWorkteam) SetMarketplaceDescription added in v1.15.86 

func (s *SubscribedWorkteam) SetMarketplaceDescription(v string) *SubscribedWorkteam

SetMarketplaceDescription sets the MarketplaceDescription field's value.

func (*SubscribedWorkteam) SetMarketplaceTitle added in v1.15.86 

func (s *SubscribedWorkteam) SetMarketplaceTitle(v string) *SubscribedWorkteam

SetMarketplaceTitle sets the MarketplaceTitle field's value.

func (*SubscribedWorkteam) SetSellerName added in v1.15.86 

func (s *SubscribedWorkteam) SetSellerName(v string) *SubscribedWorkteam

SetSellerName sets the SellerName field's value.

func (*SubscribedWorkteam) SetWorkteamArn added in v1.15.86 

func (s *SubscribedWorkteam) SetWorkteamArn(v string) *SubscribedWorkteam

SetWorkteamArn sets the WorkteamArn field's value.

func (SubscribedWorkteam) String added in v1.15.86 

func (s SubscribedWorkteam) String() string

String returns the string representation

type SuggestionQuery added in v1.15.86 

type SuggestionQuery struct {

	// Defines a property name hint. Only property names that match the specified
	// hint are included in the response.
	PropertyNameQuery *PropertyNameQuery `type:"structure"`
	// contains filtered or unexported fields
}

Limits the property names that are included in the response.

func (SuggestionQuery) GoString added in v1.15.86 

func (s SuggestionQuery) GoString() string

GoString returns the string representation

func (*SuggestionQuery) SetPropertyNameQuery added in v1.15.86 

func (s *SuggestionQuery) SetPropertyNameQuery(v *PropertyNameQuery) *SuggestionQuery

SetPropertyNameQuery sets the PropertyNameQuery field's value.

func (SuggestionQuery) String added in v1.15.86 

func (s SuggestionQuery) String() string

String returns the string representation

func (*SuggestionQuery) Validate added in v1.15.86 

func (s *SuggestionQuery) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type Tag 

type Tag struct {

	// The tag key.
	//
	// Key is a required field
	Key *string `min:"1" type:"string" required:"true"`

	// The tag value.
	//
	// Value is a required field
	Value *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes a tag.

func (Tag) GoString 

func (s Tag) GoString() string

GoString returns the string representation

func (*Tag) SetKey 

func (s *Tag) SetKey(v string) *Tag

SetKey sets the Key field's value.

func (*Tag) SetValue 

func (s *Tag) SetValue(v string) *Tag

SetValue sets the Value field's value.

func (Tag) String 

func (s Tag) String() string

String returns the string representation

func (*Tag) Validate 

func (s *Tag) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TrainingJob added in v1.15.86 

type TrainingJob struct {

	// Information about the algorithm used for training, and algorithm metadata.
	AlgorithmSpecification *AlgorithmSpecification `type:"structure"`

	// A timestamp that indicates when the training job was created.
	CreationTime *time.Time `type:"timestamp"`

	// If the TrainingJob was created with network isolation, the value is set to
	// true. If network isolation is enabled, nodes can't communicate beyond the
	// VPC they run in.
	EnableNetworkIsolation *bool `type:"boolean"`

	// If the training job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// A list of final metric values that are set when the Training Job completes.
	// Used only if the training job was configured to use metrics.
	FinalMetricDataList []*MetricData `type:"list"`

	// Algorithm-specific parameters.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects that describes each data input channel.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// The Amazon Resource Name (ARN) of the labeling job.
	LabelingJobArn *string `type:"string"`

	// A timestamp that indicates when the status of the training job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Information about the Amazon S3 location that is configured for storing model
	// artifacts.
	ModelArtifacts *ModelArtifacts `type:"structure"`

	// The S3 path where model artifacts that you configured when creating the job
	// are stored. Amazon SageMaker creates subfolders for model artifacts.
	OutputDataConfig *OutputDataConfig `type:"structure"`

	// Resources, including ML compute instances and ML storage volumes, that are
	// configured for model training.
	ResourceConfig *ResourceConfig `type:"structure"`

	// The AWS Identity and Access Management (IAM) role configured for the training
	// job.
	RoleArn *string `min:"20" type:"string"`

	// Provides detailed information about the state of the training job. For detailed
	// information about the secondary status of the training job, see StatusMessage
	// under SecondaryStatusTransition.
	//
	// Amazon SageMaker provides primary statuses and secondary statuses that apply
	// to each of them:
	//
	// InProgressStarting - Starting the training job.
	//
	// Downloading - An optional stage for algorithms that support File training
	// input mode. It indicates that data is being downloaded to the ML storage
	// volumes.
	//
	// Training - Training is in progress.
	//
	// Uploading - Training is complete and the model artifacts are being uploaded
	// to the S3 location.
	//
	// CompletedCompleted - The training job has completed.
	//
	// FailedFailed - The training job has failed. The reason for the failure is
	// returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// StoppedMaxRuntimeExceeded - The job stopped because it exceeded the maximum
	// allowed runtime.
	//
	// Stopped - The training job has stopped.
	//
	// StoppingStopping - Stopping the training job.
	//
	// Valid values for SecondaryStatus are subject to change.
	//
	// We no longer support the following secondary statuses:
	//
	//    * LaunchingMLInstances
	//
	//    * PreparingTrainingStack
	//
	//    * DownloadingTrainingImage
	SecondaryStatus *string `type:"string" enum:"SecondaryStatus"`

	// A history of all of the secondary statuses that the training job has transitioned
	// through.
	SecondaryStatusTransitions []*SecondaryStatusTransition `type:"list"`

	// The condition under which to stop the training job.
	StoppingCondition *StoppingCondition `type:"structure"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (http://docs.aws.amazon.com/awsaccountbilling/latest/aboutv2/cost-alloc-tags.html#allocation-what)
	// in the AWS Billing and Cost Management User Guide.
	Tags []*Tag `type:"list"`

	// Indicates the time when the training job ends on training instances. You
	// are billed for the time interval between the value of TrainingStartTime and
	// this time. For successful jobs and stopped jobs, this is the time after model
	// artifacts are uploaded. For failed jobs, this is the time when Amazon SageMaker
	// detects a job failure.
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	TrainingJobArn *string `type:"string"`

	// The name of the training job.
	TrainingJobName *string `min:"1" type:"string"`

	// The status of the training job.
	//
	// Training job statuses are:
	//
	//    * InProgress - The training is in progress.
	//
	//    * Completed - The training job has completed.
	//
	//    * Failed - The training job has failed. To see the reason for the failure,
	//    see the FailureReason field in the response to a DescribeTrainingJobResponse
	//    call.
	//
	//    * Stopping - The training job is stopping.
	//
	//    * Stopped - The training job has stopped.
	//
	// For more detailed information, see SecondaryStatus.
	TrainingJobStatus *string `type:"string" enum:"TrainingJobStatus"`

	// Indicates the time when the training job starts on training instances. You
	// are billed for the time interval between this time and the value of TrainingEndTime.
	// The start time in CloudWatch Logs might be later than this time. The difference
	// is due to the time it takes to download the training data and to the size
	// of the training container.
	TrainingStartTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the associated hyperparameter tuning job
	// if the training job was launched by a hyperparameter tuning job.
	TuningJobArn *string `type:"string"`

	// A VpcConfig object that specifies the VPC that this training job has access
	// to. For more information, see Protect Training Jobs by Using an Amazon Virtual
	// Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

Contains information about a training job.

func (TrainingJob) GoString added in v1.15.86 

func (s TrainingJob) GoString() string

GoString returns the string representation

func (*TrainingJob) SetAlgorithmSpecification added in v1.15.86 

func (s *TrainingJob) SetAlgorithmSpecification(v *AlgorithmSpecification) *TrainingJob

SetAlgorithmSpecification sets the AlgorithmSpecification field's value.

func (*TrainingJob) SetCreationTime added in v1.15.86 

func (s *TrainingJob) SetCreationTime(v time.Time) *TrainingJob

SetCreationTime sets the CreationTime field's value.

func (*TrainingJob) SetEnableNetworkIsolation added in v1.15.86 

func (s *TrainingJob) SetEnableNetworkIsolation(v bool) *TrainingJob

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*TrainingJob) SetFailureReason added in v1.15.86 

func (s *TrainingJob) SetFailureReason(v string) *TrainingJob

SetFailureReason sets the FailureReason field's value.

func (*TrainingJob) SetFinalMetricDataList added in v1.15.86 

func (s *TrainingJob) SetFinalMetricDataList(v []*MetricData) *TrainingJob

SetFinalMetricDataList sets the FinalMetricDataList field's value.

func (*TrainingJob) SetHyperParameters added in v1.15.86 

func (s *TrainingJob) SetHyperParameters(v map[string]*string) *TrainingJob

SetHyperParameters sets the HyperParameters field's value.

func (*TrainingJob) SetInputDataConfig added in v1.15.86 

func (s *TrainingJob) SetInputDataConfig(v []*Channel) *TrainingJob

SetInputDataConfig sets the InputDataConfig field's value.

func (*TrainingJob) SetLabelingJobArn added in v1.15.86 

func (s *TrainingJob) SetLabelingJobArn(v string) *TrainingJob

SetLabelingJobArn sets the LabelingJobArn field's value.

func (*TrainingJob) SetLastModifiedTime added in v1.15.86 

func (s *TrainingJob) SetLastModifiedTime(v time.Time) *TrainingJob

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TrainingJob) SetModelArtifacts added in v1.15.86 

func (s *TrainingJob) SetModelArtifacts(v *ModelArtifacts) *TrainingJob

SetModelArtifacts sets the ModelArtifacts field's value.

func (*TrainingJob) SetOutputDataConfig added in v1.15.86 

func (s *TrainingJob) SetOutputDataConfig(v *OutputDataConfig) *TrainingJob

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*TrainingJob) SetResourceConfig added in v1.15.86 

func (s *TrainingJob) SetResourceConfig(v *ResourceConfig) *TrainingJob

SetResourceConfig sets the ResourceConfig field's value.

func (*TrainingJob) SetRoleArn added in v1.15.86 

func (s *TrainingJob) SetRoleArn(v string) *TrainingJob

SetRoleArn sets the RoleArn field's value.

func (*TrainingJob) SetSecondaryStatus added in v1.15.86 

func (s *TrainingJob) SetSecondaryStatus(v string) *TrainingJob

SetSecondaryStatus sets the SecondaryStatus field's value.

func (*TrainingJob) SetSecondaryStatusTransitions added in v1.15.86 

func (s *TrainingJob) SetSecondaryStatusTransitions(v []*SecondaryStatusTransition) *TrainingJob

SetSecondaryStatusTransitions sets the SecondaryStatusTransitions field's value.

func (*TrainingJob) SetStoppingCondition added in v1.15.86 

func (s *TrainingJob) SetStoppingCondition(v *StoppingCondition) *TrainingJob

SetStoppingCondition sets the StoppingCondition field's value.

func (*TrainingJob) SetTags added in v1.15.86 

func (s *TrainingJob) SetTags(v []*Tag) *TrainingJob

SetTags sets the Tags field's value.

func (*TrainingJob) SetTrainingEndTime added in v1.15.86 

func (s *TrainingJob) SetTrainingEndTime(v time.Time) *TrainingJob

SetTrainingEndTime sets the TrainingEndTime field's value.

func (*TrainingJob) SetTrainingJobArn added in v1.15.86 

func (s *TrainingJob) SetTrainingJobArn(v string) *TrainingJob

SetTrainingJobArn sets the TrainingJobArn field's value.

func (*TrainingJob) SetTrainingJobName added in v1.15.86 

func (s *TrainingJob) SetTrainingJobName(v string) *TrainingJob

SetTrainingJobName sets the TrainingJobName field's value.

func (*TrainingJob) SetTrainingJobStatus added in v1.15.86 

func (s *TrainingJob) SetTrainingJobStatus(v string) *TrainingJob

SetTrainingJobStatus sets the TrainingJobStatus field's value.

func (*TrainingJob) SetTrainingStartTime added in v1.15.86 

func (s *TrainingJob) SetTrainingStartTime(v time.Time) *TrainingJob

SetTrainingStartTime sets the TrainingStartTime field's value.

func (*TrainingJob) SetTuningJobArn added in v1.15.86 

func (s *TrainingJob) SetTuningJobArn(v string) *TrainingJob

SetTuningJobArn sets the TuningJobArn field's value.

func (*TrainingJob) SetVpcConfig added in v1.15.86 

func (s *TrainingJob) SetVpcConfig(v *VpcConfig) *TrainingJob

SetVpcConfig sets the VpcConfig field's value.

func (TrainingJob) String added in v1.15.86 

func (s TrainingJob) String() string

String returns the string representation

type TrainingJobDefinition added in v1.15.86 

type TrainingJobDefinition struct {

	// The hyperparameters used for the training job.
	HyperParameters map[string]*string `type:"map"`

	// An array of Channel objects, each of which specifies an input source.
	//
	// InputDataConfig is a required field
	InputDataConfig []*Channel `min:"1" type:"list" required:"true"`

	// the path to the S3 bucket where you want to store model artifacts. Amazon
	// SageMaker creates subfolders for the artifacts.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *OutputDataConfig `type:"structure" required:"true"`

	// The resources, including the ML compute instances and ML storage volumes,
	// to use for model training.
	//
	// ResourceConfig is a required field
	ResourceConfig *ResourceConfig `type:"structure" required:"true"`

	// Sets a duration for training. Use this parameter to cap model training costs.
	//
	// To stop a job, Amazon SageMaker sends the algorithm the SIGTERM signal, which
	// delays job termination for 120 seconds. Algorithms might use this 120-second
	// window to save the model artifacts.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// The input mode used by the algorithm for the training job. For the input
	// modes that Amazon SageMaker algorithms support, see Algorithms (http://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	//
	// If an algorithm supports the File input mode, Amazon SageMaker downloads
	// the training data from S3 to the provisioned ML storage Volume, and mounts
	// the directory to docker volume for training container. If an algorithm supports
	// the Pipe input mode, Amazon SageMaker streams data directly from S3 to the
	// container.
	//
	// TrainingInputMode is a required field
	TrainingInputMode *string `type:"string" required:"true" enum:"TrainingInputMode"`
	// contains filtered or unexported fields
}

Defines the input needed to run a training job using the algorithm.

func (TrainingJobDefinition) GoString added in v1.15.86 

func (s TrainingJobDefinition) GoString() string

GoString returns the string representation

func (*TrainingJobDefinition) SetHyperParameters added in v1.15.86 

func (s *TrainingJobDefinition) SetHyperParameters(v map[string]*string) *TrainingJobDefinition

SetHyperParameters sets the HyperParameters field's value.

func (*TrainingJobDefinition) SetInputDataConfig added in v1.15.86 

func (s *TrainingJobDefinition) SetInputDataConfig(v []*Channel) *TrainingJobDefinition

SetInputDataConfig sets the InputDataConfig field's value.

func (*TrainingJobDefinition) SetOutputDataConfig added in v1.15.86 

func (s *TrainingJobDefinition) SetOutputDataConfig(v *OutputDataConfig) *TrainingJobDefinition

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*TrainingJobDefinition) SetResourceConfig added in v1.15.86 

func (s *TrainingJobDefinition) SetResourceConfig(v *ResourceConfig) *TrainingJobDefinition

SetResourceConfig sets the ResourceConfig field's value.

func (*TrainingJobDefinition) SetStoppingCondition added in v1.15.86 

func (s *TrainingJobDefinition) SetStoppingCondition(v *StoppingCondition) *TrainingJobDefinition

SetStoppingCondition sets the StoppingCondition field's value.

func (*TrainingJobDefinition) SetTrainingInputMode added in v1.15.86 

func (s *TrainingJobDefinition) SetTrainingInputMode(v string) *TrainingJobDefinition

SetTrainingInputMode sets the TrainingInputMode field's value.

func (TrainingJobDefinition) String added in v1.15.86 

func (s TrainingJobDefinition) String() string

String returns the string representation

func (*TrainingJobDefinition) Validate added in v1.15.86 

func (s *TrainingJobDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TrainingJobStatusCounters added in v1.14.0 

type TrainingJobStatusCounters struct {

	// The number of completed training jobs launched by the hyperparameter tuning
	// job.
	Completed *int64 `type:"integer"`

	// The number of in-progress training jobs launched by a hyperparameter tuning
	// job.
	InProgress *int64 `type:"integer"`

	// 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.
	NonRetryableError *int64 `type:"integer"`

	// 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.
	RetryableError *int64 `type:"integer"`

	// The number of training jobs launched by a hyperparameter tuning job that
	// were manually stopped.
	Stopped *int64 `type:"integer"`
	// contains filtered or unexported fields
}

The numbers of training jobs launched by a hyperparameter tuning job, categorized by status.

func (TrainingJobStatusCounters) GoString added in v1.14.0 

func (s TrainingJobStatusCounters) GoString() string

GoString returns the string representation

func (*TrainingJobStatusCounters) SetCompleted added in v1.14.0 

func (s *TrainingJobStatusCounters) SetCompleted(v int64) *TrainingJobStatusCounters

SetCompleted sets the Completed field's value.

func (*TrainingJobStatusCounters) SetInProgress added in v1.14.0 

func (s *TrainingJobStatusCounters) SetInProgress(v int64) *TrainingJobStatusCounters

SetInProgress sets the InProgress field's value.

func (*TrainingJobStatusCounters) SetNonRetryableError added in v1.14.0 

func (s *TrainingJobStatusCounters) SetNonRetryableError(v int64) *TrainingJobStatusCounters

SetNonRetryableError sets the NonRetryableError field's value.

func (*TrainingJobStatusCounters) SetRetryableError added in v1.14.0 

func (s *TrainingJobStatusCounters) SetRetryableError(v int64) *TrainingJobStatusCounters

SetRetryableError sets the RetryableError field's value.

func (*TrainingJobStatusCounters) SetStopped added in v1.14.0 

func (s *TrainingJobStatusCounters) SetStopped(v int64) *TrainingJobStatusCounters

SetStopped sets the Stopped field's value.

func (TrainingJobStatusCounters) String added in v1.14.0 

func (s TrainingJobStatusCounters) String() string

String returns the string representation

type TrainingJobSummary 

type TrainingJobSummary struct {

	// A timestamp that shows when the training job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Timestamp when the training job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// A timestamp that shows when the training job ended. This field is set only
	// if the training job has one of the terminal statuses (Completed, Failed,
	// or Stopped).
	TrainingEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the training job.
	//
	// TrainingJobArn is a required field
	TrainingJobArn *string `type:"string" required:"true"`

	// The name of the training job that you want a summary for.
	//
	// TrainingJobName is a required field
	TrainingJobName *string `min:"1" type:"string" required:"true"`

	// The status of the training job.
	//
	// TrainingJobStatus is a required field
	TrainingJobStatus *string `type:"string" required:"true" enum:"TrainingJobStatus"`
	// contains filtered or unexported fields
}

Provides summary information about a training job.

func (TrainingJobSummary) GoString 

func (s TrainingJobSummary) GoString() string

GoString returns the string representation

func (*TrainingJobSummary) SetCreationTime 

func (s *TrainingJobSummary) SetCreationTime(v time.Time) *TrainingJobSummary

SetCreationTime sets the CreationTime field's value.

func (*TrainingJobSummary) SetLastModifiedTime 

func (s *TrainingJobSummary) SetLastModifiedTime(v time.Time) *TrainingJobSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TrainingJobSummary) SetTrainingEndTime 

func (s *TrainingJobSummary) SetTrainingEndTime(v time.Time) *TrainingJobSummary

SetTrainingEndTime sets the TrainingEndTime field's value.

func (*TrainingJobSummary) SetTrainingJobArn 

func (s *TrainingJobSummary) SetTrainingJobArn(v string) *TrainingJobSummary

SetTrainingJobArn sets the TrainingJobArn field's value.

func (*TrainingJobSummary) SetTrainingJobName 

func (s *TrainingJobSummary) SetTrainingJobName(v string) *TrainingJobSummary

SetTrainingJobName sets the TrainingJobName field's value.

func (*TrainingJobSummary) SetTrainingJobStatus 

func (s *TrainingJobSummary) SetTrainingJobStatus(v string) *TrainingJobSummary

SetTrainingJobStatus sets the TrainingJobStatus field's value.

func (TrainingJobSummary) String 

func (s TrainingJobSummary) String() string

String returns the string representation

type TrainingSpecification added in v1.15.86 

type TrainingSpecification struct {

	// A list of MetricDefinition objects, which are used for parsing metrics generated
	// by the algorithm.
	MetricDefinitions []*MetricDefinition `type:"list"`

	// A list of the HyperParameterSpecification objects, that define the supported
	// hyperparameters. This is required if the algorithm supports automatic model
	// tuning.>
	SupportedHyperParameters []*HyperParameterSpecification `type:"list"`

	// A list of the instance types that this algorithm can use for training.
	//
	// SupportedTrainingInstanceTypes is a required field
	SupportedTrainingInstanceTypes []*string `type:"list" required:"true"`

	// A list of the metrics that the alogorithm emits that can be used as the objective
	// metric in a hyperparameter tuning job.
	SupportedTuningJobObjectiveMetrics []*HyperParameterTuningJobObjective `type:"list"`

	// Indicates whether the algorithm supports distributed training. If set to
	// false, buyers can’t request more than one instance during training.
	SupportsDistributedTraining *bool `type:"boolean"`

	// A list of ChannelSpecification objects, which specify the input sources to
	// be used by the algorithm.
	//
	// TrainingChannels is a required field
	TrainingChannels []*ChannelSpecification `min:"1" type:"list" required:"true"`

	// The Amazon Amazon ECR registry path of the Docker image that contains the
	// training algorithm.
	//
	// TrainingImage is a required field
	TrainingImage *string `type:"string" required:"true"`

	// An MD5 hash of the training algorithm that identifies the Docker image used
	// for training.
	TrainingImageDigest *string `type:"string"`
	// contains filtered or unexported fields
}

Defines how the algorithm is used for a training job.

func (TrainingSpecification) GoString added in v1.15.86 

func (s TrainingSpecification) GoString() string

GoString returns the string representation

func (*TrainingSpecification) SetMetricDefinitions added in v1.15.86 

func (s *TrainingSpecification) SetMetricDefinitions(v []*MetricDefinition) *TrainingSpecification

SetMetricDefinitions sets the MetricDefinitions field's value.

func (*TrainingSpecification) SetSupportedHyperParameters added in v1.15.86 

func (s *TrainingSpecification) SetSupportedHyperParameters(v []*HyperParameterSpecification) *TrainingSpecification

SetSupportedHyperParameters sets the SupportedHyperParameters field's value.

func (*TrainingSpecification) SetSupportedTrainingInstanceTypes added in v1.15.86 

func (s *TrainingSpecification) SetSupportedTrainingInstanceTypes(v []*string) *TrainingSpecification

SetSupportedTrainingInstanceTypes sets the SupportedTrainingInstanceTypes field's value.

func (*TrainingSpecification) SetSupportedTuningJobObjectiveMetrics added in v1.15.86 

func (s *TrainingSpecification) SetSupportedTuningJobObjectiveMetrics(v []*HyperParameterTuningJobObjective) *TrainingSpecification

SetSupportedTuningJobObjectiveMetrics sets the SupportedTuningJobObjectiveMetrics field's value.

func (*TrainingSpecification) SetSupportsDistributedTraining added in v1.15.86 

func (s *TrainingSpecification) SetSupportsDistributedTraining(v bool) *TrainingSpecification

SetSupportsDistributedTraining sets the SupportsDistributedTraining field's value.

func (*TrainingSpecification) SetTrainingChannels added in v1.15.86 

func (s *TrainingSpecification) SetTrainingChannels(v []*ChannelSpecification) *TrainingSpecification

SetTrainingChannels sets the TrainingChannels field's value.

func (*TrainingSpecification) SetTrainingImage added in v1.15.86 

func (s *TrainingSpecification) SetTrainingImage(v string) *TrainingSpecification

SetTrainingImage sets the TrainingImage field's value.

func (*TrainingSpecification) SetTrainingImageDigest added in v1.15.86 

func (s *TrainingSpecification) SetTrainingImageDigest(v string) *TrainingSpecification

SetTrainingImageDigest sets the TrainingImageDigest field's value.

func (TrainingSpecification) String added in v1.15.86 

func (s TrainingSpecification) String() string

String returns the string representation

func (*TrainingSpecification) Validate added in v1.15.86 

func (s *TrainingSpecification) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TransformDataSource added in v1.14.28 

type TransformDataSource struct {

	// The S3 location of the data source that is associated with a channel.
	//
	// S3DataSource is a required field
	S3DataSource *TransformS3DataSource `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Describes the location of the channel data.

func (TransformDataSource) GoString added in v1.14.28 

func (s TransformDataSource) GoString() string

GoString returns the string representation

func (*TransformDataSource) SetS3DataSource added in v1.14.28 

func (s *TransformDataSource) SetS3DataSource(v *TransformS3DataSource) *TransformDataSource

SetS3DataSource sets the S3DataSource field's value.

func (TransformDataSource) String added in v1.14.28 

func (s TransformDataSource) String() string

String returns the string representation

func (*TransformDataSource) Validate added in v1.14.28 

func (s *TransformDataSource) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TransformInput added in v1.14.28 

type TransformInput struct {

	// Compressing data helps save on storage space. If your transform data is compressed,
	// specify the compression type. Amazon SageMaker automatically decompresses
	// the data for the transform job accordingly. The default value is None.
	CompressionType *string `type:"string" enum:"CompressionType"`

	// The multipurpose internet mail extension (MIME) type of the data. Amazon
	// SageMaker uses the MIME type with each http call to transfer data to the
	// transform job.
	ContentType *string `type:"string"`

	// Describes the location of the channel data, meaning the S3 location of the
	// input data that the model can consume.
	//
	// DataSource is a required field
	DataSource *TransformDataSource `type:"structure" required:"true"`

	// The method to use to split the transform job's data into smaller batches.
	// The default value is None. If you don't want to split the data, specify None.
	// If you want to split records on a newline character boundary, specify Line.
	// To split records according to the RecordIO format, specify RecordIO.
	//
	// Amazon SageMaker will send maximum number of records per batch in each request
	// up to the MaxPayloadInMB limit. For more information, see RecordIO data format
	// (http://mxnet.io/architecture/note_data_loading.html#data-format).
	//
	// For information about the RecordIO format, see Data Format (http://mxnet.io/architecture/note_data_loading.html#data-format).
	SplitType *string `type:"string" enum:"SplitType"`
	// contains filtered or unexported fields
}

Describes the input source of a transform job and the way the transform job consumes it.

func (TransformInput) GoString added in v1.14.28 

func (s TransformInput) GoString() string

GoString returns the string representation

func (*TransformInput) SetCompressionType added in v1.14.28 

func (s *TransformInput) SetCompressionType(v string) *TransformInput

SetCompressionType sets the CompressionType field's value.

func (*TransformInput) SetContentType added in v1.14.28 

func (s *TransformInput) SetContentType(v string) *TransformInput

SetContentType sets the ContentType field's value.

func (*TransformInput) SetDataSource added in v1.14.28 

func (s *TransformInput) SetDataSource(v *TransformDataSource) *TransformInput

SetDataSource sets the DataSource field's value.

func (*TransformInput) SetSplitType added in v1.14.28 

func (s *TransformInput) SetSplitType(v string) *TransformInput

SetSplitType sets the SplitType field's value.

func (TransformInput) String added in v1.14.28 

func (s TransformInput) String() string

String returns the string representation

func (*TransformInput) Validate added in v1.14.28 

func (s *TransformInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TransformJobDefinition added in v1.15.86 

type TransformJobDefinition struct {

	// A string that determines the number of records included in a single mini-batch.
	//
	// SingleRecord means only one record is used per mini-batch. MultiRecord means
	// a mini-batch is set to contain as many records that can fit within the MaxPayloadInMB
	// limit.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// The environment variables to set in the Docker container. We support up to
	// 16 key and values entries in the map.
	Environment map[string]*string `type:"map"`

	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. The default value is 1.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum payload size allowed, in MB. A payload is the data portion of
	// a record (without metadata).
	MaxPayloadInMB *int64 `type:"integer"`

	// A description of the input source and the way the transform job consumes
	// it.
	//
	// TransformInput is a required field
	TransformInput *TransformInput `type:"structure" required:"true"`

	// Identifies the Amazon S3 location where you want Amazon SageMaker to save
	// the results from the transform job.
	//
	// TransformOutput is a required field
	TransformOutput *TransformOutput `type:"structure" required:"true"`

	// Identifies the ML compute instances for the transform job.
	//
	// TransformResources is a required field
	TransformResources *TransformResources `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Defines the input needed to run a transform job using the inference specification specified in the algorithm.

func (TransformJobDefinition) GoString added in v1.15.86 

func (s TransformJobDefinition) GoString() string

GoString returns the string representation

func (*TransformJobDefinition) SetBatchStrategy added in v1.15.86 

func (s *TransformJobDefinition) SetBatchStrategy(v string) *TransformJobDefinition

SetBatchStrategy sets the BatchStrategy field's value.

func (*TransformJobDefinition) SetEnvironment added in v1.15.86 

func (s *TransformJobDefinition) SetEnvironment(v map[string]*string) *TransformJobDefinition

SetEnvironment sets the Environment field's value.

func (*TransformJobDefinition) SetMaxConcurrentTransforms added in v1.15.86 

func (s *TransformJobDefinition) SetMaxConcurrentTransforms(v int64) *TransformJobDefinition

SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.

func (*TransformJobDefinition) SetMaxPayloadInMB added in v1.15.86 

func (s *TransformJobDefinition) SetMaxPayloadInMB(v int64) *TransformJobDefinition

SetMaxPayloadInMB sets the MaxPayloadInMB field's value.

func (*TransformJobDefinition) SetTransformInput added in v1.15.86 

func (s *TransformJobDefinition) SetTransformInput(v *TransformInput) *TransformJobDefinition

SetTransformInput sets the TransformInput field's value.

func (*TransformJobDefinition) SetTransformOutput added in v1.15.86 

func (s *TransformJobDefinition) SetTransformOutput(v *TransformOutput) *TransformJobDefinition

SetTransformOutput sets the TransformOutput field's value.

func (*TransformJobDefinition) SetTransformResources added in v1.15.86 

func (s *TransformJobDefinition) SetTransformResources(v *TransformResources) *TransformJobDefinition

SetTransformResources sets the TransformResources field's value.

func (TransformJobDefinition) String added in v1.15.86 

func (s TransformJobDefinition) String() string

String returns the string representation

func (*TransformJobDefinition) Validate added in v1.15.86 

func (s *TransformJobDefinition) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TransformJobSummary added in v1.14.28 

type TransformJobSummary struct {

	// A timestamp that shows when the transform Job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// If the transform job failed, the reason it failed.
	FailureReason *string `type:"string"`

	// Indicates when the transform job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// Indicates when the transform job ends on compute instances. For successful
	// jobs and stopped jobs, this is the exact time recorded after the results
	// are uploaded. For failed jobs, this is when Amazon SageMaker detected that
	// the job failed.
	TransformEndTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the transform job.
	//
	// TransformJobArn is a required field
	TransformJobArn *string `type:"string" required:"true"`

	// The name of the transform job.
	//
	// TransformJobName is a required field
	TransformJobName *string `min:"1" type:"string" required:"true"`

	// The status of the transform job.
	//
	// TransformJobStatus is a required field
	TransformJobStatus *string `type:"string" required:"true" enum:"TransformJobStatus"`
	// contains filtered or unexported fields
}

Provides a summary of a transform job. Multiple TransformJobSummary objects are returned as a list after calling ListTransformJobs.

func (TransformJobSummary) GoString added in v1.14.28 

func (s TransformJobSummary) GoString() string

GoString returns the string representation

func (*TransformJobSummary) SetCreationTime added in v1.14.28 

func (s *TransformJobSummary) SetCreationTime(v time.Time) *TransformJobSummary

SetCreationTime sets the CreationTime field's value.

func (*TransformJobSummary) SetFailureReason added in v1.14.28 

func (s *TransformJobSummary) SetFailureReason(v string) *TransformJobSummary

SetFailureReason sets the FailureReason field's value.

func (*TransformJobSummary) SetLastModifiedTime added in v1.14.28 

func (s *TransformJobSummary) SetLastModifiedTime(v time.Time) *TransformJobSummary

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TransformJobSummary) SetTransformEndTime added in v1.14.28 

func (s *TransformJobSummary) SetTransformEndTime(v time.Time) *TransformJobSummary

SetTransformEndTime sets the TransformEndTime field's value.

func (*TransformJobSummary) SetTransformJobArn added in v1.14.28 

func (s *TransformJobSummary) SetTransformJobArn(v string) *TransformJobSummary

SetTransformJobArn sets the TransformJobArn field's value.

func (*TransformJobSummary) SetTransformJobName added in v1.14.28 

func (s *TransformJobSummary) SetTransformJobName(v string) *TransformJobSummary

SetTransformJobName sets the TransformJobName field's value.

func (*TransformJobSummary) SetTransformJobStatus added in v1.14.28 

func (s *TransformJobSummary) SetTransformJobStatus(v string) *TransformJobSummary

SetTransformJobStatus sets the TransformJobStatus field's value.

func (TransformJobSummary) String added in v1.14.28 

func (s TransformJobSummary) String() string

String returns the string representation

type TransformOutput added in v1.14.28 

type TransformOutput struct {

	// The MIME type used to specify the output data. Amazon SageMaker uses the
	// MIME type with each http call to transfer data from the transform job.
	Accept *string `type:"string"`

	// Defines how to assemble the results of the transform job as a single S3 object.
	// You should select a format that is most convenient to you. To concatenate
	// the results in binary format, specify None. To add a newline character at
	// the end of every transformed record, specify Line.
	AssembleWith *string `type:"string" enum:"AssemblyType"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt the model artifacts at rest using Amazon S3 server-side encryption.
	// The KmsKeyId can be any of the following formats:
	//
	//    * // KMS Key ID
	//
	// "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * // Amazon Resource Name (ARN) of a KMS Key
	//
	// "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * // KMS Key Alias
	//
	// "alias/ExampleAlias"
	//
	//    * // Amazon Resource Name (ARN) of a KMS Key Alias
	//
	// "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"
	//
	// If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS
	// key for Amazon S3 for your role's account. For more information, see KMS-Managed
	// Encryption Keys (https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingKMSEncryption.html)
	// in the Amazon Simple Storage Service Developer Guide.
	//
	// The KMS key policy must grant permission to the IAM role that you specify
	// in your CreateTramsformJob request. For more information, see Using Key Policies
	// in AWS KMS (http://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	// in the AWS Key Management Service Developer Guide.
	KmsKeyId *string `type:"string"`

	// The Amazon S3 path where you want Amazon SageMaker to store the results of
	// the transform job. For example, s3://bucket-name/key-name-prefix.
	//
	// For every S3 object used as input for the transform job, the transformed
	// data is stored in a corresponding subfolder in the location under the output
	// prefix. For example, the input data s3://bucket-name/input-name-prefix/dataset01/data.csv
	// will have the transformed data stored at s3://bucket-name/key-name-prefix/dataset01/,
	// based on the original name, as a series of .part files (.part0001, part0002,
	// etc).
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes the results of a transform job output.

func (TransformOutput) GoString added in v1.14.28 

func (s TransformOutput) GoString() string

GoString returns the string representation

func (*TransformOutput) SetAccept added in v1.14.28 

func (s *TransformOutput) SetAccept(v string) *TransformOutput

SetAccept sets the Accept field's value.

func (*TransformOutput) SetAssembleWith added in v1.14.28 

func (s *TransformOutput) SetAssembleWith(v string) *TransformOutput

SetAssembleWith sets the AssembleWith field's value.

func (*TransformOutput) SetKmsKeyId added in v1.14.28 

func (s *TransformOutput) SetKmsKeyId(v string) *TransformOutput

SetKmsKeyId sets the KmsKeyId field's value.

func (*TransformOutput) SetS3OutputPath added in v1.14.28 

func (s *TransformOutput) SetS3OutputPath(v string) *TransformOutput

SetS3OutputPath sets the S3OutputPath field's value.

func (TransformOutput) String added in v1.14.28 

func (s TransformOutput) String() string

String returns the string representation

func (*TransformOutput) Validate added in v1.14.28 

func (s *TransformOutput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TransformResources added in v1.14.28 

type TransformResources struct {

	// The number of ML compute instances to use in the transform job. For distributed
	// transform, provide a value greater than 1. The default value is 1.
	//
	// InstanceCount is a required field
	InstanceCount *int64 `min:"1" type:"integer" required:"true"`

	// The ML compute instance type for the transform job. For using built-in algorithms
	// to transform moderately sized datasets, ml.m4.xlarge or ml.m5.large should
	// suffice. There is no default value for InstanceType.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"TransformInstanceType"`

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt data on the storage volume attached to the ML compute instance(s)
	// that run the batch transform job. The VolumeKmsKeyId can be any of the following
	// formats:
	//
	//    * // KMS Key ID
	//
	// "1234abcd-12ab-34cd-56ef-1234567890ab"
	//
	//    * // Amazon Resource Name (ARN) of a KMS Key
	//
	// "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
	VolumeKmsKeyId *string `type:"string"`
	// contains filtered or unexported fields
}

Describes the resources, including ML instance types and ML instance count, to use for transform job.

func (TransformResources) GoString added in v1.14.28 

func (s TransformResources) GoString() string

GoString returns the string representation

func (*TransformResources) SetInstanceCount added in v1.14.28 

func (s *TransformResources) SetInstanceCount(v int64) *TransformResources

SetInstanceCount sets the InstanceCount field's value.

func (*TransformResources) SetInstanceType added in v1.14.28 

func (s *TransformResources) SetInstanceType(v string) *TransformResources

SetInstanceType sets the InstanceType field's value.

func (*TransformResources) SetVolumeKmsKeyId added in v1.15.25 

func (s *TransformResources) SetVolumeKmsKeyId(v string) *TransformResources

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (TransformResources) String added in v1.14.28 

func (s TransformResources) String() string

String returns the string representation

func (*TransformResources) Validate added in v1.14.28 

func (s *TransformResources) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type TransformS3DataSource added in v1.14.28 

type TransformS3DataSource struct {

	// If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker
	// uses all objects with the specified key name prefix for batch transform.
	//
	// If you choose ManifestFile, S3Uri identifies an object that is a manifest
	// file containing a list of object keys that you want Amazon SageMaker to use
	// for batch transform.
	//
	// S3DataType is a required field
	S3DataType *string `type:"string" required:"true" enum:"S3DataType"`

	// Depending on the value specified for the S3DataType, identifies either a
	// key name prefix or a manifest. For example:
	//
	//    *  A key name prefix might look like this: s3://bucketname/exampleprefix.
	//
	//
	//    *  A manifest might look like this: s3://bucketname/example.manifest
	//
	//  The manifest is an S3 object which is a JSON file with the following format:
	//
	//
	// [
	//
	//  {"prefix": "s3://customer_bucket/some/prefix/"},
	//
	//  "relative/path/to/custdata-1",
	//
	//  "relative/path/custdata-2",
	//
	//  ...
	//
	//  ]
	//
	//  The preceding JSON matches the following S3Uris:
	//
	// s3://customer_bucket/some/prefix/relative/path/to/custdata-1
	//
	// s3://customer_bucket/some/prefix/relative/path/custdata-1
	//
	// ...
	//
	//  The complete set of S3Uris in this manifest constitutes the input data for
	//    the channel for this datasource. The object that each S3Uris points to
	//    must be readable by the IAM role that Amazon SageMaker uses to perform
	//    tasks on your behalf.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes the S3 data source.

func (TransformS3DataSource) GoString added in v1.14.28 

func (s TransformS3DataSource) GoString() string

GoString returns the string representation

func (*TransformS3DataSource) SetS3DataType added in v1.14.28 

func (s *TransformS3DataSource) SetS3DataType(v string) *TransformS3DataSource

SetS3DataType sets the S3DataType field's value.

func (*TransformS3DataSource) SetS3Uri added in v1.14.28 

func (s *TransformS3DataSource) SetS3Uri(v string) *TransformS3DataSource

SetS3Uri sets the S3Uri field's value.

func (TransformS3DataSource) String added in v1.14.28 

func (s TransformS3DataSource) String() string

String returns the string representation

func (*TransformS3DataSource) Validate added in v1.14.28 

func (s *TransformS3DataSource) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type USD added in v1.15.86 

type USD struct {

	// The fractional portion, in cents, of the amount.
	Cents *int64 `type:"integer"`

	// The whole number of dollars in the amount.
	Dollars *int64 `type:"integer"`

	// Fractions of a cent, in tenths.
	TenthFractionsOfACent *int64 `type:"integer"`
	// contains filtered or unexported fields
}

Represents an amount of money in United States dollars/

func (USD) GoString added in v1.15.86 

func (s USD) GoString() string

GoString returns the string representation

func (*USD) SetCents added in v1.15.86 

func (s *USD) SetCents(v int64) *USD

SetCents sets the Cents field's value.

func (*USD) SetDollars added in v1.15.86 

func (s *USD) SetDollars(v int64) *USD

SetDollars sets the Dollars field's value.

func (*USD) SetTenthFractionsOfACent added in v1.15.86 

func (s *USD) SetTenthFractionsOfACent(v int64) *USD

SetTenthFractionsOfACent sets the TenthFractionsOfACent field's value.

func (USD) String added in v1.15.86 

func (s USD) String() string

String returns the string representation

type UiConfig added in v1.15.86 

type UiConfig struct {

	// The Amazon S3 bucket location of the UI template.
	//
	// UiTemplateS3Uri is a required field
	UiTemplateS3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provided configuration information for the worker UI for a labeling job.

func (UiConfig) GoString added in v1.15.86 

func (s UiConfig) GoString() string

GoString returns the string representation

func (*UiConfig) SetUiTemplateS3Uri added in v1.15.86 

func (s *UiConfig) SetUiTemplateS3Uri(v string) *UiConfig

SetUiTemplateS3Uri sets the UiTemplateS3Uri field's value.

func (UiConfig) String added in v1.15.86 

func (s UiConfig) String() string

String returns the string representation

func (*UiConfig) Validate added in v1.15.86 

func (s *UiConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UiTemplate added in v1.15.86 

type UiTemplate struct {

	// The content of the Liquid template for the worker user interface.
	//
	// Content is a required field
	Content *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

The Liquid template for the worker user interface.

func (UiTemplate) GoString added in v1.15.86 

func (s UiTemplate) GoString() string

GoString returns the string representation

func (*UiTemplate) SetContent added in v1.15.86 

func (s *UiTemplate) SetContent(v string) *UiTemplate

SetContent sets the Content field's value.

func (UiTemplate) String added in v1.15.86 

func (s UiTemplate) String() string

String returns the string representation

func (*UiTemplate) Validate added in v1.15.86 

func (s *UiTemplate) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateCodeRepositoryInput added in v1.15.86 

type UpdateCodeRepositoryInput struct {

	// The name of the git repository to update.
	//
	// CodeRepositoryName is a required field
	CodeRepositoryName *string `min:"1" type:"string" required:"true"`

	// The configuration of the git repository, including the URL and the Amazon
	// Resource Name (ARN) of the AWS Secrets Manager secret that contains the credentials
	// used to access the repository. The secret must have a staging label of AWSCURRENT
	// and must be in the following format:
	//
	// {"username": UserName, "password": Password}
	GitConfig *GitConfigForUpdate `type:"structure"`
	// contains filtered or unexported fields
}

func (UpdateCodeRepositoryInput) GoString added in v1.15.86 

func (s UpdateCodeRepositoryInput) GoString() string

GoString returns the string representation

func (*UpdateCodeRepositoryInput) SetCodeRepositoryName added in v1.15.86 

func (s *UpdateCodeRepositoryInput) SetCodeRepositoryName(v string) *UpdateCodeRepositoryInput

SetCodeRepositoryName sets the CodeRepositoryName field's value.

func (*UpdateCodeRepositoryInput) SetGitConfig added in v1.15.86 

func (s *UpdateCodeRepositoryInput) SetGitConfig(v *GitConfigForUpdate) *UpdateCodeRepositoryInput

SetGitConfig sets the GitConfig field's value.

func (UpdateCodeRepositoryInput) String added in v1.15.86 

func (s UpdateCodeRepositoryInput) String() string

String returns the string representation

func (*UpdateCodeRepositoryInput) Validate added in v1.15.86 

func (s *UpdateCodeRepositoryInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateCodeRepositoryOutput added in v1.15.86 

type UpdateCodeRepositoryOutput struct {

	// The ARN of the git repository.
	//
	// CodeRepositoryArn is a required field
	CodeRepositoryArn *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateCodeRepositoryOutput) GoString added in v1.15.86 

func (s UpdateCodeRepositoryOutput) GoString() string

GoString returns the string representation

func (*UpdateCodeRepositoryOutput) SetCodeRepositoryArn added in v1.15.86 

func (s *UpdateCodeRepositoryOutput) SetCodeRepositoryArn(v string) *UpdateCodeRepositoryOutput

SetCodeRepositoryArn sets the CodeRepositoryArn field's value.

func (UpdateCodeRepositoryOutput) String added in v1.15.86 

func (s UpdateCodeRepositoryOutput) String() string

String returns the string representation

type UpdateEndpointInput 

type UpdateEndpointInput struct {

	// The name of the new endpoint configuration.
	//
	// EndpointConfigName is a required field
	EndpointConfigName *string `type:"string" required:"true"`

	// The name of the endpoint whose configuration you want to update.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateEndpointInput) GoString 

func (s UpdateEndpointInput) GoString() string

GoString returns the string representation

func (*UpdateEndpointInput) SetEndpointConfigName 

func (s *UpdateEndpointInput) SetEndpointConfigName(v string) *UpdateEndpointInput

SetEndpointConfigName sets the EndpointConfigName field's value.

func (*UpdateEndpointInput) SetEndpointName 

func (s *UpdateEndpointInput) SetEndpointName(v string) *UpdateEndpointInput

SetEndpointName sets the EndpointName field's value.

func (UpdateEndpointInput) String 

func (s UpdateEndpointInput) String() string

String returns the string representation

func (*UpdateEndpointInput) Validate 

func (s *UpdateEndpointInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateEndpointOutput 

type UpdateEndpointOutput struct {

	// The Amazon Resource Name (ARN) of the endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateEndpointOutput) GoString 

func (s UpdateEndpointOutput) GoString() string

GoString returns the string representation

func (*UpdateEndpointOutput) SetEndpointArn 

func (s *UpdateEndpointOutput) SetEndpointArn(v string) *UpdateEndpointOutput

SetEndpointArn sets the EndpointArn field's value.

func (UpdateEndpointOutput) String 

func (s UpdateEndpointOutput) String() string

String returns the string representation

type UpdateEndpointWeightsAndCapacitiesInput 

type UpdateEndpointWeightsAndCapacitiesInput struct {

	// An object that provides new capacity and weight values for a variant.
	//
	// DesiredWeightsAndCapacities is a required field
	DesiredWeightsAndCapacities []*DesiredWeightAndCapacity `min:"1" type:"list" required:"true"`

	// The name of an existing Amazon SageMaker endpoint.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateEndpointWeightsAndCapacitiesInput) GoString 

func (s UpdateEndpointWeightsAndCapacitiesInput) GoString() string

GoString returns the string representation

func (*UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities 

func (s *UpdateEndpointWeightsAndCapacitiesInput) SetDesiredWeightsAndCapacities(v []*DesiredWeightAndCapacity) *UpdateEndpointWeightsAndCapacitiesInput

SetDesiredWeightsAndCapacities sets the DesiredWeightsAndCapacities field's value.

func (*UpdateEndpointWeightsAndCapacitiesInput) SetEndpointName 

func (s *UpdateEndpointWeightsAndCapacitiesInput) SetEndpointName(v string) *UpdateEndpointWeightsAndCapacitiesInput

SetEndpointName sets the EndpointName field's value.

func (UpdateEndpointWeightsAndCapacitiesInput) String 

func (s UpdateEndpointWeightsAndCapacitiesInput) String() string

String returns the string representation

func (*UpdateEndpointWeightsAndCapacitiesInput) Validate 

func (s *UpdateEndpointWeightsAndCapacitiesInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateEndpointWeightsAndCapacitiesOutput 

type UpdateEndpointWeightsAndCapacitiesOutput struct {

	// The Amazon Resource Name (ARN) of the updated endpoint.
	//
	// EndpointArn is a required field
	EndpointArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateEndpointWeightsAndCapacitiesOutput) GoString 

func (s UpdateEndpointWeightsAndCapacitiesOutput) GoString() string

GoString returns the string representation

func (*UpdateEndpointWeightsAndCapacitiesOutput) SetEndpointArn 

func (s *UpdateEndpointWeightsAndCapacitiesOutput) SetEndpointArn(v string) *UpdateEndpointWeightsAndCapacitiesOutput

SetEndpointArn sets the EndpointArn field's value.

func (UpdateEndpointWeightsAndCapacitiesOutput) String 

func (s UpdateEndpointWeightsAndCapacitiesOutput) String() string

String returns the string representation

type UpdateNotebookInstanceInput 

type UpdateNotebookInstanceInput struct {

	// A list of the Elastic Inference (EI) instance types to associate with this
	// notebook instance. Currently only one EI instance type can be associated
	// with a notebook instance. For more information, see Using Elastic Inference
	// in Amazon SageMaker (http://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to 3 git repositories to associate with the notebook instance.
	// These can be either the names of git repositories stored as resources in
	// your account, or the URL of git repositories in AWS CodeCommit (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html)
	// or in any other git repository.. These repositories are cloned at the same
	// level as the default repository of your notebook instance. For more information,
	// see Associating Git Repositories with Amazon SageMaker Notebook Instances
	// (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	AdditionalCodeRepositories []*string `type:"list"`

	// The git repository to associate with the notebook instance as its default
	// code repository. This can be either the name of a git repository stored as
	// a resource in your account, or the URL of a git repository in AWS CodeCommit
	// (http://docs.aws.amazon.com/codecommit/latest/userguide/welcome.html) or
	// in any other git repository. When you open a notebook instance, it opens
	// in the directory that contains this repository. For more information, see
	// Associating Git Repositories with Amazon SageMaker Notebook Instances (http://docs.aws.amazon.com/sagemaker/latest/dg/nbi-git-repo.html).
	DefaultCodeRepository *string `min:"1" type:"string"`

	// A list of the Elastic Inference (EI) instance types to remove from this notebook
	// instance.
	DisassociateAcceleratorTypes *bool `type:"boolean"`

	// A list of names or URLs of the default git repositories to remove from this
	// notebook instance.
	DisassociateAdditionalCodeRepositories *bool `type:"boolean"`

	// The name or URL of the default git repository to remove from this notebook
	// instance.
	DisassociateDefaultCodeRepository *bool `type:"boolean"`

	// Set to true to remove the notebook instance lifecycle configuration currently
	// associated with the notebook instance.
	DisassociateLifecycleConfig *bool `type:"boolean"`

	// The Amazon ML compute instance type.
	InstanceType *string `type:"string" enum:"InstanceType"`

	// The name of a lifecycle configuration to associate with the notebook instance.
	// For information about lifestyle configurations, see Step 2.1: (Optional)
	// Customize a Notebook Instance (http://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html).
	LifecycleConfigName *string `type:"string"`

	// The name of the notebook instance to update.
	//
	// NotebookInstanceName is a required field
	NotebookInstanceName *string `type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the IAM role that Amazon SageMaker can
	// assume to access the notebook instance. For more information, see Amazon
	// SageMaker Roles (http://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-roles.html).
	//
	// To be able to pass this role to Amazon SageMaker, the caller of this API
	// must have the iam:PassRole permission.
	RoleArn *string `min:"20" type:"string"`

	// The size, in GB, of the ML storage volume to attach to the notebook instance.
	// The default value is 5 GB.
	VolumeSizeInGB *int64 `min:"5" type:"integer"`
	// contains filtered or unexported fields
}

func (UpdateNotebookInstanceInput) GoString 

func (s UpdateNotebookInstanceInput) GoString() string

GoString returns the string representation

func (*UpdateNotebookInstanceInput) SetAcceleratorTypes added in v1.15.86 

func (s *UpdateNotebookInstanceInput) SetAcceleratorTypes(v []*string) *UpdateNotebookInstanceInput

SetAcceleratorTypes sets the AcceleratorTypes field's value.

func (*UpdateNotebookInstanceInput) SetAdditionalCodeRepositories added in v1.15.86 

func (s *UpdateNotebookInstanceInput) SetAdditionalCodeRepositories(v []*string) *UpdateNotebookInstanceInput

SetAdditionalCodeRepositories sets the AdditionalCodeRepositories field's value.

func (*UpdateNotebookInstanceInput) SetDefaultCodeRepository added in v1.15.86 

func (s *UpdateNotebookInstanceInput) SetDefaultCodeRepository(v string) *UpdateNotebookInstanceInput

SetDefaultCodeRepository sets the DefaultCodeRepository field's value.

func (*UpdateNotebookInstanceInput) SetDisassociateAcceleratorTypes added in v1.15.86 

func (s *UpdateNotebookInstanceInput) SetDisassociateAcceleratorTypes(v bool) *UpdateNotebookInstanceInput

SetDisassociateAcceleratorTypes sets the DisassociateAcceleratorTypes field's value.

func (*UpdateNotebookInstanceInput) SetDisassociateAdditionalCodeRepositories added in v1.15.86 

func (s *UpdateNotebookInstanceInput) SetDisassociateAdditionalCodeRepositories(v bool) *UpdateNotebookInstanceInput

SetDisassociateAdditionalCodeRepositories sets the DisassociateAdditionalCodeRepositories field's value.

func (*UpdateNotebookInstanceInput) SetDisassociateDefaultCodeRepository added in v1.15.86 

func (s *UpdateNotebookInstanceInput) SetDisassociateDefaultCodeRepository(v bool) *UpdateNotebookInstanceInput

SetDisassociateDefaultCodeRepository sets the DisassociateDefaultCodeRepository field's value.

func (*UpdateNotebookInstanceInput) SetDisassociateLifecycleConfig added in v1.15.15 

func (s *UpdateNotebookInstanceInput) SetDisassociateLifecycleConfig(v bool) *UpdateNotebookInstanceInput

SetDisassociateLifecycleConfig sets the DisassociateLifecycleConfig field's value.

func (*UpdateNotebookInstanceInput) SetInstanceType 

func (s *UpdateNotebookInstanceInput) SetInstanceType(v string) *UpdateNotebookInstanceInput

SetInstanceType sets the InstanceType field's value.

func (*UpdateNotebookInstanceInput) SetLifecycleConfigName added in v1.15.15 

func (s *UpdateNotebookInstanceInput) SetLifecycleConfigName(v string) *UpdateNotebookInstanceInput

SetLifecycleConfigName sets the LifecycleConfigName field's value.

func (*UpdateNotebookInstanceInput) SetNotebookInstanceName 

func (s *UpdateNotebookInstanceInput) SetNotebookInstanceName(v string) *UpdateNotebookInstanceInput

SetNotebookInstanceName sets the NotebookInstanceName field's value.

func (*UpdateNotebookInstanceInput) SetRoleArn 

func (s *UpdateNotebookInstanceInput) SetRoleArn(v string) *UpdateNotebookInstanceInput

SetRoleArn sets the RoleArn field's value.

func (*UpdateNotebookInstanceInput) SetVolumeSizeInGB added in v1.15.64 

func (s *UpdateNotebookInstanceInput) SetVolumeSizeInGB(v int64) *UpdateNotebookInstanceInput

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (UpdateNotebookInstanceInput) String 

func (s UpdateNotebookInstanceInput) String() string

String returns the string representation

func (*UpdateNotebookInstanceInput) Validate 

func (s *UpdateNotebookInstanceInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateNotebookInstanceLifecycleConfigInput added in v1.13.15 

type UpdateNotebookInstanceLifecycleConfigInput struct {

	// The name of the lifecycle configuration.
	//
	// NotebookInstanceLifecycleConfigName is a required field
	NotebookInstanceLifecycleConfigName *string `type:"string" required:"true"`

	// The shell script that runs only once, when you create a notebook instance
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// The shell script that runs every time you start a notebook instance, including
	// when you create the notebook instance.
	OnStart []*NotebookInstanceLifecycleHook `type:"list"`
	// contains filtered or unexported fields
}

func (UpdateNotebookInstanceLifecycleConfigInput) GoString added in v1.13.15 

func (s UpdateNotebookInstanceLifecycleConfigInput) GoString() string

GoString returns the string representation

func (*UpdateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName added in v1.13.15 

func (s *UpdateNotebookInstanceLifecycleConfigInput) SetNotebookInstanceLifecycleConfigName(v string) *UpdateNotebookInstanceLifecycleConfigInput

SetNotebookInstanceLifecycleConfigName sets the NotebookInstanceLifecycleConfigName field's value.

func (*UpdateNotebookInstanceLifecycleConfigInput) SetOnCreate added in v1.13.15 

func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnCreate(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput

SetOnCreate sets the OnCreate field's value.

func (*UpdateNotebookInstanceLifecycleConfigInput) SetOnStart added in v1.13.15 

func (s *UpdateNotebookInstanceLifecycleConfigInput) SetOnStart(v []*NotebookInstanceLifecycleHook) *UpdateNotebookInstanceLifecycleConfigInput

SetOnStart sets the OnStart field's value.

func (UpdateNotebookInstanceLifecycleConfigInput) String added in v1.13.15 

func (s UpdateNotebookInstanceLifecycleConfigInput) String() string

String returns the string representation

func (*UpdateNotebookInstanceLifecycleConfigInput) Validate added in v1.13.15 

func (s *UpdateNotebookInstanceLifecycleConfigInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateNotebookInstanceLifecycleConfigOutput added in v1.13.15 

type UpdateNotebookInstanceLifecycleConfigOutput struct {
	// contains filtered or unexported fields
}

func (UpdateNotebookInstanceLifecycleConfigOutput) GoString added in v1.13.15 

func (s UpdateNotebookInstanceLifecycleConfigOutput) GoString() string

GoString returns the string representation

func (UpdateNotebookInstanceLifecycleConfigOutput) String added in v1.13.15 

func (s UpdateNotebookInstanceLifecycleConfigOutput) String() string

String returns the string representation

type UpdateNotebookInstanceOutput 

type UpdateNotebookInstanceOutput struct {
	// contains filtered or unexported fields
}

func (UpdateNotebookInstanceOutput) GoString 

func (s UpdateNotebookInstanceOutput) GoString() string

GoString returns the string representation

func (UpdateNotebookInstanceOutput) String 

func (s UpdateNotebookInstanceOutput) String() string

String returns the string representation

type UpdateWorkteamInput added in v1.15.86 

type UpdateWorkteamInput struct {

	// An updated description for the work team.
	Description *string `min:"1" type:"string"`

	// A list of MemberDefinition objects that contain the updated work team members.
	MemberDefinitions []*MemberDefinition `min:"1" type:"list"`

	// The name of the work team to update.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateWorkteamInput) GoString added in v1.15.86 

func (s UpdateWorkteamInput) GoString() string

GoString returns the string representation

func (*UpdateWorkteamInput) SetDescription added in v1.15.86 

func (s *UpdateWorkteamInput) SetDescription(v string) *UpdateWorkteamInput

SetDescription sets the Description field's value.

func (*UpdateWorkteamInput) SetMemberDefinitions added in v1.15.86 

func (s *UpdateWorkteamInput) SetMemberDefinitions(v []*MemberDefinition) *UpdateWorkteamInput

SetMemberDefinitions sets the MemberDefinitions field's value.

func (*UpdateWorkteamInput) SetWorkteamName added in v1.15.86 

func (s *UpdateWorkteamInput) SetWorkteamName(v string) *UpdateWorkteamInput

SetWorkteamName sets the WorkteamName field's value.

func (UpdateWorkteamInput) String added in v1.15.86 

func (s UpdateWorkteamInput) String() string

String returns the string representation

func (*UpdateWorkteamInput) Validate added in v1.15.86 

func (s *UpdateWorkteamInput) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type UpdateWorkteamOutput added in v1.15.86 

type UpdateWorkteamOutput struct {

	// A Workteam object that describes the updated work team.
	//
	// Workteam is a required field
	Workteam *Workteam `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateWorkteamOutput) GoString added in v1.15.86 

func (s UpdateWorkteamOutput) GoString() string

GoString returns the string representation

func (*UpdateWorkteamOutput) SetWorkteam added in v1.15.86 

func (s *UpdateWorkteamOutput) SetWorkteam(v *Workteam) *UpdateWorkteamOutput

SetWorkteam sets the Workteam field's value.

func (UpdateWorkteamOutput) String added in v1.15.86 

func (s UpdateWorkteamOutput) String() string

String returns the string representation

type VpcConfig added in v1.13.39 

type VpcConfig struct {

	// The VPC security group IDs, in the form sg-xxxxxxxx. Specify the security
	// groups for the VPC that is specified in the Subnets field.
	//
	// SecurityGroupIds is a required field
	SecurityGroupIds []*string `min:"1" type:"list" required:"true"`

	// The ID of the subnets in the VPC to which you want to connect your training
	// job or model.
	//
	// Subnets is a required field
	Subnets []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

Specifies a VPC that your training jobs and hosted models have access to. Control access to and from your training and model containers by configuring the VPC. For more information, see Protect Endpoints by Using an Amazon Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and Protect Training Jobs by Using an Amazon Virtual Private Cloud (http://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).

func (VpcConfig) GoString added in v1.13.39 

func (s VpcConfig) GoString() string

GoString returns the string representation

func (*VpcConfig) SetSecurityGroupIds added in v1.13.39 

func (s *VpcConfig) SetSecurityGroupIds(v []*string) *VpcConfig

SetSecurityGroupIds sets the SecurityGroupIds field's value.

func (*VpcConfig) SetSubnets added in v1.13.39 

func (s *VpcConfig) SetSubnets(v []*string) *VpcConfig

SetSubnets sets the Subnets field's value.

func (VpcConfig) String added in v1.13.39 

func (s VpcConfig) String() string

String returns the string representation

func (*VpcConfig) Validate added in v1.13.39 

func (s *VpcConfig) Validate() error

Validate inspects the fields of the type to determine if they are valid.

type Workteam added in v1.15.86 

type Workteam struct {

	// The date and time that the work team was created (timestamp).
	CreateDate *time.Time `type:"timestamp"`

	// A description of the work team.
	//
	// Description is a required field
	Description *string `min:"1" type:"string" required:"true"`

	// The date and time that the work team was last updated (timestamp).
	LastUpdatedDate *time.Time `type:"timestamp"`

	// The Amazon Cognito user groups that make up the work team.
	//
	// MemberDefinitions is a required field
	MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"`

	// The Amazon Marketplace identifier for a vendor's work team.
	ProductListingIds []*string `type:"list"`

	// The URI of the labeling job's user interface. Workers open this URI to start
	// labeling your data objects.
	SubDomain *string `type:"string"`

	// The Amazon Resource Name (ARN) that identifies the work team.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`

	// The name of the work team.
	//
	// WorkteamName is a required field
	WorkteamName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Provides details about a labeling work team.

func (Workteam) GoString added in v1.15.86 

func (s Workteam) GoString() string

GoString returns the string representation

func (*Workteam) SetCreateDate added in v1.15.86 

func (s *Workteam) SetCreateDate(v time.Time) *Workteam

SetCreateDate sets the CreateDate field's value.

func (*Workteam) SetDescription added in v1.15.86 

func (s *Workteam) SetDescription(v string) *Workteam

SetDescription sets the Description field's value.

func (*Workteam) SetLastUpdatedDate added in v1.15.86 

func (s *Workteam) SetLastUpdatedDate(v time.Time) *Workteam

SetLastUpdatedDate sets the LastUpdatedDate field's value.

func (*Workteam) SetMemberDefinitions added in v1.15.86 

func (s *Workteam) SetMemberDefinitions(v []*MemberDefinition) *Workteam

SetMemberDefinitions sets the MemberDefinitions field's value.

func (*Workteam) SetProductListingIds added in v1.15.86 

func (s *Workteam) SetProductListingIds(v []*string) *Workteam

SetProductListingIds sets the ProductListingIds field's value.

func (*Workteam) SetSubDomain added in v1.15.86 

func (s *Workteam) SetSubDomain(v string) *Workteam

SetSubDomain sets the SubDomain field's value.

func (*Workteam) SetWorkteamArn added in v1.15.86 

func (s *Workteam) SetWorkteamArn(v string) *Workteam

SetWorkteamArn sets the WorkteamArn field's value.

func (*Workteam) SetWorkteamName added in v1.15.86 

func (s *Workteam) SetWorkteamName(v string) *Workteam

SetWorkteamName sets the WorkteamName field's value.

func (Workteam) String added in v1.15.86 

func (s Workteam) String() string

String returns the string representation

Source Files

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Directories

Path Synopsis
Package sagemakeriface provides an interface to enable mocking the Amazon SageMaker Service service client for testing your code.
 Package sagemakeriface provides an interface to enable mocking the Amazon SageMaker Service service client for testing your code.

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