sagemaker

package
v1.34.25 Latest Latest
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 Go to latest Published: Sep 16, 2020 License: Apache-2.0 Imports: 10 Imported by: 115

Documentation

Overview

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

Provides APIs for creating and managing Amazon SageMaker resources.

Other Resources:

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 (
	// AppInstanceTypeSystem is a AppInstanceType enum value
	AppInstanceTypeSystem = "system"

	// AppInstanceTypeMlT3Micro is a AppInstanceType enum value
	AppInstanceTypeMlT3Micro = "ml.t3.micro"

	// AppInstanceTypeMlT3Small is a AppInstanceType enum value
	AppInstanceTypeMlT3Small = "ml.t3.small"

	// AppInstanceTypeMlT3Medium is a AppInstanceType enum value
	AppInstanceTypeMlT3Medium = "ml.t3.medium"

	// AppInstanceTypeMlT3Large is a AppInstanceType enum value
	AppInstanceTypeMlT3Large = "ml.t3.large"

	// AppInstanceTypeMlT3Xlarge is a AppInstanceType enum value
	AppInstanceTypeMlT3Xlarge = "ml.t3.xlarge"

	// AppInstanceTypeMlT32xlarge is a AppInstanceType enum value
	AppInstanceTypeMlT32xlarge = "ml.t3.2xlarge"

	// AppInstanceTypeMlM5Large is a AppInstanceType enum value
	AppInstanceTypeMlM5Large = "ml.m5.large"

	// AppInstanceTypeMlM5Xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// AppInstanceTypeMlM52xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// AppInstanceTypeMlM54xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// AppInstanceTypeMlM58xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM58xlarge = "ml.m5.8xlarge"

	// AppInstanceTypeMlM512xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// AppInstanceTypeMlM516xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM516xlarge = "ml.m5.16xlarge"

	// AppInstanceTypeMlM524xlarge is a AppInstanceType enum value
	AppInstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// AppInstanceTypeMlC5Large is a AppInstanceType enum value
	AppInstanceTypeMlC5Large = "ml.c5.large"

	// AppInstanceTypeMlC5Xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// AppInstanceTypeMlC52xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// AppInstanceTypeMlC54xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// AppInstanceTypeMlC59xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// AppInstanceTypeMlC512xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC512xlarge = "ml.c5.12xlarge"

	// AppInstanceTypeMlC518xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// AppInstanceTypeMlC524xlarge is a AppInstanceType enum value
	AppInstanceTypeMlC524xlarge = "ml.c5.24xlarge"

	// AppInstanceTypeMlP32xlarge is a AppInstanceType enum value
	AppInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// AppInstanceTypeMlP38xlarge is a AppInstanceType enum value
	AppInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// AppInstanceTypeMlP316xlarge is a AppInstanceType enum value
	AppInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// AppInstanceTypeMlG4dnXlarge is a AppInstanceType enum value
	AppInstanceTypeMlG4dnXlarge = "ml.g4dn.xlarge"

	// AppInstanceTypeMlG4dn2xlarge is a AppInstanceType enum value
	AppInstanceTypeMlG4dn2xlarge = "ml.g4dn.2xlarge"

	// AppInstanceTypeMlG4dn4xlarge is a AppInstanceType enum value
	AppInstanceTypeMlG4dn4xlarge = "ml.g4dn.4xlarge"

	// AppInstanceTypeMlG4dn8xlarge is a AppInstanceType enum value
	AppInstanceTypeMlG4dn8xlarge = "ml.g4dn.8xlarge"

	// AppInstanceTypeMlG4dn12xlarge is a AppInstanceType enum value
	AppInstanceTypeMlG4dn12xlarge = "ml.g4dn.12xlarge"

	// AppInstanceTypeMlG4dn16xlarge is a AppInstanceType enum value
	AppInstanceTypeMlG4dn16xlarge = "ml.g4dn.16xlarge"
)
View Source 
const (
	// AppStatusDeleted is a AppStatus enum value
	AppStatusDeleted = "Deleted"

	// AppStatusDeleting is a AppStatus enum value
	AppStatusDeleting = "Deleting"

	// AppStatusFailed is a AppStatus enum value
	AppStatusFailed = "Failed"

	// AppStatusInService is a AppStatus enum value
	AppStatusInService = "InService"

	// AppStatusPending is a AppStatus enum value
	AppStatusPending = "Pending"
)
View Source 
const (
	// AppTypeJupyterServer is a AppType enum value
	AppTypeJupyterServer = "JupyterServer"

	// AppTypeKernelGateway is a AppType enum value
	AppTypeKernelGateway = "KernelGateway"

	// AppTypeTensorBoard is a AppType enum value
	AppTypeTensorBoard = "TensorBoard"
)
View Source 
const (
	// AssemblyTypeNone is a AssemblyType enum value
	AssemblyTypeNone = "None"

	// AssemblyTypeLine is a AssemblyType enum value
	AssemblyTypeLine = "Line"
)
View Source 
const (
	// AuthModeSso is a AuthMode enum value
	AuthModeSso = "SSO"

	// AuthModeIam is a AuthMode enum value
	AuthModeIam = "IAM"
)
View Source 
const (
	// AutoMLJobObjectiveTypeMaximize is a AutoMLJobObjectiveType enum value
	AutoMLJobObjectiveTypeMaximize = "Maximize"

	// AutoMLJobObjectiveTypeMinimize is a AutoMLJobObjectiveType enum value
	AutoMLJobObjectiveTypeMinimize = "Minimize"
)
View Source 
const (
	// AutoMLJobSecondaryStatusStarting is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusStarting = "Starting"

	// AutoMLJobSecondaryStatusAnalyzingData is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusAnalyzingData = "AnalyzingData"

	// AutoMLJobSecondaryStatusFeatureEngineering is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusFeatureEngineering = "FeatureEngineering"

	// AutoMLJobSecondaryStatusModelTuning is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusModelTuning = "ModelTuning"

	// AutoMLJobSecondaryStatusMaxCandidatesReached is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusMaxCandidatesReached = "MaxCandidatesReached"

	// AutoMLJobSecondaryStatusFailed is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusFailed = "Failed"

	// AutoMLJobSecondaryStatusStopped is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusStopped = "Stopped"

	// AutoMLJobSecondaryStatusMaxAutoMljobRuntimeReached is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusMaxAutoMljobRuntimeReached = "MaxAutoMLJobRuntimeReached"

	// AutoMLJobSecondaryStatusStopping is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusStopping = "Stopping"

	// AutoMLJobSecondaryStatusCandidateDefinitionsGenerated is a AutoMLJobSecondaryStatus enum value
	AutoMLJobSecondaryStatusCandidateDefinitionsGenerated = "CandidateDefinitionsGenerated"
)
View Source 
const (
	// AutoMLJobStatusCompleted is a AutoMLJobStatus enum value
	AutoMLJobStatusCompleted = "Completed"

	// AutoMLJobStatusInProgress is a AutoMLJobStatus enum value
	AutoMLJobStatusInProgress = "InProgress"

	// AutoMLJobStatusFailed is a AutoMLJobStatus enum value
	AutoMLJobStatusFailed = "Failed"

	// AutoMLJobStatusStopped is a AutoMLJobStatus enum value
	AutoMLJobStatusStopped = "Stopped"

	// AutoMLJobStatusStopping is a AutoMLJobStatus enum value
	AutoMLJobStatusStopping = "Stopping"
)
View Source 
const (
	// AutoMLMetricEnumAccuracy is a AutoMLMetricEnum enum value
	AutoMLMetricEnumAccuracy = "Accuracy"

	// AutoMLMetricEnumMse is a AutoMLMetricEnum enum value
	AutoMLMetricEnumMse = "MSE"

	// AutoMLMetricEnumF1 is a AutoMLMetricEnum enum value
	AutoMLMetricEnumF1 = "F1"

	// AutoMLMetricEnumF1macro is a AutoMLMetricEnum enum value
	AutoMLMetricEnumF1macro = "F1macro"

	// AutoMLMetricEnumAuc is a AutoMLMetricEnum enum value
	AutoMLMetricEnumAuc = "AUC"
)
View Source 
const (
	// AutoMLS3DataTypeManifestFile is a AutoMLS3DataType enum value
	AutoMLS3DataTypeManifestFile = "ManifestFile"

	// AutoMLS3DataTypeS3prefix is a AutoMLS3DataType enum value
	AutoMLS3DataTypeS3prefix = "S3Prefix"
)
View Source 
const (
	// AutoMLSortByName is a AutoMLSortBy enum value
	AutoMLSortByName = "Name"

	// AutoMLSortByCreationTime is a AutoMLSortBy enum value
	AutoMLSortByCreationTime = "CreationTime"

	// AutoMLSortByStatus is a AutoMLSortBy enum value
	AutoMLSortByStatus = "Status"
)
View Source 
const (
	// AutoMLSortOrderAscending is a AutoMLSortOrder enum value
	AutoMLSortOrderAscending = "Ascending"

	// AutoMLSortOrderDescending is a AutoMLSortOrder enum value
	AutoMLSortOrderDescending = "Descending"
)
View Source 
const (
	// AwsManagedHumanLoopRequestSourceAwsRekognitionDetectModerationLabelsImageV3 is a AwsManagedHumanLoopRequestSource enum value
	AwsManagedHumanLoopRequestSourceAwsRekognitionDetectModerationLabelsImageV3 = "AWS/Rekognition/DetectModerationLabels/Image/V3"

	// AwsManagedHumanLoopRequestSourceAwsTextractAnalyzeDocumentFormsV1 is a AwsManagedHumanLoopRequestSource enum value
	AwsManagedHumanLoopRequestSourceAwsTextractAnalyzeDocumentFormsV1 = "AWS/Textract/AnalyzeDocument/Forms/V1"
)
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 (
	// CandidateSortByCreationTime is a CandidateSortBy enum value
	CandidateSortByCreationTime = "CreationTime"

	// CandidateSortByStatus is a CandidateSortBy enum value
	CandidateSortByStatus = "Status"

	// CandidateSortByFinalObjectiveMetricValue is a CandidateSortBy enum value
	CandidateSortByFinalObjectiveMetricValue = "FinalObjectiveMetricValue"
)
View Source 
const (
	// CandidateStatusCompleted is a CandidateStatus enum value
	CandidateStatusCompleted = "Completed"

	// CandidateStatusInProgress is a CandidateStatus enum value
	CandidateStatusInProgress = "InProgress"

	// CandidateStatusFailed is a CandidateStatus enum value
	CandidateStatusFailed = "Failed"

	// CandidateStatusStopped is a CandidateStatus enum value
	CandidateStatusStopped = "Stopped"

	// CandidateStatusStopping is a CandidateStatus enum value
	CandidateStatusStopping = "Stopping"
)
View Source 
const (
	// CandidateStepTypeAwsSageMakerTrainingJob is a CandidateStepType enum value
	CandidateStepTypeAwsSageMakerTrainingJob = "AWS::SageMaker::TrainingJob"

	// CandidateStepTypeAwsSageMakerTransformJob is a CandidateStepType enum value
	CandidateStepTypeAwsSageMakerTransformJob = "AWS::SageMaker::TransformJob"

	// CandidateStepTypeAwsSageMakerProcessingJob is a CandidateStepType enum value
	CandidateStepTypeAwsSageMakerProcessingJob = "AWS::SageMaker::ProcessingJob"
)
View Source 
const (
	// CaptureModeInput is a CaptureMode enum value
	CaptureModeInput = "Input"

	// CaptureModeOutput is a CaptureMode enum value
	CaptureModeOutput = "Output"
)
View Source 
const (
	// CaptureStatusStarted is a CaptureStatus enum value
	CaptureStatusStarted = "Started"

	// CaptureStatusStopped is a CaptureStatus enum value
	CaptureStatusStopped = "Stopped"
)
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 (
	// ContainerModeSingleModel is a ContainerMode enum value
	ContainerModeSingleModel = "SingleModel"

	// ContainerModeMultiModel is a ContainerMode enum value
	ContainerModeMultiModel = "MultiModel"
)
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 (
	// DomainStatusDeleting is a DomainStatus enum value
	DomainStatusDeleting = "Deleting"

	// DomainStatusFailed is a DomainStatus enum value
	DomainStatusFailed = "Failed"

	// DomainStatusInService is a DomainStatus enum value
	DomainStatusInService = "InService"

	// DomainStatusPending is a DomainStatus enum value
	DomainStatusPending = "Pending"
)
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 (
	// ExecutionStatusPending is a ExecutionStatus enum value
	ExecutionStatusPending = "Pending"

	// ExecutionStatusCompleted is a ExecutionStatus enum value
	ExecutionStatusCompleted = "Completed"

	// ExecutionStatusCompletedWithViolations is a ExecutionStatus enum value
	ExecutionStatusCompletedWithViolations = "CompletedWithViolations"

	// ExecutionStatusInProgress is a ExecutionStatus enum value
	ExecutionStatusInProgress = "InProgress"

	// ExecutionStatusFailed is a ExecutionStatus enum value
	ExecutionStatusFailed = "Failed"

	// ExecutionStatusStopping is a ExecutionStatus enum value
	ExecutionStatusStopping = "Stopping"

	// ExecutionStatusStopped is a ExecutionStatus enum value
	ExecutionStatusStopped = "Stopped"
)
View Source 
const (
	// FileSystemAccessModeRw is a FileSystemAccessMode enum value
	FileSystemAccessModeRw = "rw"

	// FileSystemAccessModeRo is a FileSystemAccessMode enum value
	FileSystemAccessModeRo = "ro"
)
View Source 
const (
	// FileSystemTypeEfs is a FileSystemType enum value
	FileSystemTypeEfs = "EFS"

	// FileSystemTypeFsxLustre is a FileSystemType enum value
	FileSystemTypeFsxLustre = "FSxLustre"
)
View Source 
const (
	// FlowDefinitionStatusInitializing is a FlowDefinitionStatus enum value
	FlowDefinitionStatusInitializing = "Initializing"

	// FlowDefinitionStatusActive is a FlowDefinitionStatus enum value
	FlowDefinitionStatusActive = "Active"

	// FlowDefinitionStatusFailed is a FlowDefinitionStatus enum value
	FlowDefinitionStatusFailed = "Failed"

	// FlowDefinitionStatusDeleting is a FlowDefinitionStatus enum value
	FlowDefinitionStatusDeleting = "Deleting"
)
View Source 
const (
	// FrameworkTensorflow is a Framework enum value
	FrameworkTensorflow = "TENSORFLOW"

	// FrameworkKeras is a Framework enum value
	FrameworkKeras = "KERAS"

	// 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"

	// FrameworkTflite is a Framework enum value
	FrameworkTflite = "TFLITE"
)
View Source 
const (
	// HumanTaskUiStatusActive is a HumanTaskUiStatus enum value
	HumanTaskUiStatusActive = "Active"

	// HumanTaskUiStatusDeleting is a HumanTaskUiStatus enum value
	HumanTaskUiStatusDeleting = "Deleting"
)
View Source 
const (
	// HyperParameterScalingTypeAuto is a HyperParameterScalingType enum value
	HyperParameterScalingTypeAuto = "Auto"

	// HyperParameterScalingTypeLinear is a HyperParameterScalingType enum value
	HyperParameterScalingTypeLinear = "Linear"

	// HyperParameterScalingTypeLogarithmic is a HyperParameterScalingType enum value
	HyperParameterScalingTypeLogarithmic = "Logarithmic"

	// HyperParameterScalingTypeReverseLogarithmic is a HyperParameterScalingType enum value
	HyperParameterScalingTypeReverseLogarithmic = "ReverseLogarithmic"
)
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 (
	// HyperParameterTuningJobStrategyTypeBayesian is a HyperParameterTuningJobStrategyType enum value
	HyperParameterTuningJobStrategyTypeBayesian = "Bayesian"

	// HyperParameterTuningJobStrategyTypeRandom is a HyperParameterTuningJobStrategyType enum value
	HyperParameterTuningJobStrategyTypeRandom = "Random"
)

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 (
	// 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 (
	// JoinSourceInput is a JoinSource enum value
	JoinSourceInput = "Input"

	// JoinSourceNone is a JoinSource enum value
	JoinSourceNone = "None"
)
View Source 
const (
	// LabelingJobStatusInitializing is a LabelingJobStatus enum value
	LabelingJobStatusInitializing = "Initializing"

	// 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 (
	// ListCompilationJobsSortByName is a ListCompilationJobsSortBy enum value
	ListCompilationJobsSortByName = "Name"

	// ListCompilationJobsSortByCreationTime is a ListCompilationJobsSortBy enum value
	ListCompilationJobsSortByCreationTime = "CreationTime"

	// ListCompilationJobsSortByStatus is a ListCompilationJobsSortBy enum value
	ListCompilationJobsSortByStatus = "Status"
)
View Source 
const (
	// ListWorkforcesSortByOptionsName is a ListWorkforcesSortByOptions enum value
	ListWorkforcesSortByOptionsName = "Name"

	// ListWorkforcesSortByOptionsCreateDate is a ListWorkforcesSortByOptions enum value
	ListWorkforcesSortByOptionsCreateDate = "CreateDate"
)
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 (
	// MonitoringExecutionSortKeyCreationTime is a MonitoringExecutionSortKey enum value
	MonitoringExecutionSortKeyCreationTime = "CreationTime"

	// MonitoringExecutionSortKeyScheduledTime is a MonitoringExecutionSortKey enum value
	MonitoringExecutionSortKeyScheduledTime = "ScheduledTime"

	// MonitoringExecutionSortKeyStatus is a MonitoringExecutionSortKey enum value
	MonitoringExecutionSortKeyStatus = "Status"
)
View Source 
const (
	// MonitoringScheduleSortKeyName is a MonitoringScheduleSortKey enum value
	MonitoringScheduleSortKeyName = "Name"

	// MonitoringScheduleSortKeyCreationTime is a MonitoringScheduleSortKey enum value
	MonitoringScheduleSortKeyCreationTime = "CreationTime"

	// MonitoringScheduleSortKeyStatus is a MonitoringScheduleSortKey enum value
	MonitoringScheduleSortKeyStatus = "Status"
)
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"

	// NotebookInstanceAcceleratorTypeMlEia2Medium is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia2Medium = "ml.eia2.medium"

	// NotebookInstanceAcceleratorTypeMlEia2Large is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia2Large = "ml.eia2.large"

	// NotebookInstanceAcceleratorTypeMlEia2Xlarge is a NotebookInstanceAcceleratorType enum value
	NotebookInstanceAcceleratorTypeMlEia2Xlarge = "ml.eia2.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 (
	// NotebookOutputOptionAllowed is a NotebookOutputOption enum value
	NotebookOutputOptionAllowed = "Allowed"

	// NotebookOutputOptionDisabled is a NotebookOutputOption enum value
	NotebookOutputOptionDisabled = "Disabled"
)
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"

	// OperatorExists is a Operator enum value
	OperatorExists = "Exists"

	// OperatorNotExists is a Operator enum value
	OperatorNotExists = "NotExists"

	// OperatorIn is a Operator enum value
	OperatorIn = "In"
)
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 (
	// ProblemTypeBinaryClassification is a ProblemType enum value
	ProblemTypeBinaryClassification = "BinaryClassification"

	// ProblemTypeMulticlassClassification is a ProblemType enum value
	ProblemTypeMulticlassClassification = "MulticlassClassification"

	// ProblemTypeRegression is a ProblemType enum value
	ProblemTypeRegression = "Regression"
)
View Source 
const (
	// ProcessingInstanceTypeMlT3Medium is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlT3Medium = "ml.t3.medium"

	// ProcessingInstanceTypeMlT3Large is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlT3Large = "ml.t3.large"

	// ProcessingInstanceTypeMlT3Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlT3Xlarge = "ml.t3.xlarge"

	// ProcessingInstanceTypeMlT32xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlT32xlarge = "ml.t3.2xlarge"

	// ProcessingInstanceTypeMlM4Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM4Xlarge = "ml.m4.xlarge"

	// ProcessingInstanceTypeMlM42xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM42xlarge = "ml.m4.2xlarge"

	// ProcessingInstanceTypeMlM44xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM44xlarge = "ml.m4.4xlarge"

	// ProcessingInstanceTypeMlM410xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM410xlarge = "ml.m4.10xlarge"

	// ProcessingInstanceTypeMlM416xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM416xlarge = "ml.m4.16xlarge"

	// ProcessingInstanceTypeMlC4Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC4Xlarge = "ml.c4.xlarge"

	// ProcessingInstanceTypeMlC42xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC42xlarge = "ml.c4.2xlarge"

	// ProcessingInstanceTypeMlC44xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC44xlarge = "ml.c4.4xlarge"

	// ProcessingInstanceTypeMlC48xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC48xlarge = "ml.c4.8xlarge"

	// ProcessingInstanceTypeMlP2Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlP2Xlarge = "ml.p2.xlarge"

	// ProcessingInstanceTypeMlP28xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlP28xlarge = "ml.p2.8xlarge"

	// ProcessingInstanceTypeMlP216xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlP216xlarge = "ml.p2.16xlarge"

	// ProcessingInstanceTypeMlP32xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlP32xlarge = "ml.p3.2xlarge"

	// ProcessingInstanceTypeMlP38xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlP38xlarge = "ml.p3.8xlarge"

	// ProcessingInstanceTypeMlP316xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlP316xlarge = "ml.p3.16xlarge"

	// ProcessingInstanceTypeMlC5Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC5Xlarge = "ml.c5.xlarge"

	// ProcessingInstanceTypeMlC52xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC52xlarge = "ml.c5.2xlarge"

	// ProcessingInstanceTypeMlC54xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC54xlarge = "ml.c5.4xlarge"

	// ProcessingInstanceTypeMlC59xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC59xlarge = "ml.c5.9xlarge"

	// ProcessingInstanceTypeMlC518xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlC518xlarge = "ml.c5.18xlarge"

	// ProcessingInstanceTypeMlM5Large is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM5Large = "ml.m5.large"

	// ProcessingInstanceTypeMlM5Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM5Xlarge = "ml.m5.xlarge"

	// ProcessingInstanceTypeMlM52xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM52xlarge = "ml.m5.2xlarge"

	// ProcessingInstanceTypeMlM54xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM54xlarge = "ml.m5.4xlarge"

	// ProcessingInstanceTypeMlM512xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM512xlarge = "ml.m5.12xlarge"

	// ProcessingInstanceTypeMlM524xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlM524xlarge = "ml.m5.24xlarge"

	// ProcessingInstanceTypeMlR5Large is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR5Large = "ml.r5.large"

	// ProcessingInstanceTypeMlR5Xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR5Xlarge = "ml.r5.xlarge"

	// ProcessingInstanceTypeMlR52xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR52xlarge = "ml.r5.2xlarge"

	// ProcessingInstanceTypeMlR54xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR54xlarge = "ml.r5.4xlarge"

	// ProcessingInstanceTypeMlR58xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR58xlarge = "ml.r5.8xlarge"

	// ProcessingInstanceTypeMlR512xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR512xlarge = "ml.r5.12xlarge"

	// ProcessingInstanceTypeMlR516xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR516xlarge = "ml.r5.16xlarge"

	// ProcessingInstanceTypeMlR524xlarge is a ProcessingInstanceType enum value
	ProcessingInstanceTypeMlR524xlarge = "ml.r5.24xlarge"
)
View Source 
const (
	// ProcessingJobStatusInProgress is a ProcessingJobStatus enum value
	ProcessingJobStatusInProgress = "InProgress"

	// ProcessingJobStatusCompleted is a ProcessingJobStatus enum value
	ProcessingJobStatusCompleted = "Completed"

	// ProcessingJobStatusFailed is a ProcessingJobStatus enum value
	ProcessingJobStatusFailed = "Failed"

	// ProcessingJobStatusStopping is a ProcessingJobStatus enum value
	ProcessingJobStatusStopping = "Stopping"

	// ProcessingJobStatusStopped is a ProcessingJobStatus enum value
	ProcessingJobStatusStopped = "Stopped"
)
View Source 
const (
	// ProcessingS3CompressionTypeNone is a ProcessingS3CompressionType enum value
	ProcessingS3CompressionTypeNone = "None"

	// ProcessingS3CompressionTypeGzip is a ProcessingS3CompressionType enum value
	ProcessingS3CompressionTypeGzip = "Gzip"
)
View Source 
const (
	// ProcessingS3DataDistributionTypeFullyReplicated is a ProcessingS3DataDistributionType enum value
	ProcessingS3DataDistributionTypeFullyReplicated = "FullyReplicated"

	// ProcessingS3DataDistributionTypeShardedByS3key is a ProcessingS3DataDistributionType enum value
	ProcessingS3DataDistributionTypeShardedByS3key = "ShardedByS3Key"
)
View Source 
const (
	// ProcessingS3DataTypeManifestFile is a ProcessingS3DataType enum value
	ProcessingS3DataTypeManifestFile = "ManifestFile"

	// ProcessingS3DataTypeS3prefix is a ProcessingS3DataType enum value
	ProcessingS3DataTypeS3prefix = "S3Prefix"
)
View Source 
const (
	// ProcessingS3InputModePipe is a ProcessingS3InputMode enum value
	ProcessingS3InputModePipe = "Pipe"

	// ProcessingS3InputModeFile is a ProcessingS3InputMode enum value
	ProcessingS3InputModeFile = "File"
)
View Source 
const (
	// ProcessingS3UploadModeContinuous is a ProcessingS3UploadMode enum value
	ProcessingS3UploadModeContinuous = "Continuous"

	// ProcessingS3UploadModeEndOfJob is a ProcessingS3UploadMode enum value
	ProcessingS3UploadModeEndOfJob = "EndOfJob"
)
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"

	// ProductionVariantAcceleratorTypeMlEia2Medium is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia2Medium = "ml.eia2.medium"

	// ProductionVariantAcceleratorTypeMlEia2Large is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia2Large = "ml.eia2.large"

	// ProductionVariantAcceleratorTypeMlEia2Xlarge is a ProductionVariantAcceleratorType enum value
	ProductionVariantAcceleratorTypeMlEia2Xlarge = "ml.eia2.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"

	// ProductionVariantInstanceTypeMlM5dLarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5dLarge = "ml.m5d.large"

	// ProductionVariantInstanceTypeMlM5dXlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5dXlarge = "ml.m5d.xlarge"

	// ProductionVariantInstanceTypeMlM5d2xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5d2xlarge = "ml.m5d.2xlarge"

	// ProductionVariantInstanceTypeMlM5d4xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5d4xlarge = "ml.m5d.4xlarge"

	// ProductionVariantInstanceTypeMlM5d12xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5d12xlarge = "ml.m5d.12xlarge"

	// ProductionVariantInstanceTypeMlM5d24xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlM5d24xlarge = "ml.m5d.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"

	// ProductionVariantInstanceTypeMlC5dLarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5dLarge = "ml.c5d.large"

	// ProductionVariantInstanceTypeMlC5dXlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5dXlarge = "ml.c5d.xlarge"

	// ProductionVariantInstanceTypeMlC5d2xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5d2xlarge = "ml.c5d.2xlarge"

	// ProductionVariantInstanceTypeMlC5d4xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5d4xlarge = "ml.c5d.4xlarge"

	// ProductionVariantInstanceTypeMlC5d9xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5d9xlarge = "ml.c5d.9xlarge"

	// ProductionVariantInstanceTypeMlC5d18xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlC5d18xlarge = "ml.c5d.18xlarge"

	// ProductionVariantInstanceTypeMlG4dnXlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dnXlarge = "ml.g4dn.xlarge"

	// ProductionVariantInstanceTypeMlG4dn2xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn2xlarge = "ml.g4dn.2xlarge"

	// ProductionVariantInstanceTypeMlG4dn4xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn4xlarge = "ml.g4dn.4xlarge"

	// ProductionVariantInstanceTypeMlG4dn8xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn8xlarge = "ml.g4dn.8xlarge"

	// ProductionVariantInstanceTypeMlG4dn12xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn12xlarge = "ml.g4dn.12xlarge"

	// ProductionVariantInstanceTypeMlG4dn16xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlG4dn16xlarge = "ml.g4dn.16xlarge"

	// ProductionVariantInstanceTypeMlR5Large is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5Large = "ml.r5.large"

	// ProductionVariantInstanceTypeMlR5Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5Xlarge = "ml.r5.xlarge"

	// ProductionVariantInstanceTypeMlR52xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR52xlarge = "ml.r5.2xlarge"

	// ProductionVariantInstanceTypeMlR54xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR54xlarge = "ml.r5.4xlarge"

	// ProductionVariantInstanceTypeMlR512xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR512xlarge = "ml.r5.12xlarge"

	// ProductionVariantInstanceTypeMlR524xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR524xlarge = "ml.r5.24xlarge"

	// ProductionVariantInstanceTypeMlR5dLarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5dLarge = "ml.r5d.large"

	// ProductionVariantInstanceTypeMlR5dXlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5dXlarge = "ml.r5d.xlarge"

	// ProductionVariantInstanceTypeMlR5d2xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5d2xlarge = "ml.r5d.2xlarge"

	// ProductionVariantInstanceTypeMlR5d4xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5d4xlarge = "ml.r5d.4xlarge"

	// ProductionVariantInstanceTypeMlR5d12xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5d12xlarge = "ml.r5d.12xlarge"

	// ProductionVariantInstanceTypeMlR5d24xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlR5d24xlarge = "ml.r5d.24xlarge"

	// ProductionVariantInstanceTypeMlInf1Xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlInf1Xlarge = "ml.inf1.xlarge"

	// ProductionVariantInstanceTypeMlInf12xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlInf12xlarge = "ml.inf1.2xlarge"

	// ProductionVariantInstanceTypeMlInf16xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlInf16xlarge = "ml.inf1.6xlarge"

	// ProductionVariantInstanceTypeMlInf124xlarge is a ProductionVariantInstanceType enum value
	ProductionVariantInstanceTypeMlInf124xlarge = "ml.inf1.24xlarge"
)
View Source 
const (
	// RecordWrapperNone is a RecordWrapper enum value
	RecordWrapperNone = "None"

	// RecordWrapperRecordIo is a RecordWrapper enum value
	RecordWrapperRecordIo = "RecordIO"
)
View Source 
const (
	// RepositoryAccessModePlatform is a RepositoryAccessMode enum value
	RepositoryAccessModePlatform = "Platform"

	// RepositoryAccessModeVpc is a RepositoryAccessMode enum value
	RepositoryAccessModeVpc = "Vpc"
)
View Source 
const (
	// ResourceTypeTrainingJob is a ResourceType enum value
	ResourceTypeTrainingJob = "TrainingJob"

	// ResourceTypeExperiment is a ResourceType enum value
	ResourceTypeExperiment = "Experiment"

	// ResourceTypeExperimentTrial is a ResourceType enum value
	ResourceTypeExperimentTrial = "ExperimentTrial"

	// ResourceTypeExperimentTrialComponent is a ResourceType enum value
	ResourceTypeExperimentTrialComponent = "ExperimentTrialComponent"
)
View Source 
const (
	// RetentionTypeRetain is a RetentionType enum value
	RetentionTypeRetain = "Retain"

	// RetentionTypeDelete is a RetentionType enum value
	RetentionTypeDelete = "Delete"
)
View Source 
const (
	// RootAccessEnabled is a RootAccess enum value
	RootAccessEnabled = "Enabled"

	// RootAccessDisabled is a RootAccess enum value
	RootAccessDisabled = "Disabled"
)
View Source 
const (
	// RuleEvaluationStatusInProgress is a RuleEvaluationStatus enum value
	RuleEvaluationStatusInProgress = "InProgress"

	// RuleEvaluationStatusNoIssuesFound is a RuleEvaluationStatus enum value
	RuleEvaluationStatusNoIssuesFound = "NoIssuesFound"

	// RuleEvaluationStatusIssuesFound is a RuleEvaluationStatus enum value
	RuleEvaluationStatusIssuesFound = "IssuesFound"

	// RuleEvaluationStatusError is a RuleEvaluationStatus enum value
	RuleEvaluationStatusError = "Error"

	// RuleEvaluationStatusStopping is a RuleEvaluationStatus enum value
	RuleEvaluationStatusStopping = "Stopping"

	// RuleEvaluationStatusStopped is a RuleEvaluationStatus enum value
	RuleEvaluationStatusStopped = "Stopped"
)
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 (
	// ScheduleStatusPending is a ScheduleStatus enum value
	ScheduleStatusPending = "Pending"

	// ScheduleStatusFailed is a ScheduleStatus enum value
	ScheduleStatusFailed = "Failed"

	// ScheduleStatusScheduled is a ScheduleStatus enum value
	ScheduleStatusScheduled = "Scheduled"

	// ScheduleStatusStopped is a ScheduleStatus enum value
	ScheduleStatusStopped = "Stopped"
)
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"

	// SecondaryStatusInterrupted is a SecondaryStatus enum value
	SecondaryStatusInterrupted = "Interrupted"

	// SecondaryStatusMaxWaitTimeExceeded is a SecondaryStatus enum value
	SecondaryStatusMaxWaitTimeExceeded = "MaxWaitTimeExceeded"
)
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 (
	// SortExperimentsByName is a SortExperimentsBy enum value
	SortExperimentsByName = "Name"

	// SortExperimentsByCreationTime is a SortExperimentsBy enum value
	SortExperimentsByCreationTime = "CreationTime"
)
View Source 
const (
	// SortOrderAscending is a SortOrder enum value
	SortOrderAscending = "Ascending"

	// SortOrderDescending is a SortOrder enum value
	SortOrderDescending = "Descending"
)
View Source 
const (
	// SortTrialComponentsByName is a SortTrialComponentsBy enum value
	SortTrialComponentsByName = "Name"

	// SortTrialComponentsByCreationTime is a SortTrialComponentsBy enum value
	SortTrialComponentsByCreationTime = "CreationTime"
)
View Source 
const (
	// SortTrialsByName is a SortTrialsBy enum value
	SortTrialsByName = "Name"

	// SortTrialsByCreationTime is a SortTrialsBy enum value
	SortTrialsByCreationTime = "CreationTime"
)
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"

	// SplitTypeTfrecord is a SplitType enum value
	SplitTypeTfrecord = "TFRecord"
)
View Source 
const (
	// TargetDeviceLambda is a TargetDevice enum value
	TargetDeviceLambda = "lambda"

	// 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"

	// TargetDeviceMlG4dn is a TargetDevice enum value
	TargetDeviceMlG4dn = "ml_g4dn"

	// TargetDeviceMlInf1 is a TargetDevice enum value
	TargetDeviceMlInf1 = "ml_inf1"

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

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

	// TargetDeviceJetsonNano is a TargetDevice enum value
	TargetDeviceJetsonNano = "jetson_nano"

	// TargetDeviceJetsonXavier is a TargetDevice enum value
	TargetDeviceJetsonXavier = "jetson_xavier"

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

	// TargetDeviceImx8qm is a TargetDevice enum value
	TargetDeviceImx8qm = "imx8qm"

	// TargetDeviceDeeplens is a TargetDevice enum value
	TargetDeviceDeeplens = "deeplens"

	// TargetDeviceRk3399 is a TargetDevice enum value
	TargetDeviceRk3399 = "rk3399"

	// TargetDeviceRk3288 is a TargetDevice enum value
	TargetDeviceRk3288 = "rk3288"

	// TargetDeviceAisage is a TargetDevice enum value
	TargetDeviceAisage = "aisage"

	// TargetDeviceSbeC is a TargetDevice enum value
	TargetDeviceSbeC = "sbe_c"

	// TargetDeviceQcs605 is a TargetDevice enum value
	TargetDeviceQcs605 = "qcs605"

	// TargetDeviceQcs603 is a TargetDevice enum value
	TargetDeviceQcs603 = "qcs603"

	// TargetDeviceSitaraAm57x is a TargetDevice enum value
	TargetDeviceSitaraAm57x = "sitara_am57x"

	// TargetDeviceAmbaCv22 is a TargetDevice enum value
	TargetDeviceAmbaCv22 = "amba_cv22"

	// TargetDeviceX86Win32 is a TargetDevice enum value
	TargetDeviceX86Win32 = "x86_win32"

	// TargetDeviceX86Win64 is a TargetDevice enum value
	TargetDeviceX86Win64 = "x86_win64"
)
View Source 
const (
	// TargetPlatformAcceleratorIntelGraphics is a TargetPlatformAccelerator enum value
	TargetPlatformAcceleratorIntelGraphics = "INTEL_GRAPHICS"

	// TargetPlatformAcceleratorMali is a TargetPlatformAccelerator enum value
	TargetPlatformAcceleratorMali = "MALI"

	// TargetPlatformAcceleratorNvidia is a TargetPlatformAccelerator enum value
	TargetPlatformAcceleratorNvidia = "NVIDIA"
)
View Source 
const (
	// TargetPlatformArchX8664 is a TargetPlatformArch enum value
	TargetPlatformArchX8664 = "X86_64"

	// TargetPlatformArchX86 is a TargetPlatformArch enum value
	TargetPlatformArchX86 = "X86"

	// TargetPlatformArchArm64 is a TargetPlatformArch enum value
	TargetPlatformArchArm64 = "ARM64"

	// TargetPlatformArchArmEabi is a TargetPlatformArch enum value
	TargetPlatformArchArmEabi = "ARM_EABI"

	// TargetPlatformArchArmEabihf is a TargetPlatformArch enum value
	TargetPlatformArchArmEabihf = "ARM_EABIHF"
)
View Source 
const (
	// TargetPlatformOsAndroid is a TargetPlatformOs enum value
	TargetPlatformOsAndroid = "ANDROID"

	// TargetPlatformOsLinux is a TargetPlatformOs enum value
	TargetPlatformOsLinux = "LINUX"
)
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"

	// TrainingInstanceTypeMlG4dnXlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlG4dnXlarge = "ml.g4dn.xlarge"

	// TrainingInstanceTypeMlG4dn2xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlG4dn2xlarge = "ml.g4dn.2xlarge"

	// TrainingInstanceTypeMlG4dn4xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlG4dn4xlarge = "ml.g4dn.4xlarge"

	// TrainingInstanceTypeMlG4dn8xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlG4dn8xlarge = "ml.g4dn.8xlarge"

	// TrainingInstanceTypeMlG4dn12xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlG4dn12xlarge = "ml.g4dn.12xlarge"

	// TrainingInstanceTypeMlG4dn16xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlG4dn16xlarge = "ml.g4dn.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"

	// TrainingInstanceTypeMlP3dn24xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlP3dn24xlarge = "ml.p3dn.24xlarge"

	// 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"

	// TrainingInstanceTypeMlC5nXlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5nXlarge = "ml.c5n.xlarge"

	// TrainingInstanceTypeMlC5n2xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5n2xlarge = "ml.c5n.2xlarge"

	// TrainingInstanceTypeMlC5n4xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5n4xlarge = "ml.c5n.4xlarge"

	// TrainingInstanceTypeMlC5n9xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5n9xlarge = "ml.c5n.9xlarge"

	// TrainingInstanceTypeMlC5n18xlarge is a TrainingInstanceType enum value
	TrainingInstanceTypeMlC5n18xlarge = "ml.c5n.18xlarge"
)
View Source 
const (
	// TrainingJobEarlyStoppingTypeOff is a TrainingJobEarlyStoppingType enum value
	TrainingJobEarlyStoppingTypeOff = "Off"

	// TrainingJobEarlyStoppingTypeAuto is a TrainingJobEarlyStoppingType enum value
	TrainingJobEarlyStoppingTypeAuto = "Auto"
)
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 (
	// TrialComponentPrimaryStatusInProgress is a TrialComponentPrimaryStatus enum value
	TrialComponentPrimaryStatusInProgress = "InProgress"

	// TrialComponentPrimaryStatusCompleted is a TrialComponentPrimaryStatus enum value
	TrialComponentPrimaryStatusCompleted = "Completed"

	// TrialComponentPrimaryStatusFailed is a TrialComponentPrimaryStatus enum value
	TrialComponentPrimaryStatusFailed = "Failed"

	// TrialComponentPrimaryStatusStopping is a TrialComponentPrimaryStatus enum value
	TrialComponentPrimaryStatusStopping = "Stopping"

	// TrialComponentPrimaryStatusStopped is a TrialComponentPrimaryStatus enum value
	TrialComponentPrimaryStatusStopped = "Stopped"
)
View Source 
const (
	// UserProfileSortKeyCreationTime is a UserProfileSortKey enum value
	UserProfileSortKeyCreationTime = "CreationTime"

	// UserProfileSortKeyLastModifiedTime is a UserProfileSortKey enum value
	UserProfileSortKeyLastModifiedTime = "LastModifiedTime"
)
View Source 
const (
	// UserProfileStatusDeleting is a UserProfileStatus enum value
	UserProfileStatusDeleting = "Deleting"

	// UserProfileStatusFailed is a UserProfileStatus enum value
	UserProfileStatusFailed = "Failed"

	// UserProfileStatusInService is a UserProfileStatus enum value
	UserProfileStatusInService = "InService"

	// UserProfileStatusPending is a UserProfileStatus enum value
	UserProfileStatusPending = "Pending"
)
View Source 
const (
	// VariantPropertyTypeDesiredInstanceCount is a VariantPropertyType enum value
	VariantPropertyTypeDesiredInstanceCount = "DesiredInstanceCount"

	// VariantPropertyTypeDesiredWeight is a VariantPropertyType enum value
	VariantPropertyTypeDesiredWeight = "DesiredWeight"

	// VariantPropertyTypeDataCaptureConfig is a VariantPropertyType enum value
	VariantPropertyTypeDataCaptureConfig = "DataCaptureConfig"
)
View Source 
const (

	// ErrCodeConflictException for service response error code
	// "ConflictException".
	//
	// There was a conflict when you attempted to modify an experiment, trial, or
	// trial component.
	ErrCodeConflictException = "ConflictException"

	// 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 identifier of a specific service.
)

Service information constants

View Source 
const (
	// AppSortKeyCreationTime is a AppSortKey enum value
	AppSortKeyCreationTime = "CreationTime"
)
View Source 
const (
	// ListLabelingJobsForWorkteamSortByOptionsCreationTime is a ListLabelingJobsForWorkteamSortByOptions enum value
	ListLabelingJobsForWorkteamSortByOptionsCreationTime = "CreationTime"
)

Variables

This section is empty.

Functions

func AlgorithmSortBy_Values added in v1.34.3 

func AlgorithmSortBy_Values() []string

AlgorithmSortBy_Values returns all elements of the AlgorithmSortBy enum

func AlgorithmStatus_Values added in v1.34.3 

func AlgorithmStatus_Values() []string

AlgorithmStatus_Values returns all elements of the AlgorithmStatus enum

func AppInstanceType_Values added in v1.34.3 

func AppInstanceType_Values() []string

AppInstanceType_Values returns all elements of the AppInstanceType enum

func AppSortKey_Values added in v1.34.3 

func AppSortKey_Values() []string

AppSortKey_Values returns all elements of the AppSortKey enum

func AppStatus_Values added in v1.34.3 

func AppStatus_Values() []string

AppStatus_Values returns all elements of the AppStatus enum

func AppType_Values added in v1.34.3 

func AppType_Values() []string

AppType_Values returns all elements of the AppType enum

func AssemblyType_Values added in v1.34.3 

func AssemblyType_Values() []string

AssemblyType_Values returns all elements of the AssemblyType enum

func AuthMode_Values added in v1.34.3 

func AuthMode_Values() []string

AuthMode_Values returns all elements of the AuthMode enum

func AutoMLJobObjectiveType_Values added in v1.34.3 

func AutoMLJobObjectiveType_Values() []string

AutoMLJobObjectiveType_Values returns all elements of the AutoMLJobObjectiveType enum

func AutoMLJobSecondaryStatus_Values added in v1.34.3 

func AutoMLJobSecondaryStatus_Values() []string

AutoMLJobSecondaryStatus_Values returns all elements of the AutoMLJobSecondaryStatus enum

func AutoMLJobStatus_Values added in v1.34.3 

func AutoMLJobStatus_Values() []string

AutoMLJobStatus_Values returns all elements of the AutoMLJobStatus enum

func AutoMLMetricEnum_Values added in v1.34.3 

func AutoMLMetricEnum_Values() []string

AutoMLMetricEnum_Values returns all elements of the AutoMLMetricEnum enum

func AutoMLS3DataType_Values added in v1.34.3 

func AutoMLS3DataType_Values() []string

AutoMLS3DataType_Values returns all elements of the AutoMLS3DataType enum

func AutoMLSortBy_Values added in v1.34.3 

func AutoMLSortBy_Values() []string

AutoMLSortBy_Values returns all elements of the AutoMLSortBy enum

func AutoMLSortOrder_Values added in v1.34.3 

func AutoMLSortOrder_Values() []string

AutoMLSortOrder_Values returns all elements of the AutoMLSortOrder enum

func AwsManagedHumanLoopRequestSource_Values added in v1.34.3 

func AwsManagedHumanLoopRequestSource_Values() []string

AwsManagedHumanLoopRequestSource_Values returns all elements of the AwsManagedHumanLoopRequestSource enum

func BatchStrategy_Values added in v1.34.3 

func BatchStrategy_Values() []string

BatchStrategy_Values returns all elements of the BatchStrategy enum

func BooleanOperator_Values added in v1.34.3 

func BooleanOperator_Values() []string

BooleanOperator_Values returns all elements of the BooleanOperator enum

func CandidateSortBy_Values added in v1.34.3 

func CandidateSortBy_Values() []string

CandidateSortBy_Values returns all elements of the CandidateSortBy enum

func CandidateStatus_Values added in v1.34.3 

func CandidateStatus_Values() []string

CandidateStatus_Values returns all elements of the CandidateStatus enum

func CandidateStepType_Values added in v1.34.3 

func CandidateStepType_Values() []string

CandidateStepType_Values returns all elements of the CandidateStepType enum

func CaptureMode_Values added in v1.34.3 

func CaptureMode_Values() []string

CaptureMode_Values returns all elements of the CaptureMode enum

func CaptureStatus_Values added in v1.34.3 

func CaptureStatus_Values() []string

CaptureStatus_Values returns all elements of the CaptureStatus enum

func CodeRepositorySortBy_Values added in v1.34.3 

func CodeRepositorySortBy_Values() []string

CodeRepositorySortBy_Values returns all elements of the CodeRepositorySortBy enum

func CodeRepositorySortOrder_Values added in v1.34.3 

func CodeRepositorySortOrder_Values() []string

CodeRepositorySortOrder_Values returns all elements of the CodeRepositorySortOrder enum

func CompilationJobStatus_Values added in v1.34.3 

func CompilationJobStatus_Values() []string

CompilationJobStatus_Values returns all elements of the CompilationJobStatus enum

func CompressionType_Values added in v1.34.3 

func CompressionType_Values() []string

CompressionType_Values returns all elements of the CompressionType enum

func ContainerMode_Values added in v1.34.3 

func ContainerMode_Values() []string

ContainerMode_Values returns all elements of the ContainerMode enum

func ContentClassifier_Values added in v1.34.3 

func ContentClassifier_Values() []string

ContentClassifier_Values returns all elements of the ContentClassifier enum

func DetailedAlgorithmStatus_Values added in v1.34.3 

func DetailedAlgorithmStatus_Values() []string

DetailedAlgorithmStatus_Values returns all elements of the DetailedAlgorithmStatus enum

func DetailedModelPackageStatus_Values added in v1.34.3 

func DetailedModelPackageStatus_Values() []string

DetailedModelPackageStatus_Values returns all elements of the DetailedModelPackageStatus enum

func DirectInternetAccess_Values added in v1.34.3 

func DirectInternetAccess_Values() []string

DirectInternetAccess_Values returns all elements of the DirectInternetAccess enum

func DomainStatus_Values added in v1.34.3 

func DomainStatus_Values() []string

DomainStatus_Values returns all elements of the DomainStatus enum

func EndpointConfigSortKey_Values added in v1.34.3 

func EndpointConfigSortKey_Values() []string

EndpointConfigSortKey_Values returns all elements of the EndpointConfigSortKey enum

func EndpointSortKey_Values added in v1.34.3 

func EndpointSortKey_Values() []string

EndpointSortKey_Values returns all elements of the EndpointSortKey enum

func EndpointStatus_Values added in v1.34.3 

func EndpointStatus_Values() []string

EndpointStatus_Values returns all elements of the EndpointStatus enum

func ExecutionStatus_Values added in v1.34.3 

func ExecutionStatus_Values() []string

ExecutionStatus_Values returns all elements of the ExecutionStatus enum

func FileSystemAccessMode_Values added in v1.34.3 

func FileSystemAccessMode_Values() []string

FileSystemAccessMode_Values returns all elements of the FileSystemAccessMode enum

func FileSystemType_Values added in v1.34.3 

func FileSystemType_Values() []string

FileSystemType_Values returns all elements of the FileSystemType enum

func FlowDefinitionStatus_Values added in v1.34.3 

func FlowDefinitionStatus_Values() []string

FlowDefinitionStatus_Values returns all elements of the FlowDefinitionStatus enum

func Framework_Values added in v1.34.3 

func Framework_Values() []string

Framework_Values returns all elements of the Framework enum

func HumanTaskUiStatus_Values added in v1.34.3 

func HumanTaskUiStatus_Values() []string

HumanTaskUiStatus_Values returns all elements of the HumanTaskUiStatus enum

func HyperParameterScalingType_Values added in v1.34.3 

func HyperParameterScalingType_Values() []string

HyperParameterScalingType_Values returns all elements of the HyperParameterScalingType enum

func HyperParameterTuningJobObjectiveType_Values added in v1.34.3 

func HyperParameterTuningJobObjectiveType_Values() []string

HyperParameterTuningJobObjectiveType_Values returns all elements of the HyperParameterTuningJobObjectiveType enum

func HyperParameterTuningJobSortByOptions_Values added in v1.34.3 

func HyperParameterTuningJobSortByOptions_Values() []string

HyperParameterTuningJobSortByOptions_Values returns all elements of the HyperParameterTuningJobSortByOptions enum

func HyperParameterTuningJobStatus_Values added in v1.34.3 

func HyperParameterTuningJobStatus_Values() []string

HyperParameterTuningJobStatus_Values returns all elements of the HyperParameterTuningJobStatus enum

func HyperParameterTuningJobStrategyType_Values added in v1.34.3 

func HyperParameterTuningJobStrategyType_Values() []string

HyperParameterTuningJobStrategyType_Values returns all elements of the HyperParameterTuningJobStrategyType enum

func HyperParameterTuningJobWarmStartType_Values added in v1.34.3 

func HyperParameterTuningJobWarmStartType_Values() []string

HyperParameterTuningJobWarmStartType_Values returns all elements of the HyperParameterTuningJobWarmStartType enum

func InstanceType_Values added in v1.34.3 

func InstanceType_Values() []string

InstanceType_Values returns all elements of the InstanceType enum

func JoinSource_Values added in v1.34.3 

func JoinSource_Values() []string

JoinSource_Values returns all elements of the JoinSource enum

func LabelingJobStatus_Values added in v1.34.3 

func LabelingJobStatus_Values() []string

LabelingJobStatus_Values returns all elements of the LabelingJobStatus enum

func ListCompilationJobsSortBy_Values added in v1.34.3 

func ListCompilationJobsSortBy_Values() []string

ListCompilationJobsSortBy_Values returns all elements of the ListCompilationJobsSortBy enum

func ListLabelingJobsForWorkteamSortByOptions_Values added in v1.34.3 

func ListLabelingJobsForWorkteamSortByOptions_Values() []string

ListLabelingJobsForWorkteamSortByOptions_Values returns all elements of the ListLabelingJobsForWorkteamSortByOptions enum

func ListWorkforcesSortByOptions_Values added in v1.34.3 

func ListWorkforcesSortByOptions_Values() []string

ListWorkforcesSortByOptions_Values returns all elements of the ListWorkforcesSortByOptions enum

func ListWorkteamsSortByOptions_Values added in v1.34.3 

func ListWorkteamsSortByOptions_Values() []string

ListWorkteamsSortByOptions_Values returns all elements of the ListWorkteamsSortByOptions enum

func ModelPackageSortBy_Values added in v1.34.3 

func ModelPackageSortBy_Values() []string

ModelPackageSortBy_Values returns all elements of the ModelPackageSortBy enum

func ModelPackageStatus_Values added in v1.34.3 

func ModelPackageStatus_Values() []string

ModelPackageStatus_Values returns all elements of the ModelPackageStatus enum

func ModelSortKey_Values added in v1.34.3 

func ModelSortKey_Values() []string

ModelSortKey_Values returns all elements of the ModelSortKey enum

func MonitoringExecutionSortKey_Values added in v1.34.3 

func MonitoringExecutionSortKey_Values() []string

MonitoringExecutionSortKey_Values returns all elements of the MonitoringExecutionSortKey enum

func MonitoringScheduleSortKey_Values added in v1.34.3 

func MonitoringScheduleSortKey_Values() []string

MonitoringScheduleSortKey_Values returns all elements of the MonitoringScheduleSortKey enum

func NotebookInstanceAcceleratorType_Values added in v1.34.3 

func NotebookInstanceAcceleratorType_Values() []string

NotebookInstanceAcceleratorType_Values returns all elements of the NotebookInstanceAcceleratorType enum

func NotebookInstanceLifecycleConfigSortKey_Values added in v1.34.3 

func NotebookInstanceLifecycleConfigSortKey_Values() []string

NotebookInstanceLifecycleConfigSortKey_Values returns all elements of the NotebookInstanceLifecycleConfigSortKey enum

func NotebookInstanceLifecycleConfigSortOrder_Values added in v1.34.3 

func NotebookInstanceLifecycleConfigSortOrder_Values() []string

NotebookInstanceLifecycleConfigSortOrder_Values returns all elements of the NotebookInstanceLifecycleConfigSortOrder enum

func NotebookInstanceSortKey_Values added in v1.34.3 

func NotebookInstanceSortKey_Values() []string

NotebookInstanceSortKey_Values returns all elements of the NotebookInstanceSortKey enum

func NotebookInstanceSortOrder_Values added in v1.34.3 

func NotebookInstanceSortOrder_Values() []string

NotebookInstanceSortOrder_Values returns all elements of the NotebookInstanceSortOrder enum

func NotebookInstanceStatus_Values added in v1.34.3 

func NotebookInstanceStatus_Values() []string

NotebookInstanceStatus_Values returns all elements of the NotebookInstanceStatus enum

func NotebookOutputOption_Values added in v1.34.3 

func NotebookOutputOption_Values() []string

NotebookOutputOption_Values returns all elements of the NotebookOutputOption enum

func ObjectiveStatus_Values added in v1.34.3 

func ObjectiveStatus_Values() []string

ObjectiveStatus_Values returns all elements of the ObjectiveStatus enum

func Operator_Values added in v1.34.3 

func Operator_Values() []string

Operator_Values returns all elements of the Operator enum

func OrderKey_Values added in v1.34.3 

func OrderKey_Values() []string

OrderKey_Values returns all elements of the OrderKey enum

func ParameterType_Values added in v1.34.3 

func ParameterType_Values() []string

ParameterType_Values returns all elements of the ParameterType enum

func ProblemType_Values added in v1.34.3 

func ProblemType_Values() []string

ProblemType_Values returns all elements of the ProblemType enum

func ProcessingInstanceType_Values added in v1.34.3 

func ProcessingInstanceType_Values() []string

ProcessingInstanceType_Values returns all elements of the ProcessingInstanceType enum

func ProcessingJobStatus_Values added in v1.34.3 

func ProcessingJobStatus_Values() []string

ProcessingJobStatus_Values returns all elements of the ProcessingJobStatus enum

func ProcessingS3CompressionType_Values added in v1.34.3 

func ProcessingS3CompressionType_Values() []string

ProcessingS3CompressionType_Values returns all elements of the ProcessingS3CompressionType enum

func ProcessingS3DataDistributionType_Values added in v1.34.3 

func ProcessingS3DataDistributionType_Values() []string

ProcessingS3DataDistributionType_Values returns all elements of the ProcessingS3DataDistributionType enum

func ProcessingS3DataType_Values added in v1.34.3 

func ProcessingS3DataType_Values() []string

ProcessingS3DataType_Values returns all elements of the ProcessingS3DataType enum

func ProcessingS3InputMode_Values added in v1.34.3 

func ProcessingS3InputMode_Values() []string

ProcessingS3InputMode_Values returns all elements of the ProcessingS3InputMode enum

func ProcessingS3UploadMode_Values added in v1.34.3 

func ProcessingS3UploadMode_Values() []string

ProcessingS3UploadMode_Values returns all elements of the ProcessingS3UploadMode enum

func ProductionVariantAcceleratorType_Values added in v1.34.3 

func ProductionVariantAcceleratorType_Values() []string

ProductionVariantAcceleratorType_Values returns all elements of the ProductionVariantAcceleratorType enum

func ProductionVariantInstanceType_Values added in v1.34.3 

func ProductionVariantInstanceType_Values() []string

ProductionVariantInstanceType_Values returns all elements of the ProductionVariantInstanceType enum

func RecordWrapper_Values added in v1.34.3 

func RecordWrapper_Values() []string

RecordWrapper_Values returns all elements of the RecordWrapper enum

func RepositoryAccessMode_Values added in v1.34.5 

func RepositoryAccessMode_Values() []string

RepositoryAccessMode_Values returns all elements of the RepositoryAccessMode enum

func ResourceType_Values added in v1.34.3 

func ResourceType_Values() []string

ResourceType_Values returns all elements of the ResourceType enum

func RetentionType_Values added in v1.34.3 

func RetentionType_Values() []string

RetentionType_Values returns all elements of the RetentionType enum

func RootAccess_Values added in v1.34.3 

func RootAccess_Values() []string

RootAccess_Values returns all elements of the RootAccess enum

func RuleEvaluationStatus_Values added in v1.34.3 

func RuleEvaluationStatus_Values() []string

RuleEvaluationStatus_Values returns all elements of the RuleEvaluationStatus enum

func S3DataDistribution_Values added in v1.34.3 

func S3DataDistribution_Values() []string

S3DataDistribution_Values returns all elements of the S3DataDistribution enum

func S3DataType_Values added in v1.34.3 

func S3DataType_Values() []string

S3DataType_Values returns all elements of the S3DataType enum

func ScheduleStatus_Values added in v1.34.3 

func ScheduleStatus_Values() []string

ScheduleStatus_Values returns all elements of the ScheduleStatus enum

func SearchSortOrder_Values added in v1.34.3 

func SearchSortOrder_Values() []string

SearchSortOrder_Values returns all elements of the SearchSortOrder enum

func SecondaryStatus_Values added in v1.34.3 

func SecondaryStatus_Values() []string

SecondaryStatus_Values returns all elements of the SecondaryStatus enum

func SortBy_Values added in v1.34.3 

func SortBy_Values() []string

SortBy_Values returns all elements of the SortBy enum

func SortExperimentsBy_Values added in v1.34.3 

func SortExperimentsBy_Values() []string

SortExperimentsBy_Values returns all elements of the SortExperimentsBy enum

func SortOrder_Values added in v1.34.3 

func SortOrder_Values() []string

SortOrder_Values returns all elements of the SortOrder enum

func SortTrialComponentsBy_Values added in v1.34.3 

func SortTrialComponentsBy_Values() []string

SortTrialComponentsBy_Values returns all elements of the SortTrialComponentsBy enum

func SortTrialsBy_Values added in v1.34.3 

func SortTrialsBy_Values() []string

SortTrialsBy_Values returns all elements of the SortTrialsBy enum

func SplitType_Values added in v1.34.3 

func SplitType_Values() []string

SplitType_Values returns all elements of the SplitType enum

func TargetDevice_Values added in v1.34.3 

func TargetDevice_Values() []string

TargetDevice_Values returns all elements of the TargetDevice enum

func TargetPlatformAccelerator_Values added in v1.34.3 

func TargetPlatformAccelerator_Values() []string

TargetPlatformAccelerator_Values returns all elements of the TargetPlatformAccelerator enum

func TargetPlatformArch_Values added in v1.34.3 

func TargetPlatformArch_Values() []string

TargetPlatformArch_Values returns all elements of the TargetPlatformArch enum

func TargetPlatformOs_Values added in v1.34.3 

func TargetPlatformOs_Values() []string

TargetPlatformOs_Values returns all elements of the TargetPlatformOs enum

func TrainingInputMode_Values added in v1.34.3 

func TrainingInputMode_Values() []string

TrainingInputMode_Values returns all elements of the TrainingInputMode enum

func TrainingInstanceType_Values added in v1.34.3 

func TrainingInstanceType_Values() []string

TrainingInstanceType_Values returns all elements of the TrainingInstanceType enum

func TrainingJobEarlyStoppingType_Values added in v1.34.3 

func TrainingJobEarlyStoppingType_Values() []string

TrainingJobEarlyStoppingType_Values returns all elements of the TrainingJobEarlyStoppingType enum

func TrainingJobSortByOptions_Values added in v1.34.3 

func TrainingJobSortByOptions_Values() []string

TrainingJobSortByOptions_Values returns all elements of the TrainingJobSortByOptions enum

func TrainingJobStatus_Values added in v1.34.3 

func TrainingJobStatus_Values() []string

TrainingJobStatus_Values returns all elements of the TrainingJobStatus enum

func TransformInstanceType_Values added in v1.34.3 

func TransformInstanceType_Values() []string

TransformInstanceType_Values returns all elements of the TransformInstanceType enum

func TransformJobStatus_Values added in v1.34.3 

func TransformJobStatus_Values() []string

TransformJobStatus_Values returns all elements of the TransformJobStatus enum

func TrialComponentPrimaryStatus_Values added in v1.34.3 

func TrialComponentPrimaryStatus_Values() []string

TrialComponentPrimaryStatus_Values returns all elements of the TrialComponentPrimaryStatus enum

func UserProfileSortKey_Values added in v1.34.3 

func UserProfileSortKey_Values() []string

UserProfileSortKey_Values returns all elements of the UserProfileSortKey enum

func UserProfileStatus_Values added in v1.34.3 

func UserProfileStatus_Values() []string

UserProfileStatus_Values returns all elements of the UserProfileStatus enum

func VariantPropertyType_Values added in v1.34.3 

func VariantPropertyType_Values() []string

VariantPropertyType_Values returns all elements of the VariantPropertyType enum

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"`

	// To generate and save time-series metrics during training, set to true. The
	// default is false and time-series metrics aren't generated except in the following
	// cases:
	//
	//    * You use one of the Amazon SageMaker built-in algorithms
	//
	//    * You use one of the following Prebuilt Amazon SageMaker Docker Images
	//    (https://docs.aws.amazon.com/sagemaker/latest/dg/pre-built-containers-frameworks-deep-learning.html):
	//    Tensorflow (version >= 1.15) MXNet (version >= 1.6) PyTorch (version >=
	//    1.3)
	//
	//    * You specify at least one MetricDefinition
	EnableSageMakerMetricsTimeSeries *bool `type:"boolean"`

	// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	TrainingImage *string `type:"string"`

	// The input mode that the algorithm supports. For the input modes that Amazon
	// SageMaker algorithms support, see Algorithms (https://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 request.

For more information about algorithms provided by Amazon SageMaker, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html). For information about using your own algorithms, see Using Your Own Algorithms with Amazon SageMaker (https://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) SetEnableSageMakerMetricsTimeSeries added in v1.25.47 

func (s *AlgorithmSpecification) SetEnableSageMakerMetricsTimeSeries(v bool) *AlgorithmSpecification

SetEnableSageMakerMetricsTimeSeries sets the EnableSageMakerMetricsTimeSeries 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 algorithm validation.
	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 {

	// if the overall status is Failed, the reason for the failure.
	FailureReason *string `type:"string"`

	// The name of the algorithm for which the overall status is being reported.
	//
	// 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 description of the algorithm.
	AlgorithmDescription *string `type:"string"`

	// The name of the algorithm that 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-annotation-consolidation.html)
	// and to process output data.
	//
	// This parameter is required for all labeling jobs. For built-in task types
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-task-types.html), use
	// one of the following Amazon SageMaker Ground Truth Lambda function ARNs for
	// AnnotationConsolidationLambdaArn. For custom labeling workflows, see Post-annotation
	// Lambda (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates-step3.html#sms-custom-templates-step3-postlambda).
	//
	// Bounding box - Finds the most similar boxes from different workers based
	// on the Jaccard index of the boxes.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-BoundingBox arn:aws:lambda:us-east-2:266458841044:function:ACS-BoundingBox
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-BoundingBox arn:aws:lambda:eu-west-1:568282634449:function:ACS-BoundingBox
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-BoundingBox arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-BoundingBox
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-BoundingBox arn:aws:lambda:eu-central-1:203001061592:function:ACS-BoundingBox
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-BoundingBox arn:aws:lambda:eu-west-2:487402164563:function:ACS-BoundingBox
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-BoundingBox arn:aws:lambda:ca-central-1:918755190332: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:us-east-1:432418664414:function:ACS-ImageMultiClass arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClass
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClass arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClass
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClass
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClass
	//
	// Multi-label image classification - Uses a variant of the Expectation Maximization
	// approach to estimate the true classes of an image based on annotations from
	// individual workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-ImageMultiClassMultiLabel
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-ImageMultiClassMultiLabel
	//
	// Semantic segmentation - Treats each pixel in an image as a multi-class classification
	// and treats pixel annotations from workers as "votes" for the correct label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-SemanticSegmentation
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-SemanticSegmentation
	//
	// 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:us-east-1:432418664414:function:ACS-TextMultiClass arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClass
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClass arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClass
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClass
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClass
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClass
	//
	// Multi-label text classification - Uses a variant of the Expectation Maximization
	// approach to estimate the true classes of text based on annotations from individual
	// workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-TextMultiClassMultiLabel
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-TextMultiClassMultiLabel
	//
	// Named entity recognition - Groups similar selections and calculates aggregate
	// boundaries, resolving to most-assigned label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-NamedEntityRecognition
	//
	// Named entity recognition - Groups similar selections and calculates aggregate
	// boundaries, resolving to most-assigned label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-NamedEntityRecognition
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-NamedEntityRecognition
	//
	// Video Classification - Use this task type when you need workers to classify
	// videos using predefined labels that you specify. Workers are shown videos
	// and are asked to choose one label for each video.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoMultiClass arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoMultiClass
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoMultiClass arn:aws:lambda:eu-west-1:568282634449:function:ACS-VideoMultiClass
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VideoMultiClass
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VideoMultiClass
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-VideoMultiClass arn:aws:lambda:eu-central-1:203001061592:function:ACS-VideoMultiClass
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VideoMultiClass
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-VideoMultiClass arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VideoMultiClass
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-VideoMultiClass
	//
	// Video Frame Object Detection - Use this task type to have workers identify
	// and locate objects in a sequence of video frames (images extracted from a
	// video) using bounding boxes. For example, you can use this task to ask workers
	// to identify and localize various objects in a series of video frames, such
	// as cars, bikes, and pedestrians.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VideoObjectDetection
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-VideoObjectDetection
	//
	// Video Frame Object Tracking - Use this task type to have workers track the
	// movement of objects in a sequence of video frames (images extracted from
	// a video) using bounding boxes. For example, you can use this task to ask
	// workers to track the movement of objects, such as cars, bikes, and pedestrians.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VideoObjectTracking
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-VideoObjectTracking
	//
	// 3D point cloud object detection - Use this task type when you want workers
	// to classify objects in a 3D point cloud by drawing 3D cuboids around objects.
	// For example, you can use this task type to ask workers to identify different
	// types of objects in a point cloud, such as cars, bikes, and pedestrians.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-3DPointCloudObjectDetection
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-3DPointCloudObjectDetection
	//
	// 3D point cloud object tracking - Use this task type when you want workers
	// to draw 3D cuboids around objects that appear in a sequence of 3D point cloud
	// frames. For example, you can use this task type to ask workers to track the
	// movement of vehicles across multiple point cloud frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-3DPointCloudObjectTracking
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-3DPointCloudObjectTracking
	//
	// 3D point cloud semantic segmentation - Use this task type when you want workers
	// to create a point-level semantic segmentation masks by painting objects in
	// a 3D point cloud using different colors where each color is assigned to one
	// of the classes you specify.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-3DPointCloudSemanticSegmentation
	//
	// Use the following ARNs for Label Verification and Adjustment Jobs
	//
	// Use label verification and adjustment jobs to review and adjust labels. To
	// learn more, see Verify and Adjust Labels (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-verification-data.html).
	//
	// Semantic segmentation adjustment - Treats each pixel in an image as a multi-class
	// classification and treats pixel adjusted annotations from workers as "votes"
	// for the correct label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentSemanticSegmentation
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentSemanticSegmentation
	//
	// Semantic segmentation verification - Uses a variant of the Expectation Maximization
	// approach to estimate the true class of verification judgment for semantic
	// segmentation labels based on annotations from individual workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VerificationSemanticSegmentation
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-VerificationSemanticSegmentation
	//
	// Bounding box verification - Uses a variant of the Expectation Maximization
	// approach to estimate the true class of verification judgement for bounding
	// box labels based on annotations from individual workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-VerificationBoundingBox
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-VerificationBoundingBox
	//
	// Bounding box adjustment - Finds the most similar boxes from different workers
	// based on the Jaccard index of the adjusted annotations.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentBoundingBox
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentBoundingBox
	//
	// Video Frame Object Detection Adjustment - Use this task type when you want
	// workers to adjust bounding boxes that workers have added to video frames
	// to classify and localize objects in a sequence of video frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentVideoObjectDetection
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentVideoObjectDetection
	//
	// Video Frame Object Tracking Adjustment - Use this task type when you want
	// workers to adjust bounding boxes that workers have added to video frames
	// to track object movement across a sequence of video frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-AdjustmentVideoObjectTracking
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-AdjustmentVideoObjectTracking
	//
	// 3D point cloud object detection adjustment - Use this task type when you
	// want workers to adjust 3D cuboids around objects in a 3D point cloud.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudObjectDetection
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudObjectDetection
	//
	// 3D point cloud object tracking adjustment - Use this task type when you want
	// workers to adjust 3D cuboids around objects that appear in a sequence of
	// 3D point cloud frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudObjectTracking
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudObjectTracking
	//
	// 3D point cloud semantic segmentation adjustment - Use this task type when
	// you want workers to adjust a point-level semantic segmentation masks using
	// a paint tool.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:us-east-2:266458841044:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:us-west-2:081040173940:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:eu-west-1:568282634449:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-1:477331159723:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-2:454466003867:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-south-1:565803892007:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:eu-central-1:203001061592:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-northeast-2:845288260483:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:eu-west-2:487402164563:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ap-southeast-1:377565633583:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//    arn:aws:lambda:ca-central-1:918755190332:function:ACS-Adjustment3DPointCloudSemanticSegmentation
	//
	// AnnotationConsolidationLambdaArn is a required field
	AnnotationConsolidationLambdaArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Configures how labels are consolidated across human workers and processes output data.

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 AppDetails added in v1.25.47 

type AppDetails struct {

	// The name of the app.
	AppName *string `type:"string"`

	// The type of app.
	AppType *string `type:"string" enum:"AppType"`

	// The creation time.
	CreationTime *time.Time `type:"timestamp"`

	// The domain ID.
	DomainId *string `type:"string"`

	// The status.
	Status *string `type:"string" enum:"AppStatus"`

	// The user profile name.
	UserProfileName *string `type:"string"`
	// contains filtered or unexported fields
}

The app's details.

func (AppDetails) GoString added in v1.25.47 

func (s AppDetails) GoString() string

GoString returns the string representation

func (*AppDetails) SetAppName added in v1.25.47 

func (s *AppDetails) SetAppName(v string) *AppDetails

SetAppName sets the AppName field's value.

func (*AppDetails) SetAppType added in v1.25.47 

func (s *AppDetails) SetAppType(v string) *AppDetails

SetAppType sets the AppType field's value.

func (*AppDetails) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*AppDetails) SetDomainId added in v1.25.47 

func (s *AppDetails) SetDomainId(v string) *AppDetails

SetDomainId sets the DomainId field's value.

func (*AppDetails) SetStatus added in v1.25.47 

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

SetStatus sets the Status field's value.

func (*AppDetails) SetUserProfileName added in v1.25.47 

func (s *AppDetails) SetUserProfileName(v string) *AppDetails

SetUserProfileName sets the UserProfileName field's value.

func (AppDetails) String added in v1.25.47 

func (s AppDetails) String() string

String returns the string representation

type AppSpecification added in v1.25.47 

type AppSpecification struct {

	// The arguments for a container used to run a processing job.
	ContainerArguments []*string `min:"1" type:"list"`

	// The entrypoint for a container used to run a processing job.
	ContainerEntrypoint []*string `min:"1" type:"list"`

	// The container image to be run by the processing job.
	//
	// ImageUri is a required field
	ImageUri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Configuration to run a processing job in a specified container image.

func (AppSpecification) GoString added in v1.25.47 

func (s AppSpecification) GoString() string

GoString returns the string representation

func (*AppSpecification) SetContainerArguments added in v1.25.47 

func (s *AppSpecification) SetContainerArguments(v []*string) *AppSpecification

SetContainerArguments sets the ContainerArguments field's value.

func (*AppSpecification) SetContainerEntrypoint added in v1.25.47 

func (s *AppSpecification) SetContainerEntrypoint(v []*string) *AppSpecification

SetContainerEntrypoint sets the ContainerEntrypoint field's value.

func (*AppSpecification) SetImageUri added in v1.25.47 

func (s *AppSpecification) SetImageUri(v string) *AppSpecification

SetImageUri sets the ImageUri field's value.

func (AppSpecification) String added in v1.25.47 

func (s AppSpecification) String() string

String returns the string representation

func (*AppSpecification) Validate added in v1.25.47 

func (s *AppSpecification) Validate() error

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

type AssociateTrialComponentInput added in v1.25.47 

type AssociateTrialComponentInput struct {

	// The name of the component to associated with the trial.
	//
	// TrialComponentName is a required field
	TrialComponentName *string `min:"1" type:"string" required:"true"`

	// The name of the trial to associate with.
	//
	// TrialName is a required field
	TrialName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (AssociateTrialComponentInput) GoString added in v1.25.47 

func (s AssociateTrialComponentInput) GoString() string

GoString returns the string representation

func (*AssociateTrialComponentInput) SetTrialComponentName added in v1.25.47 

func (s *AssociateTrialComponentInput) SetTrialComponentName(v string) *AssociateTrialComponentInput

SetTrialComponentName sets the TrialComponentName field's value.

func (*AssociateTrialComponentInput) SetTrialName added in v1.25.47 

func (s *AssociateTrialComponentInput) SetTrialName(v string) *AssociateTrialComponentInput

SetTrialName sets the TrialName field's value.

func (AssociateTrialComponentInput) String added in v1.25.47 

func (s AssociateTrialComponentInput) String() string

String returns the string representation

func (*AssociateTrialComponentInput) Validate added in v1.25.47 

func (s *AssociateTrialComponentInput) Validate() error

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

type AssociateTrialComponentOutput added in v1.25.47 

type AssociateTrialComponentOutput struct {

	// The Amazon Resource Name (ARN) of the trial.
	TrialArn *string `type:"string"`

	// The ARN of the trial component.
	TrialComponentArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (AssociateTrialComponentOutput) GoString added in v1.25.47 

func (s AssociateTrialComponentOutput) GoString() string

GoString returns the string representation

func (*AssociateTrialComponentOutput) SetTrialArn added in v1.25.47 

func (s *AssociateTrialComponentOutput) SetTrialArn(v string) *AssociateTrialComponentOutput

SetTrialArn sets the TrialArn field's value.

func (*AssociateTrialComponentOutput) SetTrialComponentArn added in v1.25.47 

func (s *AssociateTrialComponentOutput) SetTrialComponentArn(v string) *AssociateTrialComponentOutput

SetTrialComponentArn sets the TrialComponentArn field's value.

func (AssociateTrialComponentOutput) String added in v1.25.47 

func (s AssociateTrialComponentOutput) String() string

String returns the string representation

type AutoMLCandidate added in v1.25.47 

type AutoMLCandidate struct {

	// The candidate name.
	//
	// CandidateName is a required field
	CandidateName *string `min:"1" type:"string" required:"true"`

	// The candidate's status.
	//
	// CandidateStatus is a required field
	CandidateStatus *string `type:"string" required:"true" enum:"CandidateStatus"`

	// The candidate's steps.
	//
	// CandidateSteps is a required field
	CandidateSteps []*AutoMLCandidateStep `type:"list" required:"true"`

	// The creation time.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The end time.
	EndTime *time.Time `type:"timestamp"`

	// The failure reason.
	FailureReason *string `type:"string"`

	// The best candidate result from an AutoML training job.
	FinalAutoMLJobObjectiveMetric *FinalAutoMLJobObjectiveMetric `type:"structure"`

	// The inference containers.
	InferenceContainers []*AutoMLContainerDefinition `type:"list"`

	// The last modified time.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

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

An Autopilot job returns recommendations, or candidates. Each candidate has futher details about the steps involed, and the status.

func (AutoMLCandidate) GoString added in v1.25.47 

func (s AutoMLCandidate) GoString() string

GoString returns the string representation

func (*AutoMLCandidate) SetCandidateName added in v1.25.47 

func (s *AutoMLCandidate) SetCandidateName(v string) *AutoMLCandidate

SetCandidateName sets the CandidateName field's value.

func (*AutoMLCandidate) SetCandidateStatus added in v1.25.47 

func (s *AutoMLCandidate) SetCandidateStatus(v string) *AutoMLCandidate

SetCandidateStatus sets the CandidateStatus field's value.

func (*AutoMLCandidate) SetCandidateSteps added in v1.25.47 

func (s *AutoMLCandidate) SetCandidateSteps(v []*AutoMLCandidateStep) *AutoMLCandidate

SetCandidateSteps sets the CandidateSteps field's value.

func (*AutoMLCandidate) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*AutoMLCandidate) SetEndTime added in v1.25.47 

func (s *AutoMLCandidate) SetEndTime(v time.Time) *AutoMLCandidate

SetEndTime sets the EndTime field's value.

func (*AutoMLCandidate) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*AutoMLCandidate) SetFinalAutoMLJobObjectiveMetric added in v1.25.47 

func (s *AutoMLCandidate) SetFinalAutoMLJobObjectiveMetric(v *FinalAutoMLJobObjectiveMetric) *AutoMLCandidate

SetFinalAutoMLJobObjectiveMetric sets the FinalAutoMLJobObjectiveMetric field's value.

func (*AutoMLCandidate) SetInferenceContainers added in v1.25.47 

func (s *AutoMLCandidate) SetInferenceContainers(v []*AutoMLContainerDefinition) *AutoMLCandidate

SetInferenceContainers sets the InferenceContainers field's value.

func (*AutoMLCandidate) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*AutoMLCandidate) SetObjectiveStatus added in v1.25.47 

func (s *AutoMLCandidate) SetObjectiveStatus(v string) *AutoMLCandidate

SetObjectiveStatus sets the ObjectiveStatus field's value.

func (AutoMLCandidate) String added in v1.25.47 

func (s AutoMLCandidate) String() string

String returns the string representation

type AutoMLCandidateStep added in v1.25.47 

type AutoMLCandidateStep struct {

	// The ARN for the Candidate's step.
	//
	// CandidateStepArn is a required field
	CandidateStepArn *string `min:"1" type:"string" required:"true"`

	// The name for the Candidate's step.
	//
	// CandidateStepName is a required field
	CandidateStepName *string `min:"1" type:"string" required:"true"`

	// Whether the Candidate is at the transform, training, or processing step.
	//
	// CandidateStepType is a required field
	CandidateStepType *string `type:"string" required:"true" enum:"CandidateStepType"`
	// contains filtered or unexported fields
}

Information about the steps for a Candidate, and what step it is working on.

func (AutoMLCandidateStep) GoString added in v1.25.47 

func (s AutoMLCandidateStep) GoString() string

GoString returns the string representation

func (*AutoMLCandidateStep) SetCandidateStepArn added in v1.25.47 

func (s *AutoMLCandidateStep) SetCandidateStepArn(v string) *AutoMLCandidateStep

SetCandidateStepArn sets the CandidateStepArn field's value.

func (*AutoMLCandidateStep) SetCandidateStepName added in v1.25.47 

func (s *AutoMLCandidateStep) SetCandidateStepName(v string) *AutoMLCandidateStep

SetCandidateStepName sets the CandidateStepName field's value.

func (*AutoMLCandidateStep) SetCandidateStepType added in v1.25.47 

func (s *AutoMLCandidateStep) SetCandidateStepType(v string) *AutoMLCandidateStep

SetCandidateStepType sets the CandidateStepType field's value.

func (AutoMLCandidateStep) String added in v1.25.47 

func (s AutoMLCandidateStep) String() string

String returns the string representation

type AutoMLChannel added in v1.25.47 

type AutoMLChannel struct {

	// You can use Gzip or None. The default value is None.
	CompressionType *string `type:"string" enum:"CompressionType"`

	// The data source.
	//
	// DataSource is a required field
	DataSource *AutoMLDataSource `type:"structure" required:"true"`

	// The name of the target variable in supervised learning, a.k.a. 'y'.
	//
	// TargetAttributeName is a required field
	TargetAttributeName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Similar to Channel. A channel is a named input source that training algorithms can consume. Refer to Channel for detailed descriptions.

func (AutoMLChannel) GoString added in v1.25.47 

func (s AutoMLChannel) GoString() string

GoString returns the string representation

func (*AutoMLChannel) SetCompressionType added in v1.25.47 

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

SetCompressionType sets the CompressionType field's value.

func (*AutoMLChannel) SetDataSource added in v1.25.47 

func (s *AutoMLChannel) SetDataSource(v *AutoMLDataSource) *AutoMLChannel

SetDataSource sets the DataSource field's value.

func (*AutoMLChannel) SetTargetAttributeName added in v1.25.47 

func (s *AutoMLChannel) SetTargetAttributeName(v string) *AutoMLChannel

SetTargetAttributeName sets the TargetAttributeName field's value.

func (AutoMLChannel) String added in v1.25.47 

func (s AutoMLChannel) String() string

String returns the string representation

func (*AutoMLChannel) Validate added in v1.25.47 

func (s *AutoMLChannel) Validate() error

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

type AutoMLContainerDefinition added in v1.25.47 

type AutoMLContainerDefinition struct {

	// Environment variables to set in the container. Refer to ContainerDefinition
	// for more details.
	Environment map[string]*string `type:"map"`

	// The ECR path of the container. Refer to ContainerDefinition for more details.
	//
	// Image is a required field
	Image *string `type:"string" required:"true"`

	// The location of the model artifacts. Refer to ContainerDefinition for more
	// details.
	//
	// ModelDataUrl is a required field
	ModelDataUrl *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

A list of container definitions that describe the different containers that make up one AutoML candidate. Refer to ContainerDefinition for more details.

func (AutoMLContainerDefinition) GoString added in v1.25.47 

func (s AutoMLContainerDefinition) GoString() string

GoString returns the string representation

func (*AutoMLContainerDefinition) SetEnvironment added in v1.25.47 

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

SetEnvironment sets the Environment field's value.

func (*AutoMLContainerDefinition) SetImage added in v1.25.47 

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

SetImage sets the Image field's value.

func (*AutoMLContainerDefinition) SetModelDataUrl added in v1.25.47 

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

SetModelDataUrl sets the ModelDataUrl field's value.

func (AutoMLContainerDefinition) String added in v1.25.47 

func (s AutoMLContainerDefinition) String() string

String returns the string representation

type AutoMLDataSource added in v1.25.47 

type AutoMLDataSource struct {

	// The Amazon S3 location of the input data.
	//
	// The input data must be in CSV format and contain at least 1000 rows.
	//
	// S3DataSource is a required field
	S3DataSource *AutoMLS3DataSource `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

The data source for the Autopilot job.

func (AutoMLDataSource) GoString added in v1.25.47 

func (s AutoMLDataSource) GoString() string

GoString returns the string representation

func (*AutoMLDataSource) SetS3DataSource added in v1.25.47 

func (s *AutoMLDataSource) SetS3DataSource(v *AutoMLS3DataSource) *AutoMLDataSource

SetS3DataSource sets the S3DataSource field's value.

func (AutoMLDataSource) String added in v1.25.47 

func (s AutoMLDataSource) String() string

String returns the string representation

func (*AutoMLDataSource) Validate added in v1.25.47 

func (s *AutoMLDataSource) Validate() error

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

type AutoMLJobArtifacts added in v1.25.47 

type AutoMLJobArtifacts struct {

	// The URL to the notebook location.
	CandidateDefinitionNotebookLocation *string `min:"1" type:"string"`

	// The URL to the notebook location.
	DataExplorationNotebookLocation *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Artifacts that are generation during a job.

func (AutoMLJobArtifacts) GoString added in v1.25.47 

func (s AutoMLJobArtifacts) GoString() string

GoString returns the string representation

func (*AutoMLJobArtifacts) SetCandidateDefinitionNotebookLocation added in v1.25.47 

func (s *AutoMLJobArtifacts) SetCandidateDefinitionNotebookLocation(v string) *AutoMLJobArtifacts

SetCandidateDefinitionNotebookLocation sets the CandidateDefinitionNotebookLocation field's value.

func (*AutoMLJobArtifacts) SetDataExplorationNotebookLocation added in v1.25.47 

func (s *AutoMLJobArtifacts) SetDataExplorationNotebookLocation(v string) *AutoMLJobArtifacts

SetDataExplorationNotebookLocation sets the DataExplorationNotebookLocation field's value.

func (AutoMLJobArtifacts) String added in v1.25.47 

func (s AutoMLJobArtifacts) String() string

String returns the string representation

type AutoMLJobCompletionCriteria added in v1.25.47 

type AutoMLJobCompletionCriteria struct {

	// The maximum time, in seconds, an AutoML job is allowed to wait for a trial
	// to complete. It must be equal to or greater than MaxRuntimePerTrainingJobInSeconds.
	MaxAutoMLJobRuntimeInSeconds *int64 `min:"1" type:"integer"`

	// The maximum number of times a training job is allowed to run.
	MaxCandidates *int64 `min:"1" type:"integer"`

	// The maximum time, in seconds, a job is allowed to run.
	MaxRuntimePerTrainingJobInSeconds *int64 `min:"1" type:"integer"`
	// contains filtered or unexported fields
}

How long a job is allowed to run, or how many candidates a job is allowed to generate.

func (AutoMLJobCompletionCriteria) GoString added in v1.25.47 

func (s AutoMLJobCompletionCriteria) GoString() string

GoString returns the string representation

func (*AutoMLJobCompletionCriteria) SetMaxAutoMLJobRuntimeInSeconds added in v1.25.47 

func (s *AutoMLJobCompletionCriteria) SetMaxAutoMLJobRuntimeInSeconds(v int64) *AutoMLJobCompletionCriteria

SetMaxAutoMLJobRuntimeInSeconds sets the MaxAutoMLJobRuntimeInSeconds field's value.

func (*AutoMLJobCompletionCriteria) SetMaxCandidates added in v1.25.47 

func (s *AutoMLJobCompletionCriteria) SetMaxCandidates(v int64) *AutoMLJobCompletionCriteria

SetMaxCandidates sets the MaxCandidates field's value.

func (*AutoMLJobCompletionCriteria) SetMaxRuntimePerTrainingJobInSeconds added in v1.25.47 

func (s *AutoMLJobCompletionCriteria) SetMaxRuntimePerTrainingJobInSeconds(v int64) *AutoMLJobCompletionCriteria

SetMaxRuntimePerTrainingJobInSeconds sets the MaxRuntimePerTrainingJobInSeconds field's value.

func (AutoMLJobCompletionCriteria) String added in v1.25.47 

func (s AutoMLJobCompletionCriteria) String() string

String returns the string representation

func (*AutoMLJobCompletionCriteria) Validate added in v1.25.47 

func (s *AutoMLJobCompletionCriteria) Validate() error

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

type AutoMLJobConfig added in v1.25.47 

type AutoMLJobConfig struct {

	// How long a job is allowed to run, or how many candidates a job is allowed
	// to generate.
	CompletionCriteria *AutoMLJobCompletionCriteria `type:"structure"`

	// Security configuration for traffic encryption or Amazon VPC settings.
	SecurityConfig *AutoMLSecurityConfig `type:"structure"`
	// contains filtered or unexported fields
}

A collection of settings used for a job.

func (AutoMLJobConfig) GoString added in v1.25.47 

func (s AutoMLJobConfig) GoString() string

GoString returns the string representation

func (*AutoMLJobConfig) SetCompletionCriteria added in v1.25.47 

func (s *AutoMLJobConfig) SetCompletionCriteria(v *AutoMLJobCompletionCriteria) *AutoMLJobConfig

SetCompletionCriteria sets the CompletionCriteria field's value.

func (*AutoMLJobConfig) SetSecurityConfig added in v1.25.47 

func (s *AutoMLJobConfig) SetSecurityConfig(v *AutoMLSecurityConfig) *AutoMLJobConfig

SetSecurityConfig sets the SecurityConfig field's value.

func (AutoMLJobConfig) String added in v1.25.47 

func (s AutoMLJobConfig) String() string

String returns the string representation

func (*AutoMLJobConfig) Validate added in v1.25.47 

func (s *AutoMLJobConfig) Validate() error

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

type AutoMLJobObjective added in v1.25.47 

type AutoMLJobObjective struct {

	// The name of the objective metric used to measure the predictive quality of
	// a machine learning system. This metric is optimized during training to provide
	// the best estimate for model parameter values from data.
	//
	// Here are the options:
	//
	//    * MSE: The mean squared error (MSE) is the average of the squared differences
	//    between the predicted and actual values. It is used for regression. MSE
	//    values are always positive, the better a model is at predicting the actual
	//    values the smaller the MSE value. When the data contains outliers, they
	//    tend to dominate the MSE which might cause subpar prediction performance.
	//
	//    * Accuracy: The ratio of the number correctly classified items to the
	//    total number (correctly and incorrectly) classified. It is used for binary
	//    and multiclass classification. Measures how close the predicted class
	//    values are to the actual values. Accuracy values vary between zero and
	//    one, one being perfect accuracy and zero perfect inaccuracy.
	//
	//    * F1: The F1 score is the harmonic mean of the precision and recall. It
	//    is used for binary classification into classes traditionally referred
	//    to as positive and negative. Predictions are said to be true when they
	//    match their actual (correct) class; false when they do not. Precision
	//    is the ratio of the true positive predictions to all positive predictions
	//    (including the false positives) in a data set and measures the quality
	//    of the prediction when it predicts the positive class. Recall (or sensitivity)
	//    is the ratio of the true positive predictions to all actual positive instances
	//    and measures how completely a model predicts the actual class members
	//    in a data set. The standard F1 score weighs precision and recall equally.
	//    But which metric is paramount typically depends on specific aspects of
	//    a problem. F1 scores vary between zero and one, one being the best possible
	//    performance and zero the worst.
	//
	//    * AUC: The area under the curve (AUC) metric is used to compare and evaluate
	//    binary classification by algorithms such as logistic regression that return
	//    probabilities. A threshold is needed to map the probabilities into classifications.
	//    The relevant curve is the receiver operating characteristic curve that
	//    plots the true positive rate (TPR) of predictions (or recall) against
	//    the false positive rate (FPR) as a function of the threshold value, above
	//    which a prediction is considered positive. Increasing the threshold results
	//    in fewer false positives but more false negatives. AUC is the area under
	//    this receiver operating characteristic curve and so provides an aggregated
	//    measure of the model performance across all possible classification thresholds.
	//    The AUC score can also be interpreted as the probability that a randomly
	//    selected positive data point is more likely to be predicted positive than
	//    a randomly selected negative example. AUC scores vary between zero and
	//    one, one being perfect accuracy and one half not better than a random
	//    classifier. Values less that one half predict worse than a random predictor
	//    and such consistently bad predictors can be inverted to obtain better
	//    than random predictors.
	//
	//    * F1macro: The F1macro score applies F1 scoring to multiclass classification.
	//    In this context, you have multiple classes to predict. You just calculate
	//    the precision and recall for each class as you did for the positive class
	//    in binary classification. Then used these values to calculate the F1 score
	//    for each class and average them to obtain the F1macro score. F1macro scores
	//    vary between zero and one, one being the best possible performance and
	//    zero the worst.
	//
	// If you do not specify a metric explicitly, the default behavior is to automatically
	// use:
	//
	//    * MSE: for regression.
	//
	//    * F1: for binary classification
	//
	//    * Accuracy: for multiclass classification.
	//
	// MetricName is a required field
	MetricName *string `type:"string" required:"true" enum:"AutoMLMetricEnum"`
	// contains filtered or unexported fields
}

Specifies a metric to minimize or maximize as the objective of a job.

func (AutoMLJobObjective) GoString added in v1.25.47 

func (s AutoMLJobObjective) GoString() string

GoString returns the string representation

func (*AutoMLJobObjective) SetMetricName added in v1.25.47 

func (s *AutoMLJobObjective) SetMetricName(v string) *AutoMLJobObjective

SetMetricName sets the MetricName field's value.

func (AutoMLJobObjective) String added in v1.25.47 

func (s AutoMLJobObjective) String() string

String returns the string representation

func (*AutoMLJobObjective) Validate added in v1.25.47 

func (s *AutoMLJobObjective) Validate() error

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

type AutoMLJobSummary added in v1.25.47 

type AutoMLJobSummary struct {

	// The ARN of the job.
	//
	// AutoMLJobArn is a required field
	AutoMLJobArn *string `min:"1" type:"string" required:"true"`

	// The name of the object you are requesting.
	//
	// AutoMLJobName is a required field
	AutoMLJobName *string `min:"1" type:"string" required:"true"`

	// The job's secondary status.
	//
	// AutoMLJobSecondaryStatus is a required field
	AutoMLJobSecondaryStatus *string `type:"string" required:"true" enum:"AutoMLJobSecondaryStatus"`

	// The job's status.
	//
	// AutoMLJobStatus is a required field
	AutoMLJobStatus *string `type:"string" required:"true" enum:"AutoMLJobStatus"`

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

	// The end time of an AutoML job.
	EndTime *time.Time `type:"timestamp"`

	// The failure reason of a job.
	FailureReason *string `type:"string"`

	// When the job was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`
	// contains filtered or unexported fields
}

Provides a summary about a job.

func (AutoMLJobSummary) GoString added in v1.25.47 

func (s AutoMLJobSummary) GoString() string

GoString returns the string representation

func (*AutoMLJobSummary) SetAutoMLJobArn added in v1.25.47 

func (s *AutoMLJobSummary) SetAutoMLJobArn(v string) *AutoMLJobSummary

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*AutoMLJobSummary) SetAutoMLJobName added in v1.25.47 

func (s *AutoMLJobSummary) SetAutoMLJobName(v string) *AutoMLJobSummary

SetAutoMLJobName sets the AutoMLJobName field's value.

func (*AutoMLJobSummary) SetAutoMLJobSecondaryStatus added in v1.25.47 

func (s *AutoMLJobSummary) SetAutoMLJobSecondaryStatus(v string) *AutoMLJobSummary

SetAutoMLJobSecondaryStatus sets the AutoMLJobSecondaryStatus field's value.

func (*AutoMLJobSummary) SetAutoMLJobStatus added in v1.25.47 

func (s *AutoMLJobSummary) SetAutoMLJobStatus(v string) *AutoMLJobSummary

SetAutoMLJobStatus sets the AutoMLJobStatus field's value.

func (*AutoMLJobSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*AutoMLJobSummary) SetEndTime added in v1.25.47 

func (s *AutoMLJobSummary) SetEndTime(v time.Time) *AutoMLJobSummary

SetEndTime sets the EndTime field's value.

func (*AutoMLJobSummary) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*AutoMLJobSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (AutoMLJobSummary) String added in v1.25.47 

func (s AutoMLJobSummary) String() string

String returns the string representation

type AutoMLOutputDataConfig added in v1.25.47 

type AutoMLOutputDataConfig struct {

	// The AWS KMS encryption key ID.
	KmsKeyId *string `type:"string"`

	// The Amazon S3 output path. Must be 128 characters or less.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

The output data configuration.

func (AutoMLOutputDataConfig) GoString added in v1.25.47 

func (s AutoMLOutputDataConfig) GoString() string

GoString returns the string representation

func (*AutoMLOutputDataConfig) SetKmsKeyId added in v1.25.47 

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*AutoMLOutputDataConfig) SetS3OutputPath added in v1.25.47 

func (s *AutoMLOutputDataConfig) SetS3OutputPath(v string) *AutoMLOutputDataConfig

SetS3OutputPath sets the S3OutputPath field's value.

func (AutoMLOutputDataConfig) String added in v1.25.47 

func (s AutoMLOutputDataConfig) String() string

String returns the string representation

func (*AutoMLOutputDataConfig) Validate added in v1.25.47 

func (s *AutoMLOutputDataConfig) Validate() error

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

type AutoMLS3DataSource added in v1.25.47 

type AutoMLS3DataSource struct {

	// The data type.
	//
	// S3DataType is a required field
	S3DataType *string `type:"string" required:"true" enum:"AutoMLS3DataType"`

	// The URL to the Amazon S3 data source.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

The Amazon S3 data source.

func (AutoMLS3DataSource) GoString added in v1.25.47 

func (s AutoMLS3DataSource) GoString() string

GoString returns the string representation

func (*AutoMLS3DataSource) SetS3DataType added in v1.25.47 

func (s *AutoMLS3DataSource) SetS3DataType(v string) *AutoMLS3DataSource

SetS3DataType sets the S3DataType field's value.

func (*AutoMLS3DataSource) SetS3Uri added in v1.25.47 

func (s *AutoMLS3DataSource) SetS3Uri(v string) *AutoMLS3DataSource

SetS3Uri sets the S3Uri field's value.

func (AutoMLS3DataSource) String added in v1.25.47 

func (s AutoMLS3DataSource) String() string

String returns the string representation

func (*AutoMLS3DataSource) Validate added in v1.25.47 

func (s *AutoMLS3DataSource) Validate() error

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

type AutoMLSecurityConfig added in v1.25.47 

type AutoMLSecurityConfig struct {

	// Whether to use traffic encryption between the container layers.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// The key used to encrypt stored data.
	VolumeKmsKeyId *string `type:"string"`

	// VPC configuration.
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

Security options.

func (AutoMLSecurityConfig) GoString added in v1.25.47 

func (s AutoMLSecurityConfig) GoString() string

GoString returns the string representation

func (*AutoMLSecurityConfig) SetEnableInterContainerTrafficEncryption added in v1.25.47 

func (s *AutoMLSecurityConfig) SetEnableInterContainerTrafficEncryption(v bool) *AutoMLSecurityConfig

SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.

func (*AutoMLSecurityConfig) SetVolumeKmsKeyId added in v1.25.47 

func (s *AutoMLSecurityConfig) SetVolumeKmsKeyId(v string) *AutoMLSecurityConfig

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (*AutoMLSecurityConfig) SetVpcConfig added in v1.25.47 

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

SetVpcConfig sets the VpcConfig field's value.

func (AutoMLSecurityConfig) String added in v1.25.47 

func (s AutoMLSecurityConfig) String() string

String returns the string representation

func (*AutoMLSecurityConfig) Validate added in v1.25.47 

func (s *AutoMLSecurityConfig) Validate() error

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

type CaptureContentTypeHeader added in v1.25.47 

type CaptureContentTypeHeader struct {
	CsvContentTypes []*string `min:"1" type:"list"`

	JsonContentTypes []*string `min:"1" type:"list"`
	// contains filtered or unexported fields
}

func (CaptureContentTypeHeader) GoString added in v1.25.47 

func (s CaptureContentTypeHeader) GoString() string

GoString returns the string representation

func (*CaptureContentTypeHeader) SetCsvContentTypes added in v1.25.47 

func (s *CaptureContentTypeHeader) SetCsvContentTypes(v []*string) *CaptureContentTypeHeader

SetCsvContentTypes sets the CsvContentTypes field's value.

func (*CaptureContentTypeHeader) SetJsonContentTypes added in v1.25.47 

func (s *CaptureContentTypeHeader) SetJsonContentTypes(v []*string) *CaptureContentTypeHeader

SetJsonContentTypes sets the JsonContentTypes field's value.

func (CaptureContentTypeHeader) String added in v1.25.47 

func (s CaptureContentTypeHeader) String() string

String returns the string representation

func (*CaptureContentTypeHeader) Validate added in v1.25.47 

func (s *CaptureContentTypeHeader) Validate() error

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

type CaptureOption added in v1.25.47 

type CaptureOption struct {

	// CaptureMode is a required field
	CaptureMode *string `type:"string" required:"true" enum:"CaptureMode"`
	// contains filtered or unexported fields
}

func (CaptureOption) GoString added in v1.25.47 

func (s CaptureOption) GoString() string

GoString returns the string representation

func (*CaptureOption) SetCaptureMode added in v1.25.47 

func (s *CaptureOption) SetCaptureMode(v string) *CaptureOption

SetCaptureMode sets the CaptureMode field's value.

func (CaptureOption) String added in v1.25.47 

func (s CaptureOption) String() string

String returns the string representation

func (*CaptureOption) Validate added in v1.25.47 

func (s *CaptureOption) 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.apache.org/api/architecture/note_data_loading#data-format).
	//
	// In File mode, leave this field unset or set it to None.
	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.
	//
	// 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 CheckpointConfig added in v1.23.5 

type CheckpointConfig struct {

	// (Optional) The local directory where checkpoints are written. The default
	// directory is /opt/ml/checkpoints/.
	LocalPath *string `type:"string"`

	// Identifies the S3 path where you want Amazon SageMaker to store checkpoints.
	// For example, s3://bucket-name/key-name-prefix.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Contains information about the output location for managed spot training checkpoint data.

func (CheckpointConfig) GoString added in v1.23.5 

func (s CheckpointConfig) GoString() string

GoString returns the string representation

func (*CheckpointConfig) SetLocalPath added in v1.23.5 

func (s *CheckpointConfig) SetLocalPath(v string) *CheckpointConfig

SetLocalPath sets the LocalPath field's value.

func (*CheckpointConfig) SetS3Uri added in v1.23.5 

func (s *CheckpointConfig) SetS3Uri(v string) *CheckpointConfig

SetS3Uri sets the S3Uri field's value.

func (CheckpointConfig) String added in v1.23.5 

func (s CheckpointConfig) String() string

String returns the string representation

func (*CheckpointConfig) Validate added in v1.23.5 

func (s *CheckpointConfig) 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 CognitoConfig added in v1.33.12 

type CognitoConfig struct {

	// The client ID for your Amazon Cognito user pool.
	//
	// ClientId is a required field
	ClientId *string `min:"1" type:"string" required:"true"`

	// A user pool (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html)
	// is a user directory in Amazon Cognito. With a user pool, your users can sign
	// in to your web or mobile app through Amazon Cognito. Your users can also
	// sign in through social identity providers like Google, Facebook, Amazon,
	// or Apple, and through SAML identity providers.
	//
	// UserPool is a required field
	UserPool *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Use this parameter to configure your Amazon Cognito workforce. A single Cognito workforce is created using and corresponds to a single Amazon Cognito user pool (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).

func (CognitoConfig) GoString added in v1.33.12 

func (s CognitoConfig) GoString() string

GoString returns the string representation

func (*CognitoConfig) SetClientId added in v1.33.12 

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

SetClientId sets the ClientId field's value.

func (*CognitoConfig) SetUserPool added in v1.33.12 

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

SetUserPool sets the UserPool field's value.

func (CognitoConfig) String added in v1.33.12 

func (s CognitoConfig) String() string

String returns the string representation

func (*CognitoConfig) Validate added in v1.33.12 

func (s *CognitoConfig) Validate() error

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

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 CollectionConfiguration added in v1.25.47 

type CollectionConfiguration struct {

	// The name of the tensor collection. The name must be unique relative to other
	// rule configuration names.
	CollectionName *string `min:"1" type:"string"`

	// Parameter values for the tensor collection. The allowed parameters are "name",
	// "include_regex", "reduction_config", "save_config", "tensor_names", and "save_histogram".
	CollectionParameters map[string]*string `type:"map"`
	// contains filtered or unexported fields
}

Configuration information for tensor collections.

func (CollectionConfiguration) GoString added in v1.25.47 

func (s CollectionConfiguration) GoString() string

GoString returns the string representation

func (*CollectionConfiguration) SetCollectionName added in v1.25.47 

func (s *CollectionConfiguration) SetCollectionName(v string) *CollectionConfiguration

SetCollectionName sets the CollectionName field's value.

func (*CollectionConfiguration) SetCollectionParameters added in v1.25.47 

func (s *CollectionConfiguration) SetCollectionParameters(v map[string]*string) *CollectionConfiguration

SetCollectionParameters sets the CollectionParameters field's value.

func (CollectionConfiguration) String added in v1.25.47 

func (s CollectionConfiguration) String() string

String returns the string representation

func (*CollectionConfiguration) Validate added in v1.25.47 

func (s *CollectionConfiguration) 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 time when the model compilation job started.
	CompilationStartTime *time.Time `type:"timestamp"`

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

	// The type of accelerator that the model will run on after the compilation
	// job has completed.
	CompilationTargetPlatformAccelerator *string `type:"string" enum:"TargetPlatformAccelerator"`

	// The type of architecture that the model will run on after the compilation
	// job has completed.
	CompilationTargetPlatformArch *string `type:"string" enum:"TargetPlatformArch"`

	// The type of OS that the model will run on after the compilation job has completed.
	CompilationTargetPlatformOs *string `type:"string" enum:"TargetPlatformOs"`

	// 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) SetCompilationStartTime added in v1.16.9 

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

SetCompilationStartTime sets the CompilationStartTime 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) SetCompilationTargetPlatformAccelerator added in v1.33.12 

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

SetCompilationTargetPlatformAccelerator sets the CompilationTargetPlatformAccelerator field's value.

func (*CompilationJobSummary) SetCompilationTargetPlatformArch added in v1.33.12 

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

SetCompilationTargetPlatformArch sets the CompilationTargetPlatformArch field's value.

func (*CompilationJobSummary) SetCompilationTargetPlatformOs added in v1.33.12 

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

SetCompilationTargetPlatformOs sets the CompilationTargetPlatformOs 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 ConflictException added in v1.28.0 

type ConflictException struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

There was a conflict when you attempted to modify an experiment, trial, or trial component.

func (*ConflictException) Code added in v1.28.0 

func (s *ConflictException) Code() string

Code returns the exception type name.

func (*ConflictException) Error added in v1.28.0 

func (s *ConflictException) Error() string

func (ConflictException) GoString added in v1.28.0 

func (s ConflictException) GoString() string

GoString returns the string representation

func (*ConflictException) Message added in v1.28.0 

func (s *ConflictException) Message() string

Message returns the exception's message.

func (*ConflictException) OrigErr added in v1.28.0 

func (s *ConflictException) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ConflictException) RequestID added in v1.28.0 

func (s *ConflictException) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ConflictException) StatusCode added in v1.28.0 

func (s *ConflictException) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ConflictException) String added in v1.28.0 

func (s ConflictException) String() string

String returns the string representation

type ContainerDefinition 

type ContainerDefinition struct {

	// This parameter is ignored for models that contain only a PrimaryContainer.
	//
	// When a ContainerDefinition is part of an inference pipeline, the value of
	// the parameter uniquely identifies the container for the purposes of logging
	// and metrics. For information, see Use Logs and Metrics to Monitor an Inference
	// Pipeline (https://docs.aws.amazon.com/sagemaker/latest/dg/inference-pipeline-logs-metrics.html).
	// If you don't specify a value for this parameter for a ContainerDefinition
	// that is part of an inference pipeline, a unique name is automatically assigned
	// based on the position of the ContainerDefinition in the pipeline. If you
	// specify a value for the ContainerHostName for any ContainerDefinition that
	// is part of an inference pipeline, you must specify a value for the ContainerHostName
	// parameter of every ContainerDefinition in that pipeline.
	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 path where inference code is stored. This can be either in Amazon EC2
	// Container Registry or in a Docker registry that is accessible from the same
	// VPC that you configure for your endpoint. 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
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html)
	Image *string `type:"string"`

	// Specifies whether the model container is in Amazon ECR or a private Docker
	// registry accessible from your Amazon Virtual Private Cloud (VPC). For information
	// about storing containers in a private Docker registry, see Use a Private
	// Docker Registry for Real-Time Inference Containers (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-containers-inference-private.html)
	ImageConfig *ImageConfig `type:"structure"`

	// Whether the container hosts a single model or multiple models.
	Mode *string `type:"string" enum:"ContainerMode"`

	// 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). The S3 path is required for Amazon SageMaker built-in algorithms,
	// but not if you use your own algorithms. For more information on built-in
	// algorithms, see Common Parameters (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	//
	// 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 in an AWS Region
	// (https://docs.aws.amazon.com/IAM/latest/UserGuide/id_credentials_temp_enable-regions.html)
	// in the AWS Identity and Access Management User Guide.
	//
	// If you use a built-in algorithm to create a model, Amazon SageMaker requires
	// that you provide a S3 path to the model artifacts in ModelDataUrl.
	ModelDataUrl *string `type:"string"`

	// The name or Amazon Resource Name (ARN) of the model package to use to create
	// the model.
	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) SetImageConfig added in v1.34.5 

func (s *ContainerDefinition) SetImageConfig(v *ImageConfig) *ContainerDefinition

SetImageConfig sets the ImageConfig field's value.

func (*ContainerDefinition) SetMode added in v1.25.37 

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

SetMode sets the Mode 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"`

	// The scale that hyperparameter tuning uses to search the hyperparameter range.
	// For information about choosing a hyperparameter scale, see Hyperparameter
	// Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type).
	// One of the following values:
	//
	// Auto
	//
	// Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
	//
	// Linear
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a linear scale.
	//
	// Logarithmic
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a logarithmic scale.
	//
	// Logarithmic scaling works only for ranges that have only values greater than
	// 0.
	//
	// ReverseLogarithmic
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a reverse logarithmic scale.
	//
	// Reverse logarithmic scaling works only for ranges that are entirely within
	// the range 0<=x<1.0.
	ScalingType *string `type:"string" enum:"HyperParameterScalingType"`
	// 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) SetScalingType added in v1.18.3 

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

SetScalingType sets the ScalingType 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.
	//
	// 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 Marketplace.
	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 CreateAppInput added in v1.25.47 

type CreateAppInput struct {

	// The name of the app.
	//
	// AppName is a required field
	AppName *string `type:"string" required:"true"`

	// The type of app.
	//
	// AppType is a required field
	AppType *string `type:"string" required:"true" enum:"AppType"`

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The instance type and the Amazon Resource Name (ARN) of the SageMaker image
	// created on the instance.
	ResourceSpec *ResourceSpec `type:"structure"`

	// Each tag consists of a key and an optional value. Tag keys must be unique
	// per resource.
	Tags []*Tag `type:"list"`

	// The user profile name.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateAppInput) GoString added in v1.25.47 

func (s CreateAppInput) GoString() string

GoString returns the string representation

func (*CreateAppInput) SetAppName added in v1.25.47 

func (s *CreateAppInput) SetAppName(v string) *CreateAppInput

SetAppName sets the AppName field's value.

func (*CreateAppInput) SetAppType added in v1.25.47 

func (s *CreateAppInput) SetAppType(v string) *CreateAppInput

SetAppType sets the AppType field's value.

func (*CreateAppInput) SetDomainId added in v1.25.47 

func (s *CreateAppInput) SetDomainId(v string) *CreateAppInput

SetDomainId sets the DomainId field's value.

func (*CreateAppInput) SetResourceSpec added in v1.25.47 

func (s *CreateAppInput) SetResourceSpec(v *ResourceSpec) *CreateAppInput

SetResourceSpec sets the ResourceSpec field's value.

func (*CreateAppInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*CreateAppInput) SetUserProfileName added in v1.25.47 

func (s *CreateAppInput) SetUserProfileName(v string) *CreateAppInput

SetUserProfileName sets the UserProfileName field's value.

func (CreateAppInput) String added in v1.25.47 

func (s CreateAppInput) String() string

String returns the string representation

func (*CreateAppInput) Validate added in v1.25.47 

func (s *CreateAppInput) Validate() error

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

type CreateAppOutput added in v1.25.47 

type CreateAppOutput struct {

	// The App's Amazon Resource Name (ARN).
	AppArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateAppOutput) GoString added in v1.25.47 

func (s CreateAppOutput) GoString() string

GoString returns the string representation

func (*CreateAppOutput) SetAppArn added in v1.25.47 

func (s *CreateAppOutput) SetAppArn(v string) *CreateAppOutput

SetAppArn sets the AppArn field's value.

func (CreateAppOutput) String added in v1.25.47 

func (s CreateAppOutput) String() string

String returns the string representation

type CreateAutoMLJobInput added in v1.25.47 

type CreateAutoMLJobInput struct {

	// Contains CompletionCriteria and SecurityConfig.
	AutoMLJobConfig *AutoMLJobConfig `type:"structure"`

	// Identifies an Autopilot job. Must be unique to your account and is case-insensitive.
	//
	// AutoMLJobName is a required field
	AutoMLJobName *string `min:"1" type:"string" required:"true"`

	// Defines the objective of a an AutoML job. You provide a AutoMLJobObjective$MetricName
	// and Autopilot infers whether to minimize or maximize it. If a metric is not
	// specified, the most commonly used ObjectiveMetric for problem type is automaically
	// selected.
	AutoMLJobObjective *AutoMLJobObjective `type:"structure"`

	// Generates possible candidates without training a model. A candidate is a
	// combination of data preprocessors, algorithms, and algorithm parameter settings.
	GenerateCandidateDefinitionsOnly *bool `type:"boolean"`

	// Similar to InputDataConfig supported by Tuning. Format(s) supported: CSV.
	// Minimum of 1000 rows.
	//
	// InputDataConfig is a required field
	InputDataConfig []*AutoMLChannel `min:"1" type:"list" required:"true"`

	// Similar to OutputDataConfig supported by Tuning. Format(s) supported: CSV.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *AutoMLOutputDataConfig `type:"structure" required:"true"`

	// Defines the kind of preprocessing and algorithms intended for the candidates.
	// Options include: BinaryClassification, MulticlassClassification, and Regression.
	ProblemType *string `type:"string" enum:"ProblemType"`

	// The ARN of the role that is used to access the data.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Each tag consists of a key and an optional value. Tag keys must be unique
	// per resource.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (CreateAutoMLJobInput) GoString added in v1.25.47 

func (s CreateAutoMLJobInput) GoString() string

GoString returns the string representation

func (*CreateAutoMLJobInput) SetAutoMLJobConfig added in v1.25.47 

func (s *CreateAutoMLJobInput) SetAutoMLJobConfig(v *AutoMLJobConfig) *CreateAutoMLJobInput

SetAutoMLJobConfig sets the AutoMLJobConfig field's value.

func (*CreateAutoMLJobInput) SetAutoMLJobName added in v1.25.47 

func (s *CreateAutoMLJobInput) SetAutoMLJobName(v string) *CreateAutoMLJobInput

SetAutoMLJobName sets the AutoMLJobName field's value.

func (*CreateAutoMLJobInput) SetAutoMLJobObjective added in v1.25.47 

func (s *CreateAutoMLJobInput) SetAutoMLJobObjective(v *AutoMLJobObjective) *CreateAutoMLJobInput

SetAutoMLJobObjective sets the AutoMLJobObjective field's value.

func (*CreateAutoMLJobInput) SetGenerateCandidateDefinitionsOnly added in v1.25.47 

func (s *CreateAutoMLJobInput) SetGenerateCandidateDefinitionsOnly(v bool) *CreateAutoMLJobInput

SetGenerateCandidateDefinitionsOnly sets the GenerateCandidateDefinitionsOnly field's value.

func (*CreateAutoMLJobInput) SetInputDataConfig added in v1.25.47 

func (s *CreateAutoMLJobInput) SetInputDataConfig(v []*AutoMLChannel) *CreateAutoMLJobInput

SetInputDataConfig sets the InputDataConfig field's value.

func (*CreateAutoMLJobInput) SetOutputDataConfig added in v1.25.47 

func (s *CreateAutoMLJobInput) SetOutputDataConfig(v *AutoMLOutputDataConfig) *CreateAutoMLJobInput

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*CreateAutoMLJobInput) SetProblemType added in v1.25.47 

func (s *CreateAutoMLJobInput) SetProblemType(v string) *CreateAutoMLJobInput

SetProblemType sets the ProblemType field's value.

func (*CreateAutoMLJobInput) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (*CreateAutoMLJobInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (CreateAutoMLJobInput) String added in v1.25.47 

func (s CreateAutoMLJobInput) String() string

String returns the string representation

func (*CreateAutoMLJobInput) Validate added in v1.25.47 

func (s *CreateAutoMLJobInput) Validate() error

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

type CreateAutoMLJobOutput added in v1.25.47 

type CreateAutoMLJobOutput struct {

	// When a job is created, it is assigned a unique ARN.
	//
	// AutoMLJobArn is a required field
	AutoMLJobArn *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateAutoMLJobOutput) GoString added in v1.25.47 

func (s CreateAutoMLJobOutput) GoString() string

GoString returns the string representation

func (*CreateAutoMLJobOutput) SetAutoMLJobArn added in v1.25.47 

func (s *CreateAutoMLJobOutput) SetAutoMLJobArn(v string) *CreateAutoMLJobOutput

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (CreateAutoMLJobOutput) String added in v1.25.47 

func (s CreateAutoMLJobOutput) 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 IAM 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"`

	// Specifies a limit to how long a model compilation job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the compilation job. Use this
	// API to cap model training costs.
	//
	// 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 CreateDomainInput added in v1.25.47 

type CreateDomainInput struct {

	// The mode of authentication that members use to access the domain.
	//
	// AuthMode is a required field
	AuthMode *string `type:"string" required:"true" enum:"AuthMode"`

	// The default user settings.
	//
	// DefaultUserSettings is a required field
	DefaultUserSettings *UserSettings `type:"structure" required:"true"`

	// A name for the domain.
	//
	// DomainName is a required field
	DomainName *string `type:"string" required:"true"`

	// The AWS Key Management Service (KMS) encryption key ID. Encryption with a
	// customer master key (CMK) is not supported.
	HomeEfsFileSystemKmsKeyId *string `type:"string"`

	// The VPC subnets to use for communication with the EFS volume.
	//
	// SubnetIds is a required field
	SubnetIds []*string `min:"1" type:"list" required:"true"`

	// Tags to associated with the Domain. Each tag consists of a key and an optional
	// value. Tag keys must be unique per resource. Tags are searchable using the
	// Search API.
	Tags []*Tag `type:"list"`

	// The ID of the Amazon Virtual Private Cloud (VPC) to use for communication
	// with the EFS volume.
	//
	// VpcId is a required field
	VpcId *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateDomainInput) GoString added in v1.25.47 

func (s CreateDomainInput) GoString() string

GoString returns the string representation

func (*CreateDomainInput) SetAuthMode added in v1.25.47 

func (s *CreateDomainInput) SetAuthMode(v string) *CreateDomainInput

SetAuthMode sets the AuthMode field's value.

func (*CreateDomainInput) SetDefaultUserSettings added in v1.25.47 

func (s *CreateDomainInput) SetDefaultUserSettings(v *UserSettings) *CreateDomainInput

SetDefaultUserSettings sets the DefaultUserSettings field's value.

func (*CreateDomainInput) SetDomainName added in v1.25.47 

func (s *CreateDomainInput) SetDomainName(v string) *CreateDomainInput

SetDomainName sets the DomainName field's value.

func (*CreateDomainInput) SetHomeEfsFileSystemKmsKeyId added in v1.25.47 

func (s *CreateDomainInput) SetHomeEfsFileSystemKmsKeyId(v string) *CreateDomainInput

SetHomeEfsFileSystemKmsKeyId sets the HomeEfsFileSystemKmsKeyId field's value.

func (*CreateDomainInput) SetSubnetIds added in v1.25.47 

func (s *CreateDomainInput) SetSubnetIds(v []*string) *CreateDomainInput

SetSubnetIds sets the SubnetIds field's value.

func (*CreateDomainInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*CreateDomainInput) SetVpcId added in v1.25.47 

func (s *CreateDomainInput) SetVpcId(v string) *CreateDomainInput

SetVpcId sets the VpcId field's value.

func (CreateDomainInput) String added in v1.25.47 

func (s CreateDomainInput) String() string

String returns the string representation

func (*CreateDomainInput) Validate added in v1.25.47 

func (s *CreateDomainInput) Validate() error

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

type CreateDomainOutput added in v1.25.47 

type CreateDomainOutput struct {

	// The Amazon Resource Name (ARN) of the created domain.
	DomainArn *string `type:"string"`

	// The URL to the created domain.
	Url *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateDomainOutput) GoString added in v1.25.47 

func (s CreateDomainOutput) GoString() string

GoString returns the string representation

func (*CreateDomainOutput) SetDomainArn added in v1.25.47 

func (s *CreateDomainOutput) SetDomainArn(v string) *CreateDomainOutput

SetDomainArn sets the DomainArn field's value.

func (*CreateDomainOutput) SetUrl added in v1.25.47 

func (s *CreateDomainOutput) SetUrl(v string) *CreateDomainOutput

SetUrl sets the Url field's value.

func (CreateDomainOutput) String added in v1.25.47 

func (s CreateDomainOutput) String() string

String returns the string representation

type CreateEndpointConfigInput 

type CreateEndpointConfigInput struct {
	DataCaptureConfig *DataCaptureConfig `type:"structure"`

	// The name of the endpoint configuration. You specify this name in a CreateEndpoint
	// 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.
	//
	// The KmsKeyId can be any of the following formats:
	//
	//    * Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Alias name: alias/ExampleAlias
	//
	//    * Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
	//
	// The KMS key policy must grant permission to the IAM role that you specify
	// in your CreateEndpoint, UpdateEndpoint requests. For more information, refer
	// to the AWS Key Management Service section Using Key Policies in AWS KMS (https://docs.aws.amazon.com/kms/latest/developerguide/key-policies.html)
	//
	// Certain Nitro-based instances include local storage, dependent on the instance
	// type. Local storage volumes are encrypted using a hardware module on the
	// instance. You can't request a KmsKeyId when using an instance type with local
	// storage. If any of the models that you specify in the ProductionVariants
	// parameter use nitro-based instances with local storage, do not specify a
	// value for the KmsKeyId parameter. If you specify a value for KmsKeyId when
	// using any nitro-based instances with local storage, the call to CreateEndpointConfig
	// fails.
	//
	// For a list of instance types that support local instance storage, see Instance
	// Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes).
	//
	// For more information about local instance storage encryption, see SSD Instance
	// Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html).
	KmsKeyId *string `type:"string"`

	// An list 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"`

	// A list of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://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) SetDataCaptureConfig added in v1.25.47 

func (s *CreateEndpointConfigInput) SetDataCaptureConfig(v *DataCaptureConfig) *CreateEndpointConfigInput

SetDataCaptureConfig sets the DataCaptureConfig field's value.

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.
	//
	// 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 (https://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 CreateExperimentInput added in v1.25.47 

type CreateExperimentInput struct {

	// The description of the experiment.
	Description *string `type:"string"`

	// The name of the experiment as displayed. The name doesn't need to be unique.
	// If you don't specify DisplayName, the value in ExperimentName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The name of the experiment. The name must be unique in your AWS account and
	// is not case-sensitive.
	//
	// ExperimentName is a required field
	ExperimentName *string `min:"1" type:"string" required:"true"`

	// A list of tags to associate with the experiment. You can use Search API to
	// search on the tags.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (CreateExperimentInput) GoString added in v1.25.47 

func (s CreateExperimentInput) GoString() string

GoString returns the string representation

func (*CreateExperimentInput) SetDescription added in v1.25.47 

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

SetDescription sets the Description field's value.

func (*CreateExperimentInput) SetDisplayName added in v1.25.47 

func (s *CreateExperimentInput) SetDisplayName(v string) *CreateExperimentInput

SetDisplayName sets the DisplayName field's value.

func (*CreateExperimentInput) SetExperimentName added in v1.25.47 

func (s *CreateExperimentInput) SetExperimentName(v string) *CreateExperimentInput

SetExperimentName sets the ExperimentName field's value.

func (*CreateExperimentInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (CreateExperimentInput) String added in v1.25.47 

func (s CreateExperimentInput) String() string

String returns the string representation

func (*CreateExperimentInput) Validate added in v1.25.47 

func (s *CreateExperimentInput) Validate() error

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

type CreateExperimentOutput added in v1.25.47 

type CreateExperimentOutput struct {

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

func (CreateExperimentOutput) GoString added in v1.25.47 

func (s CreateExperimentOutput) GoString() string

GoString returns the string representation

func (*CreateExperimentOutput) SetExperimentArn added in v1.25.47 

func (s *CreateExperimentOutput) SetExperimentArn(v string) *CreateExperimentOutput

SetExperimentArn sets the ExperimentArn field's value.

func (CreateExperimentOutput) String added in v1.25.47 

func (s CreateExperimentOutput) String() string

String returns the string representation

type CreateFlowDefinitionInput added in v1.25.47 

type CreateFlowDefinitionInput struct {

	// The name of your flow definition.
	//
	// FlowDefinitionName is a required field
	FlowDefinitionName *string `min:"1" type:"string" required:"true"`

	// An object containing information about the events that trigger a human workflow.
	HumanLoopActivationConfig *HumanLoopActivationConfig `type:"structure"`

	// An object containing information about the tasks the human reviewers will
	// perform.
	//
	// HumanLoopConfig is a required field
	HumanLoopConfig *HumanLoopConfig `type:"structure" required:"true"`

	// Container for configuring the source of human task requests. Use to specify
	// if Amazon Rekognition or Amazon Textract is used as an integration source.
	HumanLoopRequestSource *HumanLoopRequestSource `type:"structure"`

	// An object containing information about where the human review results will
	// be uploaded.
	//
	// OutputConfig is a required field
	OutputConfig *FlowDefinitionOutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the role needed to call other services
	// on your behalf. For example, arn:aws:iam::1234567890:role/service-role/AmazonSageMaker-ExecutionRole-20180111T151298.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// An array of key-value pairs that contain metadata to help you categorize
	// and organize a flow definition. Each tag consists of a key and a value, both
	// of which you define.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

func (CreateFlowDefinitionInput) GoString added in v1.25.47 

func (s CreateFlowDefinitionInput) GoString() string

GoString returns the string representation

func (*CreateFlowDefinitionInput) SetFlowDefinitionName added in v1.25.47 

func (s *CreateFlowDefinitionInput) SetFlowDefinitionName(v string) *CreateFlowDefinitionInput

SetFlowDefinitionName sets the FlowDefinitionName field's value.

func (*CreateFlowDefinitionInput) SetHumanLoopActivationConfig added in v1.25.47 

func (s *CreateFlowDefinitionInput) SetHumanLoopActivationConfig(v *HumanLoopActivationConfig) *CreateFlowDefinitionInput

SetHumanLoopActivationConfig sets the HumanLoopActivationConfig field's value.

func (*CreateFlowDefinitionInput) SetHumanLoopConfig added in v1.25.47 

func (s *CreateFlowDefinitionInput) SetHumanLoopConfig(v *HumanLoopConfig) *CreateFlowDefinitionInput

SetHumanLoopConfig sets the HumanLoopConfig field's value.

func (*CreateFlowDefinitionInput) SetHumanLoopRequestSource added in v1.29.33 

func (s *CreateFlowDefinitionInput) SetHumanLoopRequestSource(v *HumanLoopRequestSource) *CreateFlowDefinitionInput

SetHumanLoopRequestSource sets the HumanLoopRequestSource field's value.

func (*CreateFlowDefinitionInput) SetOutputConfig added in v1.25.47 

func (s *CreateFlowDefinitionInput) SetOutputConfig(v *FlowDefinitionOutputConfig) *CreateFlowDefinitionInput

SetOutputConfig sets the OutputConfig field's value.

func (*CreateFlowDefinitionInput) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (*CreateFlowDefinitionInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (CreateFlowDefinitionInput) String added in v1.25.47 

func (s CreateFlowDefinitionInput) String() string

String returns the string representation

func (*CreateFlowDefinitionInput) Validate added in v1.25.47 

func (s *CreateFlowDefinitionInput) Validate() error

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

type CreateFlowDefinitionOutput added in v1.25.47 

type CreateFlowDefinitionOutput struct {

	// The Amazon Resource Name (ARN) of the flow definition you create.
	//
	// FlowDefinitionArn is a required field
	FlowDefinitionArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateFlowDefinitionOutput) GoString added in v1.25.47 

func (s CreateFlowDefinitionOutput) GoString() string

GoString returns the string representation

func (*CreateFlowDefinitionOutput) SetFlowDefinitionArn added in v1.25.47 

func (s *CreateFlowDefinitionOutput) SetFlowDefinitionArn(v string) *CreateFlowDefinitionOutput

SetFlowDefinitionArn sets the FlowDefinitionArn field's value.

func (CreateFlowDefinitionOutput) String added in v1.25.47 

func (s CreateFlowDefinitionOutput) String() string

String returns the string representation

type CreateHumanTaskUiInput added in v1.25.47 

type CreateHumanTaskUiInput struct {

	// The name of the user interface you are creating.
	//
	// HumanTaskUiName is a required field
	HumanTaskUiName *string `min:"1" type:"string" required:"true"`

	// An array of key-value pairs that contain metadata to help you categorize
	// and organize a human review workflow user interface. Each tag consists of
	// a key and a value, both of which you define.
	Tags []*Tag `type:"list"`

	// The Liquid template for the worker user interface.
	//
	// UiTemplate is a required field
	UiTemplate *UiTemplate `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (CreateHumanTaskUiInput) GoString added in v1.25.47 

func (s CreateHumanTaskUiInput) GoString() string

GoString returns the string representation

func (*CreateHumanTaskUiInput) SetHumanTaskUiName added in v1.25.47 

func (s *CreateHumanTaskUiInput) SetHumanTaskUiName(v string) *CreateHumanTaskUiInput

SetHumanTaskUiName sets the HumanTaskUiName field's value.

func (*CreateHumanTaskUiInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*CreateHumanTaskUiInput) SetUiTemplate added in v1.25.47 

func (s *CreateHumanTaskUiInput) SetUiTemplate(v *UiTemplate) *CreateHumanTaskUiInput

SetUiTemplate sets the UiTemplate field's value.

func (CreateHumanTaskUiInput) String added in v1.25.47 

func (s CreateHumanTaskUiInput) String() string

String returns the string representation

func (*CreateHumanTaskUiInput) Validate added in v1.25.47 

func (s *CreateHumanTaskUiInput) Validate() error

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

type CreateHumanTaskUiOutput added in v1.25.47 

type CreateHumanTaskUiOutput struct {

	// The Amazon Resource Name (ARN) of the human review workflow user interface
	// you create.
	//
	// HumanTaskUiArn is a required field
	HumanTaskUiArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateHumanTaskUiOutput) GoString added in v1.25.47 

func (s CreateHumanTaskUiOutput) GoString() string

GoString returns the string representation

func (*CreateHumanTaskUiOutput) SetHumanTaskUiArn added in v1.25.47 

func (s *CreateHumanTaskUiOutput) SetHumanTaskUiArn(v string) *CreateHumanTaskUiOutput

SetHumanTaskUiArn sets the HumanTaskUiArn field's value.

func (CreateHumanTaskUiOutput) String added in v1.25.47 

func (s CreateHumanTaskUiOutput) 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 How Hyperparameter Tuning Works (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-how-it-works.html).
	//
	// 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 *HyperParameterTrainingJobDefinition `type:"structure"`

	// A list of the HyperParameterTrainingJobDefinition objects launched for this
	// tuning job.
	TrainingJobDefinitions []*HyperParameterTrainingJobDefinition `min:"1" type:"list"`

	// Specifies the 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 value 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) SetTrainingJobDefinitions added in v1.25.47 

func (s *CreateHyperParameterTuningJobInput) SetTrainingJobDefinitions(v []*HyperParameterTrainingJobDefinition) *CreateHyperParameterTuningJobInput

SetTrainingJobDefinitions sets the TrainingJobDefinitions 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 labeling task and how it is presented to workers; including,
	// but not limited to price, keywords, and batch size (task count).
	//
	// 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". If you are running a
	// semantic segmentation labeling job, the attribute name must end with "-ref".
	// If you are running any other kind of labeling job, the attribute name must
	// not end with "-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.
	//
	// For 3D point cloud task types, see Create a Labeling Category Configuration
	// File for 3D Point Cloud Labeling Jobs (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-point-cloud-label-category-config.html).
	//
	// For all other built-in task types (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-task-types.html)
	// and custom tasks (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates.html),
	// your label category configuration file must be a JSON file in the following
	// format. Identify the labels you want to use by replacing label_1, label_2,...,label_n
	// with your label categories.
	//
	// {
	//
	// "document-version": "2018-11-28"
	//
	// "labels": [
	//
	// {
	//
	// "label": "label_1"
	//
	// },
	//
	// {
	//
	// "label": "label_2"
	//
	// },
	//
	// ...
	//
	// {
	//
	// "label": "label_n"
	//
	// }
	//
	// ]
	//
	// }
	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 (https://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.
	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
	// (https://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 (https://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 (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Data in Batch Transform Jobs by Using an Amazon Virtual Private
	// Cloud (https://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 CreateMonitoringScheduleInput added in v1.25.47 

type CreateMonitoringScheduleInput struct {

	// The configuration object that specifies the monitoring schedule and defines
	// the monitoring job.
	//
	// MonitoringScheduleConfig is a required field
	MonitoringScheduleConfig *MonitoringScheduleConfig `type:"structure" required:"true"`

	// The name of the monitoring schedule. The name must be unique within an AWS
	// Region within an AWS account.
	//
	// MonitoringScheduleName is a required field
	MonitoringScheduleName *string `min:"1" type:"string" required:"true"`

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

func (CreateMonitoringScheduleInput) GoString added in v1.25.47 

func (s CreateMonitoringScheduleInput) GoString() string

GoString returns the string representation

func (*CreateMonitoringScheduleInput) SetMonitoringScheduleConfig added in v1.25.47 

func (s *CreateMonitoringScheduleInput) SetMonitoringScheduleConfig(v *MonitoringScheduleConfig) *CreateMonitoringScheduleInput

SetMonitoringScheduleConfig sets the MonitoringScheduleConfig field's value.

func (*CreateMonitoringScheduleInput) SetMonitoringScheduleName added in v1.25.47 

func (s *CreateMonitoringScheduleInput) SetMonitoringScheduleName(v string) *CreateMonitoringScheduleInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (*CreateMonitoringScheduleInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (CreateMonitoringScheduleInput) String added in v1.25.47 

func (s CreateMonitoringScheduleInput) String() string

String returns the string representation

func (*CreateMonitoringScheduleInput) Validate added in v1.25.47 

func (s *CreateMonitoringScheduleInput) Validate() error

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

type CreateMonitoringScheduleOutput added in v1.25.47 

type CreateMonitoringScheduleOutput struct {

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

func (CreateMonitoringScheduleOutput) GoString added in v1.25.47 

func (s CreateMonitoringScheduleOutput) GoString() string

GoString returns the string representation

func (*CreateMonitoringScheduleOutput) SetMonitoringScheduleArn added in v1.25.47 

func (s *CreateMonitoringScheduleOutput) SetMonitoringScheduleArn(v string) *CreateMonitoringScheduleOutput

SetMonitoringScheduleArn sets the MonitoringScheduleArn field's value.

func (CreateMonitoringScheduleOutput) String added in v1.25.47 

func (s CreateMonitoringScheduleOutput) 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
	// instance. For more information, see Using Elastic Inference in Amazon SageMaker
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to three 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 (https://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
	// (https://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 (https://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 (https://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
	// (https://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"`

	// 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 your notebook
	// instance. The KMS key you provide must be enabled. For information, see Enabling
	// and Disabling Keys (https://docs.aws.amazon.com/kms/latest/developerguide/enabling-keys.html)
	// in the AWS Key Management Service Developer Guide.
	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 (https://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 (https://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"`

	// Whether root access is enabled or disabled for users of the notebook instance.
	// The default value is Enabled.
	//
	// Lifecycle configurations need root access to be able to set up a notebook
	// instance. Because of this, lifecycle configurations associated with a notebook
	// instance always run with root access even if you disable root access for
	// users.
	RootAccess *string `type:"string" enum:"RootAccess"`

	// 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) SetRootAccess added in v1.17.14 

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

SetRootAccess sets the RootAccess 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 CreatePresignedDomainUrlInput added in v1.25.47 

type CreatePresignedDomainUrlInput struct {

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The session expiration duration in seconds.
	SessionExpirationDurationInSeconds *int64 `min:"1800" type:"integer"`

	// The name of the UserProfile to sign-in as.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreatePresignedDomainUrlInput) GoString added in v1.25.47 

func (s CreatePresignedDomainUrlInput) GoString() string

GoString returns the string representation

func (*CreatePresignedDomainUrlInput) SetDomainId added in v1.25.47 

func (s *CreatePresignedDomainUrlInput) SetDomainId(v string) *CreatePresignedDomainUrlInput

SetDomainId sets the DomainId field's value.

func (*CreatePresignedDomainUrlInput) SetSessionExpirationDurationInSeconds added in v1.25.47 

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

SetSessionExpirationDurationInSeconds sets the SessionExpirationDurationInSeconds field's value.

func (*CreatePresignedDomainUrlInput) SetUserProfileName added in v1.25.47 

func (s *CreatePresignedDomainUrlInput) SetUserProfileName(v string) *CreatePresignedDomainUrlInput

SetUserProfileName sets the UserProfileName field's value.

func (CreatePresignedDomainUrlInput) String added in v1.25.47 

func (s CreatePresignedDomainUrlInput) String() string

String returns the string representation

func (*CreatePresignedDomainUrlInput) Validate added in v1.25.47 

func (s *CreatePresignedDomainUrlInput) Validate() error

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

type CreatePresignedDomainUrlOutput added in v1.25.47 

type CreatePresignedDomainUrlOutput struct {

	// The presigned URL.
	AuthorizedUrl *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreatePresignedDomainUrlOutput) GoString added in v1.25.47 

func (s CreatePresignedDomainUrlOutput) GoString() string

GoString returns the string representation

func (*CreatePresignedDomainUrlOutput) SetAuthorizedUrl added in v1.25.47 

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

SetAuthorizedUrl sets the AuthorizedUrl field's value.

func (CreatePresignedDomainUrlOutput) String added in v1.25.47 

func (s CreatePresignedDomainUrlOutput) 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 CreateProcessingJobInput added in v1.25.47 

type CreateProcessingJobInput struct {

	// Configures the processing job to run a specified Docker container image.
	//
	// AppSpecification is a required field
	AppSpecification *AppSpecification `type:"structure" required:"true"`

	// Sets the environment variables in the Docker container.
	Environment map[string]*string `type:"map"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// Networking options for a processing job.
	NetworkConfig *NetworkConfig `type:"structure"`

	// For each input, data is downloaded from S3 into the processing container
	// before the processing job begins running if "S3InputMode" is set to File.
	ProcessingInputs []*ProcessingInput `type:"list"`

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

	// Output configuration for the processing job.
	ProcessingOutputConfig *ProcessingOutputConfig `type:"structure"`

	// Identifies the resources, ML compute instances, and ML storage volumes to
	// deploy for a processing job. In distributed training, you specify more than
	// one instance.
	//
	// ProcessingResources is a required field
	ProcessingResources *ProcessingResources `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// The time limit for how long the processing job is allowed to run.
	StoppingCondition *ProcessingStoppingCondition `type:"structure"`

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

func (CreateProcessingJobInput) GoString added in v1.25.47 

func (s CreateProcessingJobInput) GoString() string

GoString returns the string representation

func (*CreateProcessingJobInput) SetAppSpecification added in v1.25.47 

func (s *CreateProcessingJobInput) SetAppSpecification(v *AppSpecification) *CreateProcessingJobInput

SetAppSpecification sets the AppSpecification field's value.

func (*CreateProcessingJobInput) SetEnvironment added in v1.25.47 

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

SetEnvironment sets the Environment field's value.

func (*CreateProcessingJobInput) SetExperimentConfig added in v1.25.47 

func (s *CreateProcessingJobInput) SetExperimentConfig(v *ExperimentConfig) *CreateProcessingJobInput

SetExperimentConfig sets the ExperimentConfig field's value.

func (*CreateProcessingJobInput) SetNetworkConfig added in v1.25.47 

func (s *CreateProcessingJobInput) SetNetworkConfig(v *NetworkConfig) *CreateProcessingJobInput

SetNetworkConfig sets the NetworkConfig field's value.

func (*CreateProcessingJobInput) SetProcessingInputs added in v1.25.47 

func (s *CreateProcessingJobInput) SetProcessingInputs(v []*ProcessingInput) *CreateProcessingJobInput

SetProcessingInputs sets the ProcessingInputs field's value.

func (*CreateProcessingJobInput) SetProcessingJobName added in v1.25.47 

func (s *CreateProcessingJobInput) SetProcessingJobName(v string) *CreateProcessingJobInput

SetProcessingJobName sets the ProcessingJobName field's value.

func (*CreateProcessingJobInput) SetProcessingOutputConfig added in v1.25.47 

func (s *CreateProcessingJobInput) SetProcessingOutputConfig(v *ProcessingOutputConfig) *CreateProcessingJobInput

SetProcessingOutputConfig sets the ProcessingOutputConfig field's value.

func (*CreateProcessingJobInput) SetProcessingResources added in v1.25.47 

func (s *CreateProcessingJobInput) SetProcessingResources(v *ProcessingResources) *CreateProcessingJobInput

SetProcessingResources sets the ProcessingResources field's value.

func (*CreateProcessingJobInput) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (*CreateProcessingJobInput) SetStoppingCondition added in v1.25.47 

func (s *CreateProcessingJobInput) SetStoppingCondition(v *ProcessingStoppingCondition) *CreateProcessingJobInput

SetStoppingCondition sets the StoppingCondition field's value.

func (*CreateProcessingJobInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (CreateProcessingJobInput) String added in v1.25.47 

func (s CreateProcessingJobInput) String() string

String returns the string representation

func (*CreateProcessingJobInput) Validate added in v1.25.47 

func (s *CreateProcessingJobInput) Validate() error

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

type CreateProcessingJobOutput added in v1.25.47 

type CreateProcessingJobOutput struct {

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

func (CreateProcessingJobOutput) GoString added in v1.25.47 

func (s CreateProcessingJobOutput) GoString() string

GoString returns the string representation

func (*CreateProcessingJobOutput) SetProcessingJobArn added in v1.25.47 

func (s *CreateProcessingJobOutput) SetProcessingJobArn(v string) *CreateProcessingJobOutput

SetProcessingJobArn sets the ProcessingJobArn field's value.

func (CreateProcessingJobOutput) String added in v1.25.47 

func (s CreateProcessingJobOutput) 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).
	// For information about providing your own algorithms, see Using Your Own Algorithms
	// with Amazon SageMaker (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.html).
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *AlgorithmSpecification `type:"structure" required:"true"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

	// Configuration information for the debug hook parameters, collection configuration,
	// and storage paths.
	DebugHookConfig *DebugHookConfig `type:"structure"`

	// Configuration information for debugging rules.
	DebugRuleConfigurations []*DebugRuleConfiguration `type:"list"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training. For more information,
	// see Protect Communications Between ML Compute Instances in a Distributed
	// Training Job (https://docs.aws.amazon.com/sagemaker/latest/dg/train-encrypt.html).
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// To train models using managed spot training, choose True. Managed spot training
	// provides a fully managed and scalable infrastructure for training machine
	// learning models. this option is useful when training jobs can be interrupted
	// and when there is flexibility when the training job is run.
	//
	// The complete and intermediate results of jobs are stored in an Amazon S3
	// bucket, and can be used as a starting point to train models incrementally.
	// Amazon SageMaker provides metrics and logs in CloudWatch. They can be used
	// to see when managed spot training jobs are running, interrupted, resumed,
	// or completed.
	EnableManagedSpotTraining *bool `type:"boolean"`

	// 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 you enable network isolation for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specified VPC, but the training container does not
	// have network access.
	EnableNetworkIsolation *bool `type:"boolean"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// 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 (https://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, EFS, or FSx 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. For example,
	// if you specify an EFS location, input data files will be made available as
	// input streams. They do not need to be downloaded.
	InputDataConfig []*Channel `min:"1" type:"list"`

	// Specifies the path to the S3 location 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 can assume
	// 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
	// (https://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"`

	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API 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 can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// 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 (https://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"`

	// Configuration of storage locations for TensorBoard output.
	TensorBoardOutputConfig *TensorBoardOutputConfig `type:"structure"`

	// 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 (https://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) SetCheckpointConfig added in v1.23.5 

func (s *CreateTrainingJobInput) SetCheckpointConfig(v *CheckpointConfig) *CreateTrainingJobInput

SetCheckpointConfig sets the CheckpointConfig field's value.

func (*CreateTrainingJobInput) SetDebugHookConfig added in v1.25.47 

func (s *CreateTrainingJobInput) SetDebugHookConfig(v *DebugHookConfig) *CreateTrainingJobInput

SetDebugHookConfig sets the DebugHookConfig field's value.

func (*CreateTrainingJobInput) SetDebugRuleConfigurations added in v1.25.47 

func (s *CreateTrainingJobInput) SetDebugRuleConfigurations(v []*DebugRuleConfiguration) *CreateTrainingJobInput

SetDebugRuleConfigurations sets the DebugRuleConfigurations field's value.

func (*CreateTrainingJobInput) SetEnableInterContainerTrafficEncryption added in v1.16.17 

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

SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.

func (*CreateTrainingJobInput) SetEnableManagedSpotTraining added in v1.23.5 

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

SetEnableManagedSpotTraining sets the EnableManagedSpotTraining 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) SetExperimentConfig added in v1.25.47 

func (s *CreateTrainingJobInput) SetExperimentConfig(v *ExperimentConfig) *CreateTrainingJobInput

SetExperimentConfig sets the ExperimentConfig 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) SetTensorBoardOutputConfig added in v1.25.47 

func (s *CreateTrainingJobInput) SetTensorBoardOutputConfig(v *TensorBoardOutputConfig) *CreateTrainingJobInput

SetTensorBoardOutputConfig sets the TensorBoardOutputConfig 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 {

	// Specifies the number of records to include in a mini-batch for an HTTP inference
	// request. A record is a single unit of input data that inference can be made
	// on. For example, a single line in a CSV file is a record.
	//
	// To enable the batch strategy, you must set the SplitType property to Line,
	// RecordIO, or TFRecord.
	//
	// To use only one record when making an HTTP invocation request to a container,
	// set BatchStrategy to SingleRecord and SplitType to Line.
	//
	// To fit as many records in a mini-batch as can fit within the MaxPayloadInMB
	// limit, set BatchStrategy to MultiRecord and SplitType to Line.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing `type:"structure"`

	// 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"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. If MaxConcurrentTransforms is set to 0 or left unset,
	// Amazon SageMaker checks the optional execution-parameters to determine the
	// settings for your chosen algorithm. If the execution-parameters endpoint
	// is not enabled, the default value is 1. For more information on execution-parameters,
	// see How Containers Serve Requests (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms-batch-code.html#your-algorithms-batch-code-how-containe-serves-requests).
	// For built-in algorithms, you don't need to set a value for MaxConcurrentTransforms.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum allowed size of the payload, in MB. A payload is the data portion
	// of a record (without metadata). The value in MaxPayloadInMB must be greater
	// than, or equal to, the size of a single record. To estimate the size of a
	// record in MB, divide the size of your dataset by the number of records. To
	// ensure that the records fit within the maximum payload size, we recommend
	// using a slightly larger value. 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 works only
	// in supported algorithms. Currently, Amazon SageMaker built-in algorithms
	// do not support HTTP chunked encoding.
	MaxPayloadInMB *int64 `type:"integer"`

	// Configures the timeout and maximum number of retries for processing a transform
	// job invocation.
	ModelClientConfig *ModelClientConfig `type:"structure"`

	// 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"`

	// (Optional) An array of key-value pairs. For more information, see Using Cost
	// Allocation Tags (https://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) SetDataProcessing added in v1.19.48 

func (s *CreateTransformJobInput) SetDataProcessing(v *DataProcessing) *CreateTransformJobInput

SetDataProcessing sets the DataProcessing 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) SetExperimentConfig added in v1.25.47 

func (s *CreateTransformJobInput) SetExperimentConfig(v *ExperimentConfig) *CreateTransformJobInput

SetExperimentConfig sets the ExperimentConfig 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) SetModelClientConfig added in v1.32.11 

func (s *CreateTransformJobInput) SetModelClientConfig(v *ModelClientConfig) *CreateTransformJobInput

SetModelClientConfig sets the ModelClientConfig 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 CreateTrialComponentInput added in v1.25.47 

type CreateTrialComponentInput struct {

	// The name of the component as displayed. The name doesn't need to be unique.
	// If DisplayName isn't specified, TrialComponentName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// When the component ended.
	EndTime *time.Time `type:"timestamp"`

	// The input artifacts for the component. Examples of input artifacts are datasets,
	// algorithms, hyperparameters, source code, and instance types.
	InputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// The output artifacts for the component. Examples of output artifacts are
	// metrics, snapshots, logs, and images.
	OutputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// The hyperparameters for the component.
	Parameters map[string]*TrialComponentParameterValue `type:"map"`

	// When the component started.
	StartTime *time.Time `type:"timestamp"`

	// The status of the component. States include:
	//
	//    * InProgress
	//
	//    * Completed
	//
	//    * Failed
	Status *TrialComponentStatus `type:"structure"`

	// A list of tags to associate with the component. You can use Search API to
	// search on the tags.
	Tags []*Tag `type:"list"`

	// The name of the component. The name must be unique in your AWS account and
	// is not case-sensitive.
	//
	// TrialComponentName is a required field
	TrialComponentName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateTrialComponentInput) GoString added in v1.25.47 

func (s CreateTrialComponentInput) GoString() string

GoString returns the string representation

func (*CreateTrialComponentInput) SetDisplayName added in v1.25.47 

func (s *CreateTrialComponentInput) SetDisplayName(v string) *CreateTrialComponentInput

SetDisplayName sets the DisplayName field's value.

func (*CreateTrialComponentInput) SetEndTime added in v1.25.47 

func (s *CreateTrialComponentInput) SetEndTime(v time.Time) *CreateTrialComponentInput

SetEndTime sets the EndTime field's value.

func (*CreateTrialComponentInput) SetInputArtifacts added in v1.25.47 

func (s *CreateTrialComponentInput) SetInputArtifacts(v map[string]*TrialComponentArtifact) *CreateTrialComponentInput

SetInputArtifacts sets the InputArtifacts field's value.

func (*CreateTrialComponentInput) SetOutputArtifacts added in v1.25.47 

func (s *CreateTrialComponentInput) SetOutputArtifacts(v map[string]*TrialComponentArtifact) *CreateTrialComponentInput

SetOutputArtifacts sets the OutputArtifacts field's value.

func (*CreateTrialComponentInput) SetParameters added in v1.25.47 

func (s *CreateTrialComponentInput) SetParameters(v map[string]*TrialComponentParameterValue) *CreateTrialComponentInput

SetParameters sets the Parameters field's value.

func (*CreateTrialComponentInput) SetStartTime added in v1.25.47 

func (s *CreateTrialComponentInput) SetStartTime(v time.Time) *CreateTrialComponentInput

SetStartTime sets the StartTime field's value.

func (*CreateTrialComponentInput) SetStatus added in v1.25.47 

func (s *CreateTrialComponentInput) SetStatus(v *TrialComponentStatus) *CreateTrialComponentInput

SetStatus sets the Status field's value.

func (*CreateTrialComponentInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*CreateTrialComponentInput) SetTrialComponentName added in v1.25.47 

func (s *CreateTrialComponentInput) SetTrialComponentName(v string) *CreateTrialComponentInput

SetTrialComponentName sets the TrialComponentName field's value.

func (CreateTrialComponentInput) String added in v1.25.47 

func (s CreateTrialComponentInput) String() string

String returns the string representation

func (*CreateTrialComponentInput) Validate added in v1.25.47 

func (s *CreateTrialComponentInput) Validate() error

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

type CreateTrialComponentOutput added in v1.25.47 

type CreateTrialComponentOutput struct {

	// The Amazon Resource Name (ARN) of the trial component.
	TrialComponentArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateTrialComponentOutput) GoString added in v1.25.47 

func (s CreateTrialComponentOutput) GoString() string

GoString returns the string representation

func (*CreateTrialComponentOutput) SetTrialComponentArn added in v1.25.47 

func (s *CreateTrialComponentOutput) SetTrialComponentArn(v string) *CreateTrialComponentOutput

SetTrialComponentArn sets the TrialComponentArn field's value.

func (CreateTrialComponentOutput) String added in v1.25.47 

func (s CreateTrialComponentOutput) String() string

String returns the string representation

type CreateTrialInput added in v1.25.47 

type CreateTrialInput struct {

	// The name of the trial as displayed. The name doesn't need to be unique. If
	// DisplayName isn't specified, TrialName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The name of the experiment to associate the trial with.
	//
	// ExperimentName is a required field
	ExperimentName *string `min:"1" type:"string" required:"true"`

	// A list of tags to associate with the trial. You can use Search API to search
	// on the tags.
	Tags []*Tag `type:"list"`

	// The name of the trial. The name must be unique in your AWS account and is
	// not case-sensitive.
	//
	// TrialName is a required field
	TrialName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateTrialInput) GoString added in v1.25.47 

func (s CreateTrialInput) GoString() string

GoString returns the string representation

func (*CreateTrialInput) SetDisplayName added in v1.25.47 

func (s *CreateTrialInput) SetDisplayName(v string) *CreateTrialInput

SetDisplayName sets the DisplayName field's value.

func (*CreateTrialInput) SetExperimentName added in v1.25.47 

func (s *CreateTrialInput) SetExperimentName(v string) *CreateTrialInput

SetExperimentName sets the ExperimentName field's value.

func (*CreateTrialInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*CreateTrialInput) SetTrialName added in v1.25.47 

func (s *CreateTrialInput) SetTrialName(v string) *CreateTrialInput

SetTrialName sets the TrialName field's value.

func (CreateTrialInput) String added in v1.25.47 

func (s CreateTrialInput) String() string

String returns the string representation

func (*CreateTrialInput) Validate added in v1.25.47 

func (s *CreateTrialInput) Validate() error

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

type CreateTrialOutput added in v1.25.47 

type CreateTrialOutput struct {

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

func (CreateTrialOutput) GoString added in v1.25.47 

func (s CreateTrialOutput) GoString() string

GoString returns the string representation

func (*CreateTrialOutput) SetTrialArn added in v1.25.47 

func (s *CreateTrialOutput) SetTrialArn(v string) *CreateTrialOutput

SetTrialArn sets the TrialArn field's value.

func (CreateTrialOutput) String added in v1.25.47 

func (s CreateTrialOutput) String() string

String returns the string representation

type CreateUserProfileInput added in v1.25.47 

type CreateUserProfileInput struct {

	// The ID of the associated Domain.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// A specifier for the type of value specified in SingleSignOnUserValue. Currently,
	// the only supported value is "UserName". If the Domain's AuthMode is SSO,
	// this field is required. If the Domain's AuthMode is not SSO, this field cannot
	// be specified.
	SingleSignOnUserIdentifier *string `type:"string"`

	// The username of the associated AWS Single Sign-On User for this UserProfile.
	// If the Domain's AuthMode is SSO, this field is required, and must match a
	// valid username of a user in your directory. If the Domain's AuthMode is not
	// SSO, this field cannot be specified.
	SingleSignOnUserValue *string `type:"string"`

	// Each tag consists of a key and an optional value. Tag keys must be unique
	// per resource.
	Tags []*Tag `type:"list"`

	// A name for the UserProfile.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`

	// A collection of settings.
	UserSettings *UserSettings `type:"structure"`
	// contains filtered or unexported fields
}

func (CreateUserProfileInput) GoString added in v1.25.47 

func (s CreateUserProfileInput) GoString() string

GoString returns the string representation

func (*CreateUserProfileInput) SetDomainId added in v1.25.47 

func (s *CreateUserProfileInput) SetDomainId(v string) *CreateUserProfileInput

SetDomainId sets the DomainId field's value.

func (*CreateUserProfileInput) SetSingleSignOnUserIdentifier added in v1.25.47 

func (s *CreateUserProfileInput) SetSingleSignOnUserIdentifier(v string) *CreateUserProfileInput

SetSingleSignOnUserIdentifier sets the SingleSignOnUserIdentifier field's value.

func (*CreateUserProfileInput) SetSingleSignOnUserValue added in v1.25.47 

func (s *CreateUserProfileInput) SetSingleSignOnUserValue(v string) *CreateUserProfileInput

SetSingleSignOnUserValue sets the SingleSignOnUserValue field's value.

func (*CreateUserProfileInput) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*CreateUserProfileInput) SetUserProfileName added in v1.25.47 

func (s *CreateUserProfileInput) SetUserProfileName(v string) *CreateUserProfileInput

SetUserProfileName sets the UserProfileName field's value.

func (*CreateUserProfileInput) SetUserSettings added in v1.25.47 

func (s *CreateUserProfileInput) SetUserSettings(v *UserSettings) *CreateUserProfileInput

SetUserSettings sets the UserSettings field's value.

func (CreateUserProfileInput) String added in v1.25.47 

func (s CreateUserProfileInput) String() string

String returns the string representation

func (*CreateUserProfileInput) Validate added in v1.25.47 

func (s *CreateUserProfileInput) Validate() error

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

type CreateUserProfileOutput added in v1.25.47 

type CreateUserProfileOutput struct {

	// The user profile Amazon Resource Name (ARN).
	UserProfileArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (CreateUserProfileOutput) GoString added in v1.25.47 

func (s CreateUserProfileOutput) GoString() string

GoString returns the string representation

func (*CreateUserProfileOutput) SetUserProfileArn added in v1.25.47 

func (s *CreateUserProfileOutput) SetUserProfileArn(v string) *CreateUserProfileOutput

SetUserProfileArn sets the UserProfileArn field's value.

func (CreateUserProfileOutput) String added in v1.25.47 

func (s CreateUserProfileOutput) String() string

String returns the string representation

type CreateWorkforceInput added in v1.33.12 

type CreateWorkforceInput struct {

	// Use this parameter to configure an Amazon Cognito private workforce. A single
	// Cognito workforce is created using and corresponds to a single Amazon Cognito
	// user pool (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).
	//
	// Do not use OidcConfig if you specify values for CognitoConfig.
	CognitoConfig *CognitoConfig `type:"structure"`

	// Use this parameter to configure a private workforce using your own OIDC Identity
	// Provider.
	//
	// Do not use CognitoConfig if you specify values for OidcConfig.
	OidcConfig *OidcConfig `type:"structure"`

	// A list of IP address ranges (CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html)).
	// Used to create an allow list of IP addresses for a private workforce. Workers
	// will only be able to login to their worker portal from an IP address within
	// this range. By default, a workforce isn't restricted to specific IP addresses.
	SourceIpConfig *SourceIpConfig `type:"structure"`

	// An array of key-value pairs that contain metadata to help you categorize
	// and organize our workforce. Each tag consists of a key and a value, both
	// of which you define.
	Tags []*Tag `type:"list"`

	// The name of the private workforce.
	//
	// WorkforceName is a required field
	WorkforceName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (CreateWorkforceInput) GoString added in v1.33.12 

func (s CreateWorkforceInput) GoString() string

GoString returns the string representation

func (*CreateWorkforceInput) SetCognitoConfig added in v1.33.12 

func (s *CreateWorkforceInput) SetCognitoConfig(v *CognitoConfig) *CreateWorkforceInput

SetCognitoConfig sets the CognitoConfig field's value.

func (*CreateWorkforceInput) SetOidcConfig added in v1.33.12 

func (s *CreateWorkforceInput) SetOidcConfig(v *OidcConfig) *CreateWorkforceInput

SetOidcConfig sets the OidcConfig field's value.

func (*CreateWorkforceInput) SetSourceIpConfig added in v1.33.12 

func (s *CreateWorkforceInput) SetSourceIpConfig(v *SourceIpConfig) *CreateWorkforceInput

SetSourceIpConfig sets the SourceIpConfig field's value.

func (*CreateWorkforceInput) SetTags added in v1.33.12 

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

SetTags sets the Tags field's value.

func (*CreateWorkforceInput) SetWorkforceName added in v1.33.12 

func (s *CreateWorkforceInput) SetWorkforceName(v string) *CreateWorkforceInput

SetWorkforceName sets the WorkforceName field's value.

func (CreateWorkforceInput) String added in v1.33.12 

func (s CreateWorkforceInput) String() string

String returns the string representation

func (*CreateWorkforceInput) Validate added in v1.33.12 

func (s *CreateWorkforceInput) Validate() error

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

type CreateWorkforceOutput added in v1.33.12 

type CreateWorkforceOutput struct {

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

func (CreateWorkforceOutput) GoString added in v1.33.12 

func (s CreateWorkforceOutput) GoString() string

GoString returns the string representation

func (*CreateWorkforceOutput) SetWorkforceArn added in v1.33.12 

func (s *CreateWorkforceOutput) SetWorkforceArn(v string) *CreateWorkforceOutput

SetWorkforceArn sets the WorkforceArn field's value.

func (CreateWorkforceOutput) String added in v1.33.12 

func (s CreateWorkforceOutput) 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
	// workers that make up the work team.
	//
	// Workforces can be created using Amazon Cognito or your own OIDC Identity
	// Provider (IdP). For private workforces created using Amazon Cognito use CognitoMemberDefinition.
	// For workforces created using your own OIDC identity provider (IdP) use OidcMemberDefinition.
	// Do not provide input for both of these parameters in a single request.
	//
	// For workforces created using Amazon Cognito, private work teams correspond
	// to Amazon Cognito user groups within the user pool used to create a workforce.
	// All of the CognitoMemberDefinition objects that make up the member definition
	// must have the same ClientId and UserPool values. To add a Amazon Cognito
	// user group to an existing worker pool, see Adding groups to a User Pool.
	// For more information about user pools, see Amazon Cognito User Pools (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).
	//
	// For workforces created using your own OIDC IdP, specify the user groups that
	// you want to include in your private work team in OidcMemberDefinition by
	// listing those groups in Groups.
	//
	// MemberDefinitions is a required field
	MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"`

	// Configures notification of workers regarding available or expiring work items.
	NotificationConfiguration *NotificationConfiguration `type:"structure"`

	// An array of key-value pairs.
	//
	// For more information, see Resource Tag (https://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-resource-tags.html)
	// and Using Cost Allocation Tags (https://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 workforce.
	WorkforceName *string `min:"1" type:"string"`

	// 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) SetNotificationConfiguration added in v1.19.27 

func (s *CreateWorkteamInput) SetNotificationConfiguration(v *NotificationConfiguration) *CreateWorkteamInput

SetNotificationConfiguration sets the NotificationConfiguration 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) SetWorkforceName added in v1.33.12 

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

SetWorkforceName sets the WorkforceName 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 DataCaptureConfig added in v1.25.47 

type DataCaptureConfig struct {
	CaptureContentTypeHeader *CaptureContentTypeHeader `type:"structure"`

	// CaptureOptions is a required field
	CaptureOptions []*CaptureOption `min:"1" type:"list" required:"true"`

	// DestinationS3Uri is a required field
	DestinationS3Uri *string `type:"string" required:"true"`

	EnableCapture *bool `type:"boolean"`

	// InitialSamplingPercentage is a required field
	InitialSamplingPercentage *int64 `type:"integer" required:"true"`

	KmsKeyId *string `type:"string"`
	// contains filtered or unexported fields
}

func (DataCaptureConfig) GoString added in v1.25.47 

func (s DataCaptureConfig) GoString() string

GoString returns the string representation

func (*DataCaptureConfig) SetCaptureContentTypeHeader added in v1.25.47 

func (s *DataCaptureConfig) SetCaptureContentTypeHeader(v *CaptureContentTypeHeader) *DataCaptureConfig

SetCaptureContentTypeHeader sets the CaptureContentTypeHeader field's value.

func (*DataCaptureConfig) SetCaptureOptions added in v1.25.47 

func (s *DataCaptureConfig) SetCaptureOptions(v []*CaptureOption) *DataCaptureConfig

SetCaptureOptions sets the CaptureOptions field's value.

func (*DataCaptureConfig) SetDestinationS3Uri added in v1.25.47 

func (s *DataCaptureConfig) SetDestinationS3Uri(v string) *DataCaptureConfig

SetDestinationS3Uri sets the DestinationS3Uri field's value.

func (*DataCaptureConfig) SetEnableCapture added in v1.25.47 

func (s *DataCaptureConfig) SetEnableCapture(v bool) *DataCaptureConfig

SetEnableCapture sets the EnableCapture field's value.

func (*DataCaptureConfig) SetInitialSamplingPercentage added in v1.25.47 

func (s *DataCaptureConfig) SetInitialSamplingPercentage(v int64) *DataCaptureConfig

SetInitialSamplingPercentage sets the InitialSamplingPercentage field's value.

func (*DataCaptureConfig) SetKmsKeyId added in v1.25.47 

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

SetKmsKeyId sets the KmsKeyId field's value.

func (DataCaptureConfig) String added in v1.25.47 

func (s DataCaptureConfig) String() string

String returns the string representation

func (*DataCaptureConfig) Validate added in v1.25.47 

func (s *DataCaptureConfig) Validate() error

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

type DataCaptureConfigSummary added in v1.25.47 

type DataCaptureConfigSummary struct {

	// CaptureStatus is a required field
	CaptureStatus *string `type:"string" required:"true" enum:"CaptureStatus"`

	// CurrentSamplingPercentage is a required field
	CurrentSamplingPercentage *int64 `type:"integer" required:"true"`

	// DestinationS3Uri is a required field
	DestinationS3Uri *string `type:"string" required:"true"`

	// EnableCapture is a required field
	EnableCapture *bool `type:"boolean" required:"true"`

	// KmsKeyId is a required field
	KmsKeyId *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DataCaptureConfigSummary) GoString added in v1.25.47 

func (s DataCaptureConfigSummary) GoString() string

GoString returns the string representation

func (*DataCaptureConfigSummary) SetCaptureStatus added in v1.25.47 

func (s *DataCaptureConfigSummary) SetCaptureStatus(v string) *DataCaptureConfigSummary

SetCaptureStatus sets the CaptureStatus field's value.

func (*DataCaptureConfigSummary) SetCurrentSamplingPercentage added in v1.25.47 

func (s *DataCaptureConfigSummary) SetCurrentSamplingPercentage(v int64) *DataCaptureConfigSummary

SetCurrentSamplingPercentage sets the CurrentSamplingPercentage field's value.

func (*DataCaptureConfigSummary) SetDestinationS3Uri added in v1.25.47 

func (s *DataCaptureConfigSummary) SetDestinationS3Uri(v string) *DataCaptureConfigSummary

SetDestinationS3Uri sets the DestinationS3Uri field's value.

func (*DataCaptureConfigSummary) SetEnableCapture added in v1.25.47 

func (s *DataCaptureConfigSummary) SetEnableCapture(v bool) *DataCaptureConfigSummary

SetEnableCapture sets the EnableCapture field's value.

func (*DataCaptureConfigSummary) SetKmsKeyId added in v1.25.47 

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

SetKmsKeyId sets the KmsKeyId field's value.

func (DataCaptureConfigSummary) String added in v1.25.47 

func (s DataCaptureConfigSummary) String() string

String returns the string representation

type DataProcessing added in v1.19.48 

type DataProcessing struct {

	// A JSONPath (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html#data-processing-operators)
	// expression used to select a portion of the input data to pass to the algorithm.
	// Use the InputFilter parameter to exclude fields, such as an ID column, from
	// the input. If you want Amazon SageMaker to pass the entire input dataset
	// to the algorithm, accept the default value $.
	//
	// Examples: "$", "$[1:]", "$.features"
	InputFilter *string `type:"string"`

	// Specifies the source of the data to join with the transformed data. The valid
	// values are None and Input. The default value is None, which specifies not
	// to join the input with the transformed data. If you want the batch transform
	// job to join the original input data with the transformed data, set JoinSource
	// to Input.
	//
	// For JSON or JSONLines objects, such as a JSON array, Amazon SageMaker adds
	// the transformed data to the input JSON object in an attribute called SageMakerOutput.
	// The joined result for JSON must be a key-value pair object. If the input
	// is not a key-value pair object, Amazon SageMaker creates a new JSON file.
	// In the new JSON file, and the input data is stored under the SageMakerInput
	// key and the results are stored in SageMakerOutput.
	//
	// For CSV files, Amazon SageMaker combines the transformed data with the input
	// data at the end of the input data and stores it in the output file. The joined
	// data has the joined input data followed by the transformed data and the output
	// is a CSV file.
	JoinSource *string `type:"string" enum:"JoinSource"`

	// A JSONPath (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html#data-processing-operators)
	// expression used to select a portion of the joined dataset to save in the
	// output file for a batch transform job. If you want Amazon SageMaker to store
	// the entire input dataset in the output file, leave the default value, $.
	// If you specify indexes that aren't within the dimension size of the joined
	// dataset, you get an error.
	//
	// Examples: "$", "$[0,5:]", "$['id','SageMakerOutput']"
	OutputFilter *string `type:"string"`
	// contains filtered or unexported fields
}

The data structure used to specify the data to be used for inference in a batch transform job and to associate the data that is relevant to the prediction results in the output. The input filter provided allows you to exclude input data that is not needed for inference in a batch transform job. The output filter provided allows you to include input data relevant to interpreting the predictions in the output from the job. For more information, see Associate Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).

func (DataProcessing) GoString added in v1.19.48 

func (s DataProcessing) GoString() string

GoString returns the string representation

func (*DataProcessing) SetInputFilter added in v1.19.48 

func (s *DataProcessing) SetInputFilter(v string) *DataProcessing

SetInputFilter sets the InputFilter field's value.

func (*DataProcessing) SetJoinSource added in v1.19.48 

func (s *DataProcessing) SetJoinSource(v string) *DataProcessing

SetJoinSource sets the JoinSource field's value.

func (*DataProcessing) SetOutputFilter added in v1.19.48 

func (s *DataProcessing) SetOutputFilter(v string) *DataProcessing

SetOutputFilter sets the OutputFilter field's value.

func (DataProcessing) String added in v1.19.48 

func (s DataProcessing) String() string

String returns the string representation

type DataSource 

type DataSource struct {

	// The file system that is associated with a channel.
	FileSystemDataSource *FileSystemDataSource `type:"structure"`

	// The S3 location of the data source that is associated with a channel.
	S3DataSource *S3DataSource `type:"structure"`
	// 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) SetFileSystemDataSource added in v1.23.6 

func (s *DataSource) SetFileSystemDataSource(v *FileSystemDataSource) *DataSource

SetFileSystemDataSource sets the FileSystemDataSource field's value.

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 DebugHookConfig added in v1.25.47 

type DebugHookConfig struct {

	// Configuration information for tensor collections.
	CollectionConfigurations []*CollectionConfiguration `type:"list"`

	// Configuration information for the debug hook parameters.
	HookParameters map[string]*string `type:"map"`

	// Path to local storage location for tensors. Defaults to /opt/ml/output/tensors/.
	LocalPath *string `type:"string"`

	// Path to Amazon S3 storage location for tensors.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Configuration information for the debug hook parameters, collection configuration, and storage paths.

func (DebugHookConfig) GoString added in v1.25.47 

func (s DebugHookConfig) GoString() string

GoString returns the string representation

func (*DebugHookConfig) SetCollectionConfigurations added in v1.25.47 

func (s *DebugHookConfig) SetCollectionConfigurations(v []*CollectionConfiguration) *DebugHookConfig

SetCollectionConfigurations sets the CollectionConfigurations field's value.

func (*DebugHookConfig) SetHookParameters added in v1.25.47 

func (s *DebugHookConfig) SetHookParameters(v map[string]*string) *DebugHookConfig

SetHookParameters sets the HookParameters field's value.

func (*DebugHookConfig) SetLocalPath added in v1.25.47 

func (s *DebugHookConfig) SetLocalPath(v string) *DebugHookConfig

SetLocalPath sets the LocalPath field's value.

func (*DebugHookConfig) SetS3OutputPath added in v1.25.47 

func (s *DebugHookConfig) SetS3OutputPath(v string) *DebugHookConfig

SetS3OutputPath sets the S3OutputPath field's value.

func (DebugHookConfig) String added in v1.25.47 

func (s DebugHookConfig) String() string

String returns the string representation

func (*DebugHookConfig) Validate added in v1.25.47 

func (s *DebugHookConfig) Validate() error

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

type DebugRuleConfiguration added in v1.25.47 

type DebugRuleConfiguration struct {

	// The instance type to deploy for a training job.
	InstanceType *string `type:"string" enum:"ProcessingInstanceType"`

	// Path to local storage location for output of rules. Defaults to /opt/ml/processing/output/rule/.
	LocalPath *string `type:"string"`

	// The name of the rule configuration. It must be unique relative to other rule
	// configuration names.
	//
	// RuleConfigurationName is a required field
	RuleConfigurationName *string `min:"1" type:"string" required:"true"`

	// The Amazon Elastic Container (ECR) Image for the managed rule evaluation.
	//
	// RuleEvaluatorImage is a required field
	RuleEvaluatorImage *string `type:"string" required:"true"`

	// Runtime configuration for rule container.
	RuleParameters map[string]*string `type:"map"`

	// Path to Amazon S3 storage location for rules.
	S3OutputPath *string `type:"string"`

	// The size, in GB, of the ML storage volume attached to the processing instance.
	VolumeSizeInGB *int64 `type:"integer"`
	// contains filtered or unexported fields
}

Configuration information for debugging rules.

func (DebugRuleConfiguration) GoString added in v1.25.47 

func (s DebugRuleConfiguration) GoString() string

GoString returns the string representation

func (*DebugRuleConfiguration) SetInstanceType added in v1.25.47 

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

SetInstanceType sets the InstanceType field's value.

func (*DebugRuleConfiguration) SetLocalPath added in v1.25.47 

func (s *DebugRuleConfiguration) SetLocalPath(v string) *DebugRuleConfiguration

SetLocalPath sets the LocalPath field's value.

func (*DebugRuleConfiguration) SetRuleConfigurationName added in v1.25.47 

func (s *DebugRuleConfiguration) SetRuleConfigurationName(v string) *DebugRuleConfiguration

SetRuleConfigurationName sets the RuleConfigurationName field's value.

func (*DebugRuleConfiguration) SetRuleEvaluatorImage added in v1.25.47 

func (s *DebugRuleConfiguration) SetRuleEvaluatorImage(v string) *DebugRuleConfiguration

SetRuleEvaluatorImage sets the RuleEvaluatorImage field's value.

func (*DebugRuleConfiguration) SetRuleParameters added in v1.25.47 

func (s *DebugRuleConfiguration) SetRuleParameters(v map[string]*string) *DebugRuleConfiguration

SetRuleParameters sets the RuleParameters field's value.

func (*DebugRuleConfiguration) SetS3OutputPath added in v1.25.47 

func (s *DebugRuleConfiguration) SetS3OutputPath(v string) *DebugRuleConfiguration

SetS3OutputPath sets the S3OutputPath field's value.

func (*DebugRuleConfiguration) SetVolumeSizeInGB added in v1.25.47 

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

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (DebugRuleConfiguration) String added in v1.25.47 

func (s DebugRuleConfiguration) String() string

String returns the string representation

func (*DebugRuleConfiguration) Validate added in v1.25.47 

func (s *DebugRuleConfiguration) Validate() error

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

type DebugRuleEvaluationStatus added in v1.25.47 

type DebugRuleEvaluationStatus struct {

	// Timestamp when the rule evaluation status was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The name of the rule configuration
	RuleConfigurationName *string `min:"1" type:"string"`

	// The Amazon Resource Name (ARN) of the rule evaluation job.
	RuleEvaluationJobArn *string `type:"string"`

	// Status of the rule evaluation.
	RuleEvaluationStatus *string `type:"string" enum:"RuleEvaluationStatus"`

	// Details from the rule evaluation.
	StatusDetails *string `type:"string"`
	// contains filtered or unexported fields
}

Information about the status of the rule evaluation.

func (DebugRuleEvaluationStatus) GoString added in v1.25.47 

func (s DebugRuleEvaluationStatus) GoString() string

GoString returns the string representation

func (*DebugRuleEvaluationStatus) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DebugRuleEvaluationStatus) SetRuleConfigurationName added in v1.25.47 

func (s *DebugRuleEvaluationStatus) SetRuleConfigurationName(v string) *DebugRuleEvaluationStatus

SetRuleConfigurationName sets the RuleConfigurationName field's value.

func (*DebugRuleEvaluationStatus) SetRuleEvaluationJobArn added in v1.25.47 

func (s *DebugRuleEvaluationStatus) SetRuleEvaluationJobArn(v string) *DebugRuleEvaluationStatus

SetRuleEvaluationJobArn sets the RuleEvaluationJobArn field's value.

func (*DebugRuleEvaluationStatus) SetRuleEvaluationStatus added in v1.25.47 

func (s *DebugRuleEvaluationStatus) SetRuleEvaluationStatus(v string) *DebugRuleEvaluationStatus

SetRuleEvaluationStatus sets the RuleEvaluationStatus field's value.

func (*DebugRuleEvaluationStatus) SetStatusDetails added in v1.25.47 

func (s *DebugRuleEvaluationStatus) SetStatusDetails(v string) *DebugRuleEvaluationStatus

SetStatusDetails sets the StatusDetails field's value.

func (DebugRuleEvaluationStatus) String added in v1.25.47 

func (s DebugRuleEvaluationStatus) String() string

String returns the string representation

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 DeleteAppInput added in v1.25.47 

type DeleteAppInput struct {

	// The name of the app.
	//
	// AppName is a required field
	AppName *string `type:"string" required:"true"`

	// The type of app.
	//
	// AppType is a required field
	AppType *string `type:"string" required:"true" enum:"AppType"`

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The user profile name.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteAppInput) GoString added in v1.25.47 

func (s DeleteAppInput) GoString() string

GoString returns the string representation

func (*DeleteAppInput) SetAppName added in v1.25.47 

func (s *DeleteAppInput) SetAppName(v string) *DeleteAppInput

SetAppName sets the AppName field's value.

func (*DeleteAppInput) SetAppType added in v1.25.47 

func (s *DeleteAppInput) SetAppType(v string) *DeleteAppInput

SetAppType sets the AppType field's value.

func (*DeleteAppInput) SetDomainId added in v1.25.47 

func (s *DeleteAppInput) SetDomainId(v string) *DeleteAppInput

SetDomainId sets the DomainId field's value.

func (*DeleteAppInput) SetUserProfileName added in v1.25.47 

func (s *DeleteAppInput) SetUserProfileName(v string) *DeleteAppInput

SetUserProfileName sets the UserProfileName field's value.

func (DeleteAppInput) String added in v1.25.47 

func (s DeleteAppInput) String() string

String returns the string representation

func (*DeleteAppInput) Validate added in v1.25.47 

func (s *DeleteAppInput) Validate() error

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

type DeleteAppOutput added in v1.25.47 

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

func (DeleteAppOutput) GoString added in v1.25.47 

func (s DeleteAppOutput) GoString() string

GoString returns the string representation

func (DeleteAppOutput) String added in v1.25.47 

func (s DeleteAppOutput) 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 DeleteDomainInput added in v1.25.47 

type DeleteDomainInput struct {

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The retention policy for this domain, which specifies whether resources will
	// be retained after the Domain is deleted. By default, all resources are retained
	// (not automatically deleted).
	RetentionPolicy *RetentionPolicy `type:"structure"`
	// contains filtered or unexported fields
}

func (DeleteDomainInput) GoString added in v1.25.47 

func (s DeleteDomainInput) GoString() string

GoString returns the string representation

func (*DeleteDomainInput) SetDomainId added in v1.25.47 

func (s *DeleteDomainInput) SetDomainId(v string) *DeleteDomainInput

SetDomainId sets the DomainId field's value.

func (*DeleteDomainInput) SetRetentionPolicy added in v1.25.47 

func (s *DeleteDomainInput) SetRetentionPolicy(v *RetentionPolicy) *DeleteDomainInput

SetRetentionPolicy sets the RetentionPolicy field's value.

func (DeleteDomainInput) String added in v1.25.47 

func (s DeleteDomainInput) String() string

String returns the string representation

func (*DeleteDomainInput) Validate added in v1.25.47 

func (s *DeleteDomainInput) Validate() error

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

type DeleteDomainOutput added in v1.25.47 

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

func (DeleteDomainOutput) GoString added in v1.25.47 

func (s DeleteDomainOutput) GoString() string

GoString returns the string representation

func (DeleteDomainOutput) String added in v1.25.47 

func (s DeleteDomainOutput) 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 DeleteExperimentInput added in v1.25.47 

type DeleteExperimentInput struct {

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

func (DeleteExperimentInput) GoString added in v1.25.47 

func (s DeleteExperimentInput) GoString() string

GoString returns the string representation

func (*DeleteExperimentInput) SetExperimentName added in v1.25.47 

func (s *DeleteExperimentInput) SetExperimentName(v string) *DeleteExperimentInput

SetExperimentName sets the ExperimentName field's value.

func (DeleteExperimentInput) String added in v1.25.47 

func (s DeleteExperimentInput) String() string

String returns the string representation

func (*DeleteExperimentInput) Validate added in v1.25.47 

func (s *DeleteExperimentInput) Validate() error

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

type DeleteExperimentOutput added in v1.25.47 

type DeleteExperimentOutput struct {

	// The Amazon Resource Name (ARN) of the experiment that is being deleted.
	ExperimentArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (DeleteExperimentOutput) GoString added in v1.25.47 

func (s DeleteExperimentOutput) GoString() string

GoString returns the string representation

func (*DeleteExperimentOutput) SetExperimentArn added in v1.25.47 

func (s *DeleteExperimentOutput) SetExperimentArn(v string) *DeleteExperimentOutput

SetExperimentArn sets the ExperimentArn field's value.

func (DeleteExperimentOutput) String added in v1.25.47 

func (s DeleteExperimentOutput) String() string

String returns the string representation

type DeleteFlowDefinitionInput added in v1.25.47 

type DeleteFlowDefinitionInput struct {

	// The name of the flow definition you are deleting.
	//
	// FlowDefinitionName is a required field
	FlowDefinitionName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteFlowDefinitionInput) GoString added in v1.25.47 

func (s DeleteFlowDefinitionInput) GoString() string

GoString returns the string representation

func (*DeleteFlowDefinitionInput) SetFlowDefinitionName added in v1.25.47 

func (s *DeleteFlowDefinitionInput) SetFlowDefinitionName(v string) *DeleteFlowDefinitionInput

SetFlowDefinitionName sets the FlowDefinitionName field's value.

func (DeleteFlowDefinitionInput) String added in v1.25.47 

func (s DeleteFlowDefinitionInput) String() string

String returns the string representation

func (*DeleteFlowDefinitionInput) Validate added in v1.25.47 

func (s *DeleteFlowDefinitionInput) Validate() error

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

type DeleteFlowDefinitionOutput added in v1.25.47 

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

func (DeleteFlowDefinitionOutput) GoString added in v1.25.47 

func (s DeleteFlowDefinitionOutput) GoString() string

GoString returns the string representation

func (DeleteFlowDefinitionOutput) String added in v1.25.47 

func (s DeleteFlowDefinitionOutput) String() string

String returns the string representation

type DeleteHumanTaskUiInput added in v1.33.5 

type DeleteHumanTaskUiInput struct {

	// The name of the human task user interface (work task template) you want to
	// delete.
	//
	// HumanTaskUiName is a required field
	HumanTaskUiName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteHumanTaskUiInput) GoString added in v1.33.5 

func (s DeleteHumanTaskUiInput) GoString() string

GoString returns the string representation

func (*DeleteHumanTaskUiInput) SetHumanTaskUiName added in v1.33.5 

func (s *DeleteHumanTaskUiInput) SetHumanTaskUiName(v string) *DeleteHumanTaskUiInput

SetHumanTaskUiName sets the HumanTaskUiName field's value.

func (DeleteHumanTaskUiInput) String added in v1.33.5 

func (s DeleteHumanTaskUiInput) String() string

String returns the string representation

func (*DeleteHumanTaskUiInput) Validate added in v1.33.5 

func (s *DeleteHumanTaskUiInput) Validate() error

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

type DeleteHumanTaskUiOutput added in v1.33.5 

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

func (DeleteHumanTaskUiOutput) GoString added in v1.33.5 

func (s DeleteHumanTaskUiOutput) GoString() string

GoString returns the string representation

func (DeleteHumanTaskUiOutput) String added in v1.33.5 

func (s DeleteHumanTaskUiOutput) 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 DeleteMonitoringScheduleInput added in v1.25.47 

type DeleteMonitoringScheduleInput struct {

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

func (DeleteMonitoringScheduleInput) GoString added in v1.25.47 

func (s DeleteMonitoringScheduleInput) GoString() string

GoString returns the string representation

func (*DeleteMonitoringScheduleInput) SetMonitoringScheduleName added in v1.25.47 

func (s *DeleteMonitoringScheduleInput) SetMonitoringScheduleName(v string) *DeleteMonitoringScheduleInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (DeleteMonitoringScheduleInput) String added in v1.25.47 

func (s DeleteMonitoringScheduleInput) String() string

String returns the string representation

func (*DeleteMonitoringScheduleInput) Validate added in v1.25.47 

func (s *DeleteMonitoringScheduleInput) Validate() error

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

type DeleteMonitoringScheduleOutput added in v1.25.47 

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

func (DeleteMonitoringScheduleOutput) GoString added in v1.25.47 

func (s DeleteMonitoringScheduleOutput) GoString() string

GoString returns the string representation

func (DeleteMonitoringScheduleOutput) String added in v1.25.47 

func (s DeleteMonitoringScheduleOutput) 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 DeleteTrialComponentInput added in v1.25.47 

type DeleteTrialComponentInput struct {

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

func (DeleteTrialComponentInput) GoString added in v1.25.47 

func (s DeleteTrialComponentInput) GoString() string

GoString returns the string representation

func (*DeleteTrialComponentInput) SetTrialComponentName added in v1.25.47 

func (s *DeleteTrialComponentInput) SetTrialComponentName(v string) *DeleteTrialComponentInput

SetTrialComponentName sets the TrialComponentName field's value.

func (DeleteTrialComponentInput) String added in v1.25.47 

func (s DeleteTrialComponentInput) String() string

String returns the string representation

func (*DeleteTrialComponentInput) Validate added in v1.25.47 

func (s *DeleteTrialComponentInput) Validate() error

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

type DeleteTrialComponentOutput added in v1.25.47 

type DeleteTrialComponentOutput struct {

	// The Amazon Resource Name (ARN) of the component is being deleted.
	TrialComponentArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (DeleteTrialComponentOutput) GoString added in v1.25.47 

func (s DeleteTrialComponentOutput) GoString() string

GoString returns the string representation

func (*DeleteTrialComponentOutput) SetTrialComponentArn added in v1.25.47 

func (s *DeleteTrialComponentOutput) SetTrialComponentArn(v string) *DeleteTrialComponentOutput

SetTrialComponentArn sets the TrialComponentArn field's value.

func (DeleteTrialComponentOutput) String added in v1.25.47 

func (s DeleteTrialComponentOutput) String() string

String returns the string representation

type DeleteTrialInput added in v1.25.47 

type DeleteTrialInput struct {

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

func (DeleteTrialInput) GoString added in v1.25.47 

func (s DeleteTrialInput) GoString() string

GoString returns the string representation

func (*DeleteTrialInput) SetTrialName added in v1.25.47 

func (s *DeleteTrialInput) SetTrialName(v string) *DeleteTrialInput

SetTrialName sets the TrialName field's value.

func (DeleteTrialInput) String added in v1.25.47 

func (s DeleteTrialInput) String() string

String returns the string representation

func (*DeleteTrialInput) Validate added in v1.25.47 

func (s *DeleteTrialInput) Validate() error

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

type DeleteTrialOutput added in v1.25.47 

type DeleteTrialOutput struct {

	// The Amazon Resource Name (ARN) of the trial that is being deleted.
	TrialArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (DeleteTrialOutput) GoString added in v1.25.47 

func (s DeleteTrialOutput) GoString() string

GoString returns the string representation

func (*DeleteTrialOutput) SetTrialArn added in v1.25.47 

func (s *DeleteTrialOutput) SetTrialArn(v string) *DeleteTrialOutput

SetTrialArn sets the TrialArn field's value.

func (DeleteTrialOutput) String added in v1.25.47 

func (s DeleteTrialOutput) String() string

String returns the string representation

type DeleteUserProfileInput added in v1.25.47 

type DeleteUserProfileInput struct {

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The user profile name.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DeleteUserProfileInput) GoString added in v1.25.47 

func (s DeleteUserProfileInput) GoString() string

GoString returns the string representation

func (*DeleteUserProfileInput) SetDomainId added in v1.25.47 

func (s *DeleteUserProfileInput) SetDomainId(v string) *DeleteUserProfileInput

SetDomainId sets the DomainId field's value.

func (*DeleteUserProfileInput) SetUserProfileName added in v1.25.47 

func (s *DeleteUserProfileInput) SetUserProfileName(v string) *DeleteUserProfileInput

SetUserProfileName sets the UserProfileName field's value.

func (DeleteUserProfileInput) String added in v1.25.47 

func (s DeleteUserProfileInput) String() string

String returns the string representation

func (*DeleteUserProfileInput) Validate added in v1.25.47 

func (s *DeleteUserProfileInput) Validate() error

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

type DeleteUserProfileOutput added in v1.25.47 

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

func (DeleteUserProfileOutput) GoString added in v1.25.47 

func (s DeleteUserProfileOutput) GoString() string

GoString returns the string representation

func (DeleteUserProfileOutput) String added in v1.25.47 

func (s DeleteUserProfileOutput) String() string

String returns the string representation

type DeleteWorkforceInput added in v1.33.12 

type DeleteWorkforceInput struct {

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

func (DeleteWorkforceInput) GoString added in v1.33.12 

func (s DeleteWorkforceInput) GoString() string

GoString returns the string representation

func (*DeleteWorkforceInput) SetWorkforceName added in v1.33.12 

func (s *DeleteWorkforceInput) SetWorkforceName(v string) *DeleteWorkforceInput

SetWorkforceName sets the WorkforceName field's value.

func (DeleteWorkforceInput) String added in v1.33.12 

func (s DeleteWorkforceInput) String() string

String returns the string representation

func (*DeleteWorkforceInput) Validate added in v1.33.12 

func (s *DeleteWorkforceInput) Validate() error

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

type DeleteWorkforceOutput added in v1.33.12 

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

func (DeleteWorkforceOutput) GoString added in v1.33.12 

func (s DeleteWorkforceOutput) GoString() string

GoString returns the string representation

func (DeleteWorkforceOutput) String added in v1.33.12 

func (s DeleteWorkforceOutput) 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 (https://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 Marketplace.
	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 DescribeAppInput added in v1.25.47 

type DescribeAppInput struct {

	// The name of the app.
	//
	// AppName is a required field
	AppName *string `type:"string" required:"true"`

	// The type of app.
	//
	// AppType is a required field
	AppType *string `type:"string" required:"true" enum:"AppType"`

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The user profile name.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeAppInput) GoString added in v1.25.47 

func (s DescribeAppInput) GoString() string

GoString returns the string representation

func (*DescribeAppInput) SetAppName added in v1.25.47 

func (s *DescribeAppInput) SetAppName(v string) *DescribeAppInput

SetAppName sets the AppName field's value.

func (*DescribeAppInput) SetAppType added in v1.25.47 

func (s *DescribeAppInput) SetAppType(v string) *DescribeAppInput

SetAppType sets the AppType field's value.

func (*DescribeAppInput) SetDomainId added in v1.25.47 

func (s *DescribeAppInput) SetDomainId(v string) *DescribeAppInput

SetDomainId sets the DomainId field's value.

func (*DescribeAppInput) SetUserProfileName added in v1.25.47 

func (s *DescribeAppInput) SetUserProfileName(v string) *DescribeAppInput

SetUserProfileName sets the UserProfileName field's value.

func (DescribeAppInput) String added in v1.25.47 

func (s DescribeAppInput) String() string

String returns the string representation

func (*DescribeAppInput) Validate added in v1.25.47 

func (s *DescribeAppInput) Validate() error

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

type DescribeAppOutput added in v1.25.47 

type DescribeAppOutput struct {

	// The app's Amazon Resource Name (ARN).
	AppArn *string `type:"string"`

	// The name of the app.
	AppName *string `type:"string"`

	// The type of app.
	AppType *string `type:"string" enum:"AppType"`

	// The creation time.
	CreationTime *time.Time `type:"timestamp"`

	// The domain ID.
	DomainId *string `type:"string"`

	// The failure reason.
	FailureReason *string `type:"string"`

	// The timestamp of the last health check.
	LastHealthCheckTimestamp *time.Time `type:"timestamp"`

	// The timestamp of the last user's activity.
	LastUserActivityTimestamp *time.Time `type:"timestamp"`

	// The instance type and the Amazon Resource Name (ARN) of the SageMaker image
	// created on the instance.
	ResourceSpec *ResourceSpec `type:"structure"`

	// The status.
	Status *string `type:"string" enum:"AppStatus"`

	// The user profile name.
	UserProfileName *string `type:"string"`
	// contains filtered or unexported fields
}

func (DescribeAppOutput) GoString added in v1.25.47 

func (s DescribeAppOutput) GoString() string

GoString returns the string representation

func (*DescribeAppOutput) SetAppArn added in v1.25.47 

func (s *DescribeAppOutput) SetAppArn(v string) *DescribeAppOutput

SetAppArn sets the AppArn field's value.

func (*DescribeAppOutput) SetAppName added in v1.25.47 

func (s *DescribeAppOutput) SetAppName(v string) *DescribeAppOutput

SetAppName sets the AppName field's value.

func (*DescribeAppOutput) SetAppType added in v1.25.47 

func (s *DescribeAppOutput) SetAppType(v string) *DescribeAppOutput

SetAppType sets the AppType field's value.

func (*DescribeAppOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeAppOutput) SetDomainId added in v1.25.47 

func (s *DescribeAppOutput) SetDomainId(v string) *DescribeAppOutput

SetDomainId sets the DomainId field's value.

func (*DescribeAppOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeAppOutput) SetLastHealthCheckTimestamp added in v1.25.47 

func (s *DescribeAppOutput) SetLastHealthCheckTimestamp(v time.Time) *DescribeAppOutput

SetLastHealthCheckTimestamp sets the LastHealthCheckTimestamp field's value.

func (*DescribeAppOutput) SetLastUserActivityTimestamp added in v1.25.47 

func (s *DescribeAppOutput) SetLastUserActivityTimestamp(v time.Time) *DescribeAppOutput

SetLastUserActivityTimestamp sets the LastUserActivityTimestamp field's value.

func (*DescribeAppOutput) SetResourceSpec added in v1.25.47 

func (s *DescribeAppOutput) SetResourceSpec(v *ResourceSpec) *DescribeAppOutput

SetResourceSpec sets the ResourceSpec field's value.

func (*DescribeAppOutput) SetStatus added in v1.25.47 

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

SetStatus sets the Status field's value.

func (*DescribeAppOutput) SetUserProfileName added in v1.25.47 

func (s *DescribeAppOutput) SetUserProfileName(v string) *DescribeAppOutput

SetUserProfileName sets the UserProfileName field's value.

func (DescribeAppOutput) String added in v1.25.47 

func (s DescribeAppOutput) String() string

String returns the string representation

type DescribeAutoMLJobInput added in v1.25.47 

type DescribeAutoMLJobInput struct {

	// Request information about a job using that job's unique name.
	//
	// AutoMLJobName is a required field
	AutoMLJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeAutoMLJobInput) GoString added in v1.25.47 

func (s DescribeAutoMLJobInput) GoString() string

GoString returns the string representation

func (*DescribeAutoMLJobInput) SetAutoMLJobName added in v1.25.47 

func (s *DescribeAutoMLJobInput) SetAutoMLJobName(v string) *DescribeAutoMLJobInput

SetAutoMLJobName sets the AutoMLJobName field's value.

func (DescribeAutoMLJobInput) String added in v1.25.47 

func (s DescribeAutoMLJobInput) String() string

String returns the string representation

func (*DescribeAutoMLJobInput) Validate added in v1.25.47 

func (s *DescribeAutoMLJobInput) Validate() error

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

type DescribeAutoMLJobOutput added in v1.25.47 

type DescribeAutoMLJobOutput struct {

	// Returns the job's ARN.
	//
	// AutoMLJobArn is a required field
	AutoMLJobArn *string `min:"1" type:"string" required:"true"`

	// Returns information on the job's artifacts found in AutoMLJobArtifacts.
	AutoMLJobArtifacts *AutoMLJobArtifacts `type:"structure"`

	// Returns the job's config.
	AutoMLJobConfig *AutoMLJobConfig `type:"structure"`

	// Returns the name of a job.
	//
	// AutoMLJobName is a required field
	AutoMLJobName *string `min:"1" type:"string" required:"true"`

	// Returns the job's objective.
	AutoMLJobObjective *AutoMLJobObjective `type:"structure"`

	// Returns the job's AutoMLJobSecondaryStatus.
	//
	// AutoMLJobSecondaryStatus is a required field
	AutoMLJobSecondaryStatus *string `type:"string" required:"true" enum:"AutoMLJobSecondaryStatus"`

	// Returns the job's AutoMLJobStatus.
	//
	// AutoMLJobStatus is a required field
	AutoMLJobStatus *string `type:"string" required:"true" enum:"AutoMLJobStatus"`

	// Returns the job's BestCandidate.
	BestCandidate *AutoMLCandidate `type:"structure"`

	// Returns the job's creation time.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// Returns the job's end time.
	EndTime *time.Time `type:"timestamp"`

	// Returns the job's FailureReason.
	FailureReason *string `type:"string"`

	// Returns the job's output from GenerateCandidateDefinitionsOnly.
	GenerateCandidateDefinitionsOnly *bool `type:"boolean"`

	// Returns the job's input data config.
	//
	// InputDataConfig is a required field
	InputDataConfig []*AutoMLChannel `min:"1" type:"list" required:"true"`

	// Returns the job's last modified time.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// Returns the job's output data config.
	//
	// OutputDataConfig is a required field
	OutputDataConfig *AutoMLOutputDataConfig `type:"structure" required:"true"`

	// Returns the job's problem type.
	ProblemType *string `type:"string" enum:"ProblemType"`

	// This contains ProblemType, AutoMLJobObjective and CompletionCriteria. They're
	// auto-inferred values, if not provided by you. If you do provide them, then
	// they'll be the same as provided.
	ResolvedAttributes *ResolvedAttributes `type:"structure"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) role that has read permission to the input data location and write
	// permission to the output data location in Amazon S3.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeAutoMLJobOutput) GoString added in v1.25.47 

func (s DescribeAutoMLJobOutput) GoString() string

GoString returns the string representation

func (*DescribeAutoMLJobOutput) SetAutoMLJobArn added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobArn(v string) *DescribeAutoMLJobOutput

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*DescribeAutoMLJobOutput) SetAutoMLJobArtifacts added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobArtifacts(v *AutoMLJobArtifacts) *DescribeAutoMLJobOutput

SetAutoMLJobArtifacts sets the AutoMLJobArtifacts field's value.

func (*DescribeAutoMLJobOutput) SetAutoMLJobConfig added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobConfig(v *AutoMLJobConfig) *DescribeAutoMLJobOutput

SetAutoMLJobConfig sets the AutoMLJobConfig field's value.

func (*DescribeAutoMLJobOutput) SetAutoMLJobName added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobName(v string) *DescribeAutoMLJobOutput

SetAutoMLJobName sets the AutoMLJobName field's value.

func (*DescribeAutoMLJobOutput) SetAutoMLJobObjective added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobObjective(v *AutoMLJobObjective) *DescribeAutoMLJobOutput

SetAutoMLJobObjective sets the AutoMLJobObjective field's value.

func (*DescribeAutoMLJobOutput) SetAutoMLJobSecondaryStatus added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobSecondaryStatus(v string) *DescribeAutoMLJobOutput

SetAutoMLJobSecondaryStatus sets the AutoMLJobSecondaryStatus field's value.

func (*DescribeAutoMLJobOutput) SetAutoMLJobStatus added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetAutoMLJobStatus(v string) *DescribeAutoMLJobOutput

SetAutoMLJobStatus sets the AutoMLJobStatus field's value.

func (*DescribeAutoMLJobOutput) SetBestCandidate added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetBestCandidate(v *AutoMLCandidate) *DescribeAutoMLJobOutput

SetBestCandidate sets the BestCandidate field's value.

func (*DescribeAutoMLJobOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeAutoMLJobOutput) SetEndTime added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetEndTime(v time.Time) *DescribeAutoMLJobOutput

SetEndTime sets the EndTime field's value.

func (*DescribeAutoMLJobOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeAutoMLJobOutput) SetGenerateCandidateDefinitionsOnly added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetGenerateCandidateDefinitionsOnly(v bool) *DescribeAutoMLJobOutput

SetGenerateCandidateDefinitionsOnly sets the GenerateCandidateDefinitionsOnly field's value.

func (*DescribeAutoMLJobOutput) SetInputDataConfig added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetInputDataConfig(v []*AutoMLChannel) *DescribeAutoMLJobOutput

SetInputDataConfig sets the InputDataConfig field's value.

func (*DescribeAutoMLJobOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeAutoMLJobOutput) SetOutputDataConfig added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetOutputDataConfig(v *AutoMLOutputDataConfig) *DescribeAutoMLJobOutput

SetOutputDataConfig sets the OutputDataConfig field's value.

func (*DescribeAutoMLJobOutput) SetProblemType added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetProblemType(v string) *DescribeAutoMLJobOutput

SetProblemType sets the ProblemType field's value.

func (*DescribeAutoMLJobOutput) SetResolvedAttributes added in v1.25.47 

func (s *DescribeAutoMLJobOutput) SetResolvedAttributes(v *ResolvedAttributes) *DescribeAutoMLJobOutput

SetResolvedAttributes sets the ResolvedAttributes field's value.

func (*DescribeAutoMLJobOutput) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (DescribeAutoMLJobOutput) String added in v1.25.47 

func (s DescribeAutoMLJobOutput) 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"`

	// Specifies a limit to how long a model compilation job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the compilation job. Use this
	// API to cap model training costs.
	//
	// 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 DescribeDomainInput added in v1.25.47 

type DescribeDomainInput struct {

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeDomainInput) GoString added in v1.25.47 

func (s DescribeDomainInput) GoString() string

GoString returns the string representation

func (*DescribeDomainInput) SetDomainId added in v1.25.47 

func (s *DescribeDomainInput) SetDomainId(v string) *DescribeDomainInput

SetDomainId sets the DomainId field's value.

func (DescribeDomainInput) String added in v1.25.47 

func (s DescribeDomainInput) String() string

String returns the string representation

func (*DescribeDomainInput) Validate added in v1.25.47 

func (s *DescribeDomainInput) Validate() error

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

type DescribeDomainOutput added in v1.25.47 

type DescribeDomainOutput struct {

	// The domain's authentication mode.
	AuthMode *string `type:"string" enum:"AuthMode"`

	// The creation time.
	CreationTime *time.Time `type:"timestamp"`

	// Settings which are applied to all UserProfile in this domain, if settings
	// are not explicitly specified in a given UserProfile.
	DefaultUserSettings *UserSettings `type:"structure"`

	// The domain's Amazon Resource Name (ARN).
	DomainArn *string `type:"string"`

	// The domain ID.
	DomainId *string `type:"string"`

	// The domain name.
	DomainName *string `type:"string"`

	// The failure reason.
	FailureReason *string `type:"string"`

	// The ID of the Amazon Elastic File System (EFS) managed by this Domain.
	HomeEfsFileSystemId *string `type:"string"`

	// The AWS Key Management Service encryption key ID.
	HomeEfsFileSystemKmsKeyId *string `type:"string"`

	// The last modified time.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The SSO managed application instance ID.
	SingleSignOnManagedApplicationInstanceId *string `type:"string"`

	// The status.
	Status *string `type:"string" enum:"DomainStatus"`

	// Security setting to limit to a set of subnets.
	SubnetIds []*string `min:"1" type:"list"`

	// The domain's URL.
	Url *string `type:"string"`

	// The ID of the Amazon Virtual Private Cloud.
	VpcId *string `type:"string"`
	// contains filtered or unexported fields
}

func (DescribeDomainOutput) GoString added in v1.25.47 

func (s DescribeDomainOutput) GoString() string

GoString returns the string representation

func (*DescribeDomainOutput) SetAuthMode added in v1.25.47 

func (s *DescribeDomainOutput) SetAuthMode(v string) *DescribeDomainOutput

SetAuthMode sets the AuthMode field's value.

func (*DescribeDomainOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeDomainOutput) SetDefaultUserSettings added in v1.25.47 

func (s *DescribeDomainOutput) SetDefaultUserSettings(v *UserSettings) *DescribeDomainOutput

SetDefaultUserSettings sets the DefaultUserSettings field's value.

func (*DescribeDomainOutput) SetDomainArn added in v1.25.47 

func (s *DescribeDomainOutput) SetDomainArn(v string) *DescribeDomainOutput

SetDomainArn sets the DomainArn field's value.

func (*DescribeDomainOutput) SetDomainId added in v1.25.47 

func (s *DescribeDomainOutput) SetDomainId(v string) *DescribeDomainOutput

SetDomainId sets the DomainId field's value.

func (*DescribeDomainOutput) SetDomainName added in v1.25.47 

func (s *DescribeDomainOutput) SetDomainName(v string) *DescribeDomainOutput

SetDomainName sets the DomainName field's value.

func (*DescribeDomainOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeDomainOutput) SetHomeEfsFileSystemId added in v1.25.47 

func (s *DescribeDomainOutput) SetHomeEfsFileSystemId(v string) *DescribeDomainOutput

SetHomeEfsFileSystemId sets the HomeEfsFileSystemId field's value.

func (*DescribeDomainOutput) SetHomeEfsFileSystemKmsKeyId added in v1.25.47 

func (s *DescribeDomainOutput) SetHomeEfsFileSystemKmsKeyId(v string) *DescribeDomainOutput

SetHomeEfsFileSystemKmsKeyId sets the HomeEfsFileSystemKmsKeyId field's value.

func (*DescribeDomainOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeDomainOutput) SetSingleSignOnManagedApplicationInstanceId added in v1.25.47 

func (s *DescribeDomainOutput) SetSingleSignOnManagedApplicationInstanceId(v string) *DescribeDomainOutput

SetSingleSignOnManagedApplicationInstanceId sets the SingleSignOnManagedApplicationInstanceId field's value.

func (*DescribeDomainOutput) SetStatus added in v1.25.47 

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

SetStatus sets the Status field's value.

func (*DescribeDomainOutput) SetSubnetIds added in v1.25.47 

func (s *DescribeDomainOutput) SetSubnetIds(v []*string) *DescribeDomainOutput

SetSubnetIds sets the SubnetIds field's value.

func (*DescribeDomainOutput) SetUrl added in v1.25.47 

func (s *DescribeDomainOutput) SetUrl(v string) *DescribeDomainOutput

SetUrl sets the Url field's value.

func (*DescribeDomainOutput) SetVpcId added in v1.25.47 

func (s *DescribeDomainOutput) SetVpcId(v string) *DescribeDomainOutput

SetVpcId sets the VpcId field's value.

func (DescribeDomainOutput) String added in v1.25.47 

func (s DescribeDomainOutput) 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"`

	DataCaptureConfig *DataCaptureConfig `type:"structure"`

	// 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) SetDataCaptureConfig added in v1.25.47 

func (s *DescribeEndpointConfigOutput) SetDataCaptureConfig(v *DataCaptureConfig) *DescribeEndpointConfigOutput

SetDataCaptureConfig sets the DataCaptureConfig 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"`

	DataCaptureConfig *DataCaptureConfigSummary `type:"structure"`

	// 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) SetDataCaptureConfig added in v1.25.47 

func (s *DescribeEndpointOutput) SetDataCaptureConfig(v *DataCaptureConfigSummary) *DescribeEndpointOutput

SetDataCaptureConfig sets the DataCaptureConfig 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 DescribeExperimentInput added in v1.25.47 

type DescribeExperimentInput struct {

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

func (DescribeExperimentInput) GoString added in v1.25.47 

func (s DescribeExperimentInput) GoString() string

GoString returns the string representation

func (*DescribeExperimentInput) SetExperimentName added in v1.25.47 

func (s *DescribeExperimentInput) SetExperimentName(v string) *DescribeExperimentInput

SetExperimentName sets the ExperimentName field's value.

func (DescribeExperimentInput) String added in v1.25.47 

func (s DescribeExperimentInput) String() string

String returns the string representation

func (*DescribeExperimentInput) Validate added in v1.25.47 

func (s *DescribeExperimentInput) Validate() error

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

type DescribeExperimentOutput added in v1.25.47 

type DescribeExperimentOutput struct {

	// Who created the experiment.
	CreatedBy *UserContext `type:"structure"`

	// When the experiment was created.
	CreationTime *time.Time `type:"timestamp"`

	// The description of the experiment.
	Description *string `type:"string"`

	// The name of the experiment as displayed. If DisplayName isn't specified,
	// ExperimentName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The Amazon Resource Name (ARN) of the experiment.
	ExperimentArn *string `type:"string"`

	// The name of the experiment.
	ExperimentName *string `min:"1" type:"string"`

	// Who last modified the experiment.
	LastModifiedBy *UserContext `type:"structure"`

	// When the experiment was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ARN of the source and, optionally, the type.
	Source *ExperimentSource `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeExperimentOutput) GoString added in v1.25.47 

func (s DescribeExperimentOutput) GoString() string

GoString returns the string representation

func (*DescribeExperimentOutput) SetCreatedBy added in v1.25.47 

func (s *DescribeExperimentOutput) SetCreatedBy(v *UserContext) *DescribeExperimentOutput

SetCreatedBy sets the CreatedBy field's value.

func (*DescribeExperimentOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeExperimentOutput) SetDescription added in v1.25.47 

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

SetDescription sets the Description field's value.

func (*DescribeExperimentOutput) SetDisplayName added in v1.25.47 

func (s *DescribeExperimentOutput) SetDisplayName(v string) *DescribeExperimentOutput

SetDisplayName sets the DisplayName field's value.

func (*DescribeExperimentOutput) SetExperimentArn added in v1.25.47 

func (s *DescribeExperimentOutput) SetExperimentArn(v string) *DescribeExperimentOutput

SetExperimentArn sets the ExperimentArn field's value.

func (*DescribeExperimentOutput) SetExperimentName added in v1.25.47 

func (s *DescribeExperimentOutput) SetExperimentName(v string) *DescribeExperimentOutput

SetExperimentName sets the ExperimentName field's value.

func (*DescribeExperimentOutput) SetLastModifiedBy added in v1.25.47 

func (s *DescribeExperimentOutput) SetLastModifiedBy(v *UserContext) *DescribeExperimentOutput

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*DescribeExperimentOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeExperimentOutput) SetSource added in v1.25.47 

func (s *DescribeExperimentOutput) SetSource(v *ExperimentSource) *DescribeExperimentOutput

SetSource sets the Source field's value.

func (DescribeExperimentOutput) String added in v1.25.47 

func (s DescribeExperimentOutput) String() string

String returns the string representation

type DescribeFlowDefinitionInput added in v1.25.47 

type DescribeFlowDefinitionInput struct {

	// The name of the flow definition.
	//
	// FlowDefinitionName is a required field
	FlowDefinitionName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeFlowDefinitionInput) GoString added in v1.25.47 

func (s DescribeFlowDefinitionInput) GoString() string

GoString returns the string representation

func (*DescribeFlowDefinitionInput) SetFlowDefinitionName added in v1.25.47 

func (s *DescribeFlowDefinitionInput) SetFlowDefinitionName(v string) *DescribeFlowDefinitionInput

SetFlowDefinitionName sets the FlowDefinitionName field's value.

func (DescribeFlowDefinitionInput) String added in v1.25.47 

func (s DescribeFlowDefinitionInput) String() string

String returns the string representation

func (*DescribeFlowDefinitionInput) Validate added in v1.25.47 

func (s *DescribeFlowDefinitionInput) Validate() error

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

type DescribeFlowDefinitionOutput added in v1.25.47 

type DescribeFlowDefinitionOutput struct {

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

	// The reason your flow definition failed.
	FailureReason *string `type:"string"`

	// The Amazon Resource Name (ARN) of the flow defintion.
	//
	// FlowDefinitionArn is a required field
	FlowDefinitionArn *string `type:"string" required:"true"`

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

	// The status of the flow definition. Valid values are listed below.
	//
	// FlowDefinitionStatus is a required field
	FlowDefinitionStatus *string `type:"string" required:"true" enum:"FlowDefinitionStatus"`

	// An object containing information about what triggers a human review workflow.
	HumanLoopActivationConfig *HumanLoopActivationConfig `type:"structure"`

	// An object containing information about who works on the task, the workforce
	// task price, and other task details.
	//
	// HumanLoopConfig is a required field
	HumanLoopConfig *HumanLoopConfig `type:"structure" required:"true"`

	// Container for configuring the source of human task requests. Used to specify
	// if Amazon Rekognition or Amazon Textract is used as an integration source.
	HumanLoopRequestSource *HumanLoopRequestSource `type:"structure"`

	// An object containing information about the output file.
	//
	// OutputConfig is a required field
	OutputConfig *FlowDefinitionOutputConfig `type:"structure" required:"true"`

	// The Amazon Resource Name (ARN) of the AWS Identity and Access Management
	// (IAM) execution role for the flow definition.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeFlowDefinitionOutput) GoString added in v1.25.47 

func (s DescribeFlowDefinitionOutput) GoString() string

GoString returns the string representation

func (*DescribeFlowDefinitionOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeFlowDefinitionOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeFlowDefinitionOutput) SetFlowDefinitionArn added in v1.25.47 

func (s *DescribeFlowDefinitionOutput) SetFlowDefinitionArn(v string) *DescribeFlowDefinitionOutput

SetFlowDefinitionArn sets the FlowDefinitionArn field's value.

func (*DescribeFlowDefinitionOutput) SetFlowDefinitionName added in v1.25.47 

func (s *DescribeFlowDefinitionOutput) SetFlowDefinitionName(v string) *DescribeFlowDefinitionOutput

SetFlowDefinitionName sets the FlowDefinitionName field's value.

func (*DescribeFlowDefinitionOutput) SetFlowDefinitionStatus added in v1.25.47 

func (s *DescribeFlowDefinitionOutput) SetFlowDefinitionStatus(v string) *DescribeFlowDefinitionOutput

SetFlowDefinitionStatus sets the FlowDefinitionStatus field's value.

func (*DescribeFlowDefinitionOutput) SetHumanLoopActivationConfig added in v1.25.47 

func (s *DescribeFlowDefinitionOutput) SetHumanLoopActivationConfig(v *HumanLoopActivationConfig) *DescribeFlowDefinitionOutput

SetHumanLoopActivationConfig sets the HumanLoopActivationConfig field's value.

func (*DescribeFlowDefinitionOutput) SetHumanLoopConfig added in v1.25.47 

func (s *DescribeFlowDefinitionOutput) SetHumanLoopConfig(v *HumanLoopConfig) *DescribeFlowDefinitionOutput

SetHumanLoopConfig sets the HumanLoopConfig field's value.

func (*DescribeFlowDefinitionOutput) SetHumanLoopRequestSource added in v1.29.33 

func (s *DescribeFlowDefinitionOutput) SetHumanLoopRequestSource(v *HumanLoopRequestSource) *DescribeFlowDefinitionOutput

SetHumanLoopRequestSource sets the HumanLoopRequestSource field's value.

func (*DescribeFlowDefinitionOutput) SetOutputConfig added in v1.25.47 

func (s *DescribeFlowDefinitionOutput) SetOutputConfig(v *FlowDefinitionOutputConfig) *DescribeFlowDefinitionOutput

SetOutputConfig sets the OutputConfig field's value.

func (*DescribeFlowDefinitionOutput) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (DescribeFlowDefinitionOutput) String added in v1.25.47 

func (s DescribeFlowDefinitionOutput) String() string

String returns the string representation

type DescribeHumanTaskUiInput added in v1.25.47 

type DescribeHumanTaskUiInput struct {

	// The name of the human task user interface (worker task template) you want
	// information about.
	//
	// HumanTaskUiName is a required field
	HumanTaskUiName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeHumanTaskUiInput) GoString added in v1.25.47 

func (s DescribeHumanTaskUiInput) GoString() string

GoString returns the string representation

func (*DescribeHumanTaskUiInput) SetHumanTaskUiName added in v1.25.47 

func (s *DescribeHumanTaskUiInput) SetHumanTaskUiName(v string) *DescribeHumanTaskUiInput

SetHumanTaskUiName sets the HumanTaskUiName field's value.

func (DescribeHumanTaskUiInput) String added in v1.25.47 

func (s DescribeHumanTaskUiInput) String() string

String returns the string representation

func (*DescribeHumanTaskUiInput) Validate added in v1.25.47 

func (s *DescribeHumanTaskUiInput) Validate() error

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

type DescribeHumanTaskUiOutput added in v1.25.47 

type DescribeHumanTaskUiOutput struct {

	// The timestamp when the human task user interface was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the human task user interface (worker task
	// template).
	//
	// HumanTaskUiArn is a required field
	HumanTaskUiArn *string `type:"string" required:"true"`

	// The name of the human task user interface (worker task template).
	//
	// HumanTaskUiName is a required field
	HumanTaskUiName *string `min:"1" type:"string" required:"true"`

	// The status of the human task user interface (worker task template). Valid
	// values are listed below.
	HumanTaskUiStatus *string `type:"string" enum:"HumanTaskUiStatus"`

	// Container for user interface template information.
	//
	// UiTemplate is a required field
	UiTemplate *UiTemplateInfo `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeHumanTaskUiOutput) GoString added in v1.25.47 

func (s DescribeHumanTaskUiOutput) GoString() string

GoString returns the string representation

func (*DescribeHumanTaskUiOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeHumanTaskUiOutput) SetHumanTaskUiArn added in v1.25.47 

func (s *DescribeHumanTaskUiOutput) SetHumanTaskUiArn(v string) *DescribeHumanTaskUiOutput

SetHumanTaskUiArn sets the HumanTaskUiArn field's value.

func (*DescribeHumanTaskUiOutput) SetHumanTaskUiName added in v1.25.47 

func (s *DescribeHumanTaskUiOutput) SetHumanTaskUiName(v string) *DescribeHumanTaskUiOutput

SetHumanTaskUiName sets the HumanTaskUiName field's value.

func (*DescribeHumanTaskUiOutput) SetHumanTaskUiStatus added in v1.33.5 

func (s *DescribeHumanTaskUiOutput) SetHumanTaskUiStatus(v string) *DescribeHumanTaskUiOutput

SetHumanTaskUiStatus sets the HumanTaskUiStatus field's value.

func (*DescribeHumanTaskUiOutput) SetUiTemplate added in v1.25.47 

func (s *DescribeHumanTaskUiOutput) SetUiTemplate(v *UiTemplateInfo) *DescribeHumanTaskUiOutput

SetUiTemplate sets the UiTemplate field's value.

func (DescribeHumanTaskUiOutput) String added in v1.25.47 

func (s DescribeHumanTaskUiOutput) String() string

String returns the string representation

type DescribeHyperParameterTuningJobInput added in v1.14.0 

type DescribeHyperParameterTuningJobInput struct {

	// The name of the tuning job.
	//
	// 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 *HyperParameterTrainingJobDefinition `type:"structure"`

	// A list of the HyperParameterTrainingJobDefinition objects launched for this
	// tuning job.
	TrainingJobDefinitions []*HyperParameterTrainingJobDefinition `min:"1" type:"list"`

	// 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) SetTrainingJobDefinitions added in v1.25.47 

func (s *DescribeHyperParameterTuningJobOutput) SetTrainingJobDefinitions(v []*HyperParameterTrainingJobDefinition) *DescribeHyperParameterTuningJobOutput

SetTrainingJobDefinitions sets the TrainingJobDefinitions 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. Please note the following label-category limits:
	//
	//    * Semantic segmentation labeling jobs using automated labeling: 20 labels
	//
	//    * Box bounding labeling jobs (all): 10 labels
	//
	// The file is a JSON structure in the following format:
	//
	// {
	//
	// "document-version": "2018-11-28"
	//
	// "labels": [
	//
	// {
	//
	// "label": "label 1"
	//
	// },
	//
	// {
	//
	// "label": "label 2"
	//
	// },
	//
	// ...
	//
	// {
	//
	// "label": "label n"
	//
	// }
	//
	// ]
	//
	// }
	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 (https://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.
	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 (https://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 of 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 DescribeMonitoringScheduleInput added in v1.25.47 

type DescribeMonitoringScheduleInput struct {

	// Name of a previously created monitoring schedule.
	//
	// MonitoringScheduleName is a required field
	MonitoringScheduleName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeMonitoringScheduleInput) GoString added in v1.25.47 

func (s DescribeMonitoringScheduleInput) GoString() string

GoString returns the string representation

func (*DescribeMonitoringScheduleInput) SetMonitoringScheduleName added in v1.25.47 

func (s *DescribeMonitoringScheduleInput) SetMonitoringScheduleName(v string) *DescribeMonitoringScheduleInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (DescribeMonitoringScheduleInput) String added in v1.25.47 

func (s DescribeMonitoringScheduleInput) String() string

String returns the string representation

func (*DescribeMonitoringScheduleInput) Validate added in v1.25.47 

func (s *DescribeMonitoringScheduleInput) Validate() error

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

type DescribeMonitoringScheduleOutput added in v1.25.47 

type DescribeMonitoringScheduleOutput struct {

	// The time at which the monitoring job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The name of the endpoint for the monitoring job.
	EndpointName *string `type:"string"`

	// A string, up to one KB in size, that contains the reason a monitoring job
	// failed, if it failed.
	FailureReason *string `type:"string"`

	// The time at which the monitoring job was last modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// Describes metadata on the last execution to run, if there was one.
	LastMonitoringExecutionSummary *MonitoringExecutionSummary `type:"structure"`

	// The Amazon Resource Name (ARN) of the monitoring schedule.
	//
	// MonitoringScheduleArn is a required field
	MonitoringScheduleArn *string `type:"string" required:"true"`

	// The configuration object that specifies the monitoring schedule and defines
	// the monitoring job.
	//
	// MonitoringScheduleConfig is a required field
	MonitoringScheduleConfig *MonitoringScheduleConfig `type:"structure" required:"true"`

	// Name of the monitoring schedule.
	//
	// MonitoringScheduleName is a required field
	MonitoringScheduleName *string `min:"1" type:"string" required:"true"`

	// The status of an monitoring job.
	//
	// MonitoringScheduleStatus is a required field
	MonitoringScheduleStatus *string `type:"string" required:"true" enum:"ScheduleStatus"`
	// contains filtered or unexported fields
}

func (DescribeMonitoringScheduleOutput) GoString added in v1.25.47 

func (s DescribeMonitoringScheduleOutput) GoString() string

GoString returns the string representation

func (*DescribeMonitoringScheduleOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeMonitoringScheduleOutput) SetEndpointName added in v1.25.47 

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

SetEndpointName sets the EndpointName field's value.

func (*DescribeMonitoringScheduleOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeMonitoringScheduleOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeMonitoringScheduleOutput) SetLastMonitoringExecutionSummary added in v1.25.47 

func (s *DescribeMonitoringScheduleOutput) SetLastMonitoringExecutionSummary(v *MonitoringExecutionSummary) *DescribeMonitoringScheduleOutput

SetLastMonitoringExecutionSummary sets the LastMonitoringExecutionSummary field's value.

func (*DescribeMonitoringScheduleOutput) SetMonitoringScheduleArn added in v1.25.47 

func (s *DescribeMonitoringScheduleOutput) SetMonitoringScheduleArn(v string) *DescribeMonitoringScheduleOutput

SetMonitoringScheduleArn sets the MonitoringScheduleArn field's value.

func (*DescribeMonitoringScheduleOutput) SetMonitoringScheduleConfig added in v1.25.47 

func (s *DescribeMonitoringScheduleOutput) SetMonitoringScheduleConfig(v *MonitoringScheduleConfig) *DescribeMonitoringScheduleOutput

SetMonitoringScheduleConfig sets the MonitoringScheduleConfig field's value.

func (*DescribeMonitoringScheduleOutput) SetMonitoringScheduleName added in v1.25.47 

func (s *DescribeMonitoringScheduleOutput) SetMonitoringScheduleName(v string) *DescribeMonitoringScheduleOutput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (*DescribeMonitoringScheduleOutput) SetMonitoringScheduleStatus added in v1.25.47 

func (s *DescribeMonitoringScheduleOutput) SetMonitoringScheduleStatus(v string) *DescribeMonitoringScheduleOutput

SetMonitoringScheduleStatus sets the MonitoringScheduleStatus field's value.

func (DescribeMonitoringScheduleOutput) String added in v1.25.47 

func (s DescribeMonitoringScheduleOutput) 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to three 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 (https://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
	// (https://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 (https://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 (https://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, the 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
	// (https://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"`

	// The 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"`

	// The 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/notebook-lifecycle-config.html)
	NotebookInstanceLifecycleConfigName *string `type:"string"`

	// The name of the Amazon SageMaker notebook instance.
	NotebookInstanceName *string `type:"string"`

	// The status of the notebook instance.
	NotebookInstanceStatus *string `type:"string" enum:"NotebookInstanceStatus"`

	// The Amazon Resource Name (ARN) of the IAM role associated with the instance.
	RoleArn *string `min:"20" type:"string"`

	// Whether root access is enabled or disabled for users of the notebook instance.
	//
	// Lifecycle configurations need root access to be able to set up a notebook
	// instance. Because of this, lifecycle configurations associated with a notebook
	// instance always run with root access even if you disable root access for
	// users.
	RootAccess *string `type:"string" enum:"RootAccess"`

	// 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) SetRootAccess added in v1.17.14 

func (s *DescribeNotebookInstanceOutput) SetRootAccess(v string) *DescribeNotebookInstanceOutput

SetRootAccess sets the RootAccess 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 DescribeProcessingJobInput added in v1.25.47 

type DescribeProcessingJobInput struct {

	// The name of the processing job. The name must be unique within an AWS Region
	// in the AWS account.
	//
	// ProcessingJobName is a required field
	ProcessingJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeProcessingJobInput) GoString added in v1.25.47 

func (s DescribeProcessingJobInput) GoString() string

GoString returns the string representation

func (*DescribeProcessingJobInput) SetProcessingJobName added in v1.25.47 

func (s *DescribeProcessingJobInput) SetProcessingJobName(v string) *DescribeProcessingJobInput

SetProcessingJobName sets the ProcessingJobName field's value.

func (DescribeProcessingJobInput) String added in v1.25.47 

func (s DescribeProcessingJobInput) String() string

String returns the string representation

func (*DescribeProcessingJobInput) Validate added in v1.25.47 

func (s *DescribeProcessingJobInput) Validate() error

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

type DescribeProcessingJobOutput added in v1.25.47 

type DescribeProcessingJobOutput struct {

	// Configures the processing job to run a specified container image.
	//
	// AppSpecification is a required field
	AppSpecification *AppSpecification `type:"structure" required:"true"`

	// The ARN of an AutoML job associated with this processing job.
	AutoMLJobArn *string `min:"1" type:"string"`

	// The time at which the processing job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The environment variables set in the Docker container.
	Environment map[string]*string `type:"map"`

	// An optional string, up to one KB in size, that contains metadata from the
	// processing container when the processing job exits.
	ExitMessage *string `type:"string"`

	// The configuration information used to create an experiment.
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// A string, up to one KB in size, that contains the reason a processing job
	// failed, if it failed.
	FailureReason *string `type:"string"`

	// The time at which the processing job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ARN of a monitoring schedule for an endpoint associated with this processing
	// job.
	MonitoringScheduleArn *string `type:"string"`

	// Networking options for a processing job.
	NetworkConfig *NetworkConfig `type:"structure"`

	// The time at which the processing job completed.
	ProcessingEndTime *time.Time `type:"timestamp"`

	// The inputs for a processing job.
	ProcessingInputs []*ProcessingInput `type:"list"`

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

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

	// Provides the status of a processing job.
	//
	// ProcessingJobStatus is a required field
	ProcessingJobStatus *string `type:"string" required:"true" enum:"ProcessingJobStatus"`

	// Output configuration for the processing job.
	ProcessingOutputConfig *ProcessingOutputConfig `type:"structure"`

	// Identifies the resources, ML compute instances, and ML storage volumes to
	// deploy for a processing job. In distributed training, you specify more than
	// one instance.
	//
	// ProcessingResources is a required field
	ProcessingResources *ProcessingResources `type:"structure" required:"true"`

	// The time at which the processing job started.
	ProcessingStartTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	RoleArn *string `min:"20" type:"string"`

	// The time limit for how long the processing job is allowed to run.
	StoppingCondition *ProcessingStoppingCondition `type:"structure"`

	// The ARN of a training job associated with this processing job.
	TrainingJobArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (DescribeProcessingJobOutput) GoString added in v1.25.47 

func (s DescribeProcessingJobOutput) GoString() string

GoString returns the string representation

func (*DescribeProcessingJobOutput) SetAppSpecification added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetAppSpecification(v *AppSpecification) *DescribeProcessingJobOutput

SetAppSpecification sets the AppSpecification field's value.

func (*DescribeProcessingJobOutput) SetAutoMLJobArn added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetAutoMLJobArn(v string) *DescribeProcessingJobOutput

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*DescribeProcessingJobOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeProcessingJobOutput) SetEnvironment added in v1.25.47 

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

SetEnvironment sets the Environment field's value.

func (*DescribeProcessingJobOutput) SetExitMessage added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetExitMessage(v string) *DescribeProcessingJobOutput

SetExitMessage sets the ExitMessage field's value.

func (*DescribeProcessingJobOutput) SetExperimentConfig added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetExperimentConfig(v *ExperimentConfig) *DescribeProcessingJobOutput

SetExperimentConfig sets the ExperimentConfig field's value.

func (*DescribeProcessingJobOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeProcessingJobOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeProcessingJobOutput) SetMonitoringScheduleArn added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetMonitoringScheduleArn(v string) *DescribeProcessingJobOutput

SetMonitoringScheduleArn sets the MonitoringScheduleArn field's value.

func (*DescribeProcessingJobOutput) SetNetworkConfig added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetNetworkConfig(v *NetworkConfig) *DescribeProcessingJobOutput

SetNetworkConfig sets the NetworkConfig field's value.

func (*DescribeProcessingJobOutput) SetProcessingEndTime added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingEndTime(v time.Time) *DescribeProcessingJobOutput

SetProcessingEndTime sets the ProcessingEndTime field's value.

func (*DescribeProcessingJobOutput) SetProcessingInputs added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingInputs(v []*ProcessingInput) *DescribeProcessingJobOutput

SetProcessingInputs sets the ProcessingInputs field's value.

func (*DescribeProcessingJobOutput) SetProcessingJobArn added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingJobArn(v string) *DescribeProcessingJobOutput

SetProcessingJobArn sets the ProcessingJobArn field's value.

func (*DescribeProcessingJobOutput) SetProcessingJobName added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingJobName(v string) *DescribeProcessingJobOutput

SetProcessingJobName sets the ProcessingJobName field's value.

func (*DescribeProcessingJobOutput) SetProcessingJobStatus added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingJobStatus(v string) *DescribeProcessingJobOutput

SetProcessingJobStatus sets the ProcessingJobStatus field's value.

func (*DescribeProcessingJobOutput) SetProcessingOutputConfig added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingOutputConfig(v *ProcessingOutputConfig) *DescribeProcessingJobOutput

SetProcessingOutputConfig sets the ProcessingOutputConfig field's value.

func (*DescribeProcessingJobOutput) SetProcessingResources added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingResources(v *ProcessingResources) *DescribeProcessingJobOutput

SetProcessingResources sets the ProcessingResources field's value.

func (*DescribeProcessingJobOutput) SetProcessingStartTime added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetProcessingStartTime(v time.Time) *DescribeProcessingJobOutput

SetProcessingStartTime sets the ProcessingStartTime field's value.

func (*DescribeProcessingJobOutput) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (*DescribeProcessingJobOutput) SetStoppingCondition added in v1.25.47 

func (s *DescribeProcessingJobOutput) SetStoppingCondition(v *ProcessingStoppingCondition) *DescribeProcessingJobOutput

SetStoppingCondition sets the StoppingCondition field's value.

func (*DescribeProcessingJobOutput) SetTrainingJobArn added in v1.25.47 

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

SetTrainingJobArn sets the TrainingJobArn field's value.

func (DescribeProcessingJobOutput) String added in v1.25.47 

func (s DescribeProcessingJobOutput) 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"`

	// The Amazon Resource Name (ARN) of an AutoML job.
	AutoMLJobArn *string `min:"1" type:"string"`

	// The billable time in seconds.
	//
	// You can calculate the savings from using managed spot training using the
	// formula (1 - BillableTimeInSeconds / TrainingTimeInSeconds) * 100. For example,
	// if BillableTimeInSeconds is 100 and TrainingTimeInSeconds is 500, the savings
	// is 80%.
	BillableTimeInSeconds *int64 `min:"1" type:"integer"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

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

	// Configuration information for the debug hook parameters, collection configuration,
	// and storage paths.
	DebugHookConfig *DebugHookConfig `type:"structure"`

	// Configuration information for debugging rules.
	DebugRuleConfigurations []*DebugRuleConfiguration `type:"list"`

	// Status about the debug rule evaluation.
	DebugRuleEvaluationStatuses []*DebugRuleEvaluationStatus `type:"list"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithms in distributed training.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// A Boolean indicating whether managed spot training is enabled (True) or not
	// (False).
	EnableManagedSpotTraining *bool `type:"boolean"`

	// If you want to allow inbound or outbound network calls, except for calls
	// between peers within a training cluster for distributed training, choose
	// True. If you enable network isolation for training jobs that are configured
	// to use a VPC, Amazon SageMaker downloads and uploads customer data and model
	// artifacts through the specified VPC, but the training container does not
	// have network access.
	EnableNetworkIsolation *bool `type:"boolean"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// 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:
	//
	// InProgress
	//
	//    * Starting - 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.
	//
	//    * Interrupted - The job stopped because the managed spot training instances
	//    were interrupted.
	//
	//    * Uploading - Training is complete and the model artifacts are being uploaded
	//    to the S3 location.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * MaxWaitTimeExceeded - The job stopped because it exceeded the maximum
	//    allowed wait time.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - 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"`

	// Specifies a limit to how long a model training job can run. It also specifies
	// the maximum time to wait for a spot instance. When the job reaches the time
	// limit, Amazon SageMaker ends the training job. Use this API 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 can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// Configuration of storage locations for TensorBoard output.
	TensorBoardOutputConfig *TensorBoardOutputConfig `type:"structure"`

	// 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 training time in seconds.
	TrainingTimeInSeconds *int64 `min:"1" type:"integer"`

	// 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 (https://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) SetAutoMLJobArn added in v1.25.47 

func (s *DescribeTrainingJobOutput) SetAutoMLJobArn(v string) *DescribeTrainingJobOutput

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*DescribeTrainingJobOutput) SetBillableTimeInSeconds added in v1.23.5 

func (s *DescribeTrainingJobOutput) SetBillableTimeInSeconds(v int64) *DescribeTrainingJobOutput

SetBillableTimeInSeconds sets the BillableTimeInSeconds field's value.

func (*DescribeTrainingJobOutput) SetCheckpointConfig added in v1.23.5 

func (s *DescribeTrainingJobOutput) SetCheckpointConfig(v *CheckpointConfig) *DescribeTrainingJobOutput

SetCheckpointConfig sets the CheckpointConfig field's value.

func (*DescribeTrainingJobOutput) SetCreationTime 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeTrainingJobOutput) SetDebugHookConfig added in v1.25.47 

func (s *DescribeTrainingJobOutput) SetDebugHookConfig(v *DebugHookConfig) *DescribeTrainingJobOutput

SetDebugHookConfig sets the DebugHookConfig field's value.

func (*DescribeTrainingJobOutput) SetDebugRuleConfigurations added in v1.25.47 

func (s *DescribeTrainingJobOutput) SetDebugRuleConfigurations(v []*DebugRuleConfiguration) *DescribeTrainingJobOutput

SetDebugRuleConfigurations sets the DebugRuleConfigurations field's value.

func (*DescribeTrainingJobOutput) SetDebugRuleEvaluationStatuses added in v1.25.47 

func (s *DescribeTrainingJobOutput) SetDebugRuleEvaluationStatuses(v []*DebugRuleEvaluationStatus) *DescribeTrainingJobOutput

SetDebugRuleEvaluationStatuses sets the DebugRuleEvaluationStatuses field's value.

func (*DescribeTrainingJobOutput) SetEnableInterContainerTrafficEncryption added in v1.16.17 

func (s *DescribeTrainingJobOutput) SetEnableInterContainerTrafficEncryption(v bool) *DescribeTrainingJobOutput

SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.

func (*DescribeTrainingJobOutput) SetEnableManagedSpotTraining added in v1.23.5 

func (s *DescribeTrainingJobOutput) SetEnableManagedSpotTraining(v bool) *DescribeTrainingJobOutput

SetEnableManagedSpotTraining sets the EnableManagedSpotTraining 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) SetExperimentConfig added in v1.25.47 

func (s *DescribeTrainingJobOutput) SetExperimentConfig(v *ExperimentConfig) *DescribeTrainingJobOutput

SetExperimentConfig sets the ExperimentConfig 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) SetTensorBoardOutputConfig added in v1.25.47 

func (s *DescribeTrainingJobOutput) SetTensorBoardOutputConfig(v *TensorBoardOutputConfig) *DescribeTrainingJobOutput

SetTensorBoardOutputConfig sets the TensorBoardOutputConfig 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) SetTrainingTimeInSeconds added in v1.23.5 

func (s *DescribeTrainingJobOutput) SetTrainingTimeInSeconds(v int64) *DescribeTrainingJobOutput

SetTrainingTimeInSeconds sets the TrainingTimeInSeconds 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 {

	// The Amazon Resource Name (ARN) of the AutoML transform job.
	AutoMLJobArn *string `min:"1" type:"string"`

	// Specifies the number of records to include in a mini-batch for an HTTP inference
	// request. A record is a single unit of input data that inference can be made
	// on. For example, a single line in a CSV file is a record.
	//
	// To enable the batch strategy, you must set SplitType to Line, RecordIO, or
	// TFRecord.
	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"`

	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing `type:"structure"`

	// 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"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// If the transform job failed, FailureReason describes why it failed. A transform
	// job creates a log file, which includes error messages, and stores it as an
	// Amazon S3 object. For more information, see Log Amazon SageMaker Events with
	// Amazon CloudWatch (https://docs.aws.amazon.com/sagemaker/latest/dg/logging-cloudwatch.html).
	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 timeout and maximum number of retries for processing a transform job
	// invocation.
	ModelClientConfig *ModelClientConfig `type:"structure"`

	// 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 has been completed, or has 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) SetAutoMLJobArn added in v1.25.47 

func (s *DescribeTransformJobOutput) SetAutoMLJobArn(v string) *DescribeTransformJobOutput

SetAutoMLJobArn sets the AutoMLJobArn field's value.

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) SetDataProcessing added in v1.19.48 

func (s *DescribeTransformJobOutput) SetDataProcessing(v *DataProcessing) *DescribeTransformJobOutput

SetDataProcessing sets the DataProcessing 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) SetExperimentConfig added in v1.25.47 

func (s *DescribeTransformJobOutput) SetExperimentConfig(v *ExperimentConfig) *DescribeTransformJobOutput

SetExperimentConfig sets the ExperimentConfig 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) SetModelClientConfig added in v1.32.11 

func (s *DescribeTransformJobOutput) SetModelClientConfig(v *ModelClientConfig) *DescribeTransformJobOutput

SetModelClientConfig sets the ModelClientConfig 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 DescribeTrialComponentInput added in v1.25.47 

type DescribeTrialComponentInput struct {

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

func (DescribeTrialComponentInput) GoString added in v1.25.47 

func (s DescribeTrialComponentInput) GoString() string

GoString returns the string representation

func (*DescribeTrialComponentInput) SetTrialComponentName added in v1.25.47 

func (s *DescribeTrialComponentInput) SetTrialComponentName(v string) *DescribeTrialComponentInput

SetTrialComponentName sets the TrialComponentName field's value.

func (DescribeTrialComponentInput) String added in v1.25.47 

func (s DescribeTrialComponentInput) String() string

String returns the string representation

func (*DescribeTrialComponentInput) Validate added in v1.25.47 

func (s *DescribeTrialComponentInput) Validate() error

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

type DescribeTrialComponentOutput added in v1.25.47 

type DescribeTrialComponentOutput struct {

	// Who created the component.
	CreatedBy *UserContext `type:"structure"`

	// When the component was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the component as displayed. If DisplayName isn't specified, TrialComponentName
	// is displayed.
	DisplayName *string `min:"1" type:"string"`

	// When the component ended.
	EndTime *time.Time `type:"timestamp"`

	// The input artifacts of the component.
	InputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// Who last modified the component.
	LastModifiedBy *UserContext `type:"structure"`

	// When the component was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The metrics for the component.
	Metrics []*TrialComponentMetricSummary `type:"list"`

	// The output artifacts of the component.
	OutputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// The hyperparameters of the component.
	Parameters map[string]*TrialComponentParameterValue `type:"map"`

	// The Amazon Resource Name (ARN) of the source and, optionally, the job type.
	Source *TrialComponentSource `type:"structure"`

	// When the component started.
	StartTime *time.Time `type:"timestamp"`

	// The status of the component. States include:
	//
	//    * InProgress
	//
	//    * Completed
	//
	//    * Failed
	Status *TrialComponentStatus `type:"structure"`

	// The Amazon Resource Name (ARN) of the trial component.
	TrialComponentArn *string `type:"string"`

	// The name of the trial component.
	TrialComponentName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

func (DescribeTrialComponentOutput) GoString added in v1.25.47 

func (s DescribeTrialComponentOutput) GoString() string

GoString returns the string representation

func (*DescribeTrialComponentOutput) SetCreatedBy added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetCreatedBy(v *UserContext) *DescribeTrialComponentOutput

SetCreatedBy sets the CreatedBy field's value.

func (*DescribeTrialComponentOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeTrialComponentOutput) SetDisplayName added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetDisplayName(v string) *DescribeTrialComponentOutput

SetDisplayName sets the DisplayName field's value.

func (*DescribeTrialComponentOutput) SetEndTime added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetEndTime(v time.Time) *DescribeTrialComponentOutput

SetEndTime sets the EndTime field's value.

func (*DescribeTrialComponentOutput) SetInputArtifacts added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetInputArtifacts(v map[string]*TrialComponentArtifact) *DescribeTrialComponentOutput

SetInputArtifacts sets the InputArtifacts field's value.

func (*DescribeTrialComponentOutput) SetLastModifiedBy added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetLastModifiedBy(v *UserContext) *DescribeTrialComponentOutput

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*DescribeTrialComponentOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeTrialComponentOutput) SetMetrics added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetMetrics(v []*TrialComponentMetricSummary) *DescribeTrialComponentOutput

SetMetrics sets the Metrics field's value.

func (*DescribeTrialComponentOutput) SetOutputArtifacts added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetOutputArtifacts(v map[string]*TrialComponentArtifact) *DescribeTrialComponentOutput

SetOutputArtifacts sets the OutputArtifacts field's value.

func (*DescribeTrialComponentOutput) SetParameters added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetParameters(v map[string]*TrialComponentParameterValue) *DescribeTrialComponentOutput

SetParameters sets the Parameters field's value.

func (*DescribeTrialComponentOutput) SetSource added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetSource(v *TrialComponentSource) *DescribeTrialComponentOutput

SetSource sets the Source field's value.

func (*DescribeTrialComponentOutput) SetStartTime added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetStartTime(v time.Time) *DescribeTrialComponentOutput

SetStartTime sets the StartTime field's value.

func (*DescribeTrialComponentOutput) SetStatus added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetStatus(v *TrialComponentStatus) *DescribeTrialComponentOutput

SetStatus sets the Status field's value.

func (*DescribeTrialComponentOutput) SetTrialComponentArn added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetTrialComponentArn(v string) *DescribeTrialComponentOutput

SetTrialComponentArn sets the TrialComponentArn field's value.

func (*DescribeTrialComponentOutput) SetTrialComponentName added in v1.25.47 

func (s *DescribeTrialComponentOutput) SetTrialComponentName(v string) *DescribeTrialComponentOutput

SetTrialComponentName sets the TrialComponentName field's value.

func (DescribeTrialComponentOutput) String added in v1.25.47 

func (s DescribeTrialComponentOutput) String() string

String returns the string representation

type DescribeTrialInput added in v1.25.47 

type DescribeTrialInput struct {

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

func (DescribeTrialInput) GoString added in v1.25.47 

func (s DescribeTrialInput) GoString() string

GoString returns the string representation

func (*DescribeTrialInput) SetTrialName added in v1.25.47 

func (s *DescribeTrialInput) SetTrialName(v string) *DescribeTrialInput

SetTrialName sets the TrialName field's value.

func (DescribeTrialInput) String added in v1.25.47 

func (s DescribeTrialInput) String() string

String returns the string representation

func (*DescribeTrialInput) Validate added in v1.25.47 

func (s *DescribeTrialInput) Validate() error

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

type DescribeTrialOutput added in v1.25.47 

type DescribeTrialOutput struct {

	// Who created the trial.
	CreatedBy *UserContext `type:"structure"`

	// When the trial was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the trial as displayed. If DisplayName isn't specified, TrialName
	// is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The name of the experiment the trial is part of.
	ExperimentName *string `min:"1" type:"string"`

	// Who last modified the trial.
	LastModifiedBy *UserContext `type:"structure"`

	// When the trial was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the source and, optionally, the job type.
	Source *TrialSource `type:"structure"`

	// The Amazon Resource Name (ARN) of the trial.
	TrialArn *string `type:"string"`

	// The name of the trial.
	TrialName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

func (DescribeTrialOutput) GoString added in v1.25.47 

func (s DescribeTrialOutput) GoString() string

GoString returns the string representation

func (*DescribeTrialOutput) SetCreatedBy added in v1.25.47 

func (s *DescribeTrialOutput) SetCreatedBy(v *UserContext) *DescribeTrialOutput

SetCreatedBy sets the CreatedBy field's value.

func (*DescribeTrialOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeTrialOutput) SetDisplayName added in v1.25.47 

func (s *DescribeTrialOutput) SetDisplayName(v string) *DescribeTrialOutput

SetDisplayName sets the DisplayName field's value.

func (*DescribeTrialOutput) SetExperimentName added in v1.25.47 

func (s *DescribeTrialOutput) SetExperimentName(v string) *DescribeTrialOutput

SetExperimentName sets the ExperimentName field's value.

func (*DescribeTrialOutput) SetLastModifiedBy added in v1.25.47 

func (s *DescribeTrialOutput) SetLastModifiedBy(v *UserContext) *DescribeTrialOutput

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*DescribeTrialOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeTrialOutput) SetSource added in v1.25.47 

func (s *DescribeTrialOutput) SetSource(v *TrialSource) *DescribeTrialOutput

SetSource sets the Source field's value.

func (*DescribeTrialOutput) SetTrialArn added in v1.25.47 

func (s *DescribeTrialOutput) SetTrialArn(v string) *DescribeTrialOutput

SetTrialArn sets the TrialArn field's value.

func (*DescribeTrialOutput) SetTrialName added in v1.25.47 

func (s *DescribeTrialOutput) SetTrialName(v string) *DescribeTrialOutput

SetTrialName sets the TrialName field's value.

func (DescribeTrialOutput) String added in v1.25.47 

func (s DescribeTrialOutput) String() string

String returns the string representation

type DescribeUserProfileInput added in v1.25.47 

type DescribeUserProfileInput struct {

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The user profile name.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeUserProfileInput) GoString added in v1.25.47 

func (s DescribeUserProfileInput) GoString() string

GoString returns the string representation

func (*DescribeUserProfileInput) SetDomainId added in v1.25.47 

func (s *DescribeUserProfileInput) SetDomainId(v string) *DescribeUserProfileInput

SetDomainId sets the DomainId field's value.

func (*DescribeUserProfileInput) SetUserProfileName added in v1.25.47 

func (s *DescribeUserProfileInput) SetUserProfileName(v string) *DescribeUserProfileInput

SetUserProfileName sets the UserProfileName field's value.

func (DescribeUserProfileInput) String added in v1.25.47 

func (s DescribeUserProfileInput) String() string

String returns the string representation

func (*DescribeUserProfileInput) Validate added in v1.25.47 

func (s *DescribeUserProfileInput) Validate() error

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

type DescribeUserProfileOutput added in v1.25.47 

type DescribeUserProfileOutput struct {

	// The creation time.
	CreationTime *time.Time `type:"timestamp"`

	// The ID of the domain that contains the profile.
	DomainId *string `type:"string"`

	// The failure reason.
	FailureReason *string `type:"string"`

	// The ID of the user's profile in the Amazon Elastic File System (EFS) volume.
	HomeEfsFileSystemUid *string `type:"string"`

	// The last modified time.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The SSO user identifier.
	SingleSignOnUserIdentifier *string `type:"string"`

	// The SSO user value.
	SingleSignOnUserValue *string `type:"string"`

	// The status.
	Status *string `type:"string" enum:"UserProfileStatus"`

	// The user profile Amazon Resource Name (ARN).
	UserProfileArn *string `type:"string"`

	// The user profile name.
	UserProfileName *string `type:"string"`

	// A collection of settings.
	UserSettings *UserSettings `type:"structure"`
	// contains filtered or unexported fields
}

func (DescribeUserProfileOutput) GoString added in v1.25.47 

func (s DescribeUserProfileOutput) GoString() string

GoString returns the string representation

func (*DescribeUserProfileOutput) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DescribeUserProfileOutput) SetDomainId added in v1.25.47 

func (s *DescribeUserProfileOutput) SetDomainId(v string) *DescribeUserProfileOutput

SetDomainId sets the DomainId field's value.

func (*DescribeUserProfileOutput) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*DescribeUserProfileOutput) SetHomeEfsFileSystemUid added in v1.25.47 

func (s *DescribeUserProfileOutput) SetHomeEfsFileSystemUid(v string) *DescribeUserProfileOutput

SetHomeEfsFileSystemUid sets the HomeEfsFileSystemUid field's value.

func (*DescribeUserProfileOutput) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DescribeUserProfileOutput) SetSingleSignOnUserIdentifier added in v1.25.47 

func (s *DescribeUserProfileOutput) SetSingleSignOnUserIdentifier(v string) *DescribeUserProfileOutput

SetSingleSignOnUserIdentifier sets the SingleSignOnUserIdentifier field's value.

func (*DescribeUserProfileOutput) SetSingleSignOnUserValue added in v1.25.47 

func (s *DescribeUserProfileOutput) SetSingleSignOnUserValue(v string) *DescribeUserProfileOutput

SetSingleSignOnUserValue sets the SingleSignOnUserValue field's value.

func (*DescribeUserProfileOutput) SetStatus added in v1.25.47 

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

SetStatus sets the Status field's value.

func (*DescribeUserProfileOutput) SetUserProfileArn added in v1.25.47 

func (s *DescribeUserProfileOutput) SetUserProfileArn(v string) *DescribeUserProfileOutput

SetUserProfileArn sets the UserProfileArn field's value.

func (*DescribeUserProfileOutput) SetUserProfileName added in v1.25.47 

func (s *DescribeUserProfileOutput) SetUserProfileName(v string) *DescribeUserProfileOutput

SetUserProfileName sets the UserProfileName field's value.

func (*DescribeUserProfileOutput) SetUserSettings added in v1.25.47 

func (s *DescribeUserProfileOutput) SetUserSettings(v *UserSettings) *DescribeUserProfileOutput

SetUserSettings sets the UserSettings field's value.

func (DescribeUserProfileOutput) String added in v1.25.47 

func (s DescribeUserProfileOutput) String() string

String returns the string representation

type DescribeWorkforceInput added in v1.28.4 

type DescribeWorkforceInput struct {

	// The name of the private workforce whose access you want to restrict. WorkforceName
	// is automatically set to default when a workforce is created and cannot be
	// modified.
	//
	// WorkforceName is a required field
	WorkforceName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeWorkforceInput) GoString added in v1.28.4 

func (s DescribeWorkforceInput) GoString() string

GoString returns the string representation

func (*DescribeWorkforceInput) SetWorkforceName added in v1.28.4 

func (s *DescribeWorkforceInput) SetWorkforceName(v string) *DescribeWorkforceInput

SetWorkforceName sets the WorkforceName field's value.

func (DescribeWorkforceInput) String added in v1.28.4 

func (s DescribeWorkforceInput) String() string

String returns the string representation

func (*DescribeWorkforceInput) Validate added in v1.28.4 

func (s *DescribeWorkforceInput) Validate() error

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

type DescribeWorkforceOutput added in v1.28.4 

type DescribeWorkforceOutput struct {

	// A single private workforce, which is automatically created when you create
	// your first private work team. You can create one private work force in each
	// AWS Region. By default, any workforce-related API operation used in a specific
	// region will apply to the workforce created in that region. To learn how to
	// create a private workforce, see Create a Private Workforce (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-create-private.html).
	//
	// Workforce is a required field
	Workforce *Workforce `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (DescribeWorkforceOutput) GoString added in v1.28.4 

func (s DescribeWorkforceOutput) GoString() string

GoString returns the string representation

func (*DescribeWorkforceOutput) SetWorkforce added in v1.28.4 

func (s *DescribeWorkforceOutput) SetWorkforce(v *Workforce) *DescribeWorkforceOutput

SetWorkforce sets the Workforce field's value.

func (DescribeWorkforceOutput) String added in v1.28.4 

func (s DescribeWorkforceOutput) 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 DisassociateTrialComponentInput added in v1.25.47 

type DisassociateTrialComponentInput struct {

	// The name of the component to disassociate from the trial.
	//
	// TrialComponentName is a required field
	TrialComponentName *string `min:"1" type:"string" required:"true"`

	// The name of the trial to disassociate from.
	//
	// TrialName is a required field
	TrialName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (DisassociateTrialComponentInput) GoString added in v1.25.47 

func (s DisassociateTrialComponentInput) GoString() string

GoString returns the string representation

func (*DisassociateTrialComponentInput) SetTrialComponentName added in v1.25.47 

func (s *DisassociateTrialComponentInput) SetTrialComponentName(v string) *DisassociateTrialComponentInput

SetTrialComponentName sets the TrialComponentName field's value.

func (*DisassociateTrialComponentInput) SetTrialName added in v1.25.47 

func (s *DisassociateTrialComponentInput) SetTrialName(v string) *DisassociateTrialComponentInput

SetTrialName sets the TrialName field's value.

func (DisassociateTrialComponentInput) String added in v1.25.47 

func (s DisassociateTrialComponentInput) String() string

String returns the string representation

func (*DisassociateTrialComponentInput) Validate added in v1.25.47 

func (s *DisassociateTrialComponentInput) Validate() error

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

type DisassociateTrialComponentOutput added in v1.25.47 

type DisassociateTrialComponentOutput struct {

	// The Amazon Resource Name (ARN) of the trial.
	TrialArn *string `type:"string"`

	// The ARN of the trial component.
	TrialComponentArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (DisassociateTrialComponentOutput) GoString added in v1.25.47 

func (s DisassociateTrialComponentOutput) GoString() string

GoString returns the string representation

func (*DisassociateTrialComponentOutput) SetTrialArn added in v1.25.47 

func (s *DisassociateTrialComponentOutput) SetTrialArn(v string) *DisassociateTrialComponentOutput

SetTrialArn sets the TrialArn field's value.

func (*DisassociateTrialComponentOutput) SetTrialComponentArn added in v1.25.47 

func (s *DisassociateTrialComponentOutput) SetTrialComponentArn(v string) *DisassociateTrialComponentOutput

SetTrialComponentArn sets the TrialComponentArn field's value.

func (DisassociateTrialComponentOutput) String added in v1.25.47 

func (s DisassociateTrialComponentOutput) String() string

String returns the string representation

type DomainDetails added in v1.25.47 

type DomainDetails struct {

	// The creation time.
	CreationTime *time.Time `type:"timestamp"`

	// The domain's Amazon Resource Name (ARN).
	DomainArn *string `type:"string"`

	// The domain ID.
	DomainId *string `type:"string"`

	// The domain name.
	DomainName *string `type:"string"`

	// The last modified time.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The status.
	Status *string `type:"string" enum:"DomainStatus"`

	// The domain's URL.
	Url *string `type:"string"`
	// contains filtered or unexported fields
}

The domain's details.

func (DomainDetails) GoString added in v1.25.47 

func (s DomainDetails) GoString() string

GoString returns the string representation

func (*DomainDetails) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*DomainDetails) SetDomainArn added in v1.25.47 

func (s *DomainDetails) SetDomainArn(v string) *DomainDetails

SetDomainArn sets the DomainArn field's value.

func (*DomainDetails) SetDomainId added in v1.25.47 

func (s *DomainDetails) SetDomainId(v string) *DomainDetails

SetDomainId sets the DomainId field's value.

func (*DomainDetails) SetDomainName added in v1.25.47 

func (s *DomainDetails) SetDomainName(v string) *DomainDetails

SetDomainName sets the DomainName field's value.

func (*DomainDetails) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*DomainDetails) SetStatus added in v1.25.47 

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

SetStatus sets the Status field's value.

func (*DomainDetails) SetUrl added in v1.25.47 

func (s *DomainDetails) SetUrl(v string) *DomainDetails

SetUrl sets the Url field's value.

func (DomainDetails) String added in v1.25.47 

func (s DomainDetails) String() string

String returns the string representation

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 EndpointInput added in v1.25.47 

type EndpointInput struct {

	// An endpoint in customer's account which has enabled DataCaptureConfig enabled.
	//
	// EndpointName is a required field
	EndpointName *string `type:"string" required:"true"`

	// Path to the filesystem where the endpoint data is available to the container.
	//
	// LocalPath is a required field
	LocalPath *string `type:"string" required:"true"`

	// Whether input data distributed in Amazon S3 is fully replicated or sharded
	// by an S3 key. Defauts to FullyReplicated
	S3DataDistributionType *string `type:"string" enum:"ProcessingS3DataDistributionType"`

	// Whether the Pipe or File is used as the input mode for transfering data for
	// the monitoring job. Pipe mode is recommended for large datasets. File mode
	// is useful for small files that fit in memory. Defaults to File.
	S3InputMode *string `type:"string" enum:"ProcessingS3InputMode"`
	// contains filtered or unexported fields
}

Input object for the endpoint

func (EndpointInput) GoString added in v1.25.47 

func (s EndpointInput) GoString() string

GoString returns the string representation

func (*EndpointInput) SetEndpointName added in v1.25.47 

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

SetEndpointName sets the EndpointName field's value.

func (*EndpointInput) SetLocalPath added in v1.25.47 

func (s *EndpointInput) SetLocalPath(v string) *EndpointInput

SetLocalPath sets the LocalPath field's value.

func (*EndpointInput) SetS3DataDistributionType added in v1.25.47 

func (s *EndpointInput) SetS3DataDistributionType(v string) *EndpointInput

SetS3DataDistributionType sets the S3DataDistributionType field's value.

func (*EndpointInput) SetS3InputMode added in v1.25.47 

func (s *EndpointInput) SetS3InputMode(v string) *EndpointInput

SetS3InputMode sets the S3InputMode field's value.

func (EndpointInput) String added in v1.25.47 

func (s EndpointInput) String() string

String returns the string representation

func (*EndpointInput) Validate added in v1.25.47 

func (s *EndpointInput) Validate() error

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

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 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$FailureReason
	//    for information about the failure. DeleteEndpoint is the only operation
	//    that can be performed on a failed endpoint.
	//
	// To get a list of endpoints with a specified status, use the ListEndpointsInput$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 Experiment added in v1.25.47 

type Experiment struct {

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy *UserContext `type:"structure"`

	// When the experiment was created.
	CreationTime *time.Time `type:"timestamp"`

	// The description of the experiment.
	Description *string `type:"string"`

	// The name of the experiment as displayed. If DisplayName isn't specified,
	// ExperimentName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The Amazon Resource Name (ARN) of the experiment.
	ExperimentArn *string `type:"string"`

	// The name of the experiment.
	ExperimentName *string `min:"1" type:"string"`

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy *UserContext `type:"structure"`

	// When the experiment was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The source of the experiment.
	Source *ExperimentSource `type:"structure"`

	// The list of tags that are associated with the experiment. You can use Search
	// API to search on the tags.
	Tags []*Tag `type:"list"`
	// contains filtered or unexported fields
}

The properties of an experiment as returned by the Search API.

func (Experiment) GoString added in v1.25.47 

func (s Experiment) GoString() string

GoString returns the string representation

func (*Experiment) SetCreatedBy added in v1.25.47 

func (s *Experiment) SetCreatedBy(v *UserContext) *Experiment

SetCreatedBy sets the CreatedBy field's value.

func (*Experiment) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*Experiment) SetDescription added in v1.25.47 

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

SetDescription sets the Description field's value.

func (*Experiment) SetDisplayName added in v1.25.47 

func (s *Experiment) SetDisplayName(v string) *Experiment

SetDisplayName sets the DisplayName field's value.

func (*Experiment) SetExperimentArn added in v1.25.47 

func (s *Experiment) SetExperimentArn(v string) *Experiment

SetExperimentArn sets the ExperimentArn field's value.

func (*Experiment) SetExperimentName added in v1.25.47 

func (s *Experiment) SetExperimentName(v string) *Experiment

SetExperimentName sets the ExperimentName field's value.

func (*Experiment) SetLastModifiedBy added in v1.25.47 

func (s *Experiment) SetLastModifiedBy(v *UserContext) *Experiment

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*Experiment) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*Experiment) SetSource added in v1.25.47 

func (s *Experiment) SetSource(v *ExperimentSource) *Experiment

SetSource sets the Source field's value.

func (*Experiment) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (Experiment) String added in v1.25.47 

func (s Experiment) String() string

String returns the string representation

type ExperimentConfig added in v1.25.47 

type ExperimentConfig struct {

	// The name of an existing experiment to associate the trial component with.
	ExperimentName *string `min:"1" type:"string"`

	// The display name for the trial component. If this key isn't specified, the
	// display name is the trial component name.
	TrialComponentDisplayName *string `min:"1" type:"string"`

	// The name of an existing trial to associate the trial component with. If not
	// specified, a new trial is created.
	TrialName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Associates a SageMaker job as a trial component with an experiment and trial. Specified when you call the following APIs:

  • CreateProcessingJob

  • CreateTrainingJob

  • CreateTransformJob

func (ExperimentConfig) GoString added in v1.25.47 

func (s ExperimentConfig) GoString() string

GoString returns the string representation

func (*ExperimentConfig) SetExperimentName added in v1.25.47 

func (s *ExperimentConfig) SetExperimentName(v string) *ExperimentConfig

SetExperimentName sets the ExperimentName field's value.

func (*ExperimentConfig) SetTrialComponentDisplayName added in v1.25.47 

func (s *ExperimentConfig) SetTrialComponentDisplayName(v string) *ExperimentConfig

SetTrialComponentDisplayName sets the TrialComponentDisplayName field's value.

func (*ExperimentConfig) SetTrialName added in v1.25.47 

func (s *ExperimentConfig) SetTrialName(v string) *ExperimentConfig

SetTrialName sets the TrialName field's value.

func (ExperimentConfig) String added in v1.25.47 

func (s ExperimentConfig) String() string

String returns the string representation

func (*ExperimentConfig) Validate added in v1.25.47 

func (s *ExperimentConfig) Validate() error

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

type ExperimentSource added in v1.25.47 

type ExperimentSource struct {

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

	// The source type.
	SourceType *string `type:"string"`
	// contains filtered or unexported fields
}

The source of the experiment.

func (ExperimentSource) GoString added in v1.25.47 

func (s ExperimentSource) GoString() string

GoString returns the string representation

func (*ExperimentSource) SetSourceArn added in v1.25.47 

func (s *ExperimentSource) SetSourceArn(v string) *ExperimentSource

SetSourceArn sets the SourceArn field's value.

func (*ExperimentSource) SetSourceType added in v1.25.47 

func (s *ExperimentSource) SetSourceType(v string) *ExperimentSource

SetSourceType sets the SourceType field's value.

func (ExperimentSource) String added in v1.25.47 

func (s ExperimentSource) String() string

String returns the string representation

type ExperimentSummary added in v1.25.47 

type ExperimentSummary struct {

	// When the experiment was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the experiment as displayed. If DisplayName isn't specified,
	// ExperimentName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The Amazon Resource Name (ARN) of the experiment.
	ExperimentArn *string `type:"string"`

	// The name of the experiment.
	ExperimentName *string `min:"1" type:"string"`

	// The source of the experiment.
	ExperimentSource *ExperimentSource `type:"structure"`

	// When the experiment was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`
	// contains filtered or unexported fields
}

A summary of the properties of an experiment. To get the complete set of properties, call the DescribeExperiment API and provide the ExperimentName.

func (ExperimentSummary) GoString added in v1.25.47 

func (s ExperimentSummary) GoString() string

GoString returns the string representation

func (*ExperimentSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*ExperimentSummary) SetDisplayName added in v1.25.47 

func (s *ExperimentSummary) SetDisplayName(v string) *ExperimentSummary

SetDisplayName sets the DisplayName field's value.

func (*ExperimentSummary) SetExperimentArn added in v1.25.47 

func (s *ExperimentSummary) SetExperimentArn(v string) *ExperimentSummary

SetExperimentArn sets the ExperimentArn field's value.

func (*ExperimentSummary) SetExperimentName added in v1.25.47 

func (s *ExperimentSummary) SetExperimentName(v string) *ExperimentSummary

SetExperimentName sets the ExperimentName field's value.

func (*ExperimentSummary) SetExperimentSource added in v1.25.47 

func (s *ExperimentSummary) SetExperimentSource(v *ExperimentSource) *ExperimentSummary

SetExperimentSource sets the ExperimentSource field's value.

func (*ExperimentSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (ExperimentSummary) String added in v1.25.47 

func (s ExperimentSummary) String() string

String returns the string representation

type FileSystemDataSource added in v1.23.6 

type FileSystemDataSource struct {

	// The full path to the directory to associate with the channel.
	//
	// DirectoryPath is a required field
	DirectoryPath *string `type:"string" required:"true"`

	// The access mode of the mount of the directory associated with the channel.
	// A directory can be mounted either in ro (read-only) or rw (read-write) mode.
	//
	// FileSystemAccessMode is a required field
	FileSystemAccessMode *string `type:"string" required:"true" enum:"FileSystemAccessMode"`

	// The file system id.
	//
	// FileSystemId is a required field
	FileSystemId *string `min:"11" type:"string" required:"true"`

	// The file system type.
	//
	// FileSystemType is a required field
	FileSystemType *string `type:"string" required:"true" enum:"FileSystemType"`
	// contains filtered or unexported fields
}

Specifies a file system data source for a channel.

func (FileSystemDataSource) GoString added in v1.23.6 

func (s FileSystemDataSource) GoString() string

GoString returns the string representation

func (*FileSystemDataSource) SetDirectoryPath added in v1.23.6 

func (s *FileSystemDataSource) SetDirectoryPath(v string) *FileSystemDataSource

SetDirectoryPath sets the DirectoryPath field's value.

func (*FileSystemDataSource) SetFileSystemAccessMode added in v1.23.6 

func (s *FileSystemDataSource) SetFileSystemAccessMode(v string) *FileSystemDataSource

SetFileSystemAccessMode sets the FileSystemAccessMode field's value.

func (*FileSystemDataSource) SetFileSystemId added in v1.23.6 

func (s *FileSystemDataSource) SetFileSystemId(v string) *FileSystemDataSource

SetFileSystemId sets the FileSystemId field's value.

func (*FileSystemDataSource) SetFileSystemType added in v1.23.6 

func (s *FileSystemDataSource) SetFileSystemType(v string) *FileSystemDataSource

SetFileSystemType sets the FileSystemType field's value.

func (FileSystemDataSource) String added in v1.23.6 

func (s FileSystemDataSource) String() string

String returns the string representation

func (*FileSystemDataSource) Validate added in v1.23.6 

func (s *FileSystemDataSource) Validate() error

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

type Filter added in v1.15.86 

type Filter struct {

	// A resource property name. For example, TrainingJobName. For valid property
	// names, see SearchRecord. You must specify a valid property for the 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:
	//
	// Equals
	//
	// The value of Name equals Value.
	//
	// NotEquals
	//
	// The value of Name doesn't equal Value.
	//
	// Exists
	//
	// The Name property exists.
	//
	// NotExists
	//
	// The Name property does not exist.
	//
	// GreaterThan
	//
	// The value of Name is greater than Value. Not supported for text properties.
	//
	// GreaterThanOrEqualTo
	//
	// The value of Name is greater than or equal to Value. Not supported for text
	// properties.
	//
	// LessThan
	//
	// The value of Name is less than Value. Not supported for text properties.
	//
	// LessThanOrEqualTo
	//
	// The value of Name is less than or equal to Value. Not supported for text
	// properties.
	//
	// In
	//
	// The value of Name is one of the comma delimited strings in Value. Only supported
	// for text properties.
	//
	// Contains
	//
	// The value of Name contains the string Value. Only supported for text properties.
	//
	// A SearchExpression can include the Contains operator multiple times when
	// the value of Name is one of the following:
	//
	//    * Experiment.DisplayName
	//
	//    * Experiment.ExperimentName
	//
	//    * Experiment.Tags
	//
	//    * Trial.DisplayName
	//
	//    * Trial.TrialName
	//
	//    * Trial.Tags
	//
	//    * TrialComponent.DisplayName
	//
	//    * TrialComponent.TrialComponentName
	//
	//    * TrialComponent.Tags
	//
	//    * TrialComponent.InputArtifacts
	//
	//    * TrialComponent.OutputArtifacts
	//
	// A SearchExpression can include only one Contains operator for all other values
	// of Name. In these cases, if you include multiple Contains operators in the
	// SearchExpression, the result is the following error message: "'CONTAINS'
	// operator usage limit of 1 exceeded."
	Operator *string `type:"string" enum:"Operator"`

	// A value used with Name and Operator to determine which resources satisfy
	// 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 resource property, a Boolean operator, and a value. Resources that match the statement are returned in the results from the Search API.

If you specify a Value, but not an Operator, Amazon SageMaker uses the equals operator.

In search, there are several property types:

Metrics

To 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": "GreaterThan",

"Value": "0.9"

}

HyperParameters

To define a hyperparameter filter, enter a value with the form "HyperParameters.<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": "LessThan",

"Value": "0.5"

}

Tags

To 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 FinalAutoMLJobObjectiveMetric added in v1.25.47 

type FinalAutoMLJobObjectiveMetric struct {

	// The name of the metric with the best result. For a description of the possible
	// objective metrics, see AutoMLJobObjective$MetricName.
	//
	// MetricName is a required field
	MetricName *string `type:"string" required:"true" enum:"AutoMLMetricEnum"`

	// The type of metric with the best result.
	Type *string `type:"string" enum:"AutoMLJobObjectiveType"`

	// The value of the metric with the best result.
	//
	// Value is a required field
	Value *float64 `type:"float" required:"true"`
	// contains filtered or unexported fields
}

The best candidate result from an AutoML training job.

func (FinalAutoMLJobObjectiveMetric) GoString added in v1.25.47 

func (s FinalAutoMLJobObjectiveMetric) GoString() string

GoString returns the string representation

func (*FinalAutoMLJobObjectiveMetric) SetMetricName added in v1.25.47 

func (s *FinalAutoMLJobObjectiveMetric) SetMetricName(v string) *FinalAutoMLJobObjectiveMetric

SetMetricName sets the MetricName field's value.

func (*FinalAutoMLJobObjectiveMetric) SetType added in v1.25.47 

func (s *FinalAutoMLJobObjectiveMetric) SetType(v string) *FinalAutoMLJobObjectiveMetric

SetType sets the Type field's value.

func (*FinalAutoMLJobObjectiveMetric) SetValue added in v1.25.47 

func (s *FinalAutoMLJobObjectiveMetric) SetValue(v float64) *FinalAutoMLJobObjectiveMetric

SetValue sets the Value field's value.

func (FinalAutoMLJobObjectiveMetric) String added in v1.25.47 

func (s FinalAutoMLJobObjectiveMetric) String() string

String returns the string representation

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 FlowDefinitionOutputConfig added in v1.25.47 

type FlowDefinitionOutputConfig struct {

	// The Amazon Key Management Service (KMS) key ID for server-side encryption.
	KmsKeyId *string `type:"string"`

	// The Amazon S3 path where the object containing human output will be made
	// available.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Contains information about where human output will be stored.

func (FlowDefinitionOutputConfig) GoString added in v1.25.47 

func (s FlowDefinitionOutputConfig) GoString() string

GoString returns the string representation

func (*FlowDefinitionOutputConfig) SetKmsKeyId added in v1.25.47 

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*FlowDefinitionOutputConfig) SetS3OutputPath added in v1.25.47 

func (s *FlowDefinitionOutputConfig) SetS3OutputPath(v string) *FlowDefinitionOutputConfig

SetS3OutputPath sets the S3OutputPath field's value.

func (FlowDefinitionOutputConfig) String added in v1.25.47 

func (s FlowDefinitionOutputConfig) String() string

String returns the string representation

func (*FlowDefinitionOutputConfig) Validate added in v1.25.47 

func (s *FlowDefinitionOutputConfig) Validate() error

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

type FlowDefinitionSummary added in v1.25.47 

type FlowDefinitionSummary struct {

	// The timestamp when SageMaker created the flow definition.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The reason why the flow definition creation failed. A failure reason is returned
	// only when the flow definition status is Failed.
	FailureReason *string `type:"string"`

	// The Amazon Resource Name (ARN) of the flow definition.
	//
	// FlowDefinitionArn is a required field
	FlowDefinitionArn *string `type:"string" required:"true"`

	// The name of the flow definition.
	//
	// FlowDefinitionName is a required field
	FlowDefinitionName *string `min:"1" type:"string" required:"true"`

	// The status of the flow definition. Valid values:
	//
	// FlowDefinitionStatus is a required field
	FlowDefinitionStatus *string `type:"string" required:"true" enum:"FlowDefinitionStatus"`
	// contains filtered or unexported fields
}

Contains summary information about the flow definition.

func (FlowDefinitionSummary) GoString added in v1.25.47 

func (s FlowDefinitionSummary) GoString() string

GoString returns the string representation

func (*FlowDefinitionSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*FlowDefinitionSummary) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*FlowDefinitionSummary) SetFlowDefinitionArn added in v1.25.47 

func (s *FlowDefinitionSummary) SetFlowDefinitionArn(v string) *FlowDefinitionSummary

SetFlowDefinitionArn sets the FlowDefinitionArn field's value.

func (*FlowDefinitionSummary) SetFlowDefinitionName added in v1.25.47 

func (s *FlowDefinitionSummary) SetFlowDefinitionName(v string) *FlowDefinitionSummary

SetFlowDefinitionName sets the FlowDefinitionName field's value.

func (*FlowDefinitionSummary) SetFlowDefinitionStatus added in v1.25.47 

func (s *FlowDefinitionSummary) SetFlowDefinitionStatus(v string) *FlowDefinitionSummary

SetFlowDefinitionStatus sets the FlowDefinitionStatus field's value.

func (FlowDefinitionSummary) String added in v1.25.47 

func (s FlowDefinitionSummary) 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.
	//
	// 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 branch 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 HumanLoopActivationConditionsConfig added in v1.25.47 

type HumanLoopActivationConditionsConfig struct {

	// JSON expressing use-case specific conditions declaratively. If any condition
	// is matched, atomic tasks are created against the configured work team. The
	// set of conditions is different for Rekognition and Textract. For more information
	// about how to structure the JSON, see JSON Schema for Human Loop Activation
	// Conditions in Amazon Augmented AI (https://docs.aws.amazon.com/sagemaker/latest/dg/a2i-human-fallback-conditions-json-schema.html)
	// in the Amazon SageMaker Developer Guide.
	//
	// HumanLoopActivationConditions is a required field
	HumanLoopActivationConditions aws.JSONValue `type:"jsonvalue" required:"true"`
	// contains filtered or unexported fields
}

Defines under what conditions SageMaker creates a human loop. Used within . See for the required format of activation conditions.

func (HumanLoopActivationConditionsConfig) GoString added in v1.25.47 

func (s HumanLoopActivationConditionsConfig) GoString() string

GoString returns the string representation

func (*HumanLoopActivationConditionsConfig) SetHumanLoopActivationConditions added in v1.25.47 

func (s *HumanLoopActivationConditionsConfig) SetHumanLoopActivationConditions(v aws.JSONValue) *HumanLoopActivationConditionsConfig

SetHumanLoopActivationConditions sets the HumanLoopActivationConditions field's value.

func (HumanLoopActivationConditionsConfig) String added in v1.25.47 

func (s HumanLoopActivationConditionsConfig) String() string

String returns the string representation

func (*HumanLoopActivationConditionsConfig) Validate added in v1.25.47 

func (s *HumanLoopActivationConditionsConfig) Validate() error

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

type HumanLoopActivationConfig added in v1.25.47 

type HumanLoopActivationConfig struct {

	// Container structure for defining under what conditions SageMaker creates
	// a human loop.
	//
	// HumanLoopActivationConditionsConfig is a required field
	HumanLoopActivationConditionsConfig *HumanLoopActivationConditionsConfig `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Provides information about how and under what conditions SageMaker creates a human loop. If HumanLoopActivationConfig is not given, then all requests go to humans.

func (HumanLoopActivationConfig) GoString added in v1.25.47 

func (s HumanLoopActivationConfig) GoString() string

GoString returns the string representation

func (*HumanLoopActivationConfig) SetHumanLoopActivationConditionsConfig added in v1.25.47 

func (s *HumanLoopActivationConfig) SetHumanLoopActivationConditionsConfig(v *HumanLoopActivationConditionsConfig) *HumanLoopActivationConfig

SetHumanLoopActivationConditionsConfig sets the HumanLoopActivationConditionsConfig field's value.

func (HumanLoopActivationConfig) String added in v1.25.47 

func (s HumanLoopActivationConfig) String() string

String returns the string representation

func (*HumanLoopActivationConfig) Validate added in v1.25.47 

func (s *HumanLoopActivationConfig) Validate() error

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

type HumanLoopConfig added in v1.25.47 

type HumanLoopConfig struct {

	// The Amazon Resource Name (ARN) of the human task user interface.
	//
	// HumanTaskUiArn is a required field
	HumanTaskUiArn *string `type:"string" required:"true"`

	// Defines the amount of money paid to an Amazon Mechanical Turk worker for
	// each task performed.
	//
	// Use one of the following prices for bounding box tasks. Prices are in US
	// dollars and should be based on the complexity of the task; the longer it
	// takes in your initial testing, the more you should offer.
	//
	//    * 0.036
	//
	//    * 0.048
	//
	//    * 0.060
	//
	//    * 0.072
	//
	//    * 0.120
	//
	//    * 0.240
	//
	//    * 0.360
	//
	//    * 0.480
	//
	//    * 0.600
	//
	//    * 0.720
	//
	//    * 0.840
	//
	//    * 0.960
	//
	//    * 1.080
	//
	//    * 1.200
	//
	// Use one of the following prices for image classification, text classification,
	// and custom tasks. Prices are in US dollars.
	//
	//    * 0.012
	//
	//    * 0.024
	//
	//    * 0.036
	//
	//    * 0.048
	//
	//    * 0.060
	//
	//    * 0.072
	//
	//    * 0.120
	//
	//    * 0.240
	//
	//    * 0.360
	//
	//    * 0.480
	//
	//    * 0.600
	//
	//    * 0.720
	//
	//    * 0.840
	//
	//    * 0.960
	//
	//    * 1.080
	//
	//    * 1.200
	//
	// Use one of the following prices for semantic segmentation tasks. Prices are
	// in US dollars.
	//
	//    * 0.840
	//
	//    * 0.960
	//
	//    * 1.080
	//
	//    * 1.200
	//
	// Use one of the following prices for Textract AnalyzeDocument Important Form
	// Key Amazon Augmented AI review tasks. Prices are in US dollars.
	//
	//    * 2.400
	//
	//    * 2.280
	//
	//    * 2.160
	//
	//    * 2.040
	//
	//    * 1.920
	//
	//    * 1.800
	//
	//    * 1.680
	//
	//    * 1.560
	//
	//    * 1.440
	//
	//    * 1.320
	//
	//    * 1.200
	//
	//    * 1.080
	//
	//    * 0.960
	//
	//    * 0.840
	//
	//    * 0.720
	//
	//    * 0.600
	//
	//    * 0.480
	//
	//    * 0.360
	//
	//    * 0.240
	//
	//    * 0.120
	//
	//    * 0.072
	//
	//    * 0.060
	//
	//    * 0.048
	//
	//    * 0.036
	//
	//    * 0.024
	//
	//    * 0.012
	//
	// Use one of the following prices for Rekognition DetectModerationLabels Amazon
	// Augmented AI review tasks. Prices are in US dollars.
	//
	//    * 1.200
	//
	//    * 1.080
	//
	//    * 0.960
	//
	//    * 0.840
	//
	//    * 0.720
	//
	//    * 0.600
	//
	//    * 0.480
	//
	//    * 0.360
	//
	//    * 0.240
	//
	//    * 0.120
	//
	//    * 0.072
	//
	//    * 0.060
	//
	//    * 0.048
	//
	//    * 0.036
	//
	//    * 0.024
	//
	//    * 0.012
	//
	// Use one of the following prices for Amazon Augmented AI custom human review
	// tasks. Prices are in US dollars.
	//
	//    * 1.200
	//
	//    * 1.080
	//
	//    * 0.960
	//
	//    * 0.840
	//
	//    * 0.720
	//
	//    * 0.600
	//
	//    * 0.480
	//
	//    * 0.360
	//
	//    * 0.240
	//
	//    * 0.120
	//
	//    * 0.072
	//
	//    * 0.060
	//
	//    * 0.048
	//
	//    * 0.036
	//
	//    * 0.024
	//
	//    * 0.012
	PublicWorkforceTaskPrice *PublicWorkforceTaskPrice `type:"structure"`

	// The length of time that a task remains available for review by human workers.
	TaskAvailabilityLifetimeInSeconds *int64 `min:"1" type:"integer"`

	// The number of distinct workers who will perform the same task on each object.
	// For example, if TaskCount is set to 3 for an image classification labeling
	// job, three workers will classify each input image. Increasing TaskCount can
	// improve label accuracy.
	//
	// TaskCount is a required field
	TaskCount *int64 `min:"1" type:"integer" required:"true"`

	// A description for the human worker task.
	//
	// TaskDescription is a required field
	TaskDescription *string `min:"1" type:"string" required:"true"`

	// Keywords used to describe the task so that workers can discover the task.
	TaskKeywords []*string `min:"1" type:"list"`

	// The amount of time that a worker has to complete a task. The default value
	// is 3,600 seconds (1 hour)
	TaskTimeLimitInSeconds *int64 `min:"30" type:"integer"`

	// A title for the human worker task.
	//
	// TaskTitle is a required field
	TaskTitle *string `min:"1" type:"string" required:"true"`

	// Amazon Resource Name (ARN) of a team of workers.
	//
	// WorkteamArn is a required field
	WorkteamArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes the work to be performed by human workers.

func (HumanLoopConfig) GoString added in v1.25.47 

func (s HumanLoopConfig) GoString() string

GoString returns the string representation

func (*HumanLoopConfig) SetHumanTaskUiArn added in v1.25.47 

func (s *HumanLoopConfig) SetHumanTaskUiArn(v string) *HumanLoopConfig

SetHumanTaskUiArn sets the HumanTaskUiArn field's value.

func (*HumanLoopConfig) SetPublicWorkforceTaskPrice added in v1.25.47 

func (s *HumanLoopConfig) SetPublicWorkforceTaskPrice(v *PublicWorkforceTaskPrice) *HumanLoopConfig

SetPublicWorkforceTaskPrice sets the PublicWorkforceTaskPrice field's value.

func (*HumanLoopConfig) SetTaskAvailabilityLifetimeInSeconds added in v1.25.47 

func (s *HumanLoopConfig) SetTaskAvailabilityLifetimeInSeconds(v int64) *HumanLoopConfig

SetTaskAvailabilityLifetimeInSeconds sets the TaskAvailabilityLifetimeInSeconds field's value.

func (*HumanLoopConfig) SetTaskCount added in v1.25.47 

func (s *HumanLoopConfig) SetTaskCount(v int64) *HumanLoopConfig

SetTaskCount sets the TaskCount field's value.

func (*HumanLoopConfig) SetTaskDescription added in v1.25.47 

func (s *HumanLoopConfig) SetTaskDescription(v string) *HumanLoopConfig

SetTaskDescription sets the TaskDescription field's value.

func (*HumanLoopConfig) SetTaskKeywords added in v1.25.47 

func (s *HumanLoopConfig) SetTaskKeywords(v []*string) *HumanLoopConfig

SetTaskKeywords sets the TaskKeywords field's value.

func (*HumanLoopConfig) SetTaskTimeLimitInSeconds added in v1.25.47 

func (s *HumanLoopConfig) SetTaskTimeLimitInSeconds(v int64) *HumanLoopConfig

SetTaskTimeLimitInSeconds sets the TaskTimeLimitInSeconds field's value.

func (*HumanLoopConfig) SetTaskTitle added in v1.25.47 

func (s *HumanLoopConfig) SetTaskTitle(v string) *HumanLoopConfig

SetTaskTitle sets the TaskTitle field's value.

func (*HumanLoopConfig) SetWorkteamArn added in v1.25.47 

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

SetWorkteamArn sets the WorkteamArn field's value.

func (HumanLoopConfig) String added in v1.25.47 

func (s HumanLoopConfig) String() string

String returns the string representation

func (*HumanLoopConfig) Validate added in v1.25.47 

func (s *HumanLoopConfig) Validate() error

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

type HumanLoopRequestSource added in v1.25.47 

type HumanLoopRequestSource struct {

	// Specifies whether Amazon Rekognition or Amazon Textract are used as the integration
	// source. The default field settings and JSON parsing rules are different based
	// on the integration source. Valid values:
	//
	// AwsManagedHumanLoopRequestSource is a required field
	AwsManagedHumanLoopRequestSource *string `type:"string" required:"true" enum:"AwsManagedHumanLoopRequestSource"`
	// contains filtered or unexported fields
}

Container for configuring the source of human task requests.

func (HumanLoopRequestSource) GoString added in v1.25.47 

func (s HumanLoopRequestSource) GoString() string

GoString returns the string representation

func (*HumanLoopRequestSource) SetAwsManagedHumanLoopRequestSource added in v1.25.47 

func (s *HumanLoopRequestSource) SetAwsManagedHumanLoopRequestSource(v string) *HumanLoopRequestSource

SetAwsManagedHumanLoopRequestSource sets the AwsManagedHumanLoopRequestSource field's value.

func (HumanLoopRequestSource) String added in v1.25.47 

func (s HumanLoopRequestSource) String() string

String returns the string representation

func (*HumanLoopRequestSource) Validate added in v1.25.47 

func (s *HumanLoopRequestSource) 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. Also referred to as batch size. Each object may have more
	// than one worker at one time. The default value is 1000 objects.
	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.
	//
	// For built-in task types (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-task-types.html),
	// use one of the following Amazon SageMaker Ground Truth Lambda function ARNs
	// for PreHumanTaskLambdaArn. For custom labeling workflows, see Pre-annotation
	// Lambda (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates-step3.html#sms-custom-templates-step3-prelambda).
	//
	// Bounding box - Finds the most similar boxes from different workers based
	// on the Jaccard index of the boxes.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-BoundingBox
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-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:us-east-1:432418664414:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-ImageMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-ImageMultiClass
	//
	// Multi-label image classification - Uses a variant of the Expectation Maximization
	// approach to estimate the true classes of an image based on annotations from
	// individual workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-ImageMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-ImageMultiClassMultiLabel
	//
	// Semantic segmentation - Treats each pixel in an image as a multi-class classification
	// and treats pixel annotations from workers as "votes" for the correct label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-SemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-SemanticSegmentation
	//
	// 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:us-east-1:432418664414:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-TextMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-TextMultiClass
	//
	// Multi-label text classification - Uses a variant of the Expectation Maximization
	// approach to estimate the true classes of text based on annotations from individual
	// workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-TextMultiClassMultiLabel
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-TextMultiClassMultiLabel
	//
	// Named entity recognition - Groups similar selections and calculates aggregate
	// boundaries, resolving to most-assigned label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-NamedEntityRecognition
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-NamedEntityRecognition
	//
	// Video Classification - Use this task type when you need workers to classify
	// videos using predefined labels that you specify. Workers are shown videos
	// and are asked to choose one label for each video.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-VideoMultiClass
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-VideoMultiClass
	//
	// Video Frame Object Detection - Use this task type to have workers identify
	// and locate objects in a sequence of video frames (images extracted from a
	// video) using bounding boxes. For example, you can use this task to ask workers
	// to identify and localize various objects in a series of video frames, such
	// as cars, bikes, and pedestrians.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-VideoObjectDetection
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-VideoObjectDetection
	//
	// Video Frame Object Tracking - Use this task type to have workers track the
	// movement of objects in a sequence of video frames (images extracted from
	// a video) using bounding boxes. For example, you can use this task to ask
	// workers to track the movement of objects, such as cars, bikes, and pedestrians.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-VideoObjectTracking
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-VideoObjectTracking
	//
	// 3D Point Cloud Modalities
	//
	// Use the following pre-annotation lambdas for 3D point cloud labeling modality
	// tasks. See 3D Point Cloud Task types (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-point-cloud-task-types.html)
	// to learn more.
	//
	// 3D Point Cloud Object Detection - Use this task type when you want workers
	// to classify objects in a 3D point cloud by drawing 3D cuboids around objects.
	// For example, you can use this task type to ask workers to identify different
	// types of objects in a point cloud, such as cars, bikes, and pedestrians.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-3DPointCloudObjectDetection
	//
	// 3D Point Cloud Object Tracking - Use this task type when you want workers
	// to draw 3D cuboids around objects that appear in a sequence of 3D point cloud
	// frames. For example, you can use this task type to ask workers to track the
	// movement of vehicles across multiple point cloud frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-3DPointCloudObjectTracking
	//
	// 3D Point Cloud Semantic Segmentation - Use this task type when you want workers
	// to create a point-level semantic segmentation masks by painting objects in
	// a 3D point cloud using different colors where each color is assigned to one
	// of the classes you specify.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-3DPointCloudSemanticSegmentation
	//
	// Use the following ARNs for Label Verification and Adjustment Jobs
	//
	// Use label verification and adjustment jobs to review and adjust labels. To
	// learn more, see Verify and Adjust Labels (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-verification-data.html).
	//
	// Bounding box verification - Uses a variant of the Expectation Maximization
	// approach to estimate the true class of verification judgement for bounding
	// box labels based on annotations from individual workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	// Bounding box adjustment - Finds the most similar boxes from different workers
	// based on the Jaccard index of the adjusted annotations.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-AdjustmentBoundingBox
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-AdjustmentBoundingBox
	//
	// Semantic segmentation verification - Uses a variant of the Expectation Maximization
	// approach to estimate the true class of verification judgment for semantic
	// segmentation labels based on annotations from individual workers.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-VerificationSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-VerificationSemanticSegmentation
	//
	// Semantic segmentation adjustment - Treats each pixel in an image as a multi-class
	// classification and treats pixel adjusted annotations from workers as "votes"
	// for the correct label.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-AdjustmentSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-AdjustmentSemanticSegmentation
	//
	// Video Frame Object Detection Adjustment - Use this task type when you want
	// workers to adjust bounding boxes that workers have added to video frames
	// to classify and localize objects in a sequence of video frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-AdjustmentVideoObjectDetection
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-AdjustmentVideoObjectDetection
	//
	// Video Frame Object Tracking Adjustment - Use this task type when you want
	// workers to adjust bounding boxes that workers have added to video frames
	// to track object movement across a sequence of video frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-AdjustmentVideoObjectTracking
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-AdjustmentVideoObjectTracking
	//
	// 3D point cloud object detection adjustment - Adjust 3D cuboids in a point
	// cloud frame.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-Adjustment3DPointCloudObjectDetection
	//
	// 3D point cloud object tracking adjustment - Adjust 3D cuboids across a sequence
	// of point cloud frames.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-Adjustment3DPointCloudObjectTracking
	//
	// 3D point cloud semantic segmentation adjustment - Adjust semantic segmentation
	// masks in a 3D point cloud.
	//
	//    * arn:aws:lambda:us-east-1:432418664414:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:us-east-2:266458841044:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:us-west-2:081040173940:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-1:568282634449:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-1:477331159723:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-2:454466003867:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-south-1:565803892007:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-central-1:203001061592:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-northeast-2:845288260483:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:eu-west-2:487402164563:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ap-southeast-1:377565633583:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	//    * arn:aws:lambda:ca-central-1:918755190332:function:PRE-Adjustment3DPointCloudSemanticSegmentation
	//
	// PreHumanTaskLambdaArn is a required field
	PreHumanTaskLambdaArn *string `type:"string" required:"true"`

	// The price that you pay for each task performed by an Amazon Mechanical Turk
	// worker.
	PublicWorkforceTaskPrice *PublicWorkforceTaskPrice `type:"structure"`

	// The length of time that a task remains available for labeling by human workers.
	// If you choose the Amazon Mechanical Turk workforce, the maximum is 12 hours
	// (43200). The default value is 864000 seconds (10 days). For private and vendor
	// workforces, the maximum is as listed.
	TaskAvailabilityLifetimeInSeconds *int64 `min:"60" 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:"30" 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 HumanTaskUiSummary added in v1.25.47 

type HumanTaskUiSummary struct {

	// A timestamp when SageMaker created the human task user interface.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the human task user interface.
	//
	// HumanTaskUiArn is a required field
	HumanTaskUiArn *string `type:"string" required:"true"`

	// The name of the human task user interface.
	//
	// HumanTaskUiName is a required field
	HumanTaskUiName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Container for human task user interface information.

func (HumanTaskUiSummary) GoString added in v1.25.47 

func (s HumanTaskUiSummary) GoString() string

GoString returns the string representation

func (*HumanTaskUiSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*HumanTaskUiSummary) SetHumanTaskUiArn added in v1.25.47 

func (s *HumanTaskUiSummary) SetHumanTaskUiArn(v string) *HumanTaskUiSummary

SetHumanTaskUiArn sets the HumanTaskUiArn field's value.

func (*HumanTaskUiSummary) SetHumanTaskUiName added in v1.25.47 

func (s *HumanTaskUiSummary) SetHumanTaskUiName(v string) *HumanTaskUiSummary

SetHumanTaskUiName sets the HumanTaskUiName field's value.

func (HumanTaskUiSummary) String added in v1.25.47 

func (s HumanTaskUiSummary) String() string

String returns the string representation

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 (https://docs.aws.amazon.com/sagemaker/latest/dg/sagemaker-algo-docker-registry-paths.html).
	// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/your-algorithms.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 (https://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 resource
	// algorithm to use for the training jobs that the tuning job launches.
	//
	// AlgorithmSpecification is a required field
	AlgorithmSpecification *HyperParameterAlgorithmSpecification `type:"structure" required:"true"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

	// The job definition name.
	DefinitionName *string `min:"1" type:"string"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// A Boolean indicating whether managed spot training is enabled (True) or not
	// (False).
	EnableManagedSpotTraining *bool `type:"boolean"`

	// 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 specified VPC, but the training container does not
	// have network access.
	EnableNetworkIsolation *bool `type:"boolean"`

	// 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.
	HyperParameterRanges *ParameterRanges `type:"structure"`

	// 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"`

	// Specifies a limit to how long a model hyperparameter training job can run.
	// It also specifies how long you are willing to wait for a managed spot training
	// job to complete. When the job reaches the a limit, Amazon SageMaker ends
	// the training job. Use this API to cap model training costs.
	//
	// StoppingCondition is a required field
	StoppingCondition *StoppingCondition `type:"structure" required:"true"`

	// 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.
	TuningObjective *HyperParameterTuningJobObjective `type:"structure"`

	// 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 (https://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) SetCheckpointConfig added in v1.23.5 

func (s *HyperParameterTrainingJobDefinition) SetCheckpointConfig(v *CheckpointConfig) *HyperParameterTrainingJobDefinition

SetCheckpointConfig sets the CheckpointConfig field's value.

func (*HyperParameterTrainingJobDefinition) SetDefinitionName added in v1.25.47 

func (s *HyperParameterTrainingJobDefinition) SetDefinitionName(v string) *HyperParameterTrainingJobDefinition

SetDefinitionName sets the DefinitionName field's value.

func (*HyperParameterTrainingJobDefinition) SetEnableInterContainerTrafficEncryption added in v1.16.17 

func (s *HyperParameterTrainingJobDefinition) SetEnableInterContainerTrafficEncryption(v bool) *HyperParameterTrainingJobDefinition

SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.

func (*HyperParameterTrainingJobDefinition) SetEnableManagedSpotTraining added in v1.23.5 

func (s *HyperParameterTrainingJobDefinition) SetEnableManagedSpotTraining(v bool) *HyperParameterTrainingJobDefinition

SetEnableManagedSpotTraining sets the EnableManagedSpotTraining 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) SetHyperParameterRanges added in v1.25.47 

func (s *HyperParameterTrainingJobDefinition) SetHyperParameterRanges(v *ParameterRanges) *HyperParameterTrainingJobDefinition

SetHyperParameterRanges sets the HyperParameterRanges 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) SetTuningObjective added in v1.25.47 

func (s *HyperParameterTrainingJobDefinition) SetTuningObjective(v *HyperParameterTuningJobObjective) *HyperParameterTrainingJobDefinition

SetTuningObjective sets the TuningObjective 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"`

	// Specifies 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"`

	// The training job definition name.
	TrainingJobDefinitionName *string `min:"1" type:"string"`

	// 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 HyperParameter tuning job that launched the 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) SetTrainingJobDefinitionName added in v1.25.47 

func (s *HyperParameterTrainingJobSummary) SetTrainingJobDefinitionName(v string) *HyperParameterTrainingJobSummary

SetTrainingJobDefinitionName sets the TrainingJobDefinitionName 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 *HyperParameterTuningJobObjective `type:"structure"`

	// The ParameterRanges object that specifies the ranges of hyperparameters that
	// this tuning job searches.
	ParameterRanges *ParameterRanges `type:"structure"`

	// 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 how hyperparameter tuning chooses the combinations of hyperparameter
	// values to use for the training job it launches. To use the Bayesian search
	// strategy, set this to Bayesian. To randomly search, set it to Random. For
	// information about search strategies, see How Hyperparameter Tuning Works
	// (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-how-it-works.html).
	//
	// Strategy is a required field
	Strategy *string `type:"string" required:"true" enum:"HyperParameterTuningJobStrategyType"`

	// Specifies whether to use early stopping for training jobs launched by the
	// hyperparameter tuning job. This can be one of the following values (the default
	// value is OFF):
	//
	// OFF
	//
	// Training jobs launched by the hyperparameter tuning job do not use early
	// stopping.
	//
	// AUTO
	//
	// Amazon SageMaker stops training jobs launched by the hyperparameter tuning
	// job when they are unlikely to perform better than previously completed training
	// jobs. For more information, see Stop Training Jobs Early (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-early-stopping.html).
	TrainingJobEarlyStoppingType *string `type:"string" enum:"TrainingJobEarlyStoppingType"`

	// The tuning job's completion criteria.
	TuningJobCompletionCriteria *TuningJobCompletionCriteria `type:"structure"`
	// 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) SetTrainingJobEarlyStoppingType added in v1.16.4 

func (s *HyperParameterTuningJobConfig) SetTrainingJobEarlyStoppingType(v string) *HyperParameterTuningJobConfig

SetTrainingJobEarlyStoppingType sets the TrainingJobEarlyStoppingType field's value.

func (*HyperParameterTuningJobConfig) SetTuningJobCompletionCriteria added in v1.25.47 

func (s *HyperParameterTuningJobConfig) SetTuningJobCompletionCriteria(v *TuningJobCompletionCriteria) *HyperParameterTuningJobConfig

SetTuningJobCompletionCriteria sets the TuningJobCompletionCriteria 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-warm-start.html).
	//
	// 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_ALGORITHM
	//
	// The 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_LEARNING
	//
	// The 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 ImageConfig added in v1.34.5 

type ImageConfig struct {

	// Set this to one of the following values:
	//
	//    * Platform - The model image is hosted in Amazon ECR.
	//
	//    * Vpc - The model image is hosted in a private Docker registry in your
	//    VPC.
	//
	// RepositoryAccessMode is a required field
	RepositoryAccessMode *string `type:"string" required:"true" enum:"RepositoryAccessMode"`
	// contains filtered or unexported fields
}

Specifies whether the model container is in Amazon ECR or a private Docker registry accessible from your Amazon Virtual Private Cloud (VPC).

func (ImageConfig) GoString added in v1.34.5 

func (s ImageConfig) GoString() string

GoString returns the string representation

func (*ImageConfig) SetRepositoryAccessMode added in v1.34.5 

func (s *ImageConfig) SetRepositoryAccessMode(v string) *ImageConfig

SetRepositoryAccessMode sets the RepositoryAccessMode field's value.

func (ImageConfig) String added in v1.34.5 

func (s ImageConfig) String() string

String returns the string representation

func (*ImageConfig) Validate added in v1.34.5 

func (s *ImageConfig) 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: You must specify the name and shape (NHWC format) of the
	//    expected data inputs using a dictionary format for your trained model.
	//    The dictionary formats required for the console and CLI are different.
	//    Examples for one input: If using the console, {"input":[1,1024,1024,3]}
	//    If using the CLI, {\"input\":[1,1024,1024,3]} Examples for two inputs:
	//    If using the console, {"data1": [1,28,28,1], "data2":[1,28,28,1]} If using
	//    the CLI, {\"data1\": [1,28,28,1], \"data2\":[1,28,28,1]}
	//
	//    * KERAS: You must specify the name and shape (NCHW format) of expected
	//    data inputs using a dictionary format for your trained model. Note that
	//    while Keras model artifacts should be uploaded in NHWC (channel-last)
	//    format, DataInputConfig should be specified in NCHW (channel-first) format.
	//    The dictionary formats required for the console and CLI are different.
	//    Examples for one input: If using the console, {"input_1":[1,3,224,224]}
	//    If using the CLI, {\"input_1\":[1,3,224,224]} Examples for two inputs:
	//    If using the console, {"input_1": [1,3,224,224], "input_2":[1,3,224,224]}
	//    If using the CLI, {\"input_1\": [1,3,224,224], \"input_2\":[1,3,224,224]}
	//
	//    * MXNET/ONNX: You must specify the name and shape (NCHW format) of the
	//    expected data inputs in order using a dictionary format for your trained
	//    model. The dictionary formats required for the console and CLI are different.
	//    Examples for one input: If using the console, {"data":[1,3,1024,1024]}
	//    If using the CLI, {\"data\":[1,3,1024,1024]} Examples for two inputs:
	//    If using the console, {"var1": [1,1,28,28], "var2":[1,1,28,28]} If using
	//    the CLI, {\"var1\": [1,1,28,28], \"var2\":[1,1,28,28]}
	//
	//    * PyTorch: You can either specify the name and shape (NCHW format) 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. The dictionary
	//    formats required for the console and CLI are different. The list formats
	//    for the console and CLI are the same. Examples for one input in dictionary
	//    format: If using the console, {"input0":[1,3,224,224]} If using the CLI,
	//    {\"input0\":[1,3,224,224]} Example for one input in list format: [[1,3,224,224]]
	//    Examples for two inputs in dictionary format: If using the console, {"input0":[1,3,224,224],
	//    "input1":[1,3,224,224]} If using the CLI, {\"input0\":[1,3,224,224], \"input1\":[1,3,224,224]}
	//    Example for 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"`

	// The scale that hyperparameter tuning uses to search the hyperparameter range.
	// For information about choosing a hyperparameter scale, see Hyperparameter
	// Scaling (https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning-define-ranges.html#scaling-type).
	// One of the following values:
	//
	// Auto
	//
	// Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
	//
	// Linear
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a linear scale.
	//
	// Logarithmic
	//
	// Hyperparameter tuning searches the values in the hyperparameter range by
	// using a logarithmic scale.
	//
	// Logarithmic scaling works only for ranges that have only values greater than
	// 0.
	ScalingType *string `type:"string" enum:"HyperParameterScalingType"`
	// 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) SetScalingType added in v1.18.3 

func (s *IntegerParameterRange) SetScalingType(v string) *IntegerParameterRange

SetScalingType sets the ScalingType 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 JupyterServerAppSettings added in v1.25.47 

type JupyterServerAppSettings struct {

	// The default instance type and the Amazon Resource Name (ARN) of the SageMaker
	// image created on the instance.
	DefaultResourceSpec *ResourceSpec `type:"structure"`
	// contains filtered or unexported fields
}

Jupyter server's app settings.

func (JupyterServerAppSettings) GoString added in v1.25.47 

func (s JupyterServerAppSettings) GoString() string

GoString returns the string representation

func (*JupyterServerAppSettings) SetDefaultResourceSpec added in v1.25.47 

func (s *JupyterServerAppSettings) SetDefaultResourceSpec(v *ResourceSpec) *JupyterServerAppSettings

SetDefaultResourceSpec sets the DefaultResourceSpec field's value.

func (JupyterServerAppSettings) String added in v1.25.47 

func (s JupyterServerAppSettings) String() string

String returns the string representation

type KernelGatewayAppSettings added in v1.25.47 

type KernelGatewayAppSettings struct {

	// The default instance type and the Amazon Resource Name (ARN) of the SageMaker
	// image created on the instance.
	DefaultResourceSpec *ResourceSpec `type:"structure"`
	// contains filtered or unexported fields
}

The kernel gateway app settings.

func (KernelGatewayAppSettings) GoString added in v1.25.47 

func (s KernelGatewayAppSettings) GoString() string

GoString returns the string representation

func (*KernelGatewayAppSettings) SetDefaultResourceSpec added in v1.25.47 

func (s *KernelGatewayAppSettings) SetDefaultResourceSpec(v *ResourceSpec) *KernelGatewayAppSettings

SetDefaultResourceSpec sets the DefaultResourceSpec field's value.

func (KernelGatewayAppSettings) String added in v1.25.47 

func (s KernelGatewayAppSettings) String() string

String returns the string representation

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 Ground Truth sends the Amazon Resource Name
	// (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
	//
	//    * Semantic Segmentation arn:aws:sagemaker:region:027400017018:labeling-job-algorithm-specification/semantic-segmentation
	//
	// 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 *LabelingJobS3DataSource `type:"structure"`

	// An Amazon SNS data source used for streaming labeling jobs.
	SnsDataSource *LabelingJobSnsDataSource `type:"structure"`
	// contains filtered or unexported fields
}

Provides information about the location of input data.

You must specify at least one of the following: S3DataSource or SnsDataSource.

Use SnsDataSource to specify an SNS input topic for a streaming labeling job. If you do not specify and SNS input topic ARN, Ground Truth will create a one-time labeling job.

Use S3DataSource to specify an input manifest file for both streaming and one-time labeling jobs. Adding an S3DataSource is optional if you use SnsDataSource to create a streaming labeling job.

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) SetSnsDataSource added in v1.34.24 

func (s *LabelingJobDataSource) SetSnsDataSource(v *LabelingJobSnsDataSource) *LabelingJobDataSource

SetSnsDataSource sets the SnsDataSource 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"`

	// The configured number of workers per data object.
	NumberOfHumanWorkersPerDataObject *int64 `min:"1" type:"integer"`

	// 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) SetNumberOfHumanWorkersPerDataObject added in v1.19.27 

func (s *LabelingJobForWorkteamSummary) SetNumberOfHumanWorkersPerDataObject(v int64) *LabelingJobForWorkteamSummary

SetNumberOfHumanWorkersPerDataObject sets the NumberOfHumanWorkersPerDataObject 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.
	//
	// If you use a KMS key ID or an alias of your master key, the Amazon SageMaker
	// execution role must include permissions to call kms:Encrypt. If you don't
	// provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon
	// S3 for your role's account. Amazon SageMaker uses server-side encryption
	// with KMS-managed keys for LabelingJobOutputConfig. If you use a bucket policy
	// with an s3:PutObject permission that only allows objects with server-side
	// encryption, set the condition key of s3:x-amz-server-side-encryption to "aws:kms".
	// 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 CreateLabelingJob 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 location to write output data.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`

	// An Amazon Simple Notification Service (Amazon SNS) output topic ARN.
	//
	// When workers complete labeling tasks, Ground Truth will send labeling task
	// output data to the SNS output topic you specify here.
	//
	// You must provide a value for this parameter if you provide an Amazon SNS
	// input topic in SnsDataSource in InputConfig.
	SnsTopicArn *string `type:"string"`
	// 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) SetSnsTopicArn added in v1.34.24 

func (s *LabelingJobOutputConfig) SetSnsTopicArn(v string) *LabelingJobOutputConfig

SetSnsTopicArn sets the SnsTopicArn 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 (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"`
	// 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 LabelingJobSnsDataSource added in v1.34.24 

type LabelingJobSnsDataSource struct {

	// The Amazon SNS input topic Amazon Resource Name (ARN). Specify the ARN of
	// the input topic you will use to send new data objects to a streaming labeling
	// job.
	//
	// If you specify an input topic for SnsTopicArn in InputConfig, you must specify
	// a value for SnsTopicArn in OutputConfig.
	//
	// SnsTopicArn is a required field
	SnsTopicArn *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

An Amazon SNS data source used for streaming labeling jobs.

func (LabelingJobSnsDataSource) GoString added in v1.34.24 

func (s LabelingJobSnsDataSource) GoString() string

GoString returns the string representation

func (*LabelingJobSnsDataSource) SetSnsTopicArn added in v1.34.24 

func (s *LabelingJobSnsDataSource) SetSnsTopicArn(v string) *LabelingJobSnsDataSource

SetSnsTopicArn sets the SnsTopicArn field's value.

func (LabelingJobSnsDataSource) String added in v1.34.24 

func (s LabelingJobSnsDataSource) String() string

String returns the string representation

func (*LabelingJobSnsDataSource) Validate added in v1.34.24 

func (s *LabelingJobSnsDataSource) 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.

Labeling jobs fail after 30 days with an appropriate client error message.

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 (https://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 ListAppsInput added in v1.25.47 

type ListAppsInput struct {

	// A parameter to search for the domain ID.
	DomainIdEquals *string `type:"string"`

	// Returns a list up to a specified limit.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous response was truncated, you will receive this token. Use
	// it in your next request to receive the next set of results.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is CreationTime.
	SortBy *string `type:"string" enum:"AppSortKey"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A parameter to search by user profile name.
	UserProfileNameEquals *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListAppsInput) GoString added in v1.25.47 

func (s ListAppsInput) GoString() string

GoString returns the string representation

func (*ListAppsInput) SetDomainIdEquals added in v1.25.47 

func (s *ListAppsInput) SetDomainIdEquals(v string) *ListAppsInput

SetDomainIdEquals sets the DomainIdEquals field's value.

func (*ListAppsInput) SetMaxResults added in v1.25.47 

func (s *ListAppsInput) SetMaxResults(v int64) *ListAppsInput

SetMaxResults sets the MaxResults field's value.

func (*ListAppsInput) SetNextToken added in v1.25.47 

func (s *ListAppsInput) SetNextToken(v string) *ListAppsInput

SetNextToken sets the NextToken field's value.

func (*ListAppsInput) SetSortBy added in v1.25.47 

func (s *ListAppsInput) SetSortBy(v string) *ListAppsInput

SetSortBy sets the SortBy field's value.

func (*ListAppsInput) SetSortOrder added in v1.25.47 

func (s *ListAppsInput) SetSortOrder(v string) *ListAppsInput

SetSortOrder sets the SortOrder field's value.

func (*ListAppsInput) SetUserProfileNameEquals added in v1.25.47 

func (s *ListAppsInput) SetUserProfileNameEquals(v string) *ListAppsInput

SetUserProfileNameEquals sets the UserProfileNameEquals field's value.

func (ListAppsInput) String added in v1.25.47 

func (s ListAppsInput) String() string

String returns the string representation

func (*ListAppsInput) Validate added in v1.25.47 

func (s *ListAppsInput) Validate() error

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

type ListAppsOutput added in v1.25.47 

type ListAppsOutput struct {

	// The list of apps.
	Apps []*AppDetails `type:"list"`

	// If the previous response was truncated, you will receive this token. Use
	// it in your next request to receive the next set of results.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListAppsOutput) GoString added in v1.25.47 

func (s ListAppsOutput) GoString() string

GoString returns the string representation

func (*ListAppsOutput) SetApps added in v1.25.47 

func (s *ListAppsOutput) SetApps(v []*AppDetails) *ListAppsOutput

SetApps sets the Apps field's value.

func (*ListAppsOutput) SetNextToken added in v1.25.47 

func (s *ListAppsOutput) SetNextToken(v string) *ListAppsOutput

SetNextToken sets the NextToken field's value.

func (ListAppsOutput) String added in v1.25.47 

func (s ListAppsOutput) String() string

String returns the string representation

type ListAutoMLJobsInput added in v1.25.47 

type ListAutoMLJobsInput struct {

	// Request a list of jobs, using a filter for time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// Request a list of jobs, using a filter for time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// Request a list of jobs, using a filter for time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// Request a list of jobs, using a filter for time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// Request a list of jobs up to a specified limit.
	MaxResults *int64 `min:"1" type:"integer"`

	// Request a list of jobs, using a search filter for name.
	NameContains *string `type:"string"`

	// If the previous response was truncated, you receive this token. Use it in
	// your next request to receive the next set of results.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is AutoMLJobName.
	SortBy *string `type:"string" enum:"AutoMLSortBy"`

	// The sort order for the results. The default is Descending.
	SortOrder *string `type:"string" enum:"AutoMLSortOrder"`

	// Request a list of jobs, using a filter for status.
	StatusEquals *string `type:"string" enum:"AutoMLJobStatus"`
	// contains filtered or unexported fields
}

func (ListAutoMLJobsInput) GoString added in v1.25.47 

func (s ListAutoMLJobsInput) GoString() string

GoString returns the string representation

func (*ListAutoMLJobsInput) SetCreationTimeAfter added in v1.25.47 

func (s *ListAutoMLJobsInput) SetCreationTimeAfter(v time.Time) *ListAutoMLJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListAutoMLJobsInput) SetCreationTimeBefore added in v1.25.47 

func (s *ListAutoMLJobsInput) SetCreationTimeBefore(v time.Time) *ListAutoMLJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListAutoMLJobsInput) SetLastModifiedTimeAfter added in v1.25.47 

func (s *ListAutoMLJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListAutoMLJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListAutoMLJobsInput) SetLastModifiedTimeBefore added in v1.25.47 

func (s *ListAutoMLJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListAutoMLJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListAutoMLJobsInput) SetMaxResults added in v1.25.47 

func (s *ListAutoMLJobsInput) SetMaxResults(v int64) *ListAutoMLJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListAutoMLJobsInput) SetNameContains added in v1.25.47 

func (s *ListAutoMLJobsInput) SetNameContains(v string) *ListAutoMLJobsInput

SetNameContains sets the NameContains field's value.

func (*ListAutoMLJobsInput) SetNextToken added in v1.25.47 

func (s *ListAutoMLJobsInput) SetNextToken(v string) *ListAutoMLJobsInput

SetNextToken sets the NextToken field's value.

func (*ListAutoMLJobsInput) SetSortBy added in v1.25.47 

func (s *ListAutoMLJobsInput) SetSortBy(v string) *ListAutoMLJobsInput

SetSortBy sets the SortBy field's value.

func (*ListAutoMLJobsInput) SetSortOrder added in v1.25.47 

func (s *ListAutoMLJobsInput) SetSortOrder(v string) *ListAutoMLJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListAutoMLJobsInput) SetStatusEquals added in v1.25.47 

func (s *ListAutoMLJobsInput) SetStatusEquals(v string) *ListAutoMLJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListAutoMLJobsInput) String added in v1.25.47 

func (s ListAutoMLJobsInput) String() string

String returns the string representation

func (*ListAutoMLJobsInput) Validate added in v1.25.47 

func (s *ListAutoMLJobsInput) Validate() error

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

type ListAutoMLJobsOutput added in v1.25.47 

type ListAutoMLJobsOutput struct {

	// Returns a summary list of jobs.
	//
	// AutoMLJobSummaries is a required field
	AutoMLJobSummaries []*AutoMLJobSummary `type:"list" required:"true"`

	// If the previous response was truncated, you receive this token. Use it in
	// your next request to receive the next set of results.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListAutoMLJobsOutput) GoString added in v1.25.47 

func (s ListAutoMLJobsOutput) GoString() string

GoString returns the string representation

func (*ListAutoMLJobsOutput) SetAutoMLJobSummaries added in v1.25.47 

func (s *ListAutoMLJobsOutput) SetAutoMLJobSummaries(v []*AutoMLJobSummary) *ListAutoMLJobsOutput

SetAutoMLJobSummaries sets the AutoMLJobSummaries field's value.

func (*ListAutoMLJobsOutput) SetNextToken added in v1.25.47 

func (s *ListAutoMLJobsOutput) SetNextToken(v string) *ListAutoMLJobsOutput

SetNextToken sets the NextToken field's value.

func (ListAutoMLJobsOutput) String added in v1.25.47 

func (s ListAutoMLJobsOutput) String() string

String returns the string representation

type ListCandidatesForAutoMLJobInput added in v1.25.47 

type ListCandidatesForAutoMLJobInput struct {

	// List the Candidates created for the job by providing the job's name.
	//
	// AutoMLJobName is a required field
	AutoMLJobName *string `min:"1" type:"string" required:"true"`

	// List the Candidates for the job and filter by candidate name.
	CandidateNameEquals *string `min:"1" type:"string"`

	// List the job's Candidates up to a specified limit.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous response was truncated, you receive this token. Use it in
	// your next request to receive the next set of results.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is Descending.
	SortBy *string `type:"string" enum:"CandidateSortBy"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"AutoMLSortOrder"`

	// List the Candidates for the job and filter by status.
	StatusEquals *string `type:"string" enum:"CandidateStatus"`
	// contains filtered or unexported fields
}

func (ListCandidatesForAutoMLJobInput) GoString added in v1.25.47 

func (s ListCandidatesForAutoMLJobInput) GoString() string

GoString returns the string representation

func (*ListCandidatesForAutoMLJobInput) SetAutoMLJobName added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetAutoMLJobName(v string) *ListCandidatesForAutoMLJobInput

SetAutoMLJobName sets the AutoMLJobName field's value.

func (*ListCandidatesForAutoMLJobInput) SetCandidateNameEquals added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetCandidateNameEquals(v string) *ListCandidatesForAutoMLJobInput

SetCandidateNameEquals sets the CandidateNameEquals field's value.

func (*ListCandidatesForAutoMLJobInput) SetMaxResults added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetMaxResults(v int64) *ListCandidatesForAutoMLJobInput

SetMaxResults sets the MaxResults field's value.

func (*ListCandidatesForAutoMLJobInput) SetNextToken added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetNextToken(v string) *ListCandidatesForAutoMLJobInput

SetNextToken sets the NextToken field's value.

func (*ListCandidatesForAutoMLJobInput) SetSortBy added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetSortBy(v string) *ListCandidatesForAutoMLJobInput

SetSortBy sets the SortBy field's value.

func (*ListCandidatesForAutoMLJobInput) SetSortOrder added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetSortOrder(v string) *ListCandidatesForAutoMLJobInput

SetSortOrder sets the SortOrder field's value.

func (*ListCandidatesForAutoMLJobInput) SetStatusEquals added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) SetStatusEquals(v string) *ListCandidatesForAutoMLJobInput

SetStatusEquals sets the StatusEquals field's value.

func (ListCandidatesForAutoMLJobInput) String added in v1.25.47 

func (s ListCandidatesForAutoMLJobInput) String() string

String returns the string representation

func (*ListCandidatesForAutoMLJobInput) Validate added in v1.25.47 

func (s *ListCandidatesForAutoMLJobInput) Validate() error

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

type ListCandidatesForAutoMLJobOutput added in v1.25.47 

type ListCandidatesForAutoMLJobOutput struct {

	// Summaries about the Candidates.
	//
	// Candidates is a required field
	Candidates []*AutoMLCandidate `type:"list" required:"true"`

	// If the previous response was truncated, you receive this token. Use it in
	// your next request to receive the next set of results.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListCandidatesForAutoMLJobOutput) GoString added in v1.25.47 

func (s ListCandidatesForAutoMLJobOutput) GoString() string

GoString returns the string representation

func (*ListCandidatesForAutoMLJobOutput) SetCandidates added in v1.25.47 

func (s *ListCandidatesForAutoMLJobOutput) SetCandidates(v []*AutoMLCandidate) *ListCandidatesForAutoMLJobOutput

SetCandidates sets the Candidates field's value.

func (*ListCandidatesForAutoMLJobOutput) SetNextToken added in v1.25.47 

func (s *ListCandidatesForAutoMLJobOutput) SetNextToken(v string) *ListCandidatesForAutoMLJobOutput

SetNextToken sets the NextToken field's value.

func (ListCandidatesForAutoMLJobOutput) String added in v1.25.47 

func (s ListCandidatesForAutoMLJobOutput) 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"`

	// The field by which to sort results. The default is CreationTime.
	SortBy *string `type:"string" enum:"ListCompilationJobsSortBy"`

	// The sort order for results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// 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) SetSortBy added in v1.16.9 

func (s *ListCompilationJobsInput) SetSortBy(v string) *ListCompilationJobsInput

SetSortBy sets the SortBy field's value.

func (*ListCompilationJobsInput) SetSortOrder added in v1.16.9 

func (s *ListCompilationJobsInput) SetSortOrder(v string) *ListCompilationJobsInput

SetSortOrder sets the SortOrder 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 ListDomainsInput added in v1.25.47 

type ListDomainsInput struct {

	// Returns a list up to a specified limit.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous response was truncated, you will receive this token. Use
	// it in your next request to receive the next set of results.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListDomainsInput) GoString added in v1.25.47 

func (s ListDomainsInput) GoString() string

GoString returns the string representation

func (*ListDomainsInput) SetMaxResults added in v1.25.47 

func (s *ListDomainsInput) SetMaxResults(v int64) *ListDomainsInput

SetMaxResults sets the MaxResults field's value.

func (*ListDomainsInput) SetNextToken added in v1.25.47 

func (s *ListDomainsInput) SetNextToken(v string) *ListDomainsInput

SetNextToken sets the NextToken field's value.

func (ListDomainsInput) String added in v1.25.47 

func (s ListDomainsInput) String() string

String returns the string representation

func (*ListDomainsInput) Validate added in v1.25.47 

func (s *ListDomainsInput) Validate() error

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

type ListDomainsOutput added in v1.25.47 

type ListDomainsOutput struct {

	// The list of domains.
	Domains []*DomainDetails `type:"list"`

	// If the previous response was truncated, you will receive this token. Use
	// it in your next request to receive the next set of results.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListDomainsOutput) GoString added in v1.25.47 

func (s ListDomainsOutput) GoString() string

GoString returns the string representation

func (*ListDomainsOutput) SetDomains added in v1.25.47 

func (s *ListDomainsOutput) SetDomains(v []*DomainDetails) *ListDomainsOutput

SetDomains sets the Domains field's value.

func (*ListDomainsOutput) SetNextToken added in v1.25.47 

func (s *ListDomainsOutput) SetNextToken(v string) *ListDomainsOutput

SetNextToken sets the NextToken field's value.

func (ListDomainsOutput) String added in v1.25.47 

func (s ListDomainsOutput) String() string

String returns the string representation

type ListEndpointConfigsInput 

type ListEndpointConfigsInput struct {

	// A filter that returns only endpoint configurations with a creation time greater
	// than or equal to 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 Descending.
	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 with a creation time greater than or
	// equal to 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 Descending.
	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 ListExperimentsInput added in v1.25.47 

type ListExperimentsInput struct {

	// A filter that returns only experiments created after the specified time.
	CreatedAfter *time.Time `type:"timestamp"`

	// A filter that returns only experiments created before the specified time.
	CreatedBefore *time.Time `type:"timestamp"`

	// The maximum number of experiments to return in the response. The default
	// value is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous call to ListExperiments didn't return the full set of experiments,
	// the call returns a token for getting the next set of experiments.
	NextToken *string `type:"string"`

	// The property used to sort results. The default value is CreationTime.
	SortBy *string `type:"string" enum:"SortExperimentsBy"`

	// The sort order. The default value is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListExperimentsInput) GoString added in v1.25.47 

func (s ListExperimentsInput) GoString() string

GoString returns the string representation

func (*ListExperimentsInput) SetCreatedAfter added in v1.25.47 

func (s *ListExperimentsInput) SetCreatedAfter(v time.Time) *ListExperimentsInput

SetCreatedAfter sets the CreatedAfter field's value.

func (*ListExperimentsInput) SetCreatedBefore added in v1.25.47 

func (s *ListExperimentsInput) SetCreatedBefore(v time.Time) *ListExperimentsInput

SetCreatedBefore sets the CreatedBefore field's value.

func (*ListExperimentsInput) SetMaxResults added in v1.25.47 

func (s *ListExperimentsInput) SetMaxResults(v int64) *ListExperimentsInput

SetMaxResults sets the MaxResults field's value.

func (*ListExperimentsInput) SetNextToken added in v1.25.47 

func (s *ListExperimentsInput) SetNextToken(v string) *ListExperimentsInput

SetNextToken sets the NextToken field's value.

func (*ListExperimentsInput) SetSortBy added in v1.25.47 

func (s *ListExperimentsInput) SetSortBy(v string) *ListExperimentsInput

SetSortBy sets the SortBy field's value.

func (*ListExperimentsInput) SetSortOrder added in v1.25.47 

func (s *ListExperimentsInput) SetSortOrder(v string) *ListExperimentsInput

SetSortOrder sets the SortOrder field's value.

func (ListExperimentsInput) String added in v1.25.47 

func (s ListExperimentsInput) String() string

String returns the string representation

func (*ListExperimentsInput) Validate added in v1.25.47 

func (s *ListExperimentsInput) Validate() error

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

type ListExperimentsOutput added in v1.25.47 

type ListExperimentsOutput struct {

	// A list of the summaries of your experiments.
	ExperimentSummaries []*ExperimentSummary `type:"list"`

	// A token for getting the next set of experiments, if there are any.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListExperimentsOutput) GoString added in v1.25.47 

func (s ListExperimentsOutput) GoString() string

GoString returns the string representation

func (*ListExperimentsOutput) SetExperimentSummaries added in v1.25.47 

func (s *ListExperimentsOutput) SetExperimentSummaries(v []*ExperimentSummary) *ListExperimentsOutput

SetExperimentSummaries sets the ExperimentSummaries field's value.

func (*ListExperimentsOutput) SetNextToken added in v1.25.47 

func (s *ListExperimentsOutput) SetNextToken(v string) *ListExperimentsOutput

SetNextToken sets the NextToken field's value.

func (ListExperimentsOutput) String added in v1.25.47 

func (s ListExperimentsOutput) String() string

String returns the string representation

type ListFlowDefinitionsInput added in v1.25.47 

type ListFlowDefinitionsInput struct {

	// A filter that returns only flow definitions with a creation time greater
	// than or equal to the specified timestamp.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only flow definitions that were created before the
	// specified timestamp.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The total number of items to return. If the total number of available items
	// is more than the value specified in MaxResults, then a NextToken will be
	// provided in the output that you can use to resume pagination.
	MaxResults *int64 `min:"1" type:"integer"`

	// A token to resume pagination.
	NextToken *string `type:"string"`

	// An optional value that specifies whether you want the results sorted in Ascending
	// or Descending order.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListFlowDefinitionsInput) GoString added in v1.25.47 

func (s ListFlowDefinitionsInput) GoString() string

GoString returns the string representation

func (*ListFlowDefinitionsInput) SetCreationTimeAfter added in v1.25.47 

func (s *ListFlowDefinitionsInput) SetCreationTimeAfter(v time.Time) *ListFlowDefinitionsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListFlowDefinitionsInput) SetCreationTimeBefore added in v1.25.47 

func (s *ListFlowDefinitionsInput) SetCreationTimeBefore(v time.Time) *ListFlowDefinitionsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListFlowDefinitionsInput) SetMaxResults added in v1.25.47 

func (s *ListFlowDefinitionsInput) SetMaxResults(v int64) *ListFlowDefinitionsInput

SetMaxResults sets the MaxResults field's value.

func (*ListFlowDefinitionsInput) SetNextToken added in v1.25.47 

func (s *ListFlowDefinitionsInput) SetNextToken(v string) *ListFlowDefinitionsInput

SetNextToken sets the NextToken field's value.

func (*ListFlowDefinitionsInput) SetSortOrder added in v1.25.47 

func (s *ListFlowDefinitionsInput) SetSortOrder(v string) *ListFlowDefinitionsInput

SetSortOrder sets the SortOrder field's value.

func (ListFlowDefinitionsInput) String added in v1.25.47 

func (s ListFlowDefinitionsInput) String() string

String returns the string representation

func (*ListFlowDefinitionsInput) Validate added in v1.25.47 

func (s *ListFlowDefinitionsInput) Validate() error

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

type ListFlowDefinitionsOutput added in v1.25.47 

type ListFlowDefinitionsOutput struct {

	// An array of objects describing the flow definitions.
	//
	// FlowDefinitionSummaries is a required field
	FlowDefinitionSummaries []*FlowDefinitionSummary `type:"list" required:"true"`

	// A token to resume pagination.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListFlowDefinitionsOutput) GoString added in v1.25.47 

func (s ListFlowDefinitionsOutput) GoString() string

GoString returns the string representation

func (*ListFlowDefinitionsOutput) SetFlowDefinitionSummaries added in v1.25.47 

func (s *ListFlowDefinitionsOutput) SetFlowDefinitionSummaries(v []*FlowDefinitionSummary) *ListFlowDefinitionsOutput

SetFlowDefinitionSummaries sets the FlowDefinitionSummaries field's value.

func (*ListFlowDefinitionsOutput) SetNextToken added in v1.25.47 

func (s *ListFlowDefinitionsOutput) SetNextToken(v string) *ListFlowDefinitionsOutput

SetNextToken sets the NextToken field's value.

func (ListFlowDefinitionsOutput) String added in v1.25.47 

func (s ListFlowDefinitionsOutput) String() string

String returns the string representation

type ListHumanTaskUisInput added in v1.25.47 

type ListHumanTaskUisInput struct {

	// A filter that returns only human task user interfaces with a creation time
	// greater than or equal to the specified timestamp.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only human task user interfaces that were created before
	// the specified timestamp.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// The total number of items to return. If the total number of available items
	// is more than the value specified in MaxResults, then a NextToken will be
	// provided in the output that you can use to resume pagination.
	MaxResults *int64 `min:"1" type:"integer"`

	// A token to resume pagination.
	NextToken *string `type:"string"`

	// An optional value that specifies whether you want the results sorted in Ascending
	// or Descending order.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListHumanTaskUisInput) GoString added in v1.25.47 

func (s ListHumanTaskUisInput) GoString() string

GoString returns the string representation

func (*ListHumanTaskUisInput) SetCreationTimeAfter added in v1.25.47 

func (s *ListHumanTaskUisInput) SetCreationTimeAfter(v time.Time) *ListHumanTaskUisInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListHumanTaskUisInput) SetCreationTimeBefore added in v1.25.47 

func (s *ListHumanTaskUisInput) SetCreationTimeBefore(v time.Time) *ListHumanTaskUisInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListHumanTaskUisInput) SetMaxResults added in v1.25.47 

func (s *ListHumanTaskUisInput) SetMaxResults(v int64) *ListHumanTaskUisInput

SetMaxResults sets the MaxResults field's value.

func (*ListHumanTaskUisInput) SetNextToken added in v1.25.47 

func (s *ListHumanTaskUisInput) SetNextToken(v string) *ListHumanTaskUisInput

SetNextToken sets the NextToken field's value.

func (*ListHumanTaskUisInput) SetSortOrder added in v1.25.47 

func (s *ListHumanTaskUisInput) SetSortOrder(v string) *ListHumanTaskUisInput

SetSortOrder sets the SortOrder field's value.

func (ListHumanTaskUisInput) String added in v1.25.47 

func (s ListHumanTaskUisInput) String() string

String returns the string representation

func (*ListHumanTaskUisInput) Validate added in v1.25.47 

func (s *ListHumanTaskUisInput) Validate() error

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

type ListHumanTaskUisOutput added in v1.25.47 

type ListHumanTaskUisOutput struct {

	// An array of objects describing the human task user interfaces.
	//
	// HumanTaskUiSummaries is a required field
	HumanTaskUiSummaries []*HumanTaskUiSummary `type:"list" required:"true"`

	// A token to resume pagination.
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListHumanTaskUisOutput) GoString added in v1.25.47 

func (s ListHumanTaskUisOutput) GoString() string

GoString returns the string representation

func (*ListHumanTaskUisOutput) SetHumanTaskUiSummaries added in v1.25.47 

func (s *ListHumanTaskUisOutput) SetHumanTaskUiSummaries(v []*HumanTaskUiSummary) *ListHumanTaskUisOutput

SetHumanTaskUiSummaries sets the HumanTaskUiSummaries field's value.

func (*ListHumanTaskUisOutput) SetNextToken added in v1.25.47 

func (s *ListHumanTaskUisOutput) SetNextToken(v string) *ListHumanTaskUisOutput

SetNextToken sets the NextToken field's value.

func (ListHumanTaskUisOutput) String added in v1.25.47 

func (s ListHumanTaskUisOutput) 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 with a creation time greater than or equal
	// to 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 Descending.
	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 ListMonitoringExecutionsInput added in v1.25.47 

type ListMonitoringExecutionsInput struct {

	// A filter that returns only jobs created after a specified time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only jobs created before a specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// Name of a specific endpoint to fetch jobs for.
	EndpointName *string `type:"string"`

	// A filter that returns only jobs modified before a specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only jobs modified after a specified time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of jobs to return in the response. The default value is
	// 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// Name of a specific schedule to fetch jobs for.
	MonitoringScheduleName *string `min:"1" type:"string"`

	// The token returned if the response is truncated. To retrieve the next set
	// of job executions, use it in the next request.
	NextToken *string `type:"string"`

	// Filter for jobs scheduled after a specified time.
	ScheduledTimeAfter *time.Time `type:"timestamp"`

	// Filter for jobs scheduled before a specified time.
	ScheduledTimeBefore *time.Time `type:"timestamp"`

	// Whether to sort results by Status, CreationTime, ScheduledTime field. The
	// default is CreationTime.
	SortBy *string `type:"string" enum:"MonitoringExecutionSortKey"`

	// Whether to sort the results in Ascending or Descending order. The default
	// is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that retrieves only jobs with a specific status.
	StatusEquals *string `type:"string" enum:"ExecutionStatus"`
	// contains filtered or unexported fields
}

func (ListMonitoringExecutionsInput) GoString added in v1.25.47 

func (s ListMonitoringExecutionsInput) GoString() string

GoString returns the string representation

func (*ListMonitoringExecutionsInput) SetCreationTimeAfter added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetCreationTimeAfter(v time.Time) *ListMonitoringExecutionsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListMonitoringExecutionsInput) SetCreationTimeBefore added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetCreationTimeBefore(v time.Time) *ListMonitoringExecutionsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListMonitoringExecutionsInput) SetEndpointName added in v1.25.47 

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

SetEndpointName sets the EndpointName field's value.

func (*ListMonitoringExecutionsInput) SetLastModifiedTimeAfter added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetLastModifiedTimeAfter(v time.Time) *ListMonitoringExecutionsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListMonitoringExecutionsInput) SetLastModifiedTimeBefore added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetLastModifiedTimeBefore(v time.Time) *ListMonitoringExecutionsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListMonitoringExecutionsInput) SetMaxResults added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetMaxResults(v int64) *ListMonitoringExecutionsInput

SetMaxResults sets the MaxResults field's value.

func (*ListMonitoringExecutionsInput) SetMonitoringScheduleName added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetMonitoringScheduleName(v string) *ListMonitoringExecutionsInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (*ListMonitoringExecutionsInput) SetNextToken added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetNextToken(v string) *ListMonitoringExecutionsInput

SetNextToken sets the NextToken field's value.

func (*ListMonitoringExecutionsInput) SetScheduledTimeAfter added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetScheduledTimeAfter(v time.Time) *ListMonitoringExecutionsInput

SetScheduledTimeAfter sets the ScheduledTimeAfter field's value.

func (*ListMonitoringExecutionsInput) SetScheduledTimeBefore added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetScheduledTimeBefore(v time.Time) *ListMonitoringExecutionsInput

SetScheduledTimeBefore sets the ScheduledTimeBefore field's value.

func (*ListMonitoringExecutionsInput) SetSortBy added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetSortBy(v string) *ListMonitoringExecutionsInput

SetSortBy sets the SortBy field's value.

func (*ListMonitoringExecutionsInput) SetSortOrder added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetSortOrder(v string) *ListMonitoringExecutionsInput

SetSortOrder sets the SortOrder field's value.

func (*ListMonitoringExecutionsInput) SetStatusEquals added in v1.25.47 

func (s *ListMonitoringExecutionsInput) SetStatusEquals(v string) *ListMonitoringExecutionsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListMonitoringExecutionsInput) String added in v1.25.47 

func (s ListMonitoringExecutionsInput) String() string

String returns the string representation

func (*ListMonitoringExecutionsInput) Validate added in v1.25.47 

func (s *ListMonitoringExecutionsInput) Validate() error

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

type ListMonitoringExecutionsOutput added in v1.25.47 

type ListMonitoringExecutionsOutput struct {

	// A JSON array in which each element is a summary for a monitoring execution.
	//
	// MonitoringExecutionSummaries is a required field
	MonitoringExecutionSummaries []*MonitoringExecutionSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of jobs, use it in the subsequent reques
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListMonitoringExecutionsOutput) GoString added in v1.25.47 

func (s ListMonitoringExecutionsOutput) GoString() string

GoString returns the string representation

func (*ListMonitoringExecutionsOutput) SetMonitoringExecutionSummaries added in v1.25.47 

func (s *ListMonitoringExecutionsOutput) SetMonitoringExecutionSummaries(v []*MonitoringExecutionSummary) *ListMonitoringExecutionsOutput

SetMonitoringExecutionSummaries sets the MonitoringExecutionSummaries field's value.

func (*ListMonitoringExecutionsOutput) SetNextToken added in v1.25.47 

func (s *ListMonitoringExecutionsOutput) SetNextToken(v string) *ListMonitoringExecutionsOutput

SetNextToken sets the NextToken field's value.

func (ListMonitoringExecutionsOutput) String added in v1.25.47 

func (s ListMonitoringExecutionsOutput) String() string

String returns the string representation

type ListMonitoringSchedulesInput added in v1.25.47 

type ListMonitoringSchedulesInput struct {

	// A filter that returns only monitoring schedules created after a specified
	// time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only monitoring schedules created before a specified
	// time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// Name of a specific endpoint to fetch schedules for.
	EndpointName *string `type:"string"`

	// A filter that returns only monitoring schedules modified after a specified
	// time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only monitoring schedules modified before a specified
	// time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of jobs to return in the response. The default value is
	// 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// Filter for monitoring schedules whose name contains a specified string.
	NameContains *string `type:"string"`

	// The token returned if the response is truncated. To retrieve the next set
	// of job executions, use it in the next request.
	NextToken *string `type:"string"`

	// Whether to sort results by Status, CreationTime, ScheduledTime field. The
	// default is CreationTime.
	SortBy *string `type:"string" enum:"MonitoringScheduleSortKey"`

	// Whether to sort the results in Ascending or Descending order. The default
	// is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only monitoring schedules modified before a specified
	// time.
	StatusEquals *string `type:"string" enum:"ScheduleStatus"`
	// contains filtered or unexported fields
}

func (ListMonitoringSchedulesInput) GoString added in v1.25.47 

func (s ListMonitoringSchedulesInput) GoString() string

GoString returns the string representation

func (*ListMonitoringSchedulesInput) SetCreationTimeAfter added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetCreationTimeAfter(v time.Time) *ListMonitoringSchedulesInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListMonitoringSchedulesInput) SetCreationTimeBefore added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetCreationTimeBefore(v time.Time) *ListMonitoringSchedulesInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListMonitoringSchedulesInput) SetEndpointName added in v1.25.47 

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

SetEndpointName sets the EndpointName field's value.

func (*ListMonitoringSchedulesInput) SetLastModifiedTimeAfter added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetLastModifiedTimeAfter(v time.Time) *ListMonitoringSchedulesInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListMonitoringSchedulesInput) SetLastModifiedTimeBefore added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetLastModifiedTimeBefore(v time.Time) *ListMonitoringSchedulesInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListMonitoringSchedulesInput) SetMaxResults added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetMaxResults(v int64) *ListMonitoringSchedulesInput

SetMaxResults sets the MaxResults field's value.

func (*ListMonitoringSchedulesInput) SetNameContains added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetNameContains(v string) *ListMonitoringSchedulesInput

SetNameContains sets the NameContains field's value.

func (*ListMonitoringSchedulesInput) SetNextToken added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetNextToken(v string) *ListMonitoringSchedulesInput

SetNextToken sets the NextToken field's value.

func (*ListMonitoringSchedulesInput) SetSortBy added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetSortBy(v string) *ListMonitoringSchedulesInput

SetSortBy sets the SortBy field's value.

func (*ListMonitoringSchedulesInput) SetSortOrder added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetSortOrder(v string) *ListMonitoringSchedulesInput

SetSortOrder sets the SortOrder field's value.

func (*ListMonitoringSchedulesInput) SetStatusEquals added in v1.25.47 

func (s *ListMonitoringSchedulesInput) SetStatusEquals(v string) *ListMonitoringSchedulesInput

SetStatusEquals sets the StatusEquals field's value.

func (ListMonitoringSchedulesInput) String added in v1.25.47 

func (s ListMonitoringSchedulesInput) String() string

String returns the string representation

func (*ListMonitoringSchedulesInput) Validate added in v1.25.47 

func (s *ListMonitoringSchedulesInput) Validate() error

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

type ListMonitoringSchedulesOutput added in v1.25.47 

type ListMonitoringSchedulesOutput struct {

	// A JSON array in which each element is a summary for a monitoring schedule.
	//
	// MonitoringScheduleSummaries is a required field
	MonitoringScheduleSummaries []*MonitoringScheduleSummary `type:"list" required:"true"`

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of jobs, use it in the subsequent reques
	NextToken *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListMonitoringSchedulesOutput) GoString added in v1.25.47 

func (s ListMonitoringSchedulesOutput) GoString() string

GoString returns the string representation

func (*ListMonitoringSchedulesOutput) SetMonitoringScheduleSummaries added in v1.25.47 

func (s *ListMonitoringSchedulesOutput) SetMonitoringScheduleSummaries(v []*MonitoringScheduleSummary) *ListMonitoringSchedulesOutput

SetMonitoringScheduleSummaries sets the MonitoringScheduleSummaries field's value.

func (*ListMonitoringSchedulesOutput) SetNextToken added in v1.25.47 

func (s *ListMonitoringSchedulesOutput) SetNextToken(v string) *ListMonitoringSchedulesOutput

SetNextToken sets the NextToken field's value.

func (ListMonitoringSchedulesOutput) String added in v1.25.47 

func (s ListMonitoringSchedulesOutput) 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 repository.
	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 ListProcessingJobsInput added in v1.25.47 

type ListProcessingJobsInput struct {

	// A filter that returns only processing jobs created after the specified time.
	CreationTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only processing jobs created after the specified time.
	CreationTimeBefore *time.Time `type:"timestamp"`

	// A filter that returns only processing jobs modified after the specified time.
	LastModifiedTimeAfter *time.Time `type:"timestamp"`

	// A filter that returns only processing jobs modified before the specified
	// time.
	LastModifiedTimeBefore *time.Time `type:"timestamp"`

	// The maximum number of processing jobs to return in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A string in the processing job name. This filter returns only processing
	// jobs whose name contains the specified string.
	NameContains *string `type:"string"`

	// If the result of the previous ListProcessingJobs request was truncated, the
	// response includes a NextToken. To retrieve the next set of processing 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 processing jobs with a specific status.
	StatusEquals *string `type:"string" enum:"ProcessingJobStatus"`
	// contains filtered or unexported fields
}

func (ListProcessingJobsInput) GoString added in v1.25.47 

func (s ListProcessingJobsInput) GoString() string

GoString returns the string representation

func (*ListProcessingJobsInput) SetCreationTimeAfter added in v1.25.47 

func (s *ListProcessingJobsInput) SetCreationTimeAfter(v time.Time) *ListProcessingJobsInput

SetCreationTimeAfter sets the CreationTimeAfter field's value.

func (*ListProcessingJobsInput) SetCreationTimeBefore added in v1.25.47 

func (s *ListProcessingJobsInput) SetCreationTimeBefore(v time.Time) *ListProcessingJobsInput

SetCreationTimeBefore sets the CreationTimeBefore field's value.

func (*ListProcessingJobsInput) SetLastModifiedTimeAfter added in v1.25.47 

func (s *ListProcessingJobsInput) SetLastModifiedTimeAfter(v time.Time) *ListProcessingJobsInput

SetLastModifiedTimeAfter sets the LastModifiedTimeAfter field's value.

func (*ListProcessingJobsInput) SetLastModifiedTimeBefore added in v1.25.47 

func (s *ListProcessingJobsInput) SetLastModifiedTimeBefore(v time.Time) *ListProcessingJobsInput

SetLastModifiedTimeBefore sets the LastModifiedTimeBefore field's value.

func (*ListProcessingJobsInput) SetMaxResults added in v1.25.47 

func (s *ListProcessingJobsInput) SetMaxResults(v int64) *ListProcessingJobsInput

SetMaxResults sets the MaxResults field's value.

func (*ListProcessingJobsInput) SetNameContains added in v1.25.47 

func (s *ListProcessingJobsInput) SetNameContains(v string) *ListProcessingJobsInput

SetNameContains sets the NameContains field's value.

func (*ListProcessingJobsInput) SetNextToken added in v1.25.47 

func (s *ListProcessingJobsInput) SetNextToken(v string) *ListProcessingJobsInput

SetNextToken sets the NextToken field's value.

func (*ListProcessingJobsInput) SetSortBy added in v1.25.47 

func (s *ListProcessingJobsInput) SetSortBy(v string) *ListProcessingJobsInput

SetSortBy sets the SortBy field's value.

func (*ListProcessingJobsInput) SetSortOrder added in v1.25.47 

func (s *ListProcessingJobsInput) SetSortOrder(v string) *ListProcessingJobsInput

SetSortOrder sets the SortOrder field's value.

func (*ListProcessingJobsInput) SetStatusEquals added in v1.25.47 

func (s *ListProcessingJobsInput) SetStatusEquals(v string) *ListProcessingJobsInput

SetStatusEquals sets the StatusEquals field's value.

func (ListProcessingJobsInput) String added in v1.25.47 

func (s ListProcessingJobsInput) String() string

String returns the string representation

func (*ListProcessingJobsInput) Validate added in v1.25.47 

func (s *ListProcessingJobsInput) Validate() error

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

type ListProcessingJobsOutput added in v1.25.47 

type ListProcessingJobsOutput struct {

	// If the response is truncated, Amazon SageMaker returns this token. To retrieve
	// the next set of processing jobs, use it in the subsequent request.
	NextToken *string `type:"string"`

	// An array of ProcessingJobSummary objects, each listing a processing job.
	//
	// ProcessingJobSummaries is a required field
	ProcessingJobSummaries []*ProcessingJobSummary `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListProcessingJobsOutput) GoString added in v1.25.47 

func (s ListProcessingJobsOutput) GoString() string

GoString returns the string representation

func (*ListProcessingJobsOutput) SetNextToken added in v1.25.47 

func (s *ListProcessingJobsOutput) SetNextToken(v string) *ListProcessingJobsOutput

SetNextToken sets the NextToken field's value.

func (*ListProcessingJobsOutput) SetProcessingJobSummaries added in v1.25.47 

func (s *ListProcessingJobsOutput) SetProcessingJobSummaries(v []*ProcessingJobSummary) *ListProcessingJobsOutput

SetProcessingJobSummaries sets the ProcessingJobSummaries field's value.

func (ListProcessingJobsOutput) String added in v1.25.47 

func (s ListProcessingJobsOutput) 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 ListTrialComponentsInput added in v1.25.47 

type ListTrialComponentsInput struct {

	// A filter that returns only components created after the specified time.
	CreatedAfter *time.Time `type:"timestamp"`

	// A filter that returns only components created before the specified time.
	CreatedBefore *time.Time `type:"timestamp"`

	// A filter that returns only components that are part of the specified experiment.
	// If you specify ExperimentName, you can't filter by SourceArn or TrialName.
	ExperimentName *string `min:"1" type:"string"`

	// The maximum number of components to return in the response. The default value
	// is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous call to ListTrialComponents didn't return the full set of
	// components, the call returns a token for getting the next set of components.
	NextToken *string `type:"string"`

	// The property used to sort results. The default value is CreationTime.
	SortBy *string `type:"string" enum:"SortTrialComponentsBy"`

	// The sort order. The default value is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only components that have the specified source Amazon
	// Resource Name (ARN). If you specify SourceArn, you can't filter by ExperimentName
	// or TrialName.
	SourceArn *string `type:"string"`

	// A filter that returns only components that are part of the specified trial.
	// If you specify TrialName, you can't filter by ExperimentName or SourceArn.
	TrialName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

func (ListTrialComponentsInput) GoString added in v1.25.47 

func (s ListTrialComponentsInput) GoString() string

GoString returns the string representation

func (*ListTrialComponentsInput) SetCreatedAfter added in v1.25.47 

func (s *ListTrialComponentsInput) SetCreatedAfter(v time.Time) *ListTrialComponentsInput

SetCreatedAfter sets the CreatedAfter field's value.

func (*ListTrialComponentsInput) SetCreatedBefore added in v1.25.47 

func (s *ListTrialComponentsInput) SetCreatedBefore(v time.Time) *ListTrialComponentsInput

SetCreatedBefore sets the CreatedBefore field's value.

func (*ListTrialComponentsInput) SetExperimentName added in v1.28.0 

func (s *ListTrialComponentsInput) SetExperimentName(v string) *ListTrialComponentsInput

SetExperimentName sets the ExperimentName field's value.

func (*ListTrialComponentsInput) SetMaxResults added in v1.25.47 

func (s *ListTrialComponentsInput) SetMaxResults(v int64) *ListTrialComponentsInput

SetMaxResults sets the MaxResults field's value.

func (*ListTrialComponentsInput) SetNextToken added in v1.25.47 

func (s *ListTrialComponentsInput) SetNextToken(v string) *ListTrialComponentsInput

SetNextToken sets the NextToken field's value.

func (*ListTrialComponentsInput) SetSortBy added in v1.25.47 

func (s *ListTrialComponentsInput) SetSortBy(v string) *ListTrialComponentsInput

SetSortBy sets the SortBy field's value.

func (*ListTrialComponentsInput) SetSortOrder added in v1.25.47 

func (s *ListTrialComponentsInput) SetSortOrder(v string) *ListTrialComponentsInput

SetSortOrder sets the SortOrder field's value.

func (*ListTrialComponentsInput) SetSourceArn added in v1.25.47 

func (s *ListTrialComponentsInput) SetSourceArn(v string) *ListTrialComponentsInput

SetSourceArn sets the SourceArn field's value.

func (*ListTrialComponentsInput) SetTrialName added in v1.28.0 

func (s *ListTrialComponentsInput) SetTrialName(v string) *ListTrialComponentsInput

SetTrialName sets the TrialName field's value.

func (ListTrialComponentsInput) String added in v1.25.47 

func (s ListTrialComponentsInput) String() string

String returns the string representation

func (*ListTrialComponentsInput) Validate added in v1.25.47 

func (s *ListTrialComponentsInput) Validate() error

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

type ListTrialComponentsOutput added in v1.25.47 

type ListTrialComponentsOutput struct {

	// A token for getting the next set of components, if there are any.
	NextToken *string `type:"string"`

	// A list of the summaries of your trial components.
	TrialComponentSummaries []*TrialComponentSummary `type:"list"`
	// contains filtered or unexported fields
}

func (ListTrialComponentsOutput) GoString added in v1.25.47 

func (s ListTrialComponentsOutput) GoString() string

GoString returns the string representation

func (*ListTrialComponentsOutput) SetNextToken added in v1.25.47 

func (s *ListTrialComponentsOutput) SetNextToken(v string) *ListTrialComponentsOutput

SetNextToken sets the NextToken field's value.

func (*ListTrialComponentsOutput) SetTrialComponentSummaries added in v1.25.47 

func (s *ListTrialComponentsOutput) SetTrialComponentSummaries(v []*TrialComponentSummary) *ListTrialComponentsOutput

SetTrialComponentSummaries sets the TrialComponentSummaries field's value.

func (ListTrialComponentsOutput) String added in v1.25.47 

func (s ListTrialComponentsOutput) String() string

String returns the string representation

type ListTrialsInput added in v1.25.47 

type ListTrialsInput struct {

	// A filter that returns only trials created after the specified time.
	CreatedAfter *time.Time `type:"timestamp"`

	// A filter that returns only trials created before the specified time.
	CreatedBefore *time.Time `type:"timestamp"`

	// A filter that returns only trials that are part of the specified experiment.
	ExperimentName *string `min:"1" type:"string"`

	// The maximum number of trials to return in the response. The default value
	// is 10.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous call to ListTrials didn't return the full set of trials,
	// the call returns a token for getting the next set of trials.
	NextToken *string `type:"string"`

	// The property used to sort results. The default value is CreationTime.
	SortBy *string `type:"string" enum:"SortTrialsBy"`

	// The sort order. The default value is Descending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A filter that returns only trials that are associated with the specified
	// trial component.
	TrialComponentName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

func (ListTrialsInput) GoString added in v1.25.47 

func (s ListTrialsInput) GoString() string

GoString returns the string representation

func (*ListTrialsInput) SetCreatedAfter added in v1.25.47 

func (s *ListTrialsInput) SetCreatedAfter(v time.Time) *ListTrialsInput

SetCreatedAfter sets the CreatedAfter field's value.

func (*ListTrialsInput) SetCreatedBefore added in v1.25.47 

func (s *ListTrialsInput) SetCreatedBefore(v time.Time) *ListTrialsInput

SetCreatedBefore sets the CreatedBefore field's value.

func (*ListTrialsInput) SetExperimentName added in v1.25.47 

func (s *ListTrialsInput) SetExperimentName(v string) *ListTrialsInput

SetExperimentName sets the ExperimentName field's value.

func (*ListTrialsInput) SetMaxResults added in v1.25.47 

func (s *ListTrialsInput) SetMaxResults(v int64) *ListTrialsInput

SetMaxResults sets the MaxResults field's value.

func (*ListTrialsInput) SetNextToken added in v1.25.47 

func (s *ListTrialsInput) SetNextToken(v string) *ListTrialsInput

SetNextToken sets the NextToken field's value.

func (*ListTrialsInput) SetSortBy added in v1.25.47 

func (s *ListTrialsInput) SetSortBy(v string) *ListTrialsInput

SetSortBy sets the SortBy field's value.

func (*ListTrialsInput) SetSortOrder added in v1.25.47 

func (s *ListTrialsInput) SetSortOrder(v string) *ListTrialsInput

SetSortOrder sets the SortOrder field's value.

func (*ListTrialsInput) SetTrialComponentName added in v1.29.11 

func (s *ListTrialsInput) SetTrialComponentName(v string) *ListTrialsInput

SetTrialComponentName sets the TrialComponentName field's value.

func (ListTrialsInput) String added in v1.25.47 

func (s ListTrialsInput) String() string

String returns the string representation

func (*ListTrialsInput) Validate added in v1.25.47 

func (s *ListTrialsInput) Validate() error

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

type ListTrialsOutput added in v1.25.47 

type ListTrialsOutput struct {

	// A token for getting the next set of trials, if there are any.
	NextToken *string `type:"string"`

	// A list of the summaries of your trials.
	TrialSummaries []*TrialSummary `type:"list"`
	// contains filtered or unexported fields
}

func (ListTrialsOutput) GoString added in v1.25.47 

func (s ListTrialsOutput) GoString() string

GoString returns the string representation

func (*ListTrialsOutput) SetNextToken added in v1.25.47 

func (s *ListTrialsOutput) SetNextToken(v string) *ListTrialsOutput

SetNextToken sets the NextToken field's value.

func (*ListTrialsOutput) SetTrialSummaries added in v1.25.47 

func (s *ListTrialsOutput) SetTrialSummaries(v []*TrialSummary) *ListTrialsOutput

SetTrialSummaries sets the TrialSummaries field's value.

func (ListTrialsOutput) String added in v1.25.47 

func (s ListTrialsOutput) String() string

String returns the string representation

type ListUserProfilesInput added in v1.25.47 

type ListUserProfilesInput struct {

	// A parameter by which to filter the results.
	DomainIdEquals *string `type:"string"`

	// Returns a list up to a specified limit.
	MaxResults *int64 `min:"1" type:"integer"`

	// If the previous response was truncated, you will receive this token. Use
	// it in your next request to receive the next set of results.
	NextToken *string `type:"string"`

	// The parameter by which to sort the results. The default is CreationTime.
	SortBy *string `type:"string" enum:"UserProfileSortKey"`

	// The sort order for the results. The default is Ascending.
	SortOrder *string `type:"string" enum:"SortOrder"`

	// A parameter by which to filter the results.
	UserProfileNameContains *string `type:"string"`
	// contains filtered or unexported fields
}

func (ListUserProfilesInput) GoString added in v1.25.47 

func (s ListUserProfilesInput) GoString() string

GoString returns the string representation

func (*ListUserProfilesInput) SetDomainIdEquals added in v1.25.47 

func (s *ListUserProfilesInput) SetDomainIdEquals(v string) *ListUserProfilesInput

SetDomainIdEquals sets the DomainIdEquals field's value.

func (*ListUserProfilesInput) SetMaxResults added in v1.25.47 

func (s *ListUserProfilesInput) SetMaxResults(v int64) *ListUserProfilesInput

SetMaxResults sets the MaxResults field's value.

func (*ListUserProfilesInput) SetNextToken added in v1.25.47 

func (s *ListUserProfilesInput) SetNextToken(v string) *ListUserProfilesInput

SetNextToken sets the NextToken field's value.

func (*ListUserProfilesInput) SetSortBy added in v1.25.47 

func (s *ListUserProfilesInput) SetSortBy(v string) *ListUserProfilesInput

SetSortBy sets the SortBy field's value.

func (*ListUserProfilesInput) SetSortOrder added in v1.25.47 

func (s *ListUserProfilesInput) SetSortOrder(v string) *ListUserProfilesInput

SetSortOrder sets the SortOrder field's value.

func (*ListUserProfilesInput) SetUserProfileNameContains added in v1.25.47 

func (s *ListUserProfilesInput) SetUserProfileNameContains(v string) *ListUserProfilesInput

SetUserProfileNameContains sets the UserProfileNameContains field's value.

func (ListUserProfilesInput) String added in v1.25.47 

func (s ListUserProfilesInput) String() string

String returns the string representation

func (*ListUserProfilesInput) Validate added in v1.25.47 

func (s *ListUserProfilesInput) Validate() error

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

type ListUserProfilesOutput added in v1.25.47 

type ListUserProfilesOutput struct {

	// If the previous response was truncated, you will receive this token. Use
	// it in your next request to receive the next set of results.
	NextToken *string `type:"string"`

	// The list of user profiles.
	UserProfiles []*UserProfileDetails `type:"list"`
	// contains filtered or unexported fields
}

func (ListUserProfilesOutput) GoString added in v1.25.47 

func (s ListUserProfilesOutput) GoString() string

GoString returns the string representation

func (*ListUserProfilesOutput) SetNextToken added in v1.25.47 

func (s *ListUserProfilesOutput) SetNextToken(v string) *ListUserProfilesOutput

SetNextToken sets the NextToken field's value.

func (*ListUserProfilesOutput) SetUserProfiles added in v1.25.47 

func (s *ListUserProfilesOutput) SetUserProfiles(v []*UserProfileDetails) *ListUserProfilesOutput

SetUserProfiles sets the UserProfiles field's value.

func (ListUserProfilesOutput) String added in v1.25.47 

func (s ListUserProfilesOutput) String() string

String returns the string representation

type ListWorkforcesInput added in v1.33.12 

type ListWorkforcesInput struct {

	// The maximum number of workforces returned in the response.
	MaxResults *int64 `min:"1" type:"integer"`

	// A filter you can use to search for workforces using part of the workforce
	// name.
	NameContains *string `min:"1" type:"string"`

	// A token to resume pagination.
	NextToken *string `type:"string"`

	// Sort workforces using the workforce name or creation date.
	SortBy *string `type:"string" enum:"ListWorkforcesSortByOptions"`

	// Sort workforces in ascending or descending order.
	SortOrder *string `type:"string" enum:"SortOrder"`
	// contains filtered or unexported fields
}

func (ListWorkforcesInput) GoString added in v1.33.12 

func (s ListWorkforcesInput) GoString() string

GoString returns the string representation

func (*ListWorkforcesInput) SetMaxResults added in v1.33.12 

func (s *ListWorkforcesInput) SetMaxResults(v int64) *ListWorkforcesInput

SetMaxResults sets the MaxResults field's value.

func (*ListWorkforcesInput) SetNameContains added in v1.33.12 

func (s *ListWorkforcesInput) SetNameContains(v string) *ListWorkforcesInput

SetNameContains sets the NameContains field's value.

func (*ListWorkforcesInput) SetNextToken added in v1.33.12 

func (s *ListWorkforcesInput) SetNextToken(v string) *ListWorkforcesInput

SetNextToken sets the NextToken field's value.

func (*ListWorkforcesInput) SetSortBy added in v1.33.12 

func (s *ListWorkforcesInput) SetSortBy(v string) *ListWorkforcesInput

SetSortBy sets the SortBy field's value.

func (*ListWorkforcesInput) SetSortOrder added in v1.33.12 

func (s *ListWorkforcesInput) SetSortOrder(v string) *ListWorkforcesInput

SetSortOrder sets the SortOrder field's value.

func (ListWorkforcesInput) String added in v1.33.12 

func (s ListWorkforcesInput) String() string

String returns the string representation

func (*ListWorkforcesInput) Validate added in v1.33.12 

func (s *ListWorkforcesInput) Validate() error

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

type ListWorkforcesOutput added in v1.33.12 

type ListWorkforcesOutput struct {

	// A token to resume pagination.
	NextToken *string `type:"string"`

	// A list containing information about your workforce.
	//
	// Workforces is a required field
	Workforces []*Workforce `type:"list" required:"true"`
	// contains filtered or unexported fields
}

func (ListWorkforcesOutput) GoString added in v1.33.12 

func (s ListWorkforcesOutput) GoString() string

GoString returns the string representation

func (*ListWorkforcesOutput) SetNextToken added in v1.33.12 

func (s *ListWorkforcesOutput) SetNextToken(v string) *ListWorkforcesOutput

SetNextToken sets the NextToken field's value.

func (*ListWorkforcesOutput) SetWorkforces added in v1.33.12 

func (s *ListWorkforcesOutput) SetWorkforces(v []*Workforce) *ListWorkforcesOutput

SetWorkforces sets the Workforces field's value.

func (ListWorkforcesOutput) String added in v1.33.12 

func (s ListWorkforcesOutput) 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"`

	// A list user groups that exist in your OIDC Identity Provider (IdP). One to
	// ten groups can be used to create a single private work team. When you add
	// a user group to the list of Groups, you can add that user group to one or
	// more private work teams. If you add a user group to a private work team,
	// all workers in that user group are added to the work team.
	OidcMemberDefinition *OidcMemberDefinition `type:"structure"`
	// contains filtered or unexported fields
}

Defines an Amazon Cognito or your own OIDC IdP 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) SetOidcMemberDefinition added in v1.33.12 

func (s *MemberDefinition) SetOidcMemberDefinition(v *OidcMemberDefinition) *MemberDefinition

SetOidcMemberDefinition sets the OidcMemberDefinition 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 (https://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.

Model artifacts are the output that results from training a model, and typically consist of trained parameters, a model defintion that desribes how to compute inferences, and other metadata.

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 ModelClientConfig added in v1.32.11 

type ModelClientConfig struct {

	// The maximum number of retries when invocation requests are failing.
	InvocationsMaxRetries *int64 `type:"integer"`

	// The timeout value in seconds for an invocation request.
	InvocationsTimeoutInSeconds *int64 `min:"1" type:"integer"`
	// contains filtered or unexported fields
}

Configures the timeout and maximum number of retries for processing a transform job invocation.

func (ModelClientConfig) GoString added in v1.32.11 

func (s ModelClientConfig) GoString() string

GoString returns the string representation

func (*ModelClientConfig) SetInvocationsMaxRetries added in v1.32.11 

func (s *ModelClientConfig) SetInvocationsMaxRetries(v int64) *ModelClientConfig

SetInvocationsMaxRetries sets the InvocationsMaxRetries field's value.

func (*ModelClientConfig) SetInvocationsTimeoutInSeconds added in v1.32.11 

func (s *ModelClientConfig) SetInvocationsTimeoutInSeconds(v int64) *ModelClientConfig

SetInvocationsTimeoutInSeconds sets the InvocationsTimeoutInSeconds field's value.

func (ModelClientConfig) String added in v1.32.11 

func (s ModelClientConfig) String() string

String returns the string representation

func (*ModelClientConfig) Validate added in v1.32.11 

func (s *ModelClientConfig) Validate() error

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

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 (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 (https://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 AWS Marketplace product 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 validation status 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 {

	// if the overall status is Failed, the reason for the failure.
	FailureReason *string `type:"string"`

	// The name of the model package for which the overall status is being reported.
	//
	// 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 description of 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 the 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 MonitoringAppSpecification added in v1.25.47 

type MonitoringAppSpecification struct {

	// An array of arguments for the container used to run the monitoring job.
	ContainerArguments []*string `min:"1" type:"list"`

	// Specifies the entrypoint for a container used to run the monitoring job.
	ContainerEntrypoint []*string `min:"1" type:"list"`

	// The container image to be run by the monitoring job.
	//
	// ImageUri is a required field
	ImageUri *string `type:"string" required:"true"`

	// An Amazon S3 URI to a script that is called after analysis has been performed.
	// Applicable only for the built-in (first party) containers.
	PostAnalyticsProcessorSourceUri *string `type:"string"`

	// An Amazon S3 URI to a script that is called per row prior to running analysis.
	// It can base64 decode the payload and convert it into a flatted json so that
	// the built-in container can use the converted data. Applicable only for the
	// built-in (first party) containers.
	RecordPreprocessorSourceUri *string `type:"string"`
	// contains filtered or unexported fields
}

Container image configuration object for the monitoring job.

func (MonitoringAppSpecification) GoString added in v1.25.47 

func (s MonitoringAppSpecification) GoString() string

GoString returns the string representation

func (*MonitoringAppSpecification) SetContainerArguments added in v1.25.47 

func (s *MonitoringAppSpecification) SetContainerArguments(v []*string) *MonitoringAppSpecification

SetContainerArguments sets the ContainerArguments field's value.

func (*MonitoringAppSpecification) SetContainerEntrypoint added in v1.25.47 

func (s *MonitoringAppSpecification) SetContainerEntrypoint(v []*string) *MonitoringAppSpecification

SetContainerEntrypoint sets the ContainerEntrypoint field's value.

func (*MonitoringAppSpecification) SetImageUri added in v1.25.47 

func (s *MonitoringAppSpecification) SetImageUri(v string) *MonitoringAppSpecification

SetImageUri sets the ImageUri field's value.

func (*MonitoringAppSpecification) SetPostAnalyticsProcessorSourceUri added in v1.25.47 

func (s *MonitoringAppSpecification) SetPostAnalyticsProcessorSourceUri(v string) *MonitoringAppSpecification

SetPostAnalyticsProcessorSourceUri sets the PostAnalyticsProcessorSourceUri field's value.

func (*MonitoringAppSpecification) SetRecordPreprocessorSourceUri added in v1.25.47 

func (s *MonitoringAppSpecification) SetRecordPreprocessorSourceUri(v string) *MonitoringAppSpecification

SetRecordPreprocessorSourceUri sets the RecordPreprocessorSourceUri field's value.

func (MonitoringAppSpecification) String added in v1.25.47 

func (s MonitoringAppSpecification) String() string

String returns the string representation

func (*MonitoringAppSpecification) Validate added in v1.25.47 

func (s *MonitoringAppSpecification) Validate() error

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

type MonitoringBaselineConfig added in v1.25.47 

type MonitoringBaselineConfig struct {

	// The baseline constraint file in Amazon S3 that the current monitoring job
	// should validated against.
	ConstraintsResource *MonitoringConstraintsResource `type:"structure"`

	// The baseline statistics file in Amazon S3 that the current monitoring job
	// should be validated against.
	StatisticsResource *MonitoringStatisticsResource `type:"structure"`
	// contains filtered or unexported fields
}

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

func (MonitoringBaselineConfig) GoString added in v1.25.47 

func (s MonitoringBaselineConfig) GoString() string

GoString returns the string representation

func (*MonitoringBaselineConfig) SetConstraintsResource added in v1.25.47 

func (s *MonitoringBaselineConfig) SetConstraintsResource(v *MonitoringConstraintsResource) *MonitoringBaselineConfig

SetConstraintsResource sets the ConstraintsResource field's value.

func (*MonitoringBaselineConfig) SetStatisticsResource added in v1.25.47 

func (s *MonitoringBaselineConfig) SetStatisticsResource(v *MonitoringStatisticsResource) *MonitoringBaselineConfig

SetStatisticsResource sets the StatisticsResource field's value.

func (MonitoringBaselineConfig) String added in v1.25.47 

func (s MonitoringBaselineConfig) String() string

String returns the string representation

type MonitoringClusterConfig added in v1.25.47 

type MonitoringClusterConfig struct {

	// The number of ML compute instances to use in the model monitoring job. For
	// distributed processing jobs, specify 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 processing job.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"ProcessingInstanceType"`

	// 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 model monitoring job.
	VolumeKmsKeyId *string `type:"string"`

	// The size of the ML storage volume, in gigabytes, that you want to provision.
	// You must specify sufficient ML storage for your scenario.
	//
	// VolumeSizeInGB is a required field
	VolumeSizeInGB *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

Configuration for the cluster used to run model monitoring jobs.

func (MonitoringClusterConfig) GoString added in v1.25.47 

func (s MonitoringClusterConfig) GoString() string

GoString returns the string representation

func (*MonitoringClusterConfig) SetInstanceCount added in v1.25.47 

func (s *MonitoringClusterConfig) SetInstanceCount(v int64) *MonitoringClusterConfig

SetInstanceCount sets the InstanceCount field's value.

func (*MonitoringClusterConfig) SetInstanceType added in v1.25.47 

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

SetInstanceType sets the InstanceType field's value.

func (*MonitoringClusterConfig) SetVolumeKmsKeyId added in v1.25.47 

func (s *MonitoringClusterConfig) SetVolumeKmsKeyId(v string) *MonitoringClusterConfig

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (*MonitoringClusterConfig) SetVolumeSizeInGB added in v1.25.47 

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

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (MonitoringClusterConfig) String added in v1.25.47 

func (s MonitoringClusterConfig) String() string

String returns the string representation

func (*MonitoringClusterConfig) Validate added in v1.25.47 

func (s *MonitoringClusterConfig) Validate() error

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

type MonitoringConstraintsResource added in v1.25.47 

type MonitoringConstraintsResource struct {

	// The Amazon S3 URI for the constraints resource.
	S3Uri *string `type:"string"`
	// contains filtered or unexported fields
}

The constraints resource for a monitoring job.

func (MonitoringConstraintsResource) GoString added in v1.25.47 

func (s MonitoringConstraintsResource) GoString() string

GoString returns the string representation

func (*MonitoringConstraintsResource) SetS3Uri added in v1.25.47 

func (s *MonitoringConstraintsResource) SetS3Uri(v string) *MonitoringConstraintsResource

SetS3Uri sets the S3Uri field's value.

func (MonitoringConstraintsResource) String added in v1.25.47 

func (s MonitoringConstraintsResource) String() string

String returns the string representation

type MonitoringExecutionSummary added in v1.25.47 

type MonitoringExecutionSummary struct {

	// The time at which the monitoring job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The name of teh endpoint used to run the monitoring job.
	EndpointName *string `type:"string"`

	// Contains the reason a monitoring job failed, if it failed.
	FailureReason *string `type:"string"`

	// A timestamp that indicates the last time the monitoring job was modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// The status of the monitoring job.
	//
	// MonitoringExecutionStatus is a required field
	MonitoringExecutionStatus *string `type:"string" required:"true" enum:"ExecutionStatus"`

	// The name of the monitoring schedule.
	//
	// MonitoringScheduleName is a required field
	MonitoringScheduleName *string `min:"1" type:"string" required:"true"`

	// The Amazon Resource Name (ARN) of the monitoring job.
	ProcessingJobArn *string `type:"string"`

	// The time the monitoring job was scheduled.
	//
	// ScheduledTime is a required field
	ScheduledTime *time.Time `type:"timestamp" required:"true"`
	// contains filtered or unexported fields
}

Summary of information about the last monitoring job to run.

func (MonitoringExecutionSummary) GoString added in v1.25.47 

func (s MonitoringExecutionSummary) GoString() string

GoString returns the string representation

func (*MonitoringExecutionSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*MonitoringExecutionSummary) SetEndpointName added in v1.25.47 

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

SetEndpointName sets the EndpointName field's value.

func (*MonitoringExecutionSummary) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*MonitoringExecutionSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*MonitoringExecutionSummary) SetMonitoringExecutionStatus added in v1.25.47 

func (s *MonitoringExecutionSummary) SetMonitoringExecutionStatus(v string) *MonitoringExecutionSummary

SetMonitoringExecutionStatus sets the MonitoringExecutionStatus field's value.

func (*MonitoringExecutionSummary) SetMonitoringScheduleName added in v1.25.47 

func (s *MonitoringExecutionSummary) SetMonitoringScheduleName(v string) *MonitoringExecutionSummary

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (*MonitoringExecutionSummary) SetProcessingJobArn added in v1.25.47 

func (s *MonitoringExecutionSummary) SetProcessingJobArn(v string) *MonitoringExecutionSummary

SetProcessingJobArn sets the ProcessingJobArn field's value.

func (*MonitoringExecutionSummary) SetScheduledTime added in v1.25.47 

func (s *MonitoringExecutionSummary) SetScheduledTime(v time.Time) *MonitoringExecutionSummary

SetScheduledTime sets the ScheduledTime field's value.

func (MonitoringExecutionSummary) String added in v1.25.47 

func (s MonitoringExecutionSummary) String() string

String returns the string representation

type MonitoringInput added in v1.25.47 

type MonitoringInput struct {

	// The endpoint for a monitoring job.
	//
	// EndpointInput is a required field
	EndpointInput *EndpointInput `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

The inputs for a monitoring job.

func (MonitoringInput) GoString added in v1.25.47 

func (s MonitoringInput) GoString() string

GoString returns the string representation

func (*MonitoringInput) SetEndpointInput added in v1.25.47 

func (s *MonitoringInput) SetEndpointInput(v *EndpointInput) *MonitoringInput

SetEndpointInput sets the EndpointInput field's value.

func (MonitoringInput) String added in v1.25.47 

func (s MonitoringInput) String() string

String returns the string representation

func (*MonitoringInput) Validate added in v1.25.47 

func (s *MonitoringInput) Validate() error

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

type MonitoringJobDefinition added in v1.25.47 

type MonitoringJobDefinition struct {

	// Baseline configuration used to validate that the data conforms to the specified
	// constraints and statistics
	BaselineConfig *MonitoringBaselineConfig `type:"structure"`

	// Sets the environment variables in the Docker container.
	Environment map[string]*string `type:"map"`

	// Configures the monitoring job to run a specified Docker container image.
	//
	// MonitoringAppSpecification is a required field
	MonitoringAppSpecification *MonitoringAppSpecification `type:"structure" required:"true"`

	// The array of inputs for the monitoring job. Currently we support monitoring
	// an Amazon SageMaker Endpoint.
	//
	// MonitoringInputs is a required field
	MonitoringInputs []*MonitoringInput `min:"1" type:"list" required:"true"`

	// The array of outputs from the monitoring job to be uploaded to Amazon Simple
	// Storage Service (Amazon S3).
	//
	// MonitoringOutputConfig is a required field
	MonitoringOutputConfig *MonitoringOutputConfig `type:"structure" required:"true"`

	// Identifies the resources, ML compute instances, and ML storage volumes to
	// deploy for a monitoring job. In distributed processing, you specify more
	// than one instance.
	//
	// MonitoringResources is a required field
	MonitoringResources *MonitoringResources `type:"structure" required:"true"`

	// Specifies networking options for an monitoring job.
	NetworkConfig *NetworkConfig `type:"structure"`

	// The Amazon Resource Name (ARN) of an IAM role that Amazon SageMaker can assume
	// to perform tasks on your behalf.
	//
	// RoleArn is a required field
	RoleArn *string `min:"20" type:"string" required:"true"`

	// Specifies a time limit for how long the monitoring job is allowed to run.
	StoppingCondition *MonitoringStoppingCondition `type:"structure"`
	// contains filtered or unexported fields
}

Defines the monitoring job.

func (MonitoringJobDefinition) GoString added in v1.25.47 

func (s MonitoringJobDefinition) GoString() string

GoString returns the string representation

func (*MonitoringJobDefinition) SetBaselineConfig added in v1.25.47 

func (s *MonitoringJobDefinition) SetBaselineConfig(v *MonitoringBaselineConfig) *MonitoringJobDefinition

SetBaselineConfig sets the BaselineConfig field's value.

func (*MonitoringJobDefinition) SetEnvironment added in v1.25.47 

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

SetEnvironment sets the Environment field's value.

func (*MonitoringJobDefinition) SetMonitoringAppSpecification added in v1.25.47 

func (s *MonitoringJobDefinition) SetMonitoringAppSpecification(v *MonitoringAppSpecification) *MonitoringJobDefinition

SetMonitoringAppSpecification sets the MonitoringAppSpecification field's value.

func (*MonitoringJobDefinition) SetMonitoringInputs added in v1.25.47 

func (s *MonitoringJobDefinition) SetMonitoringInputs(v []*MonitoringInput) *MonitoringJobDefinition

SetMonitoringInputs sets the MonitoringInputs field's value.

func (*MonitoringJobDefinition) SetMonitoringOutputConfig added in v1.25.47 

func (s *MonitoringJobDefinition) SetMonitoringOutputConfig(v *MonitoringOutputConfig) *MonitoringJobDefinition

SetMonitoringOutputConfig sets the MonitoringOutputConfig field's value.

func (*MonitoringJobDefinition) SetMonitoringResources added in v1.25.47 

func (s *MonitoringJobDefinition) SetMonitoringResources(v *MonitoringResources) *MonitoringJobDefinition

SetMonitoringResources sets the MonitoringResources field's value.

func (*MonitoringJobDefinition) SetNetworkConfig added in v1.25.47 

func (s *MonitoringJobDefinition) SetNetworkConfig(v *NetworkConfig) *MonitoringJobDefinition

SetNetworkConfig sets the NetworkConfig field's value.

func (*MonitoringJobDefinition) SetRoleArn added in v1.25.47 

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

SetRoleArn sets the RoleArn field's value.

func (*MonitoringJobDefinition) SetStoppingCondition added in v1.25.47 

func (s *MonitoringJobDefinition) SetStoppingCondition(v *MonitoringStoppingCondition) *MonitoringJobDefinition

SetStoppingCondition sets the StoppingCondition field's value.

func (MonitoringJobDefinition) String added in v1.25.47 

func (s MonitoringJobDefinition) String() string

String returns the string representation

func (*MonitoringJobDefinition) Validate added in v1.25.47 

func (s *MonitoringJobDefinition) Validate() error

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

type MonitoringOutput added in v1.25.47 

type MonitoringOutput struct {

	// The Amazon S3 storage location where the results of a monitoring job are
	// saved.
	//
	// S3Output is a required field
	S3Output *MonitoringS3Output `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

The output object for a monitoring job.

func (MonitoringOutput) GoString added in v1.25.47 

func (s MonitoringOutput) GoString() string

GoString returns the string representation

func (*MonitoringOutput) SetS3Output added in v1.25.47 

func (s *MonitoringOutput) SetS3Output(v *MonitoringS3Output) *MonitoringOutput

SetS3Output sets the S3Output field's value.

func (MonitoringOutput) String added in v1.25.47 

func (s MonitoringOutput) String() string

String returns the string representation

func (*MonitoringOutput) Validate added in v1.25.47 

func (s *MonitoringOutput) Validate() error

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

type MonitoringOutputConfig added in v1.25.47 

type MonitoringOutputConfig 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.
	KmsKeyId *string `type:"string"`

	// Monitoring outputs for monitoring jobs. This is where the output of the periodic
	// monitoring jobs is uploaded.
	//
	// MonitoringOutputs is a required field
	MonitoringOutputs []*MonitoringOutput `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

The output configuration for monitoring jobs.

func (MonitoringOutputConfig) GoString added in v1.25.47 

func (s MonitoringOutputConfig) GoString() string

GoString returns the string representation

func (*MonitoringOutputConfig) SetKmsKeyId added in v1.25.47 

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*MonitoringOutputConfig) SetMonitoringOutputs added in v1.25.47 

func (s *MonitoringOutputConfig) SetMonitoringOutputs(v []*MonitoringOutput) *MonitoringOutputConfig

SetMonitoringOutputs sets the MonitoringOutputs field's value.

func (MonitoringOutputConfig) String added in v1.25.47 

func (s MonitoringOutputConfig) String() string

String returns the string representation

func (*MonitoringOutputConfig) Validate added in v1.25.47 

func (s *MonitoringOutputConfig) Validate() error

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

type MonitoringResources added in v1.25.47 

type MonitoringResources struct {

	// The configuration for the cluster resources used to run the processing job.
	//
	// ClusterConfig is a required field
	ClusterConfig *MonitoringClusterConfig `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Identifies the resources to deploy for a monitoring job.

func (MonitoringResources) GoString added in v1.25.47 

func (s MonitoringResources) GoString() string

GoString returns the string representation

func (*MonitoringResources) SetClusterConfig added in v1.25.47 

func (s *MonitoringResources) SetClusterConfig(v *MonitoringClusterConfig) *MonitoringResources

SetClusterConfig sets the ClusterConfig field's value.

func (MonitoringResources) String added in v1.25.47 

func (s MonitoringResources) String() string

String returns the string representation

func (*MonitoringResources) Validate added in v1.25.47 

func (s *MonitoringResources) Validate() error

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

type MonitoringS3Output added in v1.25.47 

type MonitoringS3Output struct {

	// The local path to the Amazon S3 storage location where Amazon SageMaker saves
	// the results of a monitoring job. LocalPath is an absolute path for the output
	// data.
	//
	// LocalPath is a required field
	LocalPath *string `type:"string" required:"true"`

	// Whether to upload the results of the monitoring job continuously or after
	// the job completes.
	S3UploadMode *string `type:"string" enum:"ProcessingS3UploadMode"`

	// A URI that identifies the Amazon S3 storage location where Amazon SageMaker
	// saves the results of a monitoring job.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Information about where and how you want to store the results of a monitoring job.

func (MonitoringS3Output) GoString added in v1.25.47 

func (s MonitoringS3Output) GoString() string

GoString returns the string representation

func (*MonitoringS3Output) SetLocalPath added in v1.25.47 

func (s *MonitoringS3Output) SetLocalPath(v string) *MonitoringS3Output

SetLocalPath sets the LocalPath field's value.

func (*MonitoringS3Output) SetS3UploadMode added in v1.25.47 

func (s *MonitoringS3Output) SetS3UploadMode(v string) *MonitoringS3Output

SetS3UploadMode sets the S3UploadMode field's value.

func (*MonitoringS3Output) SetS3Uri added in v1.25.47 

func (s *MonitoringS3Output) SetS3Uri(v string) *MonitoringS3Output

SetS3Uri sets the S3Uri field's value.

func (MonitoringS3Output) String added in v1.25.47 

func (s MonitoringS3Output) String() string

String returns the string representation

func (*MonitoringS3Output) Validate added in v1.25.47 

func (s *MonitoringS3Output) Validate() error

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

type MonitoringScheduleConfig added in v1.25.47 

type MonitoringScheduleConfig struct {

	// Defines the monitoring job.
	//
	// MonitoringJobDefinition is a required field
	MonitoringJobDefinition *MonitoringJobDefinition `type:"structure" required:"true"`

	// Configures the monitoring schedule.
	ScheduleConfig *ScheduleConfig `type:"structure"`
	// contains filtered or unexported fields
}

Configures the monitoring schedule and defines the monitoring job.

func (MonitoringScheduleConfig) GoString added in v1.25.47 

func (s MonitoringScheduleConfig) GoString() string

GoString returns the string representation

func (*MonitoringScheduleConfig) SetMonitoringJobDefinition added in v1.25.47 

func (s *MonitoringScheduleConfig) SetMonitoringJobDefinition(v *MonitoringJobDefinition) *MonitoringScheduleConfig

SetMonitoringJobDefinition sets the MonitoringJobDefinition field's value.

func (*MonitoringScheduleConfig) SetScheduleConfig added in v1.25.47 

func (s *MonitoringScheduleConfig) SetScheduleConfig(v *ScheduleConfig) *MonitoringScheduleConfig

SetScheduleConfig sets the ScheduleConfig field's value.

func (MonitoringScheduleConfig) String added in v1.25.47 

func (s MonitoringScheduleConfig) String() string

String returns the string representation

func (*MonitoringScheduleConfig) Validate added in v1.25.47 

func (s *MonitoringScheduleConfig) Validate() error

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

type MonitoringScheduleSummary added in v1.25.47 

type MonitoringScheduleSummary struct {

	// The creation time of the monitoring schedule.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// The name of the endpoint using the monitoring schedule.
	EndpointName *string `type:"string"`

	// The last time the monitoring schedule was modified.
	//
	// LastModifiedTime is a required field
	LastModifiedTime *time.Time `type:"timestamp" required:"true"`

	// The Amazon Resource Name (ARN) of the monitoring schedule.
	//
	// MonitoringScheduleArn is a required field
	MonitoringScheduleArn *string `type:"string" required:"true"`

	// The name of the monitoring schedule.
	//
	// MonitoringScheduleName is a required field
	MonitoringScheduleName *string `min:"1" type:"string" required:"true"`

	// The status of the monitoring schedule.
	//
	// MonitoringScheduleStatus is a required field
	MonitoringScheduleStatus *string `type:"string" required:"true" enum:"ScheduleStatus"`
	// contains filtered or unexported fields
}

Summarizes the monitoring schedule.

func (MonitoringScheduleSummary) GoString added in v1.25.47 

func (s MonitoringScheduleSummary) GoString() string

GoString returns the string representation

func (*MonitoringScheduleSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*MonitoringScheduleSummary) SetEndpointName added in v1.25.47 

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

SetEndpointName sets the EndpointName field's value.

func (*MonitoringScheduleSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*MonitoringScheduleSummary) SetMonitoringScheduleArn added in v1.25.47 

func (s *MonitoringScheduleSummary) SetMonitoringScheduleArn(v string) *MonitoringScheduleSummary

SetMonitoringScheduleArn sets the MonitoringScheduleArn field's value.

func (*MonitoringScheduleSummary) SetMonitoringScheduleName added in v1.25.47 

func (s *MonitoringScheduleSummary) SetMonitoringScheduleName(v string) *MonitoringScheduleSummary

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (*MonitoringScheduleSummary) SetMonitoringScheduleStatus added in v1.25.47 

func (s *MonitoringScheduleSummary) SetMonitoringScheduleStatus(v string) *MonitoringScheduleSummary

SetMonitoringScheduleStatus sets the MonitoringScheduleStatus field's value.

func (MonitoringScheduleSummary) String added in v1.25.47 

func (s MonitoringScheduleSummary) String() string

String returns the string representation

type MonitoringStatisticsResource added in v1.25.47 

type MonitoringStatisticsResource struct {

	// The Amazon S3 URI for the statistics resource.
	S3Uri *string `type:"string"`
	// contains filtered or unexported fields
}

The statistics resource for a monitoring job.

func (MonitoringStatisticsResource) GoString added in v1.25.47 

func (s MonitoringStatisticsResource) GoString() string

GoString returns the string representation

func (*MonitoringStatisticsResource) SetS3Uri added in v1.25.47 

func (s *MonitoringStatisticsResource) SetS3Uri(v string) *MonitoringStatisticsResource

SetS3Uri sets the S3Uri field's value.

func (MonitoringStatisticsResource) String added in v1.25.47 

func (s MonitoringStatisticsResource) String() string

String returns the string representation

type MonitoringStoppingCondition added in v1.25.47 

type MonitoringStoppingCondition struct {

	// The maximum runtime allowed in seconds.
	//
	// MaxRuntimeInSeconds is a required field
	MaxRuntimeInSeconds *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

A time limit for how long the monitoring job is allowed to run before stopping.

func (MonitoringStoppingCondition) GoString added in v1.25.47 

func (s MonitoringStoppingCondition) GoString() string

GoString returns the string representation

func (*MonitoringStoppingCondition) SetMaxRuntimeInSeconds added in v1.25.47 

func (s *MonitoringStoppingCondition) SetMaxRuntimeInSeconds(v int64) *MonitoringStoppingCondition

SetMaxRuntimeInSeconds sets the MaxRuntimeInSeconds field's value.

func (MonitoringStoppingCondition) String added in v1.25.47 

func (s MonitoringStoppingCondition) String() string

String returns the string representation

func (*MonitoringStoppingCondition) Validate added in v1.25.47 

func (s *MonitoringStoppingCondition) Validate() error

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

type NestedFilters added in v1.15.86 

type NestedFilters struct {

	// A list of filters. Each filter acts on a property. Filters must contain at
	// least one Filters value. For example, a NestedFilters call might include
	// a filter on the PropertyName parameter of 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 to use in the nested filters. The value must match
	// a listed property name, such as InputDataConfig.
	//
	// NestedPropertyName is a required field
	NestedPropertyName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

A list of nested Filter objects. A resource must satisfy the conditions of all filters to be included in the results returned from the Search API.

For example, to filter on a training job's InputDataConfig property with a specific channel name and S3Uri prefix, define the following filters:

  • '{Name:"InputDataConfig.ChannelName", "Operator":"Equals", "Value":"train"}',

  • '{Name:"InputDataConfig.DataSource.S3DataSource.S3Uri", "Operator":"Contains", "Value":"mybucket/catdata"}'

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 NetworkConfig added in v1.25.47 

type NetworkConfig struct {

	// Whether to encrypt all communications between distributed processing jobs.
	// Choose True to encrypt communications. Encryption provides greater security
	// for distributed processing jobs, but the processing might take longer.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// Whether to allow inbound and outbound network calls to and from the containers
	// used for the processing job.
	EnableNetworkIsolation *bool `type:"boolean"`

	// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html)
	// and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://docs.aws.amazon.com/sagemaker/latest/dg/train-vpc.html).
	VpcConfig *VpcConfig `type:"structure"`
	// contains filtered or unexported fields
}

Networking options for a job, such as network traffic encryption between containers, whether to allow inbound and outbound network calls to and from containers, and the VPC subnets and security groups to use for VPC-enabled jobs.

func (NetworkConfig) GoString added in v1.25.47 

func (s NetworkConfig) GoString() string

GoString returns the string representation

func (*NetworkConfig) SetEnableInterContainerTrafficEncryption added in v1.30.24 

func (s *NetworkConfig) SetEnableInterContainerTrafficEncryption(v bool) *NetworkConfig

SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.

func (*NetworkConfig) SetEnableNetworkIsolation added in v1.25.47 

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

SetEnableNetworkIsolation sets the EnableNetworkIsolation field's value.

func (*NetworkConfig) SetVpcConfig added in v1.25.47 

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

SetVpcConfig sets the VpcConfig field's value.

func (NetworkConfig) String added in v1.25.47 

func (s NetworkConfig) String() string

String returns the string representation

func (*NetworkConfig) Validate added in v1.25.47 

func (s *NetworkConfig) 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 (https://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 three 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 (https://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
	// (https://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 (https://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 (https://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 (https://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 NotificationConfiguration added in v1.19.27 

type NotificationConfiguration struct {

	// The ARN for the SNS topic to which notifications should be published.
	NotificationTopicArn *string `type:"string"`
	// contains filtered or unexported fields
}

Configures SNS notifications of available or expiring work items for work teams.

func (NotificationConfiguration) GoString added in v1.19.27 

func (s NotificationConfiguration) GoString() string

GoString returns the string representation

func (*NotificationConfiguration) SetNotificationTopicArn added in v1.19.27 

func (s *NotificationConfiguration) SetNotificationTopicArn(v string) *NotificationConfiguration

SetNotificationTopicArn sets the NotificationTopicArn field's value.

func (NotificationConfiguration) String added in v1.19.27 

func (s NotificationConfiguration) 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 OidcConfig added in v1.33.12 

type OidcConfig struct {

	// The OIDC IdP authorization endpoint used to configure your private workforce.
	//
	// AuthorizationEndpoint is a required field
	AuthorizationEndpoint *string `type:"string" required:"true"`

	// The OIDC IdP client ID used to configure your private workforce.
	//
	// ClientId is a required field
	ClientId *string `min:"1" type:"string" required:"true"`

	// The OIDC IdP client secret used to configure your private workforce.
	//
	// ClientSecret is a required field
	ClientSecret *string `min:"1" type:"string" required:"true" sensitive:"true"`

	// The OIDC IdP issuer used to configure your private workforce.
	//
	// Issuer is a required field
	Issuer *string `type:"string" required:"true"`

	// The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.
	//
	// JwksUri is a required field
	JwksUri *string `type:"string" required:"true"`

	// The OIDC IdP logout endpoint used to configure your private workforce.
	//
	// LogoutEndpoint is a required field
	LogoutEndpoint *string `type:"string" required:"true"`

	// The OIDC IdP token endpoint used to configure your private workforce.
	//
	// TokenEndpoint is a required field
	TokenEndpoint *string `type:"string" required:"true"`

	// The OIDC IdP user information endpoint used to configure your private workforce.
	//
	// UserInfoEndpoint is a required field
	UserInfoEndpoint *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Use this parameter to configure your OIDC Identity Provider (IdP).

func (OidcConfig) GoString added in v1.33.12 

func (s OidcConfig) GoString() string

GoString returns the string representation

func (*OidcConfig) SetAuthorizationEndpoint added in v1.33.12 

func (s *OidcConfig) SetAuthorizationEndpoint(v string) *OidcConfig

SetAuthorizationEndpoint sets the AuthorizationEndpoint field's value.

func (*OidcConfig) SetClientId added in v1.33.12 

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

SetClientId sets the ClientId field's value.

func (*OidcConfig) SetClientSecret added in v1.33.12 

func (s *OidcConfig) SetClientSecret(v string) *OidcConfig

SetClientSecret sets the ClientSecret field's value.

func (*OidcConfig) SetIssuer added in v1.33.12 

func (s *OidcConfig) SetIssuer(v string) *OidcConfig

SetIssuer sets the Issuer field's value.

func (*OidcConfig) SetJwksUri added in v1.33.12 

func (s *OidcConfig) SetJwksUri(v string) *OidcConfig

SetJwksUri sets the JwksUri field's value.

func (*OidcConfig) SetLogoutEndpoint added in v1.33.12 

func (s *OidcConfig) SetLogoutEndpoint(v string) *OidcConfig

SetLogoutEndpoint sets the LogoutEndpoint field's value.

func (*OidcConfig) SetTokenEndpoint added in v1.33.12 

func (s *OidcConfig) SetTokenEndpoint(v string) *OidcConfig

SetTokenEndpoint sets the TokenEndpoint field's value.

func (*OidcConfig) SetUserInfoEndpoint added in v1.33.12 

func (s *OidcConfig) SetUserInfoEndpoint(v string) *OidcConfig

SetUserInfoEndpoint sets the UserInfoEndpoint field's value.

func (OidcConfig) String added in v1.33.12 

func (s OidcConfig) String() string

String returns the string representation

func (*OidcConfig) Validate added in v1.33.12 

func (s *OidcConfig) Validate() error

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

type OidcConfigForResponse added in v1.33.12 

type OidcConfigForResponse struct {

	// The OIDC IdP authorization endpoint used to configure your private workforce.
	AuthorizationEndpoint *string `type:"string"`

	// The OIDC IdP client ID used to configure your private workforce.
	ClientId *string `min:"1" type:"string"`

	// The OIDC IdP issuer used to configure your private workforce.
	Issuer *string `type:"string"`

	// The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.
	JwksUri *string `type:"string"`

	// The OIDC IdP logout endpoint used to configure your private workforce.
	LogoutEndpoint *string `type:"string"`

	// The OIDC IdP token endpoint used to configure your private workforce.
	TokenEndpoint *string `type:"string"`

	// The OIDC IdP user information endpoint used to configure your private workforce.
	UserInfoEndpoint *string `type:"string"`
	// contains filtered or unexported fields
}

Your OIDC IdP workforce configuration.

func (OidcConfigForResponse) GoString added in v1.33.12 

func (s OidcConfigForResponse) GoString() string

GoString returns the string representation

func (*OidcConfigForResponse) SetAuthorizationEndpoint added in v1.33.12 

func (s *OidcConfigForResponse) SetAuthorizationEndpoint(v string) *OidcConfigForResponse

SetAuthorizationEndpoint sets the AuthorizationEndpoint field's value.

func (*OidcConfigForResponse) SetClientId added in v1.33.12 

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

SetClientId sets the ClientId field's value.

func (*OidcConfigForResponse) SetIssuer added in v1.33.12 

func (s *OidcConfigForResponse) SetIssuer(v string) *OidcConfigForResponse

SetIssuer sets the Issuer field's value.

func (*OidcConfigForResponse) SetJwksUri added in v1.33.12 

func (s *OidcConfigForResponse) SetJwksUri(v string) *OidcConfigForResponse

SetJwksUri sets the JwksUri field's value.

func (*OidcConfigForResponse) SetLogoutEndpoint added in v1.33.12 

func (s *OidcConfigForResponse) SetLogoutEndpoint(v string) *OidcConfigForResponse

SetLogoutEndpoint sets the LogoutEndpoint field's value.

func (*OidcConfigForResponse) SetTokenEndpoint added in v1.33.12 

func (s *OidcConfigForResponse) SetTokenEndpoint(v string) *OidcConfigForResponse

SetTokenEndpoint sets the TokenEndpoint field's value.

func (*OidcConfigForResponse) SetUserInfoEndpoint added in v1.33.12 

func (s *OidcConfigForResponse) SetUserInfoEndpoint(v string) *OidcConfigForResponse

SetUserInfoEndpoint sets the UserInfoEndpoint field's value.

func (OidcConfigForResponse) String added in v1.33.12 

func (s OidcConfigForResponse) String() string

String returns the string representation

type OidcMemberDefinition added in v1.33.12 

type OidcMemberDefinition struct {

	// A list of comma seperated strings that identifies user groups in your OIDC
	// IdP. Each user group is made up of a group of private workers.
	//
	// Groups is a required field
	Groups []*string `min:"1" type:"list" required:"true"`
	// contains filtered or unexported fields
}

A list of user groups that exist in your OIDC Identity Provider (IdP). One to ten groups can be used to create a single private work team. When you add a user group to the list of Groups, you can add that user group to one or more private work teams. If you add a user group to a private work team, all workers in that user group are added to the work team.

func (OidcMemberDefinition) GoString added in v1.33.12 

func (s OidcMemberDefinition) GoString() string

GoString returns the string representation

func (*OidcMemberDefinition) SetGroups added in v1.33.12 

func (s *OidcMemberDefinition) SetGroups(v []*string) *OidcMemberDefinition

SetGroups sets the Groups field's value.

func (OidcMemberDefinition) String added in v1.33.12 

func (s OidcMemberDefinition) String() string

String returns the string representation

func (*OidcMemberDefinition) Validate added in v1.33.12 

func (s *OidcMemberDefinition) Validate() error

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

type OutputConfig added in v1.15.86 

type OutputConfig struct {

	// Specifies additional parameters for compiler options in JSON format. The
	// compiler options are TargetPlatform specific. It is required for NVIDIA accelerators
	// and highly recommended for CPU compliations. For any other cases, it is optional
	// to specify CompilerOptions.
	//
	//    * CPU: Compilation for CPU supports the following compiler options. mcpu:
	//    CPU micro-architecture. For example, {'mcpu': 'skylake-avx512'} mattr:
	//    CPU flags. For example, {'mattr': ['+neon', '+vfpv4']}
	//
	//    * ARM: Details of ARM CPU compilations. NEON: NEON is an implementation
	//    of the Advanced SIMD extension used in ARMv7 processors. For example,
	//    add {'mattr': ['+neon']} to the compiler options if compiling for ARM
	//    32-bit platform with the NEON support.
	//
	//    * NVIDIA: Compilation for NVIDIA GPU supports the following compiler options.
	//    gpu_code: Specifies the targeted architecture. trt-ver: Specifies the
	//    TensorRT versions in x.y.z. format. cuda-ver: Specifies the CUDA version
	//    in x.y format. For example, {'gpu-code': 'sm_72', 'trt-ver': '6.0.1',
	//    'cuda-ver': '10.1'}
	//
	//    * ANDROID: Compilation for the Android OS supports the following compiler
	//    options: ANDROID_PLATFORM: Specifies the Android API levels. Available
	//    levels range from 21 to 29. For example, {'ANDROID_PLATFORM': 28}. mattr:
	//    Add {'mattr': ['+neon']} to compiler options if compiling for ARM 32-bit
	//    platform with NEON support.
	CompilerOptions *string `min:"7" type:"string"`

	// Identifies the S3 bucket 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 target device or the machine learning instance that you want
	// to run your model on after the compilation has completed. Alternatively,
	// you can specify OS, architecture, and accelerator using TargetPlatform fields.
	// It can be used instead of TargetPlatform.
	TargetDevice *string `type:"string" enum:"TargetDevice"`

	// Contains information about a target platform that you want your model to
	// run on, such as OS, architecture, and accelerators. It is an alternative
	// of TargetDevice.
	//
	// The following examples show how to configure the TargetPlatform and CompilerOptions
	// JSON strings for popular target platforms:
	//
	//    * Raspberry Pi 3 Model B+ "TargetPlatform": {"Os": "LINUX", "Arch": "ARM_EABIHF"},
	//    "CompilerOptions": {'mattr': ['+neon']}
	//
	//    * Jetson TX2 "TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator":
	//    "NVIDIA"}, "CompilerOptions": {'gpu-code': 'sm_62', 'trt-ver': '6.0.1',
	//    'cuda-ver': '10.0'}
	//
	//    * EC2 m5.2xlarge instance OS "TargetPlatform": {"Os": "LINUX", "Arch":
	//    "X86_64", "Accelerator": "NVIDIA"}, "CompilerOptions": {'mcpu': 'skylake-avx512'}
	//
	//    * RK3399 "TargetPlatform": {"Os": "LINUX", "Arch": "ARM64", "Accelerator":
	//    "MALI"}
	//
	//    * ARMv7 phone (CPU) "TargetPlatform": {"Os": "ANDROID", "Arch": "ARM_EABI"},
	//    "CompilerOptions": {'ANDROID_PLATFORM': 25, 'mattr': ['+neon']}
	//
	//    * ARMv8 phone (CPU) "TargetPlatform": {"Os": "ANDROID", "Arch": "ARM64"},
	//    "CompilerOptions": {'ANDROID_PLATFORM': 29}
	TargetPlatform *TargetPlatform `type:"structure"`
	// contains filtered or unexported fields
}

Contains information about the output location for the compiled model and the target device that the model runs on. TargetDevice and TargetPlatform are mutually exclusive, so you need to choose one between the two to specify your target device or platform. If you cannot find your device you want to use from the TargetDevice list, use TargetPlatform to describe the platform of your edge device and CompilerOptions if there are specific settings that are required or recommended to use for particular TargetPlatform.

func (OutputConfig) GoString added in v1.15.86 

func (s OutputConfig) GoString() string

GoString returns the string representation

func (*OutputConfig) SetCompilerOptions added in v1.33.12 

func (s *OutputConfig) SetCompilerOptions(v string) *OutputConfig

SetCompilerOptions sets the CompilerOptions field's value.

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) SetTargetPlatform added in v1.33.12 

func (s *OutputConfig) SetTargetPlatform(v *TargetPlatform) *OutputConfig

SetTargetPlatform sets the TargetPlatform 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 use a KMS key ID or an alias of your master key, the Amazon SageMaker
	// execution role must include permissions to call kms:Encrypt. If you don't
	// provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon
	// S3 for your role's account. Amazon SageMaker uses server-side encryption
	// with KMS-managed keys for OutputDataConfig. If you use a bucket policy with
	// an s3:PutObject permission that only allows objects with server-side encryption,
	// set the condition key of s3:x-amz-server-side-encryption to "aws:kms". 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 CreateTrainingJob, CreateTransformJob, or CreateHyperParameterTuningJob
	// requests. 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"`

	// 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, continuous, 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 Parent added in v1.25.47 

type Parent struct {

	// The name of the experiment.
	ExperimentName *string `min:"1" type:"string"`

	// The name of the trial.
	TrialName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

The trial that a trial component is associated with and the experiment the trial is part of. A component might not be associated with a trial. A component can be associated with multiple trials.

func (Parent) GoString added in v1.25.47 

func (s Parent) GoString() string

GoString returns the string representation

func (*Parent) SetExperimentName added in v1.25.47 

func (s *Parent) SetExperimentName(v string) *Parent

SetExperimentName sets the ExperimentName field's value.

func (*Parent) SetTrialName added in v1.25.47 

func (s *Parent) SetTrialName(v string) *Parent

SetTrialName sets the TrialName field's value.

func (Parent) String added in v1.25.47 

func (s Parent) String() string

String returns the string representation

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 ProcessingClusterConfig added in v1.25.47 

type ProcessingClusterConfig struct {

	// The number of ML compute instances to use in the processing job. For distributed
	// processing jobs, specify 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 processing job.
	//
	// InstanceType is a required field
	InstanceType *string `type:"string" required:"true" enum:"ProcessingInstanceType"`

	// 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 processing job.
	VolumeKmsKeyId *string `type:"string"`

	// The size of the ML storage volume in gigabytes that you want to provision.
	// You must specify sufficient ML storage for your scenario.
	//
	// VolumeSizeInGB is a required field
	VolumeSizeInGB *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

Configuration for the cluster used to run a processing job.

func (ProcessingClusterConfig) GoString added in v1.25.47 

func (s ProcessingClusterConfig) GoString() string

GoString returns the string representation

func (*ProcessingClusterConfig) SetInstanceCount added in v1.25.47 

func (s *ProcessingClusterConfig) SetInstanceCount(v int64) *ProcessingClusterConfig

SetInstanceCount sets the InstanceCount field's value.

func (*ProcessingClusterConfig) SetInstanceType added in v1.25.47 

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

SetInstanceType sets the InstanceType field's value.

func (*ProcessingClusterConfig) SetVolumeKmsKeyId added in v1.25.47 

func (s *ProcessingClusterConfig) SetVolumeKmsKeyId(v string) *ProcessingClusterConfig

SetVolumeKmsKeyId sets the VolumeKmsKeyId field's value.

func (*ProcessingClusterConfig) SetVolumeSizeInGB added in v1.25.47 

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

SetVolumeSizeInGB sets the VolumeSizeInGB field's value.

func (ProcessingClusterConfig) String added in v1.25.47 

func (s ProcessingClusterConfig) String() string

String returns the string representation

func (*ProcessingClusterConfig) Validate added in v1.25.47 

func (s *ProcessingClusterConfig) Validate() error

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

type ProcessingInput added in v1.25.47 

type ProcessingInput struct {

	// The name of the inputs for the processing job.
	//
	// InputName is a required field
	InputName *string `type:"string" required:"true"`

	// The S3 inputs for the processing job.
	//
	// S3Input is a required field
	S3Input *ProcessingS3Input `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

The inputs for a processing job.

func (ProcessingInput) GoString added in v1.25.47 

func (s ProcessingInput) GoString() string

GoString returns the string representation

func (*ProcessingInput) SetInputName added in v1.25.47 

func (s *ProcessingInput) SetInputName(v string) *ProcessingInput

SetInputName sets the InputName field's value.

func (*ProcessingInput) SetS3Input added in v1.25.47 

func (s *ProcessingInput) SetS3Input(v *ProcessingS3Input) *ProcessingInput

SetS3Input sets the S3Input field's value.

func (ProcessingInput) String added in v1.25.47 

func (s ProcessingInput) String() string

String returns the string representation

func (*ProcessingInput) Validate added in v1.25.47 

func (s *ProcessingInput) Validate() error

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

type ProcessingJob added in v1.30.8 

type ProcessingJob struct {

	// Configuration to run a processing job in a specified container image.
	AppSpecification *AppSpecification `type:"structure"`

	// The Amazon Resource Name (ARN) of the AutoML job associated with this processing
	// job.
	AutoMLJobArn *string `min:"1" type:"string"`

	// The time the processing job was created.
	CreationTime *time.Time `type:"timestamp"`

	// Sets the environment variables in the Docker container.
	Environment map[string]*string `type:"map"`

	// A string, up to one KB in size, that contains metadata from the processing
	// container when the processing job exits.
	ExitMessage *string `type:"string"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// A string, up to one KB in size, that contains the reason a processing job
	// failed, if it failed.
	FailureReason *string `type:"string"`

	// The time the processing job was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The ARN of a monitoring schedule for an endpoint associated with this processing
	// job.
	MonitoringScheduleArn *string `type:"string"`

	// Networking options for a job, such as network traffic encryption between
	// containers, whether to allow inbound and outbound network calls to and from
	// containers, and the VPC subnets and security groups to use for VPC-enabled
	// jobs.
	NetworkConfig *NetworkConfig `type:"structure"`

	// The time that the processing job ended.
	ProcessingEndTime *time.Time `type:"timestamp"`

	// For each input, data is downloaded from S3 into the processing container
	// before the processing job begins running if "S3InputMode" is set to File.
	ProcessingInputs []*ProcessingInput `type:"list"`

	// The ARN of the processing job.
	ProcessingJobArn *string `type:"string"`

	// The name of the processing job.
	ProcessingJobName *string `min:"1" type:"string"`

	// The status of the processing job.
	ProcessingJobStatus *string `type:"string" enum:"ProcessingJobStatus"`

	// The output configuration for the processing job.
	ProcessingOutputConfig *ProcessingOutputConfig `type:"structure"`

	// Identifies the resources, ML compute instances, and ML storage volumes to
	// deploy for a processing job. In distributed training, you specify more than
	// one instance.
	ProcessingResources *ProcessingResources `type:"structure"`

	// The time that the processing job started.
	ProcessingStartTime *time.Time `type:"timestamp"`

	// The ARN of the role used to create the processing job.
	RoleArn *string `min:"20" type:"string"`

	// Specifies a time limit for how long the processing job is allowed to run.
	StoppingCondition *ProcessingStoppingCondition `type:"structure"`

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

	// The ARN of the training job associated with this processing job.
	TrainingJobArn *string `type:"string"`
	// contains filtered or unexported fields
}

An Amazon SageMaker processing job that is used to analyze data and evaluate models. For more information, see Process Data and Evaluate Models (https://docs.aws.amazon.com/sagemaker/latest/dg/processing-job.html).

func (ProcessingJob) GoString added in v1.30.8 

func (s ProcessingJob) GoString() string

GoString returns the string representation

func (*ProcessingJob) SetAppSpecification added in v1.30.8 

func (s *ProcessingJob) SetAppSpecification(v *AppSpecification) *ProcessingJob

SetAppSpecification sets the AppSpecification field's value.

func (*ProcessingJob) SetAutoMLJobArn added in v1.30.8 

func (s *ProcessingJob) SetAutoMLJobArn(v string) *ProcessingJob

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*ProcessingJob) SetCreationTime added in v1.30.8 

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

SetCreationTime sets the CreationTime field's value.

func (*ProcessingJob) SetEnvironment added in v1.30.8 

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

SetEnvironment sets the Environment field's value.

func (*ProcessingJob) SetExitMessage added in v1.30.8 

func (s *ProcessingJob) SetExitMessage(v string) *ProcessingJob

SetExitMessage sets the ExitMessage field's value.

func (*ProcessingJob) SetExperimentConfig added in v1.30.8 

func (s *ProcessingJob) SetExperimentConfig(v *ExperimentConfig) *ProcessingJob

SetExperimentConfig sets the ExperimentConfig field's value.

func (*ProcessingJob) SetFailureReason added in v1.30.8 

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

SetFailureReason sets the FailureReason field's value.

func (*ProcessingJob) SetLastModifiedTime added in v1.30.8 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*ProcessingJob) SetMonitoringScheduleArn added in v1.30.8 

func (s *ProcessingJob) SetMonitoringScheduleArn(v string) *ProcessingJob

SetMonitoringScheduleArn sets the MonitoringScheduleArn field's value.

func (*ProcessingJob) SetNetworkConfig added in v1.30.8 

func (s *ProcessingJob) SetNetworkConfig(v *NetworkConfig) *ProcessingJob

SetNetworkConfig sets the NetworkConfig field's value.

func (*ProcessingJob) SetProcessingEndTime added in v1.30.8 

func (s *ProcessingJob) SetProcessingEndTime(v time.Time) *ProcessingJob

SetProcessingEndTime sets the ProcessingEndTime field's value.

func (*ProcessingJob) SetProcessingInputs added in v1.30.8 

func (s *ProcessingJob) SetProcessingInputs(v []*ProcessingInput) *ProcessingJob

SetProcessingInputs sets the ProcessingInputs field's value.

func (*ProcessingJob) SetProcessingJobArn added in v1.30.8 

func (s *ProcessingJob) SetProcessingJobArn(v string) *ProcessingJob

SetProcessingJobArn sets the ProcessingJobArn field's value.

func (*ProcessingJob) SetProcessingJobName added in v1.30.8 

func (s *ProcessingJob) SetProcessingJobName(v string) *ProcessingJob

SetProcessingJobName sets the ProcessingJobName field's value.

func (*ProcessingJob) SetProcessingJobStatus added in v1.30.8 

func (s *ProcessingJob) SetProcessingJobStatus(v string) *ProcessingJob

SetProcessingJobStatus sets the ProcessingJobStatus field's value.

func (*ProcessingJob) SetProcessingOutputConfig added in v1.30.8 

func (s *ProcessingJob) SetProcessingOutputConfig(v *ProcessingOutputConfig) *ProcessingJob

SetProcessingOutputConfig sets the ProcessingOutputConfig field's value.

func (*ProcessingJob) SetProcessingResources added in v1.30.8 

func (s *ProcessingJob) SetProcessingResources(v *ProcessingResources) *ProcessingJob

SetProcessingResources sets the ProcessingResources field's value.

func (*ProcessingJob) SetProcessingStartTime added in v1.30.8 

func (s *ProcessingJob) SetProcessingStartTime(v time.Time) *ProcessingJob

SetProcessingStartTime sets the ProcessingStartTime field's value.

func (*ProcessingJob) SetRoleArn added in v1.30.8 

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

SetRoleArn sets the RoleArn field's value.

func (*ProcessingJob) SetStoppingCondition added in v1.30.8 

func (s *ProcessingJob) SetStoppingCondition(v *ProcessingStoppingCondition) *ProcessingJob

SetStoppingCondition sets the StoppingCondition field's value.

func (*ProcessingJob) SetTags added in v1.30.8 

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

SetTags sets the Tags field's value.

func (*ProcessingJob) SetTrainingJobArn added in v1.30.8 

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

SetTrainingJobArn sets the TrainingJobArn field's value.

func (ProcessingJob) String added in v1.30.8 

func (s ProcessingJob) String() string

String returns the string representation

type ProcessingJobSummary added in v1.25.47 

type ProcessingJobSummary struct {

	// The time at which the processing job was created.
	//
	// CreationTime is a required field
	CreationTime *time.Time `type:"timestamp" required:"true"`

	// An optional string, up to one KB in size, that contains metadata from the
	// processing container when the processing job exits.
	ExitMessage *string `type:"string"`

	// A string, up to one KB in size, that contains the reason a processing job
	// failed, if it failed.
	FailureReason *string `type:"string"`

	// A timestamp that indicates the last time the processing job was modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The time at which the processing job completed.
	ProcessingEndTime *time.Time `type:"timestamp"`

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

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

	// The status of the processing job.
	//
	// ProcessingJobStatus is a required field
	ProcessingJobStatus *string `type:"string" required:"true" enum:"ProcessingJobStatus"`
	// contains filtered or unexported fields
}

Summary of information about a processing job.

func (ProcessingJobSummary) GoString added in v1.25.47 

func (s ProcessingJobSummary) GoString() string

GoString returns the string representation

func (*ProcessingJobSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*ProcessingJobSummary) SetExitMessage added in v1.25.47 

func (s *ProcessingJobSummary) SetExitMessage(v string) *ProcessingJobSummary

SetExitMessage sets the ExitMessage field's value.

func (*ProcessingJobSummary) SetFailureReason added in v1.25.47 

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

SetFailureReason sets the FailureReason field's value.

func (*ProcessingJobSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*ProcessingJobSummary) SetProcessingEndTime added in v1.25.47 

func (s *ProcessingJobSummary) SetProcessingEndTime(v time.Time) *ProcessingJobSummary

SetProcessingEndTime sets the ProcessingEndTime field's value.

func (*ProcessingJobSummary) SetProcessingJobArn added in v1.25.47 

func (s *ProcessingJobSummary) SetProcessingJobArn(v string) *ProcessingJobSummary

SetProcessingJobArn sets the ProcessingJobArn field's value.

func (*ProcessingJobSummary) SetProcessingJobName added in v1.25.47 

func (s *ProcessingJobSummary) SetProcessingJobName(v string) *ProcessingJobSummary

SetProcessingJobName sets the ProcessingJobName field's value.

func (*ProcessingJobSummary) SetProcessingJobStatus added in v1.25.47 

func (s *ProcessingJobSummary) SetProcessingJobStatus(v string) *ProcessingJobSummary

SetProcessingJobStatus sets the ProcessingJobStatus field's value.

func (ProcessingJobSummary) String added in v1.25.47 

func (s ProcessingJobSummary) String() string

String returns the string representation

type ProcessingOutput added in v1.25.47 

type ProcessingOutput struct {

	// The name for the processing job output.
	//
	// OutputName is a required field
	OutputName *string `type:"string" required:"true"`

	// Configuration for processing job outputs in Amazon S3.
	//
	// S3Output is a required field
	S3Output *ProcessingS3Output `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Describes the results of a processing job.

func (ProcessingOutput) GoString added in v1.25.47 

func (s ProcessingOutput) GoString() string

GoString returns the string representation

func (*ProcessingOutput) SetOutputName added in v1.25.47 

func (s *ProcessingOutput) SetOutputName(v string) *ProcessingOutput

SetOutputName sets the OutputName field's value.

func (*ProcessingOutput) SetS3Output added in v1.25.47 

func (s *ProcessingOutput) SetS3Output(v *ProcessingS3Output) *ProcessingOutput

SetS3Output sets the S3Output field's value.

func (ProcessingOutput) String added in v1.25.47 

func (s ProcessingOutput) String() string

String returns the string representation

func (*ProcessingOutput) Validate added in v1.25.47 

func (s *ProcessingOutput) Validate() error

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

type ProcessingOutputConfig added in v1.25.47 

type ProcessingOutputConfig struct {

	// The AWS Key Management Service (AWS KMS) key that Amazon SageMaker uses to
	// encrypt the processing job output. KmsKeyId can be an ID of a KMS key, ARN
	// of a KMS key, alias of a KMS key, or alias of a KMS key. The KmsKeyId is
	// applied to all outputs.
	KmsKeyId *string `type:"string"`

	// Output configuration information for a processing job.
	//
	// Outputs is a required field
	Outputs []*ProcessingOutput `type:"list" required:"true"`
	// contains filtered or unexported fields
}

The output configuration for the processing job.

func (ProcessingOutputConfig) GoString added in v1.25.47 

func (s ProcessingOutputConfig) GoString() string

GoString returns the string representation

func (*ProcessingOutputConfig) SetKmsKeyId added in v1.25.47 

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

SetKmsKeyId sets the KmsKeyId field's value.

func (*ProcessingOutputConfig) SetOutputs added in v1.25.47 

func (s *ProcessingOutputConfig) SetOutputs(v []*ProcessingOutput) *ProcessingOutputConfig

SetOutputs sets the Outputs field's value.

func (ProcessingOutputConfig) String added in v1.25.47 

func (s ProcessingOutputConfig) String() string

String returns the string representation

func (*ProcessingOutputConfig) Validate added in v1.25.47 

func (s *ProcessingOutputConfig) Validate() error

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

type ProcessingResources added in v1.25.47 

type ProcessingResources struct {

	// The configuration for the resources in a cluster used to run the processing
	// job.
	//
	// ClusterConfig is a required field
	ClusterConfig *ProcessingClusterConfig `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

Identifies the resources, ML compute instances, and ML storage volumes to deploy for a processing job. In distributed training, you specify more than one instance.

func (ProcessingResources) GoString added in v1.25.47 

func (s ProcessingResources) GoString() string

GoString returns the string representation

func (*ProcessingResources) SetClusterConfig added in v1.25.47 

func (s *ProcessingResources) SetClusterConfig(v *ProcessingClusterConfig) *ProcessingResources

SetClusterConfig sets the ClusterConfig field's value.

func (ProcessingResources) String added in v1.25.47 

func (s ProcessingResources) String() string

String returns the string representation

func (*ProcessingResources) Validate added in v1.25.47 

func (s *ProcessingResources) Validate() error

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

type ProcessingS3Input added in v1.25.47 

type ProcessingS3Input struct {

	// The local path to the Amazon S3 bucket where you want Amazon SageMaker to
	// download the inputs to run a processing job. LocalPath is an absolute path
	// to the input data.
	//
	// LocalPath is a required field
	LocalPath *string `type:"string" required:"true"`

	// Whether to use Gzip compression for Amazon S3 storage.
	S3CompressionType *string `type:"string" enum:"ProcessingS3CompressionType"`

	// Whether the data stored in Amazon S3 is FullyReplicated or ShardedByS3Key.
	S3DataDistributionType *string `type:"string" enum:"ProcessingS3DataDistributionType"`

	// Whether you use an S3Prefix or a ManifestFile for the data type. If you choose
	// S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker uses all objects
	// with the specified key name prefix for the processing job. 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 the processing
	// job.
	//
	// S3DataType is a required field
	S3DataType *string `type:"string" required:"true" enum:"ProcessingS3DataType"`

	// Whether to use File or Pipe input mode. 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.
	//
	// S3InputMode is a required field
	S3InputMode *string `type:"string" required:"true" enum:"ProcessingS3InputMode"`

	// The URI for the Amazon S3 storage where you want Amazon SageMaker to download
	// the artifacts needed to run a processing job.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Information about where and how you want to obtain the inputs for an processing job.

func (ProcessingS3Input) GoString added in v1.25.47 

func (s ProcessingS3Input) GoString() string

GoString returns the string representation

func (*ProcessingS3Input) SetLocalPath added in v1.25.47 

func (s *ProcessingS3Input) SetLocalPath(v string) *ProcessingS3Input

SetLocalPath sets the LocalPath field's value.

func (*ProcessingS3Input) SetS3CompressionType added in v1.25.47 

func (s *ProcessingS3Input) SetS3CompressionType(v string) *ProcessingS3Input

SetS3CompressionType sets the S3CompressionType field's value.

func (*ProcessingS3Input) SetS3DataDistributionType added in v1.25.47 

func (s *ProcessingS3Input) SetS3DataDistributionType(v string) *ProcessingS3Input

SetS3DataDistributionType sets the S3DataDistributionType field's value.

func (*ProcessingS3Input) SetS3DataType added in v1.25.47 

func (s *ProcessingS3Input) SetS3DataType(v string) *ProcessingS3Input

SetS3DataType sets the S3DataType field's value.

func (*ProcessingS3Input) SetS3InputMode added in v1.25.47 

func (s *ProcessingS3Input) SetS3InputMode(v string) *ProcessingS3Input

SetS3InputMode sets the S3InputMode field's value.

func (*ProcessingS3Input) SetS3Uri added in v1.25.47 

func (s *ProcessingS3Input) SetS3Uri(v string) *ProcessingS3Input

SetS3Uri sets the S3Uri field's value.

func (ProcessingS3Input) String added in v1.25.47 

func (s ProcessingS3Input) String() string

String returns the string representation

func (*ProcessingS3Input) Validate added in v1.25.47 

func (s *ProcessingS3Input) Validate() error

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

type ProcessingS3Output added in v1.25.47 

type ProcessingS3Output struct {

	// The local path to the Amazon S3 bucket where you want Amazon SageMaker to
	// save the results of an processing job. LocalPath is an absolute path to the
	// input data.
	//
	// LocalPath is a required field
	LocalPath *string `type:"string" required:"true"`

	// Whether to upload the results of the processing job continuously or after
	// the job completes.
	//
	// S3UploadMode is a required field
	S3UploadMode *string `type:"string" required:"true" enum:"ProcessingS3UploadMode"`

	// A URI that identifies the Amazon S3 bucket where you want Amazon SageMaker
	// to save the results of a processing job.
	//
	// S3Uri is a required field
	S3Uri *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Information about where and how you want to store the results of an processing job.

func (ProcessingS3Output) GoString added in v1.25.47 

func (s ProcessingS3Output) GoString() string

GoString returns the string representation

func (*ProcessingS3Output) SetLocalPath added in v1.25.47 

func (s *ProcessingS3Output) SetLocalPath(v string) *ProcessingS3Output

SetLocalPath sets the LocalPath field's value.

func (*ProcessingS3Output) SetS3UploadMode added in v1.25.47 

func (s *ProcessingS3Output) SetS3UploadMode(v string) *ProcessingS3Output

SetS3UploadMode sets the S3UploadMode field's value.

func (*ProcessingS3Output) SetS3Uri added in v1.25.47 

func (s *ProcessingS3Output) SetS3Uri(v string) *ProcessingS3Output

SetS3Uri sets the S3Uri field's value.

func (ProcessingS3Output) String added in v1.25.47 

func (s ProcessingS3Output) String() string

String returns the string representation

func (*ProcessingS3Output) Validate added in v1.25.47 

func (s *ProcessingS3Output) Validate() error

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

type ProcessingStoppingCondition added in v1.25.47 

type ProcessingStoppingCondition struct {

	// Specifies the maximum runtime in seconds.
	//
	// MaxRuntimeInSeconds is a required field
	MaxRuntimeInSeconds *int64 `min:"1" type:"integer" required:"true"`
	// contains filtered or unexported fields
}

Specifies a time limit for how long the processing job is allowed to run.

func (ProcessingStoppingCondition) GoString added in v1.25.47 

func (s ProcessingStoppingCondition) GoString() string

GoString returns the string representation

func (*ProcessingStoppingCondition) SetMaxRuntimeInSeconds added in v1.25.47 

func (s *ProcessingStoppingCondition) SetMaxRuntimeInSeconds(v int64) *ProcessingStoppingCondition

SetMaxRuntimeInSeconds sets the MaxRuntimeInSeconds field's value.

func (ProcessingStoppingCondition) String added in v1.25.47 

func (s ProcessingStoppingCondition) String() string

String returns the string representation

func (*ProcessingStoppingCondition) Validate added in v1.25.47 

func (s *ProcessingStoppingCondition) 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 (https://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 {

	// Text that begins a property's name.
	//
	// PropertyNameHint is a required field
	PropertyNameHint *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Part of the SuggestionQuery type. Specifies a hint for retrieving property names that begin with the specified text.

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 based on what you entered in the search textbox
	// in the Amazon SageMaker console.
	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 an Amazon Mechanical Turk 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.

Use one of the following prices for bounding box tasks. Prices are in US dollars and should be based on the complexity of the task; the longer it takes in your initial testing, the more you should offer.

  • 0.036

  • 0.048

  • 0.060

  • 0.072

  • 0.120

  • 0.240

  • 0.360

  • 0.480

  • 0.600

  • 0.720

  • 0.840

  • 0.960

  • 1.080

  • 1.200

Use one of the following prices for image classification, text classification, and custom tasks. Prices are in US dollars.

  • 0.012

  • 0.024

  • 0.036

  • 0.048

  • 0.060

  • 0.072

  • 0.120

  • 0.240

  • 0.360

  • 0.480

  • 0.600

  • 0.720

  • 0.840

  • 0.960

  • 1.080

  • 1.200

Use one of the following prices for semantic segmentation tasks. Prices are in US dollars.

  • 0.840

  • 0.960

  • 1.080

  • 1.200

Use one of the following prices for Textract AnalyzeDocument Important Form Key Amazon Augmented AI review tasks. Prices are in US dollars.

  • 2.400

  • 2.280

  • 2.160

  • 2.040

  • 1.920

  • 1.800

  • 1.680

  • 1.560

  • 1.440

  • 1.320

  • 1.200

  • 1.080

  • 0.960

  • 0.840

  • 0.720

  • 0.600

  • 0.480

  • 0.360

  • 0.240

  • 0.120

  • 0.072

  • 0.060

  • 0.048

  • 0.036

  • 0.024

  • 0.012

Use one of the following prices for Rekognition DetectModerationLabels Amazon Augmented AI review tasks. Prices are in US dollars.

  • 1.200

  • 1.080

  • 0.960

  • 0.840

  • 0.720

  • 0.600

  • 0.480

  • 0.360

  • 0.240

  • 0.120

  • 0.072

  • 0.060

  • 0.048

  • 0.036

  • 0.024

  • 0.012

Use one of the following prices for Amazon Augmented AI custom human review tasks. Prices are in US dollars.

  • 1.200

  • 1.080

  • 0.960

  • 0.840

  • 0.720

  • 0.600

  • 0.480

  • 0.360

  • 0.240

  • 0.120

  • 0.072

  • 0.060

  • 0.048

  • 0.036

  • 0.024

  • 0.012

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 HumanTaskUiArn of the worker UI that you want to render. Do not provide
	// a HumanTaskUiArn if you use the UiTemplate parameter.
	//
	// See a list of available Human Ui Amazon Resource Names (ARNs) in UiConfig.
	HumanTaskUiArn *string `type:"string"`

	// 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 Template object containing the worker UI template to render.
	UiTemplate *UiTemplate `type:"structure"`
	// 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) SetHumanTaskUiArn added in v1.31.8 

func (s *RenderUiTemplateInput) SetHumanTaskUiArn(v string) *RenderUiTemplateInput

SetHumanTaskUiArn sets the HumanTaskUiArn field's value.

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 ResolvedAttributes added in v1.25.47 

type ResolvedAttributes struct {

	// Specifies a metric to minimize or maximize as the objective of a job.
	AutoMLJobObjective *AutoMLJobObjective `type:"structure"`

	// How long a job is allowed to run, or how many candidates a job is allowed
	// to generate.
	CompletionCriteria *AutoMLJobCompletionCriteria `type:"structure"`

	// The problem type.
	ProblemType *string `type:"string" enum:"ProblemType"`
	// contains filtered or unexported fields
}

The resolved attributes.

func (ResolvedAttributes) GoString added in v1.25.47 

func (s ResolvedAttributes) GoString() string

GoString returns the string representation

func (*ResolvedAttributes) SetAutoMLJobObjective added in v1.25.47 

func (s *ResolvedAttributes) SetAutoMLJobObjective(v *AutoMLJobObjective) *ResolvedAttributes

SetAutoMLJobObjective sets the AutoMLJobObjective field's value.

func (*ResolvedAttributes) SetCompletionCriteria added in v1.25.47 

func (s *ResolvedAttributes) SetCompletionCriteria(v *AutoMLJobCompletionCriteria) *ResolvedAttributes

SetCompletionCriteria sets the CompletionCriteria field's value.

func (*ResolvedAttributes) SetProblemType added in v1.25.47 

func (s *ResolvedAttributes) SetProblemType(v string) *ResolvedAttributes

SetProblemType sets the ProblemType field's value.

func (ResolvedAttributes) String added in v1.25.47 

func (s ResolvedAttributes) 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 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.
	//
	// Certain Nitro-based instances include local storage, dependent on the instance
	// type. Local storage volumes are encrypted using a hardware module on the
	// instance. You can't request a VolumeKmsKeyId when using an instance type
	// with local storage.
	//
	// For a list of instance types that support local instance storage, see Instance
	// Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes).
	//
	// For more information about local instance storage encryption, see SSD Instance
	// Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ssd-instance-store.html).
	//
	// The VolumeKmsKeyId can be in 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.
	//
	// Certain Nitro-based instances include local storage with a fixed total size,
	// dependent on the instance type. When using these instances for training,
	// Amazon SageMaker mounts the local instance storage instead of Amazon EBS
	// gp2 storage. You can't request a VolumeSizeInGB greater than the total size
	// of the local instance storage.
	//
	// For a list of instance types that support local instance storage, including
	// the total size per instance type, see Instance Store Volumes (https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html#instance-store-volumes).
	//
	// 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 ResourceInUse added in v1.28.0 

type ResourceInUse struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

Resource being accessed is in use.

func (*ResourceInUse) Code added in v1.28.0 

func (s *ResourceInUse) Code() string

Code returns the exception type name.

func (*ResourceInUse) Error added in v1.28.0 

func (s *ResourceInUse) Error() string

func (ResourceInUse) GoString added in v1.28.0 

func (s ResourceInUse) GoString() string

GoString returns the string representation

func (*ResourceInUse) Message added in v1.28.0 

func (s *ResourceInUse) Message() string

Message returns the exception's message.

func (*ResourceInUse) OrigErr added in v1.28.0 

func (s *ResourceInUse) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ResourceInUse) RequestID added in v1.28.0 

func (s *ResourceInUse) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ResourceInUse) StatusCode added in v1.28.0 

func (s *ResourceInUse) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ResourceInUse) String added in v1.28.0 

func (s ResourceInUse) String() string

String returns the string representation

type ResourceLimitExceeded added in v1.28.0 

type ResourceLimitExceeded struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

func (*ResourceLimitExceeded) Code added in v1.28.0 

func (s *ResourceLimitExceeded) Code() string

Code returns the exception type name.

func (*ResourceLimitExceeded) Error added in v1.28.0 

func (s *ResourceLimitExceeded) Error() string

func (ResourceLimitExceeded) GoString added in v1.28.0 

func (s ResourceLimitExceeded) GoString() string

GoString returns the string representation

func (*ResourceLimitExceeded) Message added in v1.28.0 

func (s *ResourceLimitExceeded) Message() string

Message returns the exception's message.

func (*ResourceLimitExceeded) OrigErr added in v1.28.0 

func (s *ResourceLimitExceeded) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ResourceLimitExceeded) RequestID added in v1.28.0 

func (s *ResourceLimitExceeded) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ResourceLimitExceeded) StatusCode added in v1.28.0 

func (s *ResourceLimitExceeded) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ResourceLimitExceeded) String added in v1.28.0 

func (s ResourceLimitExceeded) String() string

String returns the string representation

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 ResourceNotFound added in v1.28.0 

type ResourceNotFound struct {
	RespMetadata protocol.ResponseMetadata `json:"-" xml:"-"`

	Message_ *string `locationName:"Message" type:"string"`
	// contains filtered or unexported fields
}

Resource being access is not found.

func (*ResourceNotFound) Code added in v1.28.0 

func (s *ResourceNotFound) Code() string

Code returns the exception type name.

func (*ResourceNotFound) Error added in v1.28.0 

func (s *ResourceNotFound) Error() string

func (ResourceNotFound) GoString added in v1.28.0 

func (s ResourceNotFound) GoString() string

GoString returns the string representation

func (*ResourceNotFound) Message added in v1.28.0 

func (s *ResourceNotFound) Message() string

Message returns the exception's message.

func (*ResourceNotFound) OrigErr added in v1.28.0 

func (s *ResourceNotFound) OrigErr() error

OrigErr always returns nil, satisfies awserr.Error interface.

func (*ResourceNotFound) RequestID added in v1.28.0 

func (s *ResourceNotFound) RequestID() string

RequestID returns the service's response RequestID for request.

func (*ResourceNotFound) StatusCode added in v1.28.0 

func (s *ResourceNotFound) StatusCode() int

Status code returns the HTTP status code for the request's response error.

func (ResourceNotFound) String added in v1.28.0 

func (s ResourceNotFound) String() string

String returns the string representation

type ResourceSpec added in v1.25.47 

type ResourceSpec struct {

	// The instance type.
	InstanceType *string `type:"string" enum:"AppInstanceType"`

	// The Amazon Resource Name (ARN) of the SageMaker image created on the instance.
	SageMakerImageArn *string `type:"string"`
	// contains filtered or unexported fields
}

The instance type and the Amazon Resource Name (ARN) of the SageMaker image created on the instance. The ARN is stored as metadata in SageMaker Studio notebooks.

func (ResourceSpec) GoString added in v1.25.47 

func (s ResourceSpec) GoString() string

GoString returns the string representation

func (*ResourceSpec) SetInstanceType added in v1.25.47 

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

SetInstanceType sets the InstanceType field's value.

func (*ResourceSpec) SetSageMakerImageArn added in v1.30.15 

func (s *ResourceSpec) SetSageMakerImageArn(v string) *ResourceSpec

SetSageMakerImageArn sets the SageMakerImageArn field's value.

func (ResourceSpec) String added in v1.25.47 

func (s ResourceSpec) String() string

String returns the string representation

type RetentionPolicy added in v1.25.47 

type RetentionPolicy struct {

	// The default is Retain, which specifies to keep the data stored on the EFS
	// volume.
	//
	// Specify Delete to delete the data stored on the EFS volume.
	HomeEfsFileSystem *string `type:"string" enum:"RetentionType"`
	// contains filtered or unexported fields
}

The retention policy for data stored on an Amazon Elastic File System (EFS) volume.

func (RetentionPolicy) GoString added in v1.25.47 

func (s RetentionPolicy) GoString() string

GoString returns the string representation

func (*RetentionPolicy) SetHomeEfsFileSystem added in v1.25.47 

func (s *RetentionPolicy) SetHomeEfsFileSystem(v string) *RetentionPolicy

SetHomeEfsFileSystem sets the HomeEfsFileSystem field's value.

func (RetentionPolicy) String added in v1.25.47 

func (s RetentionPolicy) String() string

String returns the string representation

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 Pipe modes.
	// 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 A
	//    manifest is an S3 object which is a JSON file consisting of an array of
	//    elements. The first element is a prefix which is followed by one or more
	//    suffixes. SageMaker appends the suffix elements to the prefix to get a
	//    full set of S3Uri. Note that the prefix must be a valid non-empty S3Uri
	//    that precludes users from specifying a manifest whose individual S3Uri
	//    is sourced from different S3 buckets. The following code example shows
	//    a valid manifest format: [ {"prefix": "s3://customer_bucket/some/prefix/"},
	//    "relative/path/to/custdata-1", "relative/path/custdata-2", ... "relative/path/custdata-N"
	//    ] This JSON is equivalent to the following S3Uri list: s3://customer_bucket/some/prefix/relative/path/to/custdata-1
	//    s3://customer_bucket/some/prefix/relative/path/custdata-2 ... s3://customer_bucket/some/prefix/relative/path/custdata-N
	//    The complete set of S3Uri in this manifest is the input data for the channel
	//    for this data source. The object that each S3Uri 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: 

mySession := session.Must(session.NewSession())

// 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, batch transform jobs, models, labeling jobs, work teams, 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) AssociateTrialComponent added in v1.25.47 

func (c *SageMaker) AssociateTrialComponent(input *AssociateTrialComponentInput) (*AssociateTrialComponentOutput, error)

AssociateTrialComponent API operation for Amazon SageMaker Service.

Associates a trial component with a trial. A trial component can be associated with multiple trials. To disassociate a trial component from a trial, call the DisassociateTrialComponent 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 AssociateTrialComponent for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

  • 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/AssociateTrialComponent

func (*SageMaker) AssociateTrialComponentRequest added in v1.25.47 

func (c *SageMaker) AssociateTrialComponentRequest(input *AssociateTrialComponentInput) (req *request.Request, output *AssociateTrialComponentOutput)

AssociateTrialComponentRequest generates a "aws/request.Request" representing the client's request for the AssociateTrialComponent 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 AssociateTrialComponent for more information on using the AssociateTrialComponent 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 AssociateTrialComponentRequest method.
req, resp := client.AssociateTrialComponentRequest(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/AssociateTrialComponent

func (*SageMaker) AssociateTrialComponentWithContext added in v1.25.47 

func (c *SageMaker) AssociateTrialComponentWithContext(ctx aws.Context, input *AssociateTrialComponentInput, opts ...request.Option) (*AssociateTrialComponentOutput, error)

AssociateTrialComponentWithContext is the same as AssociateTrialComponent with the addition of the ability to pass a context and additional request options.

See AssociateTrialComponent 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) CreateApp added in v1.25.47 

func (c *SageMaker) CreateApp(input *CreateAppInput) (*CreateAppOutput, error)

CreateApp API operation for Amazon SageMaker Service.

Creates a running App for the specified UserProfile. Supported Apps are JupyterServer and KernelGateway. This operation is automatically invoked by Amazon SageMaker Studio upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.

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 CreateApp for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateApp

func (*SageMaker) CreateAppRequest added in v1.25.47 

func (c *SageMaker) CreateAppRequest(input *CreateAppInput) (req *request.Request, output *CreateAppOutput)

CreateAppRequest generates a "aws/request.Request" representing the client's request for the CreateApp 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 CreateApp for more information on using the CreateApp 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 CreateAppRequest method.
req, resp := client.CreateAppRequest(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/CreateApp

func (*SageMaker) CreateAppWithContext added in v1.25.47 

func (c *SageMaker) CreateAppWithContext(ctx aws.Context, input *CreateAppInput, opts ...request.Option) (*CreateAppOutput, error)

CreateAppWithContext is the same as CreateApp with the addition of the ability to pass a context and additional request options.

See CreateApp 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) CreateAutoMLJob added in v1.25.47 

func (c *SageMaker) CreateAutoMLJob(input *CreateAutoMLJobInput) (*CreateAutoMLJobOutput, error)

CreateAutoMLJob API operation for Amazon SageMaker Service.

Creates an Autopilot job.

Find the best performing model after you run an Autopilot job by calling . Deploy that model by following the steps described in Step 6.1: Deploy the Model to Amazon SageMaker Hosting Services (https://docs.aws.amazon.com/sagemaker/latest/dg/ex1-deploy-model.html).

For information about how to use Autopilot, see Automate Model Development with Amazon SageMaker Autopilot (https://docs.aws.amazon.com/sagemaker/latest/dg/autopilot-automate-model-development.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 CreateAutoMLJob for usage and error information.

Returned Error Types:

  • ResourceInUse Resource being accessed is in use.

  • 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/CreateAutoMLJob

func (*SageMaker) CreateAutoMLJobRequest added in v1.25.47 

func (c *SageMaker) CreateAutoMLJobRequest(input *CreateAutoMLJobInput) (req *request.Request, output *CreateAutoMLJobOutput)

CreateAutoMLJobRequest generates a "aws/request.Request" representing the client's request for the CreateAutoMLJob 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 CreateAutoMLJob for more information on using the CreateAutoMLJob 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 CreateAutoMLJobRequest method.
req, resp := client.CreateAutoMLJobRequest(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/CreateAutoMLJob

func (*SageMaker) CreateAutoMLJobWithContext added in v1.25.47 

func (c *SageMaker) CreateAutoMLJobWithContext(ctx aws.Context, input *CreateAutoMLJobInput, opts ...request.Option) (*CreateAutoMLJobOutput, error)

CreateAutoMLJobWithContext is the same as CreateAutoMLJob with the addition of the ability to pass a context and additional request options.

See CreateAutoMLJob 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.

Creates 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 (https://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 Types:

  • ResourceInUse Resource being accessed is in use.

  • 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) CreateDomain added in v1.25.47 

func (c *SageMaker) CreateDomain(input *CreateDomainInput) (*CreateDomainOutput, error)

CreateDomain API operation for Amazon SageMaker Service.

Creates a Domain used by SageMaker Studio. A domain consists of an associated directory, a list of authorized users, and a variety of security, application, policy, and Amazon Virtual Private Cloud (VPC) configurations. An AWS account is limited to one domain per region. Users within a domain can share notebook files and other artifacts with each other.

When a domain is created, an Amazon Elastic File System (EFS) volume is also created for use by all of the users within the domain. Each user receives a private home directory within the EFS for notebooks, Git repositories, and data files.

All traffic between the domain and the EFS volume is communicated through the specified subnet IDs. All other traffic goes over the Internet through an Amazon SageMaker system VPC. The EFS traffic uses the NFS/TCP protocol over port 2049.

NFS traffic over TCP on port 2049 needs to be allowed in both inbound and outbound rules in order to launch a SageMaker Studio app successfully.

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 CreateDomain for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateDomain

func (*SageMaker) CreateDomainRequest added in v1.25.47 

func (c *SageMaker) CreateDomainRequest(input *CreateDomainInput) (req *request.Request, output *CreateDomainOutput)

CreateDomainRequest generates a "aws/request.Request" representing the client's request for the CreateDomain 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 CreateDomain for more information on using the CreateDomain 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 CreateDomainRequest method.
req, resp := client.CreateDomainRequest(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/CreateDomain

func (*SageMaker) CreateDomainWithContext added in v1.25.47 

func (c *SageMaker) CreateDomainWithContext(ctx aws.Context, input *CreateDomainInput, opts ...request.Option) (*CreateDomainOutput, error)

CreateDomainWithContext is the same as CreateDomain with the addition of the ability to pass a context and additional request options.

See CreateDomain 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 API.

Use this API to deploy models using Amazon SageMaker hosting services.

For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)). (https://docs.aws.amazon.com/sagemaker/latest/dg/ex1-deploy-model.html#ex1-deploy-model-boto)

You must not delete an EndpointConfig that is in use by an endpoint that is live or while the UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. To update an endpoint, you must create a new EndpointConfig.

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 you call CreateEndpoint, a load call is made to DynamoDB to verify that your endpoint configuration exists. When you read data from a DynamoDB table supporting Eventually Consistent Reads (https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/HowItWorks.ReadConsistency.html), the response might not reflect the results of a recently completed write operation. The response might include some stale data. If the dependent entities are not yet in DynamoDB, this causes a validation error. If you repeat your read request after a short time, the response should return the latest data. So retry logic is recommended to handle these possible issues. We also recommend that customers call DescribeEndpointConfig before calling CreateEndpoint to minimize the potential impact of a DynamoDB eventually consistent read.

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 API.

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 in an AWS Region (https://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 Types:

  • 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 API.

Use this API if you want to use Amazon SageMaker hosting services to deploy models into production.

In the request, you define a ProductionVariant, for each model that you want to deploy. 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.

For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)). (https://docs.aws.amazon.com/sagemaker/latest/dg/ex1-deploy-model.html#ex1-deploy-model-boto)

When you call CreateEndpoint, a load call is made to DynamoDB to verify that your endpoint configuration exists. When you read data from a DynamoDB table supporting Eventually Consistent Reads (https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/HowItWorks.ReadConsistency.html), the response might not reflect the results of a recently completed write operation. The response might include some stale data. If the dependent entities are not yet in DynamoDB, this causes a validation error. If you repeat your read request after a short time, the response should return the latest data. So retry logic is recommended to handle these possible issues. We also recommend that customers call DescribeEndpointConfig before calling CreateEndpoint to minimize the potential impact of a DynamoDB eventually consistent read.

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 Types:

  • 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) CreateExperiment added in v1.25.47 

func (c *SageMaker) CreateExperiment(input *CreateExperimentInput) (*CreateExperimentOutput, error)

CreateExperiment API operation for Amazon SageMaker Service.

Creates an SageMaker experiment. An experiment is a collection of trials that are observed, compared and evaluated as a group. A trial is a set of steps, called trial components, that produce a machine learning model.

The goal of an experiment is to determine the components that produce the best model. Multiple trials are performed, each one isolating and measuring the impact of a change to one or more inputs, while keeping the remaining inputs constant.

When you use Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS SDK for Python (Boto), you must use the logging APIs provided by the SDK.

You can add tags to experiments, trials, trial components and then use the Search API to search for the tags.

To add a description to an experiment, specify the optional Description parameter. To add a description later, or to change the description, call the UpdateExperiment API.

To get a list of all your experiments, call the ListExperiments API. To view an experiment's properties, call the DescribeExperiment API. To get a list of all the trials associated with an experiment, call the ListTrials API. To create a trial call the CreateTrial 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 CreateExperiment for usage and error information.

Returned Error Types:

  • 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/CreateExperiment

func (*SageMaker) CreateExperimentRequest added in v1.25.47 

func (c *SageMaker) CreateExperimentRequest(input *CreateExperimentInput) (req *request.Request, output *CreateExperimentOutput)

CreateExperimentRequest generates a "aws/request.Request" representing the client's request for the CreateExperiment 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 CreateExperiment for more information on using the CreateExperiment 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 CreateExperimentRequest method.
req, resp := client.CreateExperimentRequest(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/CreateExperiment

func (*SageMaker) CreateExperimentWithContext added in v1.25.47 

func (c *SageMaker) CreateExperimentWithContext(ctx aws.Context, input *CreateExperimentInput, opts ...request.Option) (*CreateExperimentOutput, error)

CreateExperimentWithContext is the same as CreateExperiment with the addition of the ability to pass a context and additional request options.

See CreateExperiment 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) CreateFlowDefinition added in v1.25.47 

func (c *SageMaker) CreateFlowDefinition(input *CreateFlowDefinitionInput) (*CreateFlowDefinitionOutput, error)

CreateFlowDefinition API operation for Amazon SageMaker Service.

Creates a flow definition.

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 CreateFlowDefinition for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateFlowDefinition

func (*SageMaker) CreateFlowDefinitionRequest added in v1.25.47 

func (c *SageMaker) CreateFlowDefinitionRequest(input *CreateFlowDefinitionInput) (req *request.Request, output *CreateFlowDefinitionOutput)

CreateFlowDefinitionRequest generates a "aws/request.Request" representing the client's request for the CreateFlowDefinition 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 CreateFlowDefinition for more information on using the CreateFlowDefinition 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 CreateFlowDefinitionRequest method.
req, resp := client.CreateFlowDefinitionRequest(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/CreateFlowDefinition

func (*SageMaker) CreateFlowDefinitionWithContext added in v1.25.47 

func (c *SageMaker) CreateFlowDefinitionWithContext(ctx aws.Context, input *CreateFlowDefinitionInput, opts ...request.Option) (*CreateFlowDefinitionOutput, error)

CreateFlowDefinitionWithContext is the same as CreateFlowDefinition with the addition of the ability to pass a context and additional request options.

See CreateFlowDefinition 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) CreateHumanTaskUi added in v1.25.47 

func (c *SageMaker) CreateHumanTaskUi(input *CreateHumanTaskUiInput) (*CreateHumanTaskUiOutput, error)

CreateHumanTaskUi API operation for Amazon SageMaker Service.

Defines the settings you will use for the human review workflow user interface. Reviewers will see a three-panel interface with an instruction area, the item to review, and an input area.

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 CreateHumanTaskUi for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateHumanTaskUi

func (*SageMaker) CreateHumanTaskUiRequest added in v1.25.47 

func (c *SageMaker) CreateHumanTaskUiRequest(input *CreateHumanTaskUiInput) (req *request.Request, output *CreateHumanTaskUiOutput)

CreateHumanTaskUiRequest generates a "aws/request.Request" representing the client's request for the CreateHumanTaskUi 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 CreateHumanTaskUi for more information on using the CreateHumanTaskUi 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 CreateHumanTaskUiRequest method.
req, resp := client.CreateHumanTaskUiRequest(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/CreateHumanTaskUi

func (*SageMaker) CreateHumanTaskUiWithContext added in v1.25.47 

func (c *SageMaker) CreateHumanTaskUiWithContext(ctx aws.Context, input *CreateHumanTaskUiInput, opts ...request.Option) (*CreateHumanTaskUiOutput, error)

CreateHumanTaskUiWithContext is the same as CreateHumanTaskUi with the addition of the ability to pass a context and additional request options.

See CreateHumanTaskUi 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 Types:

  • ResourceInUse Resource being accessed is in use.

  • 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 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 want the data to stay within your organization or when a specific set of skills is required.

  • One or more vendors that you select from the AWS Marketplace. Vendors provide expertise in specific areas.

  • 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. For more information, see Using Automated Data Labeling (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-automated-labeling.html).

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 (https://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 Types:

  • ResourceInUse Resource being accessed is in use.

  • 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 that contains inference code, artifacts (from prior training), and a 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.

For an example that calls this method when deploying a model to Amazon SageMaker hosting services, see Deploy the Model to Amazon SageMaker Hosting Services (AWS SDK for Python (Boto 3)). (https://docs.aws.amazon.com/sagemaker/latest/dg/ex1-deploy-model.html#ex1-deploy-model-boto)

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 Types:

  • 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.

To create a model package by specifying a Docker container that contains your inference code and the Amazon S3 location of your model artifacts, provide values for InferenceSpecification. To create a model from an algorithm resource that you created or subscribed to in AWS Marketplace, provide a value for SourceAlgorithmSpecification.

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) CreateMonitoringSchedule added in v1.25.47 

func (c *SageMaker) CreateMonitoringSchedule(input *CreateMonitoringScheduleInput) (*CreateMonitoringScheduleOutput, error)

CreateMonitoringSchedule API operation for Amazon SageMaker Service.

Creates a schedule that regularly starts Amazon SageMaker Processing Jobs to monitor the data captured for an Amazon SageMaker Endoint.

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 CreateMonitoringSchedule for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateMonitoringSchedule

func (*SageMaker) CreateMonitoringScheduleRequest added in v1.25.47 

func (c *SageMaker) CreateMonitoringScheduleRequest(input *CreateMonitoringScheduleInput) (req *request.Request, output *CreateMonitoringScheduleOutput)

CreateMonitoringScheduleRequest generates a "aws/request.Request" representing the client's request for the CreateMonitoringSchedule 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 CreateMonitoringSchedule for more information on using the CreateMonitoringSchedule 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 CreateMonitoringScheduleRequest method.
req, resp := client.CreateMonitoringScheduleRequest(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/CreateMonitoringSchedule

func (*SageMaker) CreateMonitoringScheduleWithContext added in v1.25.47 

func (c *SageMaker) CreateMonitoringScheduleWithContext(ctx aws.Context, input *CreateMonitoringScheduleInput, opts ...request.Option) (*CreateMonitoringScheduleOutput, error)

CreateMonitoringScheduleWithContext is the same as CreateMonitoringSchedule with the addition of the ability to pass a context and additional request options.

See CreateMonitoringSchedule 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). You can't change the name of a notebook instance after you create it.

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 (https://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 Types:

  • 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 (https://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 Types:

  • 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) CreatePresignedDomainUrl added in v1.25.47 

func (c *SageMaker) CreatePresignedDomainUrl(input *CreatePresignedDomainUrlInput) (*CreatePresignedDomainUrlOutput, error)

CreatePresignedDomainUrl API operation for Amazon SageMaker Service.

Creates a URL for a specified UserProfile in a Domain. When accessed in a web browser, the user will be automatically signed in to Amazon SageMaker Studio, and granted access to all of the Apps and files associated with the Domain's Amazon Elastic File System (EFS) volume. This operation can only be called when the authentication mode equals IAM.

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 CreatePresignedDomainUrl for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreatePresignedDomainUrl

func (*SageMaker) CreatePresignedDomainUrlRequest added in v1.25.47 

func (c *SageMaker) CreatePresignedDomainUrlRequest(input *CreatePresignedDomainUrlInput) (req *request.Request, output *CreatePresignedDomainUrlOutput)

CreatePresignedDomainUrlRequest generates a "aws/request.Request" representing the client's request for the CreatePresignedDomainUrl 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 CreatePresignedDomainUrl for more information on using the CreatePresignedDomainUrl 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 CreatePresignedDomainUrlRequest method.
req, resp := client.CreatePresignedDomainUrlRequest(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/CreatePresignedDomainUrl

func (*SageMaker) CreatePresignedDomainUrlWithContext added in v1.25.47 

func (c *SageMaker) CreatePresignedDomainUrlWithContext(ctx aws.Context, input *CreatePresignedDomainUrlInput, opts ...request.Option) (*CreatePresignedDomainUrlOutput, error)

CreatePresignedDomainUrlWithContext is the same as CreatePresignedDomainUrl with the addition of the ability to pass a context and additional request options.

See CreatePresignedDomainUrl 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.

The IAM role or user used to call this API defines the permissions to access the notebook instance. Once the presigned URL is created, no additional permission is required to access this URL. IAM authorization policies for this API are also enforced for every HTTP request and WebSocket frame that attempts to connect to the notebook instance.

You can restrict access to this API and to the URL that it returns to a list of IP addresses that you specify. 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/security_iam_id-based-policy-examples.html#nbi-ip-filter).

The URL that you get from a call to CreatePresignedNotebookInstanceUrl is valid only for 5 minutes. If you try to use the URL after the 5-minute limit expires, you are directed to the AWS console sign-in page.

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) CreateProcessingJob added in v1.25.47 

func (c *SageMaker) CreateProcessingJob(input *CreateProcessingJobInput) (*CreateProcessingJobOutput, error)

CreateProcessingJob API operation for Amazon SageMaker Service.

Creates a processing 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 CreateProcessingJob for usage and error information.

Returned Error Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateProcessingJob

func (*SageMaker) CreateProcessingJobRequest added in v1.25.47 

func (c *SageMaker) CreateProcessingJobRequest(input *CreateProcessingJobInput) (req *request.Request, output *CreateProcessingJobOutput)

CreateProcessingJobRequest generates a "aws/request.Request" representing the client's request for the CreateProcessingJob 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 CreateProcessingJob for more information on using the CreateProcessingJob 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 CreateProcessingJobRequest method.
req, resp := client.CreateProcessingJobRequest(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/CreateProcessingJob

func (*SageMaker) CreateProcessingJobWithContext added in v1.25.47 

func (c *SageMaker) CreateProcessingJobWithContext(ctx aws.Context, input *CreateProcessingJobInput, opts ...request.Option) (*CreateProcessingJobOutput, error)

CreateProcessingJobWithContext is the same as CreateProcessingJob with the addition of the ability to pass a context and additional request options.

See CreateProcessingJob 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 machine 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 enable the estimation of model parameters during training. Hyperparameters can be tuned to optimize this learning process. For a list of hyperparameters for each training algorithm provided by Amazon SageMaker, see Algorithms (https://docs.aws.amazon.com/sagemaker/latest/dg/algos.html).

  • InputDataConfig - Describes the training dataset and the Amazon S3, EFS, or FSx location where it is stored.

  • OutputDataConfig - Identifies the Amazon S3 bucket 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.

  • EnableManagedSpotTraining - Optimize the cost of training machine learning models by up to 80% by using Amazon EC2 Spot instances. For more information, see Managed Spot Training (https://docs.aws.amazon.com/sagemaker/latest/dg/model-managed-spot-training.html).

  • 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 - To help cap training costs, use MaxRuntimeInSeconds to set a time limit for training. Use MaxWaitTimeInSeconds to specify how long you are willing to wait for a managed spot training job to complete.

For more information about Amazon SageMaker, see How It Works (https://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 Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceNotFound Resource being access is not found.

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, see Batch Transform (https://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 Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceNotFound Resource being access is not found.

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) CreateTrial added in v1.25.47 

func (c *SageMaker) CreateTrial(input *CreateTrialInput) (*CreateTrialOutput, error)

CreateTrial API operation for Amazon SageMaker Service.

Creates an Amazon SageMaker trial. A trial is a set of steps called trial components that produce a machine learning model. A trial is part of a single Amazon SageMaker experiment.

When you use Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS SDK for Python (Boto), you must use the logging APIs provided by the SDK.

You can add tags to a trial and then use the Search API to search for the tags.

To get a list of all your trials, call the ListTrials API. To view a trial's properties, call the DescribeTrial API. To create a trial component, call the CreateTrialComponent 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 CreateTrial for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

  • 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/CreateTrial

func (*SageMaker) CreateTrialComponent added in v1.25.47 

func (c *SageMaker) CreateTrialComponent(input *CreateTrialComponentInput) (*CreateTrialComponentOutput, error)

CreateTrialComponent API operation for Amazon SageMaker Service.

Creates a trial component, which is a stage of a machine learning trial. A trial is composed of one or more trial components. A trial component can be used in multiple trials.

Trial components include pre-processing jobs, training jobs, and batch transform jobs.

When you use Amazon SageMaker Studio or the Amazon SageMaker Python SDK, all experiments, trials, and trial components are automatically tracked, logged, and indexed. When you use the AWS SDK for Python (Boto), you must use the logging APIs provided by the SDK.

You can add tags to a trial component and then use the Search API to search for the tags.

CreateTrialComponent can only be invoked from within an Amazon SageMaker managed environment. This includes Amazon SageMaker training jobs, processing jobs, transform jobs, and Amazon SageMaker notebooks. A call to CreateTrialComponent from outside one of these environments results in an error.

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 CreateTrialComponent for usage and error information.

Returned Error Types:

  • 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/CreateTrialComponent

func (*SageMaker) CreateTrialComponentRequest added in v1.25.47 

func (c *SageMaker) CreateTrialComponentRequest(input *CreateTrialComponentInput) (req *request.Request, output *CreateTrialComponentOutput)

CreateTrialComponentRequest generates a "aws/request.Request" representing the client's request for the CreateTrialComponent 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 CreateTrialComponent for more information on using the CreateTrialComponent 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 CreateTrialComponentRequest method.
req, resp := client.CreateTrialComponentRequest(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/CreateTrialComponent

func (*SageMaker) CreateTrialComponentWithContext added in v1.25.47 

func (c *SageMaker) CreateTrialComponentWithContext(ctx aws.Context, input *CreateTrialComponentInput, opts ...request.Option) (*CreateTrialComponentOutput, error)

CreateTrialComponentWithContext is the same as CreateTrialComponent with the addition of the ability to pass a context and additional request options.

See CreateTrialComponent 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) CreateTrialRequest added in v1.25.47 

func (c *SageMaker) CreateTrialRequest(input *CreateTrialInput) (req *request.Request, output *CreateTrialOutput)

CreateTrialRequest generates a "aws/request.Request" representing the client's request for the CreateTrial 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 CreateTrial for more information on using the CreateTrial 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 CreateTrialRequest method.
req, resp := client.CreateTrialRequest(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/CreateTrial

func (*SageMaker) CreateTrialWithContext added in v1.25.47 

func (c *SageMaker) CreateTrialWithContext(ctx aws.Context, input *CreateTrialInput, opts ...request.Option) (*CreateTrialOutput, error)

CreateTrialWithContext is the same as CreateTrial with the addition of the ability to pass a context and additional request options.

See CreateTrial 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) CreateUserProfile added in v1.25.47 

func (c *SageMaker) CreateUserProfile(input *CreateUserProfileInput) (*CreateUserProfileOutput, error)

CreateUserProfile API operation for Amazon SageMaker Service.

Creates a user profile. A user profile represents a single user within a domain, and is the main way to reference a "person" for the purposes of sharing, reporting, and other user-oriented features. This entity is created when a user onboards to Amazon SageMaker Studio. If an administrator invites a person by email or imports them from SSO, a user profile is automatically created. A user profile is the primary holder of settings for an individual user and has a reference to the user's private Amazon Elastic File System (EFS) home directory.

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 CreateUserProfile for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateUserProfile

func (*SageMaker) CreateUserProfileRequest added in v1.25.47 

func (c *SageMaker) CreateUserProfileRequest(input *CreateUserProfileInput) (req *request.Request, output *CreateUserProfileOutput)

CreateUserProfileRequest generates a "aws/request.Request" representing the client's request for the CreateUserProfile 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 CreateUserProfile for more information on using the CreateUserProfile 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 CreateUserProfileRequest method.
req, resp := client.CreateUserProfileRequest(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/CreateUserProfile

func (*SageMaker) CreateUserProfileWithContext added in v1.25.47 

func (c *SageMaker) CreateUserProfileWithContext(ctx aws.Context, input *CreateUserProfileInput, opts ...request.Option) (*CreateUserProfileOutput, error)

CreateUserProfileWithContext is the same as CreateUserProfile with the addition of the ability to pass a context and additional request options.

See CreateUserProfile 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) CreateWorkforce added in v1.33.12 

func (c *SageMaker) CreateWorkforce(input *CreateWorkforceInput) (*CreateWorkforceOutput, error)

CreateWorkforce API operation for Amazon SageMaker Service.

Use this operation to create a workforce. This operation will return an error if a workforce already exists in the AWS Region that you specify. You can only create one workforce in each AWS Region per AWS account.

If you want to create a new workforce in an AWS Region where a workforce already exists, use the API operation to delete the existing workforce and then use CreateWorkforce to create a new workforce.

To create a private workforce using Amazon Cognito, you must specify a Cognito user pool in CognitoConfig. You can also create an Amazon Cognito workforce using the Amazon SageMaker console. For more information, see Create a Private Workforce (Amazon Cognito) (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-create-private.html).

To create a private workforce using your own OIDC Identity Provider (IdP), specify your IdP configuration in OidcConfig. Your OIDC IdP must support groups because groups are used by Ground Truth and Amazon A2I to create work teams. For more information, see Create a Private Workforce (OIDC IdP) (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-create-private-oidc.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 CreateWorkforce for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/CreateWorkforce

func (*SageMaker) CreateWorkforceRequest added in v1.33.12 

func (c *SageMaker) CreateWorkforceRequest(input *CreateWorkforceInput) (req *request.Request, output *CreateWorkforceOutput)

CreateWorkforceRequest generates a "aws/request.Request" representing the client's request for the CreateWorkforce 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 CreateWorkforce for more information on using the CreateWorkforce 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 CreateWorkforceRequest method.
req, resp := client.CreateWorkforceRequest(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/CreateWorkforce

func (*SageMaker) CreateWorkforceWithContext added in v1.33.12 

func (c *SageMaker) CreateWorkforceWithContext(ctx aws.Context, input *CreateWorkforceInput, opts ...request.Option) (*CreateWorkforceOutput, error)

CreateWorkforceWithContext is the same as CreateWorkforce with the addition of the ability to pass a context and additional request options.

See CreateWorkforce 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 Types:

  • ResourceInUse Resource being accessed is in use.

  • 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) DeleteApp added in v1.25.47 

func (c *SageMaker) DeleteApp(input *DeleteAppInput) (*DeleteAppOutput, error)

DeleteApp API operation for Amazon SageMaker Service.

Used to stop and delete an app.

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 DeleteApp for usage and error information.

Returned Error Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteApp

func (*SageMaker) DeleteAppRequest added in v1.25.47 

func (c *SageMaker) DeleteAppRequest(input *DeleteAppInput) (req *request.Request, output *DeleteAppOutput)

DeleteAppRequest generates a "aws/request.Request" representing the client's request for the DeleteApp 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 DeleteApp for more information on using the DeleteApp 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 DeleteAppRequest method.
req, resp := client.DeleteAppRequest(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/DeleteApp

func (*SageMaker) DeleteAppWithContext added in v1.25.47 

func (c *SageMaker) DeleteAppWithContext(ctx aws.Context, input *DeleteAppInput, opts ...request.Option) (*DeleteAppOutput, error)

DeleteAppWithContext is the same as DeleteApp with the addition of the ability to pass a context and additional request options.

See DeleteApp 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) DeleteDomain added in v1.25.47 

func (c *SageMaker) DeleteDomain(input *DeleteDomainInput) (*DeleteDomainOutput, error)

DeleteDomain API operation for Amazon SageMaker Service.

Used to delete a domain. If you onboarded with IAM mode, you will need to delete your domain to onboard again using SSO. Use with caution. All of the members of the domain will lose access to their EFS volume, including data, notebooks, and other artifacts.

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 DeleteDomain for usage and error information.

Returned Error Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteDomain

func (*SageMaker) DeleteDomainRequest added in v1.25.47 

func (c *SageMaker) DeleteDomainRequest(input *DeleteDomainInput) (req *request.Request, output *DeleteDomainOutput)

DeleteDomainRequest generates a "aws/request.Request" representing the client's request for the DeleteDomain 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 DeleteDomain for more information on using the DeleteDomain 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 DeleteDomainRequest method.
req, resp := client.DeleteDomainRequest(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/DeleteDomain

func (*SageMaker) DeleteDomainWithContext added in v1.25.47 

func (c *SageMaker) DeleteDomainWithContext(ctx aws.Context, input *DeleteDomainInput, opts ...request.Option) (*DeleteDomainOutput, error)

DeleteDomainWithContext is the same as DeleteDomain with the addition of the ability to pass a context and additional request options.

See DeleteDomain 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.

You must not delete an EndpointConfig in use by an endpoint that is live or while the UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. If you delete the EndpointConfig of an endpoint that is active or being created or updated you may lose visibility into the instance type the endpoint is using. The endpoint must be deleted in order to stop incurring charges.

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) DeleteExperiment added in v1.25.47 

func (c *SageMaker) DeleteExperiment(input *DeleteExperimentInput) (*DeleteExperimentOutput, error)

DeleteExperiment API operation for Amazon SageMaker Service.

Deletes an Amazon SageMaker experiment. All trials associated with the experiment must be deleted first. Use the ListTrials API to get a list of the trials associated with the experiment.

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 DeleteExperiment for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteExperiment

func (*SageMaker) DeleteExperimentRequest added in v1.25.47 

func (c *SageMaker) DeleteExperimentRequest(input *DeleteExperimentInput) (req *request.Request, output *DeleteExperimentOutput)

DeleteExperimentRequest generates a "aws/request.Request" representing the client's request for the DeleteExperiment 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 DeleteExperiment for more information on using the DeleteExperiment 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 DeleteExperimentRequest method.
req, resp := client.DeleteExperimentRequest(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/DeleteExperiment

func (*SageMaker) DeleteExperimentWithContext added in v1.25.47 

func (c *SageMaker) DeleteExperimentWithContext(ctx aws.Context, input *DeleteExperimentInput, opts ...request.Option) (*DeleteExperimentOutput, error)

DeleteExperimentWithContext is the same as DeleteExperiment with the addition of the ability to pass a context and additional request options.

See DeleteExperiment 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) DeleteFlowDefinition added in v1.25.47 

func (c *SageMaker) DeleteFlowDefinition(input *DeleteFlowDefinitionInput) (*DeleteFlowDefinitionOutput, error)

DeleteFlowDefinition API operation for Amazon SageMaker Service.

Deletes the specified flow definition.

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 DeleteFlowDefinition for usage and error information.

Returned Error Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteFlowDefinition

func (*SageMaker) DeleteFlowDefinitionRequest added in v1.25.47 

func (c *SageMaker) DeleteFlowDefinitionRequest(input *DeleteFlowDefinitionInput) (req *request.Request, output *DeleteFlowDefinitionOutput)

DeleteFlowDefinitionRequest generates a "aws/request.Request" representing the client's request for the DeleteFlowDefinition 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 DeleteFlowDefinition for more information on using the DeleteFlowDefinition 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 DeleteFlowDefinitionRequest method.
req, resp := client.DeleteFlowDefinitionRequest(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/DeleteFlowDefinition

func (*SageMaker) DeleteFlowDefinitionWithContext added in v1.25.47 

func (c *SageMaker) DeleteFlowDefinitionWithContext(ctx aws.Context, input *DeleteFlowDefinitionInput, opts ...request.Option) (*DeleteFlowDefinitionOutput, error)

DeleteFlowDefinitionWithContext is the same as DeleteFlowDefinition with the addition of the ability to pass a context and additional request options.

See DeleteFlowDefinition 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) DeleteHumanTaskUi added in v1.33.5 

func (c *SageMaker) DeleteHumanTaskUi(input *DeleteHumanTaskUiInput) (*DeleteHumanTaskUiOutput, error)

DeleteHumanTaskUi API operation for Amazon SageMaker Service.

Use this operation to delete a human task user interface (worker task template).

To see a list of human task user interfaces (work task templates) in your account, use . When you delete a worker task template, it no longer appears when you call ListHumanTaskUis.

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 DeleteHumanTaskUi for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteHumanTaskUi

func (*SageMaker) DeleteHumanTaskUiRequest added in v1.33.5 

func (c *SageMaker) DeleteHumanTaskUiRequest(input *DeleteHumanTaskUiInput) (req *request.Request, output *DeleteHumanTaskUiOutput)

DeleteHumanTaskUiRequest generates a "aws/request.Request" representing the client's request for the DeleteHumanTaskUi 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 DeleteHumanTaskUi for more information on using the DeleteHumanTaskUi 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 DeleteHumanTaskUiRequest method.
req, resp := client.DeleteHumanTaskUiRequest(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/DeleteHumanTaskUi

func (*SageMaker) DeleteHumanTaskUiWithContext added in v1.33.5 

func (c *SageMaker) DeleteHumanTaskUiWithContext(ctx aws.Context, input *DeleteHumanTaskUiInput, opts ...request.Option) (*DeleteHumanTaskUiOutput, error)

DeleteHumanTaskUiWithContext is the same as DeleteHumanTaskUi with the addition of the ability to pass a context and additional request options.

See DeleteHumanTaskUi 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 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) DeleteMonitoringSchedule added in v1.25.47 

func (c *SageMaker) DeleteMonitoringSchedule(input *DeleteMonitoringScheduleInput) (*DeleteMonitoringScheduleOutput, error)

DeleteMonitoringSchedule API operation for Amazon SageMaker Service.

Deletes a monitoring schedule. Also stops the schedule had not already been stopped. This does not delete the job execution history of the monitoring schedule.

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 DeleteMonitoringSchedule for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteMonitoringSchedule

func (*SageMaker) DeleteMonitoringScheduleRequest added in v1.25.47 

func (c *SageMaker) DeleteMonitoringScheduleRequest(input *DeleteMonitoringScheduleInput) (req *request.Request, output *DeleteMonitoringScheduleOutput)

DeleteMonitoringScheduleRequest generates a "aws/request.Request" representing the client's request for the DeleteMonitoringSchedule 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 DeleteMonitoringSchedule for more information on using the DeleteMonitoringSchedule 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 DeleteMonitoringScheduleRequest method.
req, resp := client.DeleteMonitoringScheduleRequest(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/DeleteMonitoringSchedule

func (*SageMaker) DeleteMonitoringScheduleWithContext added in v1.25.47 

func (c *SageMaker) DeleteMonitoringScheduleWithContext(ctx aws.Context, input *DeleteMonitoringScheduleInput, opts ...request.Option) (*DeleteMonitoringScheduleOutput, error)

DeleteMonitoringScheduleWithContext is the same as DeleteMonitoringSchedule with the addition of the ability to pass a context and additional request options.

See DeleteMonitoringSchedule 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) DeleteTrial added in v1.25.47 

func (c *SageMaker) DeleteTrial(input *DeleteTrialInput) (*DeleteTrialOutput, error)

DeleteTrial API operation for Amazon SageMaker Service.

Deletes the specified trial. All trial components that make up the trial must be deleted first. Use the DescribeTrialComponent API to get the list of trial components.

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 DeleteTrial for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTrial

func (*SageMaker) DeleteTrialComponent added in v1.25.47 

func (c *SageMaker) DeleteTrialComponent(input *DeleteTrialComponentInput) (*DeleteTrialComponentOutput, error)

DeleteTrialComponent API operation for Amazon SageMaker Service.

Deletes the specified trial component. A trial component must be disassociated from all trials before the trial component can be deleted. To disassociate a trial component from a trial, call the DisassociateTrialComponent 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 DeleteTrialComponent for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteTrialComponent

func (*SageMaker) DeleteTrialComponentRequest added in v1.25.47 

func (c *SageMaker) DeleteTrialComponentRequest(input *DeleteTrialComponentInput) (req *request.Request, output *DeleteTrialComponentOutput)

DeleteTrialComponentRequest generates a "aws/request.Request" representing the client's request for the DeleteTrialComponent 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 DeleteTrialComponent for more information on using the DeleteTrialComponent 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 DeleteTrialComponentRequest method.
req, resp := client.DeleteTrialComponentRequest(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/DeleteTrialComponent

func (*SageMaker) DeleteTrialComponentWithContext added in v1.25.47 

func (c *SageMaker) DeleteTrialComponentWithContext(ctx aws.Context, input *DeleteTrialComponentInput, opts ...request.Option) (*DeleteTrialComponentOutput, error)

DeleteTrialComponentWithContext is the same as DeleteTrialComponent with the addition of the ability to pass a context and additional request options.

See DeleteTrialComponent 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) DeleteTrialRequest added in v1.25.47 

func (c *SageMaker) DeleteTrialRequest(input *DeleteTrialInput) (req *request.Request, output *DeleteTrialOutput)

DeleteTrialRequest generates a "aws/request.Request" representing the client's request for the DeleteTrial 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 DeleteTrial for more information on using the DeleteTrial 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 DeleteTrialRequest method.
req, resp := client.DeleteTrialRequest(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/DeleteTrial

func (*SageMaker) DeleteTrialWithContext added in v1.25.47 

func (c *SageMaker) DeleteTrialWithContext(ctx aws.Context, input *DeleteTrialInput, opts ...request.Option) (*DeleteTrialOutput, error)

DeleteTrialWithContext is the same as DeleteTrial with the addition of the ability to pass a context and additional request options.

See DeleteTrial 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) DeleteUserProfile added in v1.25.47 

func (c *SageMaker) DeleteUserProfile(input *DeleteUserProfileInput) (*DeleteUserProfileOutput, error)

DeleteUserProfile API operation for Amazon SageMaker Service.

Deletes a user profile. When a user profile is deleted, the user loses access to their EFS volume, including data, notebooks, and other artifacts.

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 DeleteUserProfile for usage and error information.

Returned Error Types:

  • ResourceInUse Resource being accessed is in use.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteUserProfile

func (*SageMaker) DeleteUserProfileRequest added in v1.25.47 

func (c *SageMaker) DeleteUserProfileRequest(input *DeleteUserProfileInput) (req *request.Request, output *DeleteUserProfileOutput)

DeleteUserProfileRequest generates a "aws/request.Request" representing the client's request for the DeleteUserProfile 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 DeleteUserProfile for more information on using the DeleteUserProfile 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 DeleteUserProfileRequest method.
req, resp := client.DeleteUserProfileRequest(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/DeleteUserProfile

func (*SageMaker) DeleteUserProfileWithContext added in v1.25.47 

func (c *SageMaker) DeleteUserProfileWithContext(ctx aws.Context, input *DeleteUserProfileInput, opts ...request.Option) (*DeleteUserProfileOutput, error)

DeleteUserProfileWithContext is the same as DeleteUserProfile with the addition of the ability to pass a context and additional request options.

See DeleteUserProfile 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) DeleteWorkforce added in v1.33.12 

func (c *SageMaker) DeleteWorkforce(input *DeleteWorkforceInput) (*DeleteWorkforceOutput, error)

DeleteWorkforce API operation for Amazon SageMaker Service.

Use this operation to delete a workforce.

If you want to create a new workforce in an AWS Region where a workforce already exists, use this operation to delete the existing workforce and then use to create a new workforce.

If a private workforce contains one or more work teams, you must use the operation to delete all work teams before you delete the workforce. If you try to delete a workforce that contains one or more work teams, you will recieve a ResourceInUse error.

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 DeleteWorkforce for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DeleteWorkforce

func (*SageMaker) DeleteWorkforceRequest added in v1.33.12 

func (c *SageMaker) DeleteWorkforceRequest(input *DeleteWorkforceInput) (req *request.Request, output *DeleteWorkforceOutput)

DeleteWorkforceRequest generates a "aws/request.Request" representing the client's request for the DeleteWorkforce 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 DeleteWorkforce for more information on using the DeleteWorkforce 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 DeleteWorkforceRequest method.
req, resp := client.DeleteWorkforceRequest(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/DeleteWorkforce

func (*SageMaker) DeleteWorkforceWithContext added in v1.33.12 

func (c *SageMaker) DeleteWorkforceWithContext(ctx aws.Context, input *DeleteWorkforceInput, opts ...request.Option) (*DeleteWorkforceOutput, error)

DeleteWorkforceWithContext is the same as DeleteWorkforce with the addition of the ability to pass a context and additional request options.

See DeleteWorkforce 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 Types:

  • 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) DescribeApp added in v1.25.47 

func (c *SageMaker) DescribeApp(input *DescribeAppInput) (*DescribeAppOutput, error)

DescribeApp API operation for Amazon SageMaker Service.

Describes the app.

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 DescribeApp for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeApp

func (*SageMaker) DescribeAppRequest added in v1.25.47 

func (c *SageMaker) DescribeAppRequest(input *DescribeAppInput) (req *request.Request, output *DescribeAppOutput)

DescribeAppRequest generates a "aws/request.Request" representing the client's request for the DescribeApp 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 DescribeApp for more information on using the DescribeApp 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 DescribeAppRequest method.
req, resp := client.DescribeAppRequest(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/DescribeApp

func (*SageMaker) DescribeAppWithContext added in v1.25.47 

func (c *SageMaker) DescribeAppWithContext(ctx aws.Context, input *DescribeAppInput, opts ...request.Option) (*DescribeAppOutput, error)

DescribeAppWithContext is the same as DescribeApp with the addition of the ability to pass a context and additional request options.

See DescribeApp 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) DescribeAutoMLJob added in v1.25.47 

func (c *SageMaker) DescribeAutoMLJob(input *DescribeAutoMLJobInput) (*DescribeAutoMLJobOutput, error)

DescribeAutoMLJob API operation for Amazon SageMaker Service.

Returns information about an Amazon SageMaker 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 DescribeAutoMLJob for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeAutoMLJob

func (*SageMaker) DescribeAutoMLJobRequest added in v1.25.47 

func (c *SageMaker) DescribeAutoMLJobRequest(input *DescribeAutoMLJobInput) (req *request.Request, output *DescribeAutoMLJobOutput)

DescribeAutoMLJobRequest generates a "aws/request.Request" representing the client's request for the DescribeAutoMLJob 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 DescribeAutoMLJob for more information on using the DescribeAutoMLJob 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 DescribeAutoMLJobRequest method.
req, resp := client.DescribeAutoMLJobRequest(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/DescribeAutoMLJob

func (*SageMaker) DescribeAutoMLJobWithContext added in v1.25.47 

func (c *SageMaker) DescribeAutoMLJobWithContext(ctx aws.Context, input *DescribeAutoMLJobInput, opts ...request.Option) (*DescribeAutoMLJobOutput, error)

DescribeAutoMLJobWithContext is the same as DescribeAutoMLJob with the addition of the ability to pass a context and additional request options.

See DescribeAutoMLJob 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 Types:

  • 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) DescribeDomain added in v1.25.47 

func (c *SageMaker) DescribeDomain(input *DescribeDomainInput) (*DescribeDomainOutput, error)

DescribeDomain API operation for Amazon SageMaker Service.

The description of the domain.

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 DescribeDomain for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeDomain

func (*SageMaker) DescribeDomainRequest added in v1.25.47 

func (c *SageMaker) DescribeDomainRequest(input *DescribeDomainInput) (req *request.Request, output *DescribeDomainOutput)

DescribeDomainRequest generates a "aws/request.Request" representing the client's request for the DescribeDomain 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 DescribeDomain for more information on using the DescribeDomain 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 DescribeDomainRequest method.
req, resp := client.DescribeDomainRequest(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/DescribeDomain

func (*SageMaker) DescribeDomainWithContext added in v1.25.47 

func (c *SageMaker) DescribeDomainWithContext(ctx aws.Context, input *DescribeDomainInput, opts ...request.Option) (*DescribeDomainOutput, error)

DescribeDomainWithContext is the same as DescribeDomain with the addition of the ability to pass a context and additional request options.

See DescribeDomain 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) DescribeExperiment added in v1.25.47 

func (c *SageMaker) DescribeExperiment(input *DescribeExperimentInput) (*DescribeExperimentOutput, error)

DescribeExperiment API operation for Amazon SageMaker Service.

Provides a list of an experiment's properties.

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 DescribeExperiment for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeExperiment

func (*SageMaker) DescribeExperimentRequest added in v1.25.47 

func (c *SageMaker) DescribeExperimentRequest(input *DescribeExperimentInput) (req *request.Request, output *DescribeExperimentOutput)

DescribeExperimentRequest generates a "aws/request.Request" representing the client's request for the DescribeExperiment 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 DescribeExperiment for more information on using the DescribeExperiment 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 DescribeExperimentRequest method.
req, resp := client.DescribeExperimentRequest(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/DescribeExperiment

func (*SageMaker) DescribeExperimentWithContext added in v1.25.47 

func (c *SageMaker) DescribeExperimentWithContext(ctx aws.Context, input *DescribeExperimentInput, opts ...request.Option) (*DescribeExperimentOutput, error)

DescribeExperimentWithContext is the same as DescribeExperiment with the addition of the ability to pass a context and additional request options.

See DescribeExperiment 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) DescribeFlowDefinition added in v1.25.47 

func (c *SageMaker) DescribeFlowDefinition(input *DescribeFlowDefinitionInput) (*DescribeFlowDefinitionOutput, error)

DescribeFlowDefinition API operation for Amazon SageMaker Service.

Returns information about the specified flow definition.

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 DescribeFlowDefinition for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeFlowDefinition

func (*SageMaker) DescribeFlowDefinitionRequest added in v1.25.47 

func (c *SageMaker) DescribeFlowDefinitionRequest(input *DescribeFlowDefinitionInput) (req *request.Request, output *DescribeFlowDefinitionOutput)

DescribeFlowDefinitionRequest generates a "aws/request.Request" representing the client's request for the DescribeFlowDefinition 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 DescribeFlowDefinition for more information on using the DescribeFlowDefinition 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 DescribeFlowDefinitionRequest method.
req, resp := client.DescribeFlowDefinitionRequest(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/DescribeFlowDefinition

func (*SageMaker) DescribeFlowDefinitionWithContext added in v1.25.47 

func (c *SageMaker) DescribeFlowDefinitionWithContext(ctx aws.Context, input *DescribeFlowDefinitionInput, opts ...request.Option) (*DescribeFlowDefinitionOutput, error)

DescribeFlowDefinitionWithContext is the same as DescribeFlowDefinition with the addition of the ability to pass a context and additional request options.

See DescribeFlowDefinition 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) DescribeHumanTaskUi added in v1.25.47 

func (c *SageMaker) DescribeHumanTaskUi(input *DescribeHumanTaskUiInput) (*DescribeHumanTaskUiOutput, error)

DescribeHumanTaskUi API operation for Amazon SageMaker Service.

Returns information about the requested human task user interface (worker task template).

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 DescribeHumanTaskUi for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeHumanTaskUi

func (*SageMaker) DescribeHumanTaskUiRequest added in v1.25.47 

func (c *SageMaker) DescribeHumanTaskUiRequest(input *DescribeHumanTaskUiInput) (req *request.Request, output *DescribeHumanTaskUiOutput)

DescribeHumanTaskUiRequest generates a "aws/request.Request" representing the client's request for the DescribeHumanTaskUi 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 DescribeHumanTaskUi for more information on using the DescribeHumanTaskUi 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 DescribeHumanTaskUiRequest method.
req, resp := client.DescribeHumanTaskUiRequest(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/DescribeHumanTaskUi

func (*SageMaker) DescribeHumanTaskUiWithContext added in v1.25.47 

func (c *SageMaker) DescribeHumanTaskUiWithContext(ctx aws.Context, input *DescribeHumanTaskUiInput, opts ...request.Option) (*DescribeHumanTaskUiOutput, error)

DescribeHumanTaskUiWithContext is the same as DescribeHumanTaskUi with the addition of the ability to pass a context and additional request options.

See DescribeHumanTaskUi 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 Types:

  • 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 Types:

  • 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 them on AWS Marketplace.

To create models in Amazon SageMaker, buyers can subscribe to model packages listed on 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 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) DescribeMonitoringSchedule added in v1.25.47 

func (c *SageMaker) DescribeMonitoringSchedule(input *DescribeMonitoringScheduleInput) (*DescribeMonitoringScheduleOutput, error)

DescribeMonitoringSchedule API operation for Amazon SageMaker Service.

Describes the schedule for a monitoring 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 DescribeMonitoringSchedule for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeMonitoringSchedule

func (*SageMaker) DescribeMonitoringScheduleRequest added in v1.25.47 

func (c *SageMaker) DescribeMonitoringScheduleRequest(input *DescribeMonitoringScheduleInput) (req *request.Request, output *DescribeMonitoringScheduleOutput)

DescribeMonitoringScheduleRequest generates a "aws/request.Request" representing the client's request for the DescribeMonitoringSchedule 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 DescribeMonitoringSchedule for more information on using the DescribeMonitoringSchedule 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 DescribeMonitoringScheduleRequest method.
req, resp := client.DescribeMonitoringScheduleRequest(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/DescribeMonitoringSchedule

func (*SageMaker) DescribeMonitoringScheduleWithContext added in v1.25.47 

func (c *SageMaker) DescribeMonitoringScheduleWithContext(ctx aws.Context, input *DescribeMonitoringScheduleInput, opts ...request.Option) (*DescribeMonitoringScheduleOutput, error)

DescribeMonitoringScheduleWithContext is the same as DescribeMonitoringSchedule with the addition of the ability to pass a context and additional request options.

See DescribeMonitoringSchedule 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 (https://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) DescribeProcessingJob added in v1.25.47 

func (c *SageMaker) DescribeProcessingJob(input *DescribeProcessingJobInput) (*DescribeProcessingJobOutput, error)

DescribeProcessingJob API operation for Amazon SageMaker Service.

Returns a description of a processing 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 DescribeProcessingJob for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeProcessingJob

func (*SageMaker) DescribeProcessingJobRequest added in v1.25.47 

func (c *SageMaker) DescribeProcessingJobRequest(input *DescribeProcessingJobInput) (req *request.Request, output *DescribeProcessingJobOutput)

DescribeProcessingJobRequest generates a "aws/request.Request" representing the client's request for the DescribeProcessingJob 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 DescribeProcessingJob for more information on using the DescribeProcessingJob 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 DescribeProcessingJobRequest method.
req, resp := client.DescribeProcessingJobRequest(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/DescribeProcessingJob

func (*SageMaker) DescribeProcessingJobWithContext added in v1.25.47 

func (c *SageMaker) DescribeProcessingJobWithContext(ctx aws.Context, input *DescribeProcessingJobInput, opts ...request.Option) (*DescribeProcessingJobOutput, error)

DescribeProcessingJobWithContext is the same as DescribeProcessingJob with the addition of the ability to pass a context and additional request options.

See DescribeProcessingJob 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 Types:

  • 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 Types:

  • 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) DescribeTrial added in v1.25.47 

func (c *SageMaker) DescribeTrial(input *DescribeTrialInput) (*DescribeTrialOutput, error)

DescribeTrial API operation for Amazon SageMaker Service.

Provides a list of a trial's properties.

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 DescribeTrial for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrial

func (*SageMaker) DescribeTrialComponent added in v1.25.47 

func (c *SageMaker) DescribeTrialComponent(input *DescribeTrialComponentInput) (*DescribeTrialComponentOutput, error)

DescribeTrialComponent API operation for Amazon SageMaker Service.

Provides a list of a trials component's properties.

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 DescribeTrialComponent for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeTrialComponent

func (*SageMaker) DescribeTrialComponentRequest added in v1.25.47 

func (c *SageMaker) DescribeTrialComponentRequest(input *DescribeTrialComponentInput) (req *request.Request, output *DescribeTrialComponentOutput)

DescribeTrialComponentRequest generates a "aws/request.Request" representing the client's request for the DescribeTrialComponent 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 DescribeTrialComponent for more information on using the DescribeTrialComponent 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 DescribeTrialComponentRequest method.
req, resp := client.DescribeTrialComponentRequest(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/DescribeTrialComponent

func (*SageMaker) DescribeTrialComponentWithContext added in v1.25.47 

func (c *SageMaker) DescribeTrialComponentWithContext(ctx aws.Context, input *DescribeTrialComponentInput, opts ...request.Option) (*DescribeTrialComponentOutput, error)

DescribeTrialComponentWithContext is the same as DescribeTrialComponent with the addition of the ability to pass a context and additional request options.

See DescribeTrialComponent 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) DescribeTrialRequest added in v1.25.47 

func (c *SageMaker) DescribeTrialRequest(input *DescribeTrialInput) (req *request.Request, output *DescribeTrialOutput)

DescribeTrialRequest generates a "aws/request.Request" representing the client's request for the DescribeTrial 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 DescribeTrial for more information on using the DescribeTrial 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 DescribeTrialRequest method.
req, resp := client.DescribeTrialRequest(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/DescribeTrial

func (*SageMaker) DescribeTrialWithContext added in v1.25.47 

func (c *SageMaker) DescribeTrialWithContext(ctx aws.Context, input *DescribeTrialInput, opts ...request.Option) (*DescribeTrialOutput, error)

DescribeTrialWithContext is the same as DescribeTrial with the addition of the ability to pass a context and additional request options.

See DescribeTrial 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) DescribeUserProfile added in v1.25.47 

func (c *SageMaker) DescribeUserProfile(input *DescribeUserProfileInput) (*DescribeUserProfileOutput, error)

DescribeUserProfile API operation for Amazon SageMaker Service.

Describes a user profile. For more information, see CreateUserProfile.

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 DescribeUserProfile for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeUserProfile

func (*SageMaker) DescribeUserProfileRequest added in v1.25.47 

func (c *SageMaker) DescribeUserProfileRequest(input *DescribeUserProfileInput) (req *request.Request, output *DescribeUserProfileOutput)

DescribeUserProfileRequest generates a "aws/request.Request" representing the client's request for the DescribeUserProfile 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 DescribeUserProfile for more information on using the DescribeUserProfile 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 DescribeUserProfileRequest method.
req, resp := client.DescribeUserProfileRequest(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/DescribeUserProfile

func (*SageMaker) DescribeUserProfileWithContext added in v1.25.47 

func (c *SageMaker) DescribeUserProfileWithContext(ctx aws.Context, input *DescribeUserProfileInput, opts ...request.Option) (*DescribeUserProfileOutput, error)

DescribeUserProfileWithContext is the same as DescribeUserProfile with the addition of the ability to pass a context and additional request options.

See DescribeUserProfile 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) DescribeWorkforce added in v1.28.4 

func (c *SageMaker) DescribeWorkforce(input *DescribeWorkforceInput) (*DescribeWorkforceOutput, error)

DescribeWorkforce API operation for Amazon SageMaker Service.

Lists private workforce information, including workforce name, Amazon Resource Name (ARN), and, if applicable, allowed IP address ranges (CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html)). Allowable IP address ranges are the IP addresses that workers can use to access tasks.

This operation applies only to private workforces.

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 DescribeWorkforce for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DescribeWorkforce

func (*SageMaker) DescribeWorkforceRequest added in v1.28.4 

func (c *SageMaker) DescribeWorkforceRequest(input *DescribeWorkforceInput) (req *request.Request, output *DescribeWorkforceOutput)

DescribeWorkforceRequest generates a "aws/request.Request" representing the client's request for the DescribeWorkforce 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 DescribeWorkforce for more information on using the DescribeWorkforce 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 DescribeWorkforceRequest method.
req, resp := client.DescribeWorkforceRequest(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/DescribeWorkforce

func (*SageMaker) DescribeWorkforceWithContext added in v1.28.4 

func (c *SageMaker) DescribeWorkforceWithContext(ctx aws.Context, input *DescribeWorkforceInput, opts ...request.Option) (*DescribeWorkforceOutput, error)

DescribeWorkforceWithContext is the same as DescribeWorkforce with the addition of the ability to pass a context and additional request options.

See DescribeWorkforce 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) DisassociateTrialComponent added in v1.25.47 

func (c *SageMaker) DisassociateTrialComponent(input *DisassociateTrialComponentInput) (*DisassociateTrialComponentOutput, error)

DisassociateTrialComponent API operation for Amazon SageMaker Service.

Disassociates a trial component from a trial. This doesn't effect other trials the component is associated with. Before you can delete a component, you must disassociate the component from all trials it is associated with. To associate a trial component with a trial, call the AssociateTrialComponent API.

To get a list of the trials a component is associated with, use the Search API. Specify ExperimentTrialComponent for the Resource parameter. The list appears in the response under Results.TrialComponent.Parents.

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 DisassociateTrialComponent for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/DisassociateTrialComponent

func (*SageMaker) DisassociateTrialComponentRequest added in v1.25.47 

func (c *SageMaker) DisassociateTrialComponentRequest(input *DisassociateTrialComponentInput) (req *request.Request, output *DisassociateTrialComponentOutput)

DisassociateTrialComponentRequest generates a "aws/request.Request" representing the client's request for the DisassociateTrialComponent 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 DisassociateTrialComponent for more information on using the DisassociateTrialComponent 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 DisassociateTrialComponentRequest method.
req, resp := client.DisassociateTrialComponentRequest(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/DisassociateTrialComponent

func (*SageMaker) DisassociateTrialComponentWithContext added in v1.25.47 

func (c *SageMaker) DisassociateTrialComponentWithContext(ctx aws.Context, input *DisassociateTrialComponentInput, opts ...request.Option) (*DisassociateTrialComponentOutput, error)

DisassociateTrialComponentWithContext is the same as DisassociateTrialComponent with the addition of the ability to pass a context and additional request options.

See DisassociateTrialComponent 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.

An auto-complete API for the search functionality in the Amazon SageMaker console. It returns suggestions of possible matches 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) ListAlgorithmsPages added in v1.25.47 

func (c *SageMaker) ListAlgorithmsPages(input *ListAlgorithmsInput, fn func(*ListAlgorithmsOutput, bool) bool) error

ListAlgorithmsPages iterates over the pages of a ListAlgorithms operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListAlgorithms 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 ListAlgorithms operation.
pageNum := 0
err := client.ListAlgorithmsPages(params,
    func(page *sagemaker.ListAlgorithmsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListAlgorithmsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListAlgorithmsPagesWithContext(ctx aws.Context, input *ListAlgorithmsInput, fn func(*ListAlgorithmsOutput, bool) bool, opts ...request.Option) error

ListAlgorithmsPagesWithContext same as ListAlgorithmsPages 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) 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) ListApps added in v1.25.47 

func (c *SageMaker) ListApps(input *ListAppsInput) (*ListAppsOutput, error)

ListApps API operation for Amazon SageMaker Service.

Lists apps.

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 ListApps for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListApps

func (*SageMaker) ListAppsPages added in v1.25.47 

func (c *SageMaker) ListAppsPages(input *ListAppsInput, fn func(*ListAppsOutput, bool) bool) error

ListAppsPages iterates over the pages of a ListApps operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListApps 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 ListApps operation.
pageNum := 0
err := client.ListAppsPages(params,
    func(page *sagemaker.ListAppsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListAppsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListAppsPagesWithContext(ctx aws.Context, input *ListAppsInput, fn func(*ListAppsOutput, bool) bool, opts ...request.Option) error

ListAppsPagesWithContext same as ListAppsPages 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) ListAppsRequest added in v1.25.47 

func (c *SageMaker) ListAppsRequest(input *ListAppsInput) (req *request.Request, output *ListAppsOutput)

ListAppsRequest generates a "aws/request.Request" representing the client's request for the ListApps 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 ListApps for more information on using the ListApps 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 ListAppsRequest method.
req, resp := client.ListAppsRequest(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/ListApps

func (*SageMaker) ListAppsWithContext added in v1.25.47 

func (c *SageMaker) ListAppsWithContext(ctx aws.Context, input *ListAppsInput, opts ...request.Option) (*ListAppsOutput, error)

ListAppsWithContext is the same as ListApps with the addition of the ability to pass a context and additional request options.

See ListApps 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) ListAutoMLJobs added in v1.25.47 

func (c *SageMaker) ListAutoMLJobs(input *ListAutoMLJobsInput) (*ListAutoMLJobsOutput, error)

ListAutoMLJobs API operation for Amazon SageMaker Service.

Request a list of 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 ListAutoMLJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListAutoMLJobs

func (*SageMaker) ListAutoMLJobsPages added in v1.25.47 

func (c *SageMaker) ListAutoMLJobsPages(input *ListAutoMLJobsInput, fn func(*ListAutoMLJobsOutput, bool) bool) error

ListAutoMLJobsPages iterates over the pages of a ListAutoMLJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListAutoMLJobs 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 ListAutoMLJobs operation.
pageNum := 0
err := client.ListAutoMLJobsPages(params,
    func(page *sagemaker.ListAutoMLJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListAutoMLJobsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListAutoMLJobsPagesWithContext(ctx aws.Context, input *ListAutoMLJobsInput, fn func(*ListAutoMLJobsOutput, bool) bool, opts ...request.Option) error

ListAutoMLJobsPagesWithContext same as ListAutoMLJobsPages 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) ListAutoMLJobsRequest added in v1.25.47 

func (c *SageMaker) ListAutoMLJobsRequest(input *ListAutoMLJobsInput) (req *request.Request, output *ListAutoMLJobsOutput)

ListAutoMLJobsRequest generates a "aws/request.Request" representing the client's request for the ListAutoMLJobs 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 ListAutoMLJobs for more information on using the ListAutoMLJobs 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 ListAutoMLJobsRequest method.
req, resp := client.ListAutoMLJobsRequest(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/ListAutoMLJobs

func (*SageMaker) ListAutoMLJobsWithContext added in v1.25.47 

func (c *SageMaker) ListAutoMLJobsWithContext(ctx aws.Context, input *ListAutoMLJobsInput, opts ...request.Option) (*ListAutoMLJobsOutput, error)

ListAutoMLJobsWithContext is the same as ListAutoMLJobs with the addition of the ability to pass a context and additional request options.

See ListAutoMLJobs 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) ListCandidatesForAutoMLJob added in v1.25.47 

func (c *SageMaker) ListCandidatesForAutoMLJob(input *ListCandidatesForAutoMLJobInput) (*ListCandidatesForAutoMLJobOutput, error)

ListCandidatesForAutoMLJob API operation for Amazon SageMaker Service.

List the Candidates created for the 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 ListCandidatesForAutoMLJob for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListCandidatesForAutoMLJob

func (*SageMaker) ListCandidatesForAutoMLJobPages added in v1.25.47 

func (c *SageMaker) ListCandidatesForAutoMLJobPages(input *ListCandidatesForAutoMLJobInput, fn func(*ListCandidatesForAutoMLJobOutput, bool) bool) error

ListCandidatesForAutoMLJobPages iterates over the pages of a ListCandidatesForAutoMLJob operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListCandidatesForAutoMLJob 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 ListCandidatesForAutoMLJob operation.
pageNum := 0
err := client.ListCandidatesForAutoMLJobPages(params,
    func(page *sagemaker.ListCandidatesForAutoMLJobOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListCandidatesForAutoMLJobPagesWithContext added in v1.25.47 

func (c *SageMaker) ListCandidatesForAutoMLJobPagesWithContext(ctx aws.Context, input *ListCandidatesForAutoMLJobInput, fn func(*ListCandidatesForAutoMLJobOutput, bool) bool, opts ...request.Option) error

ListCandidatesForAutoMLJobPagesWithContext same as ListCandidatesForAutoMLJobPages 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) ListCandidatesForAutoMLJobRequest added in v1.25.47 

func (c *SageMaker) ListCandidatesForAutoMLJobRequest(input *ListCandidatesForAutoMLJobInput) (req *request.Request, output *ListCandidatesForAutoMLJobOutput)

ListCandidatesForAutoMLJobRequest generates a "aws/request.Request" representing the client's request for the ListCandidatesForAutoMLJob 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 ListCandidatesForAutoMLJob for more information on using the ListCandidatesForAutoMLJob 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 ListCandidatesForAutoMLJobRequest method.
req, resp := client.ListCandidatesForAutoMLJobRequest(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/ListCandidatesForAutoMLJob

func (*SageMaker) ListCandidatesForAutoMLJobWithContext added in v1.25.47 

func (c *SageMaker) ListCandidatesForAutoMLJobWithContext(ctx aws.Context, input *ListCandidatesForAutoMLJobInput, opts ...request.Option) (*ListCandidatesForAutoMLJobOutput, error)

ListCandidatesForAutoMLJobWithContext is the same as ListCandidatesForAutoMLJob with the addition of the ability to pass a context and additional request options.

See ListCandidatesForAutoMLJob 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) ListCodeRepositoriesPages added in v1.25.47 

func (c *SageMaker) ListCodeRepositoriesPages(input *ListCodeRepositoriesInput, fn func(*ListCodeRepositoriesOutput, bool) bool) error

ListCodeRepositoriesPages iterates over the pages of a ListCodeRepositories operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListCodeRepositories 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 ListCodeRepositories operation.
pageNum := 0
err := client.ListCodeRepositoriesPages(params,
    func(page *sagemaker.ListCodeRepositoriesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListCodeRepositoriesPagesWithContext added in v1.25.47 

func (c *SageMaker) ListCodeRepositoriesPagesWithContext(ctx aws.Context, input *ListCodeRepositoriesInput, fn func(*ListCodeRepositoriesOutput, bool) bool, opts ...request.Option) error

ListCodeRepositoriesPagesWithContext same as ListCodeRepositoriesPages 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) 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 *sagemaker.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) ListDomains added in v1.25.47 

func (c *SageMaker) ListDomains(input *ListDomainsInput) (*ListDomainsOutput, error)

ListDomains API operation for Amazon SageMaker Service.

Lists the domains.

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 ListDomains for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListDomains

func (*SageMaker) ListDomainsPages added in v1.25.47 

func (c *SageMaker) ListDomainsPages(input *ListDomainsInput, fn func(*ListDomainsOutput, bool) bool) error

ListDomainsPages iterates over the pages of a ListDomains operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListDomains 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 ListDomains operation.
pageNum := 0
err := client.ListDomainsPages(params,
    func(page *sagemaker.ListDomainsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListDomainsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListDomainsPagesWithContext(ctx aws.Context, input *ListDomainsInput, fn func(*ListDomainsOutput, bool) bool, opts ...request.Option) error

ListDomainsPagesWithContext same as ListDomainsPages 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) ListDomainsRequest added in v1.25.47 

func (c *SageMaker) ListDomainsRequest(input *ListDomainsInput) (req *request.Request, output *ListDomainsOutput)

ListDomainsRequest generates a "aws/request.Request" representing the client's request for the ListDomains 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 ListDomains for more information on using the ListDomains 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 ListDomainsRequest method.
req, resp := client.ListDomainsRequest(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/ListDomains

func (*SageMaker) ListDomainsWithContext added in v1.25.47 

func (c *SageMaker) ListDomainsWithContext(ctx aws.Context, input *ListDomainsInput, opts ...request.Option) (*ListDomainsOutput, error)

ListDomainsWithContext is the same as ListDomains with the addition of the ability to pass a context and additional request options.

See ListDomains 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 *sagemaker.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 *sagemaker.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) ListExperiments added in v1.25.47 

func (c *SageMaker) ListExperiments(input *ListExperimentsInput) (*ListExperimentsOutput, error)

ListExperiments API operation for Amazon SageMaker Service.

Lists all the experiments in your account. The list can be filtered to show only experiments that were created in a specific time range. The list can be sorted by experiment name or creation time.

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 ListExperiments for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListExperiments

func (*SageMaker) ListExperimentsPages added in v1.25.47 

func (c *SageMaker) ListExperimentsPages(input *ListExperimentsInput, fn func(*ListExperimentsOutput, bool) bool) error

ListExperimentsPages iterates over the pages of a ListExperiments operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListExperiments 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 ListExperiments operation.
pageNum := 0
err := client.ListExperimentsPages(params,
    func(page *sagemaker.ListExperimentsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListExperimentsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListExperimentsPagesWithContext(ctx aws.Context, input *ListExperimentsInput, fn func(*ListExperimentsOutput, bool) bool, opts ...request.Option) error

ListExperimentsPagesWithContext same as ListExperimentsPages 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) ListExperimentsRequest added in v1.25.47 

func (c *SageMaker) ListExperimentsRequest(input *ListExperimentsInput) (req *request.Request, output *ListExperimentsOutput)

ListExperimentsRequest generates a "aws/request.Request" representing the client's request for the ListExperiments 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 ListExperiments for more information on using the ListExperiments 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 ListExperimentsRequest method.
req, resp := client.ListExperimentsRequest(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/ListExperiments

func (*SageMaker) ListExperimentsWithContext added in v1.25.47 

func (c *SageMaker) ListExperimentsWithContext(ctx aws.Context, input *ListExperimentsInput, opts ...request.Option) (*ListExperimentsOutput, error)

ListExperimentsWithContext is the same as ListExperiments with the addition of the ability to pass a context and additional request options.

See ListExperiments 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) ListFlowDefinitions added in v1.25.47 

func (c *SageMaker) ListFlowDefinitions(input *ListFlowDefinitionsInput) (*ListFlowDefinitionsOutput, error)

ListFlowDefinitions API operation for Amazon SageMaker Service.

Returns information about the flow definitions 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 ListFlowDefinitions for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListFlowDefinitions

func (*SageMaker) ListFlowDefinitionsPages added in v1.25.47 

func (c *SageMaker) ListFlowDefinitionsPages(input *ListFlowDefinitionsInput, fn func(*ListFlowDefinitionsOutput, bool) bool) error

ListFlowDefinitionsPages iterates over the pages of a ListFlowDefinitions operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListFlowDefinitions 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 ListFlowDefinitions operation.
pageNum := 0
err := client.ListFlowDefinitionsPages(params,
    func(page *sagemaker.ListFlowDefinitionsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListFlowDefinitionsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListFlowDefinitionsPagesWithContext(ctx aws.Context, input *ListFlowDefinitionsInput, fn func(*ListFlowDefinitionsOutput, bool) bool, opts ...request.Option) error

ListFlowDefinitionsPagesWithContext same as ListFlowDefinitionsPages 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) ListFlowDefinitionsRequest added in v1.25.47 

func (c *SageMaker) ListFlowDefinitionsRequest(input *ListFlowDefinitionsInput) (req *request.Request, output *ListFlowDefinitionsOutput)

ListFlowDefinitionsRequest generates a "aws/request.Request" representing the client's request for the ListFlowDefinitions 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 ListFlowDefinitions for more information on using the ListFlowDefinitions 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 ListFlowDefinitionsRequest method.
req, resp := client.ListFlowDefinitionsRequest(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/ListFlowDefinitions

func (*SageMaker) ListFlowDefinitionsWithContext added in v1.25.47 

func (c *SageMaker) ListFlowDefinitionsWithContext(ctx aws.Context, input *ListFlowDefinitionsInput, opts ...request.Option) (*ListFlowDefinitionsOutput, error)

ListFlowDefinitionsWithContext is the same as ListFlowDefinitions with the addition of the ability to pass a context and additional request options.

See ListFlowDefinitions 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) ListHumanTaskUis added in v1.25.47 

func (c *SageMaker) ListHumanTaskUis(input *ListHumanTaskUisInput) (*ListHumanTaskUisOutput, error)

ListHumanTaskUis API operation for Amazon SageMaker Service.

Returns information about the human task user interfaces 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 ListHumanTaskUis for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListHumanTaskUis

func (*SageMaker) ListHumanTaskUisPages added in v1.25.47 

func (c *SageMaker) ListHumanTaskUisPages(input *ListHumanTaskUisInput, fn func(*ListHumanTaskUisOutput, bool) bool) error

ListHumanTaskUisPages iterates over the pages of a ListHumanTaskUis operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListHumanTaskUis 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 ListHumanTaskUis operation.
pageNum := 0
err := client.ListHumanTaskUisPages(params,
    func(page *sagemaker.ListHumanTaskUisOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListHumanTaskUisPagesWithContext added in v1.25.47 

func (c *SageMaker) ListHumanTaskUisPagesWithContext(ctx aws.Context, input *ListHumanTaskUisInput, fn func(*ListHumanTaskUisOutput, bool) bool, opts ...request.Option) error

ListHumanTaskUisPagesWithContext same as ListHumanTaskUisPages 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) ListHumanTaskUisRequest added in v1.25.47 

func (c *SageMaker) ListHumanTaskUisRequest(input *ListHumanTaskUisInput) (req *request.Request, output *ListHumanTaskUisOutput)

ListHumanTaskUisRequest generates a "aws/request.Request" representing the client's request for the ListHumanTaskUis 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 ListHumanTaskUis for more information on using the ListHumanTaskUis 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 ListHumanTaskUisRequest method.
req, resp := client.ListHumanTaskUisRequest(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/ListHumanTaskUis

func (*SageMaker) ListHumanTaskUisWithContext added in v1.25.47 

func (c *SageMaker) ListHumanTaskUisWithContext(ctx aws.Context, input *ListHumanTaskUisInput, opts ...request.Option) (*ListHumanTaskUisOutput, error)

ListHumanTaskUisWithContext is the same as ListHumanTaskUis with the addition of the ability to pass a context and additional request options.

See ListHumanTaskUis 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 *sagemaker.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 Types:

  • 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 *sagemaker.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 *sagemaker.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) ListModelPackagesPages added in v1.25.47 

func (c *SageMaker) ListModelPackagesPages(input *ListModelPackagesInput, fn func(*ListModelPackagesOutput, bool) bool) error

ListModelPackagesPages iterates over the pages of a ListModelPackages operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListModelPackages 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 ListModelPackages operation.
pageNum := 0
err := client.ListModelPackagesPages(params,
    func(page *sagemaker.ListModelPackagesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListModelPackagesPagesWithContext added in v1.25.47 

func (c *SageMaker) ListModelPackagesPagesWithContext(ctx aws.Context, input *ListModelPackagesInput, fn func(*ListModelPackagesOutput, bool) bool, opts ...request.Option) error

ListModelPackagesPagesWithContext same as ListModelPackagesPages 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) 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 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 *sagemaker.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) ListMonitoringExecutions added in v1.25.47 

func (c *SageMaker) ListMonitoringExecutions(input *ListMonitoringExecutionsInput) (*ListMonitoringExecutionsOutput, error)

ListMonitoringExecutions API operation for Amazon SageMaker Service.

Returns list of all monitoring job executions.

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 ListMonitoringExecutions for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListMonitoringExecutions

func (*SageMaker) ListMonitoringExecutionsPages added in v1.25.47 

func (c *SageMaker) ListMonitoringExecutionsPages(input *ListMonitoringExecutionsInput, fn func(*ListMonitoringExecutionsOutput, bool) bool) error

ListMonitoringExecutionsPages iterates over the pages of a ListMonitoringExecutions operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListMonitoringExecutions 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 ListMonitoringExecutions operation.
pageNum := 0
err := client.ListMonitoringExecutionsPages(params,
    func(page *sagemaker.ListMonitoringExecutionsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListMonitoringExecutionsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListMonitoringExecutionsPagesWithContext(ctx aws.Context, input *ListMonitoringExecutionsInput, fn func(*ListMonitoringExecutionsOutput, bool) bool, opts ...request.Option) error

ListMonitoringExecutionsPagesWithContext same as ListMonitoringExecutionsPages 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) ListMonitoringExecutionsRequest added in v1.25.47 

func (c *SageMaker) ListMonitoringExecutionsRequest(input *ListMonitoringExecutionsInput) (req *request.Request, output *ListMonitoringExecutionsOutput)

ListMonitoringExecutionsRequest generates a "aws/request.Request" representing the client's request for the ListMonitoringExecutions 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 ListMonitoringExecutions for more information on using the ListMonitoringExecutions 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 ListMonitoringExecutionsRequest method.
req, resp := client.ListMonitoringExecutionsRequest(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/ListMonitoringExecutions

func (*SageMaker) ListMonitoringExecutionsWithContext added in v1.25.47 

func (c *SageMaker) ListMonitoringExecutionsWithContext(ctx aws.Context, input *ListMonitoringExecutionsInput, opts ...request.Option) (*ListMonitoringExecutionsOutput, error)

ListMonitoringExecutionsWithContext is the same as ListMonitoringExecutions with the addition of the ability to pass a context and additional request options.

See ListMonitoringExecutions 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) ListMonitoringSchedules added in v1.25.47 

func (c *SageMaker) ListMonitoringSchedules(input *ListMonitoringSchedulesInput) (*ListMonitoringSchedulesOutput, error)

ListMonitoringSchedules API operation for Amazon SageMaker Service.

Returns list of all monitoring schedules.

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 ListMonitoringSchedules for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListMonitoringSchedules

func (*SageMaker) ListMonitoringSchedulesPages added in v1.25.47 

func (c *SageMaker) ListMonitoringSchedulesPages(input *ListMonitoringSchedulesInput, fn func(*ListMonitoringSchedulesOutput, bool) bool) error

ListMonitoringSchedulesPages iterates over the pages of a ListMonitoringSchedules operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListMonitoringSchedules 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 ListMonitoringSchedules operation.
pageNum := 0
err := client.ListMonitoringSchedulesPages(params,
    func(page *sagemaker.ListMonitoringSchedulesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListMonitoringSchedulesPagesWithContext added in v1.25.47 

func (c *SageMaker) ListMonitoringSchedulesPagesWithContext(ctx aws.Context, input *ListMonitoringSchedulesInput, fn func(*ListMonitoringSchedulesOutput, bool) bool, opts ...request.Option) error

ListMonitoringSchedulesPagesWithContext same as ListMonitoringSchedulesPages 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) ListMonitoringSchedulesRequest added in v1.25.47 

func (c *SageMaker) ListMonitoringSchedulesRequest(input *ListMonitoringSchedulesInput) (req *request.Request, output *ListMonitoringSchedulesOutput)

ListMonitoringSchedulesRequest generates a "aws/request.Request" representing the client's request for the ListMonitoringSchedules 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 ListMonitoringSchedules for more information on using the ListMonitoringSchedules 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 ListMonitoringSchedulesRequest method.
req, resp := client.ListMonitoringSchedulesRequest(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/ListMonitoringSchedules

func (*SageMaker) ListMonitoringSchedulesWithContext added in v1.25.47 

func (c *SageMaker) ListMonitoringSchedulesWithContext(ctx aws.Context, input *ListMonitoringSchedulesInput, opts ...request.Option) (*ListMonitoringSchedulesOutput, error)

ListMonitoringSchedulesWithContext is the same as ListMonitoringSchedules with the addition of the ability to pass a context and additional request options.

See ListMonitoringSchedules 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 *sagemaker.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 *sagemaker.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) ListProcessingJobs added in v1.25.47 

func (c *SageMaker) ListProcessingJobs(input *ListProcessingJobsInput) (*ListProcessingJobsOutput, error)

ListProcessingJobs API operation for Amazon SageMaker Service.

Lists processing jobs that satisfy various filters.

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 ListProcessingJobs for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListProcessingJobs

func (*SageMaker) ListProcessingJobsPages added in v1.25.47 

func (c *SageMaker) ListProcessingJobsPages(input *ListProcessingJobsInput, fn func(*ListProcessingJobsOutput, bool) bool) error

ListProcessingJobsPages iterates over the pages of a ListProcessingJobs operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListProcessingJobs 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 ListProcessingJobs operation.
pageNum := 0
err := client.ListProcessingJobsPages(params,
    func(page *sagemaker.ListProcessingJobsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListProcessingJobsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListProcessingJobsPagesWithContext(ctx aws.Context, input *ListProcessingJobsInput, fn func(*ListProcessingJobsOutput, bool) bool, opts ...request.Option) error

ListProcessingJobsPagesWithContext same as ListProcessingJobsPages 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) ListProcessingJobsRequest added in v1.25.47 

func (c *SageMaker) ListProcessingJobsRequest(input *ListProcessingJobsInput) (req *request.Request, output *ListProcessingJobsOutput)

ListProcessingJobsRequest generates a "aws/request.Request" representing the client's request for the ListProcessingJobs 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 ListProcessingJobs for more information on using the ListProcessingJobs 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 ListProcessingJobsRequest method.
req, resp := client.ListProcessingJobsRequest(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/ListProcessingJobs

func (*SageMaker) ListProcessingJobsWithContext added in v1.25.47 

func (c *SageMaker) ListProcessingJobsWithContext(ctx aws.Context, input *ListProcessingJobsInput, opts ...request.Option) (*ListProcessingJobsOutput, error)

ListProcessingJobsWithContext is the same as ListProcessingJobs with the addition of the ability to pass a context and additional request options.

See ListProcessingJobs 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 *sagemaker.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 *sagemaker.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 Types:

  • 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 *sagemaker.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 *sagemaker.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 *sagemaker.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) ListTrialComponents added in v1.25.47 

func (c *SageMaker) ListTrialComponents(input *ListTrialComponentsInput) (*ListTrialComponentsOutput, error)

ListTrialComponents API operation for Amazon SageMaker Service.

Lists the trial components in your account. You can sort the list by trial component name or creation time. You can filter the list to show only components that were created in a specific time range. You can also filter on one of the following:

  • ExperimentName

  • SourceArn

  • TrialName

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 ListTrialComponents for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrialComponents

func (*SageMaker) ListTrialComponentsPages added in v1.25.47 

func (c *SageMaker) ListTrialComponentsPages(input *ListTrialComponentsInput, fn func(*ListTrialComponentsOutput, bool) bool) error

ListTrialComponentsPages iterates over the pages of a ListTrialComponents operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTrialComponents 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 ListTrialComponents operation.
pageNum := 0
err := client.ListTrialComponentsPages(params,
    func(page *sagemaker.ListTrialComponentsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTrialComponentsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListTrialComponentsPagesWithContext(ctx aws.Context, input *ListTrialComponentsInput, fn func(*ListTrialComponentsOutput, bool) bool, opts ...request.Option) error

ListTrialComponentsPagesWithContext same as ListTrialComponentsPages 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) ListTrialComponentsRequest added in v1.25.47 

func (c *SageMaker) ListTrialComponentsRequest(input *ListTrialComponentsInput) (req *request.Request, output *ListTrialComponentsOutput)

ListTrialComponentsRequest generates a "aws/request.Request" representing the client's request for the ListTrialComponents 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 ListTrialComponents for more information on using the ListTrialComponents 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 ListTrialComponentsRequest method.
req, resp := client.ListTrialComponentsRequest(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/ListTrialComponents

func (*SageMaker) ListTrialComponentsWithContext added in v1.25.47 

func (c *SageMaker) ListTrialComponentsWithContext(ctx aws.Context, input *ListTrialComponentsInput, opts ...request.Option) (*ListTrialComponentsOutput, error)

ListTrialComponentsWithContext is the same as ListTrialComponents with the addition of the ability to pass a context and additional request options.

See ListTrialComponents 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) ListTrials added in v1.25.47 

func (c *SageMaker) ListTrials(input *ListTrialsInput) (*ListTrialsOutput, error)

ListTrials API operation for Amazon SageMaker Service.

Lists the trials in your account. Specify an experiment name to limit the list to the trials that are part of that experiment. Specify a trial component name to limit the list to the trials that associated with that trial component. The list can be filtered to show only trials that were created in a specific time range. The list can be sorted by trial name or creation time.

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 ListTrials for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListTrials

func (*SageMaker) ListTrialsPages added in v1.25.47 

func (c *SageMaker) ListTrialsPages(input *ListTrialsInput, fn func(*ListTrialsOutput, bool) bool) error

ListTrialsPages iterates over the pages of a ListTrials operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListTrials 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 ListTrials operation.
pageNum := 0
err := client.ListTrialsPages(params,
    func(page *sagemaker.ListTrialsOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListTrialsPagesWithContext added in v1.25.47 

func (c *SageMaker) ListTrialsPagesWithContext(ctx aws.Context, input *ListTrialsInput, fn func(*ListTrialsOutput, bool) bool, opts ...request.Option) error

ListTrialsPagesWithContext same as ListTrialsPages 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) ListTrialsRequest added in v1.25.47 

func (c *SageMaker) ListTrialsRequest(input *ListTrialsInput) (req *request.Request, output *ListTrialsOutput)

ListTrialsRequest generates a "aws/request.Request" representing the client's request for the ListTrials 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 ListTrials for more information on using the ListTrials 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 ListTrialsRequest method.
req, resp := client.ListTrialsRequest(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/ListTrials

func (*SageMaker) ListTrialsWithContext added in v1.25.47 

func (c *SageMaker) ListTrialsWithContext(ctx aws.Context, input *ListTrialsInput, opts ...request.Option) (*ListTrialsOutput, error)

ListTrialsWithContext is the same as ListTrials with the addition of the ability to pass a context and additional request options.

See ListTrials 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) ListUserProfiles added in v1.25.47 

func (c *SageMaker) ListUserProfiles(input *ListUserProfilesInput) (*ListUserProfilesOutput, error)

ListUserProfiles API operation for Amazon SageMaker Service.

Lists user profiles.

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 ListUserProfiles for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListUserProfiles

func (*SageMaker) ListUserProfilesPages added in v1.25.47 

func (c *SageMaker) ListUserProfilesPages(input *ListUserProfilesInput, fn func(*ListUserProfilesOutput, bool) bool) error

ListUserProfilesPages iterates over the pages of a ListUserProfiles operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListUserProfiles 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 ListUserProfiles operation.
pageNum := 0
err := client.ListUserProfilesPages(params,
    func(page *sagemaker.ListUserProfilesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListUserProfilesPagesWithContext added in v1.25.47 

func (c *SageMaker) ListUserProfilesPagesWithContext(ctx aws.Context, input *ListUserProfilesInput, fn func(*ListUserProfilesOutput, bool) bool, opts ...request.Option) error

ListUserProfilesPagesWithContext same as ListUserProfilesPages 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) ListUserProfilesRequest added in v1.25.47 

func (c *SageMaker) ListUserProfilesRequest(input *ListUserProfilesInput) (req *request.Request, output *ListUserProfilesOutput)

ListUserProfilesRequest generates a "aws/request.Request" representing the client's request for the ListUserProfiles 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 ListUserProfiles for more information on using the ListUserProfiles 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 ListUserProfilesRequest method.
req, resp := client.ListUserProfilesRequest(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/ListUserProfiles

func (*SageMaker) ListUserProfilesWithContext added in v1.25.47 

func (c *SageMaker) ListUserProfilesWithContext(ctx aws.Context, input *ListUserProfilesInput, opts ...request.Option) (*ListUserProfilesOutput, error)

ListUserProfilesWithContext is the same as ListUserProfiles with the addition of the ability to pass a context and additional request options.

See ListUserProfiles 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) ListWorkforces added in v1.33.12 

func (c *SageMaker) ListWorkforces(input *ListWorkforcesInput) (*ListWorkforcesOutput, error)

ListWorkforces API operation for Amazon SageMaker Service.

Use this operation to list all private and vendor workforces in an AWS Region. Note that you can only have one private workforce per 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 ListWorkforces for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/ListWorkforces

func (*SageMaker) ListWorkforcesPages added in v1.33.12 

func (c *SageMaker) ListWorkforcesPages(input *ListWorkforcesInput, fn func(*ListWorkforcesOutput, bool) bool) error

ListWorkforcesPages iterates over the pages of a ListWorkforces operation, calling the "fn" function with the response data for each page. To stop iterating, return false from the fn function.

See ListWorkforces 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 ListWorkforces operation.
pageNum := 0
err := client.ListWorkforcesPages(params,
    func(page *sagemaker.ListWorkforcesOutput, lastPage bool) bool {
        pageNum++
        fmt.Println(page)
        return pageNum <= 3
    })

func (*SageMaker) ListWorkforcesPagesWithContext added in v1.33.12 

func (c *SageMaker) ListWorkforcesPagesWithContext(ctx aws.Context, input *ListWorkforcesInput, fn func(*ListWorkforcesOutput, bool) bool, opts ...request.Option) error

ListWorkforcesPagesWithContext same as ListWorkforcesPages 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) ListWorkforcesRequest added in v1.33.12 

func (c *SageMaker) ListWorkforcesRequest(input *ListWorkforcesInput) (req *request.Request, output *ListWorkforcesOutput)

ListWorkforcesRequest generates a "aws/request.Request" representing the client's request for the ListWorkforces 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 ListWorkforces for more information on using the ListWorkforces 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 ListWorkforcesRequest method.
req, resp := client.ListWorkforcesRequest(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/ListWorkforces

func (*SageMaker) ListWorkforcesWithContext added in v1.33.12 

func (c *SageMaker) ListWorkforcesWithContext(ctx aws.Context, input *ListWorkforcesInput, opts ...request.Option) (*ListWorkforcesOutput, error)

ListWorkforcesWithContext is the same as ListWorkforces with the addition of the ability to pass a context and additional request options.

See ListWorkforces 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 private 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 *sagemaker.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.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

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 resources are returned as a list of SearchRecord objects in the response. You can sort the search results by any resource property in a ascending or descending order.

You can query against the following value types: numeric, text, Boolean, and timestamp.

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 *sagemaker.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) StartMonitoringSchedule added in v1.25.47 

func (c *SageMaker) StartMonitoringSchedule(input *StartMonitoringScheduleInput) (*StartMonitoringScheduleOutput, error)

StartMonitoringSchedule API operation for Amazon SageMaker Service.

Starts a previously stopped monitoring schedule.

New monitoring schedules are immediately started after creation.

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 StartMonitoringSchedule for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StartMonitoringSchedule

func (*SageMaker) StartMonitoringScheduleRequest added in v1.25.47 

func (c *SageMaker) StartMonitoringScheduleRequest(input *StartMonitoringScheduleInput) (req *request.Request, output *StartMonitoringScheduleOutput)

StartMonitoringScheduleRequest generates a "aws/request.Request" representing the client's request for the StartMonitoringSchedule 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 StartMonitoringSchedule for more information on using the StartMonitoringSchedule 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 StartMonitoringScheduleRequest method.
req, resp := client.StartMonitoringScheduleRequest(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/StartMonitoringSchedule

func (*SageMaker) StartMonitoringScheduleWithContext added in v1.25.47 

func (c *SageMaker) StartMonitoringScheduleWithContext(ctx aws.Context, input *StartMonitoringScheduleInput, opts ...request.Option) (*StartMonitoringScheduleOutput, error)

StartMonitoringScheduleWithContext is the same as StartMonitoringSchedule with the addition of the ability to pass a context and additional request options.

See StartMonitoringSchedule 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 Types:

  • 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) StopAutoMLJob added in v1.25.47 

func (c *SageMaker) StopAutoMLJob(input *StopAutoMLJobInput) (*StopAutoMLJobOutput, error)

StopAutoMLJob API operation for Amazon SageMaker Service.

A method for forcing the termination of a running 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 StopAutoMLJob for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopAutoMLJob

func (*SageMaker) StopAutoMLJobRequest added in v1.25.47 

func (c *SageMaker) StopAutoMLJobRequest(input *StopAutoMLJobInput) (req *request.Request, output *StopAutoMLJobOutput)

StopAutoMLJobRequest generates a "aws/request.Request" representing the client's request for the StopAutoMLJob 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 StopAutoMLJob for more information on using the StopAutoMLJob 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 StopAutoMLJobRequest method.
req, resp := client.StopAutoMLJobRequest(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/StopAutoMLJob

func (*SageMaker) StopAutoMLJobWithContext added in v1.25.47 

func (c *SageMaker) StopAutoMLJobWithContext(ctx aws.Context, input *StopAutoMLJobInput, opts ...request.Option) (*StopAutoMLJobOutput, error)

StopAutoMLJobWithContext is the same as StopAutoMLJob with the addition of the ability to pass a context and additional request options.

See StopAutoMLJob 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 Types:

  • 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 Types:

  • 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 Types:

  • 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) StopMonitoringSchedule added in v1.25.47 

func (c *SageMaker) StopMonitoringSchedule(input *StopMonitoringScheduleInput) (*StopMonitoringScheduleOutput, error)

StopMonitoringSchedule API operation for Amazon SageMaker Service.

Stops a previously started monitoring schedule.

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 StopMonitoringSchedule for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopMonitoringSchedule

func (*SageMaker) StopMonitoringScheduleRequest added in v1.25.47 

func (c *SageMaker) StopMonitoringScheduleRequest(input *StopMonitoringScheduleInput) (req *request.Request, output *StopMonitoringScheduleOutput)

StopMonitoringScheduleRequest generates a "aws/request.Request" representing the client's request for the StopMonitoringSchedule 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 StopMonitoringSchedule for more information on using the StopMonitoringSchedule 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 StopMonitoringScheduleRequest method.
req, resp := client.StopMonitoringScheduleRequest(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/StopMonitoringSchedule

func (*SageMaker) StopMonitoringScheduleWithContext added in v1.25.47 

func (c *SageMaker) StopMonitoringScheduleWithContext(ctx aws.Context, input *StopMonitoringScheduleInput, opts ...request.Option) (*StopMonitoringScheduleOutput, error)

StopMonitoringScheduleWithContext is the same as StopMonitoringSchedule with the addition of the ability to pass a context and additional request options.

See StopMonitoringSchedule 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. Amazon SageMaker stops charging you for the ML compute instance when you call StopNotebookInstance.

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) StopProcessingJob added in v1.25.47 

func (c *SageMaker) StopProcessingJob(input *StopProcessingJobInput) (*StopProcessingJobOutput, error)

StopProcessingJob API operation for Amazon SageMaker Service.

Stops a processing 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 StopProcessingJob for usage and error information.

Returned Error Types:

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/StopProcessingJob

func (*SageMaker) StopProcessingJobRequest added in v1.25.47 

func (c *SageMaker) StopProcessingJobRequest(input *StopProcessingJobInput) (req *request.Request, output *StopProcessingJobOutput)

StopProcessingJobRequest generates a "aws/request.Request" representing the client's request for the StopProcessingJob 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 StopProcessingJob for more information on using the StopProcessingJob 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 StopProcessingJobRequest method.
req, resp := client.StopProcessingJobRequest(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/StopProcessingJob

func (*SageMaker) StopProcessingJobWithContext added in v1.25.47 

func (c *SageMaker) StopProcessingJobWithContext(ctx aws.Context, input *StopProcessingJobInput, opts ...request.Option) (*StopProcessingJobOutput, error)

StopProcessingJobWithContext is the same as StopProcessingJob with the addition of the ability to pass a context and additional request options.

See StopProcessingJob 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.

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 Types:

  • 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 Types:

  • 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) UpdateDomain added in v1.25.47 

func (c *SageMaker) UpdateDomain(input *UpdateDomainInput) (*UpdateDomainOutput, error)

UpdateDomain API operation for Amazon SageMaker Service.

Updates the default settings for new user profiles in the domain.

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 UpdateDomain for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateDomain

func (*SageMaker) UpdateDomainRequest added in v1.25.47 

func (c *SageMaker) UpdateDomainRequest(input *UpdateDomainInput) (req *request.Request, output *UpdateDomainOutput)

UpdateDomainRequest generates a "aws/request.Request" representing the client's request for the UpdateDomain 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 UpdateDomain for more information on using the UpdateDomain 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 UpdateDomainRequest method.
req, resp := client.UpdateDomainRequest(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/UpdateDomain

func (*SageMaker) UpdateDomainWithContext added in v1.25.47 

func (c *SageMaker) UpdateDomainWithContext(ctx aws.Context, input *UpdateDomainInput, opts ...request.Option) (*UpdateDomainOutput, error)

UpdateDomainWithContext is the same as UpdateDomain with the addition of the ability to pass a context and additional request options.

See UpdateDomain 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 API.

You must not delete an EndpointConfig in use by an endpoint that is live or while the UpdateEndpoint or CreateEndpoint operations are being performed on the endpoint. To update an endpoint, you must create a new EndpointConfig.

If you delete the EndpointConfig of an endpoint that is active or being created or updated you may lose visibility into the instance type the endpoint is using. The endpoint must be deleted in order to stop incurring charges.

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 Types:

  • 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 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 Types:

  • 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) UpdateExperiment added in v1.25.47 

func (c *SageMaker) UpdateExperiment(input *UpdateExperimentInput) (*UpdateExperimentOutput, error)

UpdateExperiment API operation for Amazon SageMaker Service.

Adds, updates, or removes the description of an experiment. Updates the display name of an experiment.

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 UpdateExperiment for usage and error information.

Returned Error Types:

  • ConflictException There was a conflict when you attempted to modify an experiment, trial, or trial component.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateExperiment

func (*SageMaker) UpdateExperimentRequest added in v1.25.47 

func (c *SageMaker) UpdateExperimentRequest(input *UpdateExperimentInput) (req *request.Request, output *UpdateExperimentOutput)

UpdateExperimentRequest generates a "aws/request.Request" representing the client's request for the UpdateExperiment 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 UpdateExperiment for more information on using the UpdateExperiment 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 UpdateExperimentRequest method.
req, resp := client.UpdateExperimentRequest(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/UpdateExperiment

func (*SageMaker) UpdateExperimentWithContext added in v1.25.47 

func (c *SageMaker) UpdateExperimentWithContext(ctx aws.Context, input *UpdateExperimentInput, opts ...request.Option) (*UpdateExperimentOutput, error)

UpdateExperimentWithContext is the same as UpdateExperiment with the addition of the ability to pass a context and additional request options.

See UpdateExperiment 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) UpdateMonitoringSchedule added in v1.25.47 

func (c *SageMaker) UpdateMonitoringSchedule(input *UpdateMonitoringScheduleInput) (*UpdateMonitoringScheduleOutput, error)

UpdateMonitoringSchedule API operation for Amazon SageMaker Service.

Updates a previously created schedule.

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 UpdateMonitoringSchedule for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateMonitoringSchedule

func (*SageMaker) UpdateMonitoringScheduleRequest added in v1.25.47 

func (c *SageMaker) UpdateMonitoringScheduleRequest(input *UpdateMonitoringScheduleInput) (req *request.Request, output *UpdateMonitoringScheduleOutput)

UpdateMonitoringScheduleRequest generates a "aws/request.Request" representing the client's request for the UpdateMonitoringSchedule 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 UpdateMonitoringSchedule for more information on using the UpdateMonitoringSchedule 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 UpdateMonitoringScheduleRequest method.
req, resp := client.UpdateMonitoringScheduleRequest(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/UpdateMonitoringSchedule

func (*SageMaker) UpdateMonitoringScheduleWithContext added in v1.25.47 

func (c *SageMaker) UpdateMonitoringScheduleWithContext(ctx aws.Context, input *UpdateMonitoringScheduleInput, opts ...request.Option) (*UpdateMonitoringScheduleOutput, error)

UpdateMonitoringScheduleWithContext is the same as UpdateMonitoringSchedule with the addition of the ability to pass a context and additional request options.

See UpdateMonitoringSchedule 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.

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 Types:

  • 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 Types:

  • 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) UpdateTrial added in v1.25.47 

func (c *SageMaker) UpdateTrial(input *UpdateTrialInput) (*UpdateTrialOutput, error)

UpdateTrial API operation for Amazon SageMaker Service.

Updates the display name of a trial.

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 UpdateTrial for usage and error information.

Returned Error Types:

  • ConflictException There was a conflict when you attempted to modify an experiment, trial, or trial component.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateTrial

func (*SageMaker) UpdateTrialComponent added in v1.25.47 

func (c *SageMaker) UpdateTrialComponent(input *UpdateTrialComponentInput) (*UpdateTrialComponentOutput, error)

UpdateTrialComponent API operation for Amazon SageMaker Service.

Updates one or more properties of a trial component.

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 UpdateTrialComponent for usage and error information.

Returned Error Types:

  • ConflictException There was a conflict when you attempted to modify an experiment, trial, or trial component.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateTrialComponent

func (*SageMaker) UpdateTrialComponentRequest added in v1.25.47 

func (c *SageMaker) UpdateTrialComponentRequest(input *UpdateTrialComponentInput) (req *request.Request, output *UpdateTrialComponentOutput)

UpdateTrialComponentRequest generates a "aws/request.Request" representing the client's request for the UpdateTrialComponent 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 UpdateTrialComponent for more information on using the UpdateTrialComponent 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 UpdateTrialComponentRequest method.
req, resp := client.UpdateTrialComponentRequest(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/UpdateTrialComponent

func (*SageMaker) UpdateTrialComponentWithContext added in v1.25.47 

func (c *SageMaker) UpdateTrialComponentWithContext(ctx aws.Context, input *UpdateTrialComponentInput, opts ...request.Option) (*UpdateTrialComponentOutput, error)

UpdateTrialComponentWithContext is the same as UpdateTrialComponent with the addition of the ability to pass a context and additional request options.

See UpdateTrialComponent 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) UpdateTrialRequest added in v1.25.47 

func (c *SageMaker) UpdateTrialRequest(input *UpdateTrialInput) (req *request.Request, output *UpdateTrialOutput)

UpdateTrialRequest generates a "aws/request.Request" representing the client's request for the UpdateTrial 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 UpdateTrial for more information on using the UpdateTrial 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 UpdateTrialRequest method.
req, resp := client.UpdateTrialRequest(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/UpdateTrial

func (*SageMaker) UpdateTrialWithContext added in v1.25.47 

func (c *SageMaker) UpdateTrialWithContext(ctx aws.Context, input *UpdateTrialInput, opts ...request.Option) (*UpdateTrialOutput, error)

UpdateTrialWithContext is the same as UpdateTrial with the addition of the ability to pass a context and additional request options.

See UpdateTrial 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) UpdateUserProfile added in v1.25.47 

func (c *SageMaker) UpdateUserProfile(input *UpdateUserProfileInput) (*UpdateUserProfileOutput, error)

UpdateUserProfile API operation for Amazon SageMaker Service.

Updates a user profile.

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 UpdateUserProfile for usage and error information.

Returned Error Types:

  • ResourceLimitExceeded You have exceeded an Amazon SageMaker resource limit. For example, you might have too many training jobs created.

  • ResourceInUse Resource being accessed is in use.

  • ResourceNotFound Resource being access is not found.

See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateUserProfile

func (*SageMaker) UpdateUserProfileRequest added in v1.25.47 

func (c *SageMaker) UpdateUserProfileRequest(input *UpdateUserProfileInput) (req *request.Request, output *UpdateUserProfileOutput)

UpdateUserProfileRequest generates a "aws/request.Request" representing the client's request for the UpdateUserProfile 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 UpdateUserProfile for more information on using the UpdateUserProfile 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 UpdateUserProfileRequest method.
req, resp := client.UpdateUserProfileRequest(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/UpdateUserProfile

func (*SageMaker) UpdateUserProfileWithContext added in v1.25.47 

func (c *SageMaker) UpdateUserProfileWithContext(ctx aws.Context, input *UpdateUserProfileInput, opts ...request.Option) (*UpdateUserProfileOutput, error)

UpdateUserProfileWithContext is the same as UpdateUserProfile with the addition of the ability to pass a context and additional request options.

See UpdateUserProfile 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) UpdateWorkforce added in v1.28.4 

func (c *SageMaker) UpdateWorkforce(input *UpdateWorkforceInput) (*UpdateWorkforceOutput, error)

UpdateWorkforce API operation for Amazon SageMaker Service.

Use this operation to update your workforce. You can use this operation to require that workers use specific IP addresses to work on tasks and to update your OpenID Connect (OIDC) Identity Provider (IdP) workforce configuration.

Use SourceIpConfig to restrict worker access to tasks to a specific range of IP addresses. You specify allowed IP addresses by creating a list of up to ten CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html). By default, a workforce isn't restricted to specific IP addresses. If you specify a range of IP addresses, workers who attempt to access tasks using any IP address outside the specified range are denied and get a Not Found error message on the worker portal.

Use OidcConfig to update the configuration of a workforce created using your own OIDC IdP.

You can only update your OIDC IdP configuration when there are no work teams associated with your workforce. You can delete work teams using the operation.

After restricting access to a range of IP addresses or updating your OIDC IdP configuration with this operation, you can view details about your update workforce using the operation.

This operation only applies to private workforces.

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 UpdateWorkforce for usage and error information. See also, https://docs.aws.amazon.com/goto/WebAPI/sagemaker-2017-07-24/UpdateWorkforce

func (*SageMaker) UpdateWorkforceRequest added in v1.28.4 

func (c *SageMaker) UpdateWorkforceRequest(input *UpdateWorkforceInput) (req *request.Request, output *UpdateWorkforceOutput)

UpdateWorkforceRequest generates a "aws/request.Request" representing the client's request for the UpdateWorkforce 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 UpdateWorkforce for more information on using the UpdateWorkforce 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 UpdateWorkforceRequest method.
req, resp := client.UpdateWorkforceRequest(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/UpdateWorkforce

func (*SageMaker) UpdateWorkforceWithContext added in v1.28.4 

func (c *SageMaker) UpdateWorkforceWithContext(ctx aws.Context, input *UpdateWorkforceInput, opts ...request.Option) (*UpdateWorkforceOutput, error)

UpdateWorkforceWithContext is the same as UpdateWorkforce with the addition of the ability to pass a context and additional request options.

See UpdateWorkforce 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 Types:

  • 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) WaitUntilProcessingJobCompletedOrStopped added in v1.25.47 

func (c *SageMaker) WaitUntilProcessingJobCompletedOrStopped(input *DescribeProcessingJobInput) error

WaitUntilProcessingJobCompletedOrStopped uses the SageMaker API operation DescribeProcessingJob 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) WaitUntilProcessingJobCompletedOrStoppedWithContext added in v1.25.47 

func (c *SageMaker) WaitUntilProcessingJobCompletedOrStoppedWithContext(ctx aws.Context, input *DescribeProcessingJobInput, opts ...request.WaiterOption) error

WaitUntilProcessingJobCompletedOrStoppedWithContext is an extended version of WaitUntilProcessingJobCompletedOrStopped. 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 ScheduleConfig added in v1.25.47 

type ScheduleConfig struct {

	// A cron expression that describes details about the monitoring schedule.
	//
	// Currently the only supported cron expressions are:
	//
	//    * If you want to set the job to start every hour, please use the following:
	//    Hourly: cron(0 * ? * * *)
	//
	//    * If you want to start the job daily: cron(0 [00-23] ? * * *)
	//
	// For example, the following are valid cron expressions:
	//
	//    * Daily at noon UTC: cron(0 12 ? * * *)
	//
	//    * Daily at midnight UTC: cron(0 0 ? * * *)
	//
	// To support running every 6, 12 hours, the following are also supported:
	//
	// cron(0 [00-23]/[01-24] ? * * *)
	//
	// For example, the following are valid cron expressions:
	//
	//    * Every 12 hours, starting at 5pm UTC: cron(0 17/12 ? * * *)
	//
	//    * Every two hours starting at midnight: cron(0 0/2 ? * * *)
	//
	//    * Even though the cron expression is set to start at 5PM UTC, note that
	//    there could be a delay of 0-20 minutes from the actual requested time
	//    to run the execution.
	//
	//    * We recommend that if you would like a daily schedule, you do not provide
	//    this parameter. Amazon SageMaker will pick a time for running every day.
	//
	// ScheduleExpression is a required field
	ScheduleExpression *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

Configuration details about the monitoring schedule.

func (ScheduleConfig) GoString added in v1.25.47 

func (s ScheduleConfig) GoString() string

GoString returns the string representation

func (*ScheduleConfig) SetScheduleExpression added in v1.25.47 

func (s *ScheduleConfig) SetScheduleExpression(v string) *ScheduleConfig

SetScheduleExpression sets the ScheduleExpression field's value.

func (ScheduleConfig) String added in v1.25.47 

func (s ScheduleConfig) String() string

String returns the string representation

func (*ScheduleConfig) Validate added in v1.25.47 

func (s *ScheduleConfig) Validate() error

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

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.
	// The default value is And.
	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 in a search. All resource objects that satisfy the expression's condition are included in the search results. You must specify at least one subexpression, filter, or nested filter. A SearchExpression can contain up to twenty elements.

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 search expression object can be nested in a list of search expression 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.
	MaxResults *int64 `min:"1" type:"integer"`

	// If more than MaxResults resources match the specified SearchExpression, the
	// response includes a NextToken. The NextToken can be passed to the next SearchRequest
	// to continue retrieving results.
	NextToken *string `type:"string"`

	// The name of the Amazon SageMaker resource to search for.
	//
	// Resource is a required field
	Resource *string `type:"string" required:"true" enum:"ResourceType"`

	// A Boolean conditional statement. Resources must satisfy this condition to
	// be included in search results. You must provide at least one subexpression,
	// filter, or nested filter. The maximum number of recursive SubExpressions,
	// NestedFilters, and Filters that can be included in a SearchExpression object
	// is 50.
	SearchExpression *SearchExpression `type:"structure"`

	// The name of the resource property used to sort the SearchResults. The default
	// is LastModifiedTime.
	SortBy *string `min:"1" type:"string"`

	// How SearchResults are ordered. Valid values are Ascending or Descending.
	// The default is 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 SearchRecord 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 {

	// The properties of an experiment.
	Experiment *Experiment `type:"structure"`

	// The properties of a training job.
	TrainingJob *TrainingJob `type:"structure"`

	// The properties of a trial.
	Trial *Trial `type:"structure"`

	// The properties of a trial component.
	TrialComponent *TrialComponent `type:"structure"`
	// contains filtered or unexported fields
}

A single resource returned as part of the Search API response.

func (SearchRecord) GoString added in v1.15.86 

func (s SearchRecord) GoString() string

GoString returns the string representation

func (*SearchRecord) SetExperiment added in v1.25.47 

func (s *SearchRecord) SetExperiment(v *Experiment) *SearchRecord

SetExperiment sets the Experiment field's value.

func (*SearchRecord) SetTrainingJob added in v1.15.86 

func (s *SearchRecord) SetTrainingJob(v *TrainingJob) *SearchRecord

SetTrainingJob sets the TrainingJob field's value.

func (*SearchRecord) SetTrial added in v1.25.47 

func (s *SearchRecord) SetTrial(v *Trial) *SearchRecord

SetTrial sets the Trial field's value.

func (*SearchRecord) SetTrialComponent added in v1.25.47 

func (s *SearchRecord) SetTrialComponent(v *TrialComponent) *SearchRecord

SetTrialComponent sets the TrialComponent 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:
	//
	// InProgress
	//
	//    * Starting - 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.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - 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:
	//
	// Starting
	//
	//    * Starting 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.
	//
	// Training
	//
	//    * Downloading 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 DescribeTrainingJob, 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 SharingSettings added in v1.25.47 

type SharingSettings struct {

	// Whether to include the notebook cell output when sharing the notebook. The
	// default is Disabled.
	NotebookOutputOption *string `type:"string" enum:"NotebookOutputOption"`

	// When NotebookOutputOption is Allowed, the AWS Key Management Service (KMS)
	// encryption key ID used to encrypt the notebook cell output in the Amazon
	// S3 bucket.
	S3KmsKeyId *string `type:"string"`

	// When NotebookOutputOption is Allowed, the Amazon S3 bucket used to save the
	// notebook cell output. If S3OutputPath isn't specified, a default bucket is
	// used.
	S3OutputPath *string `type:"string"`
	// contains filtered or unexported fields
}

Specifies options when sharing an Amazon SageMaker Studio notebook. These settings are specified as part of DefaultUserSettings when the CreateDomain API is called, and as part of UserSettings when the CreateUserProfile API is called.

func (SharingSettings) GoString added in v1.25.47 

func (s SharingSettings) GoString() string

GoString returns the string representation

func (*SharingSettings) SetNotebookOutputOption added in v1.25.47 

func (s *SharingSettings) SetNotebookOutputOption(v string) *SharingSettings

SetNotebookOutputOption sets the NotebookOutputOption field's value.

func (*SharingSettings) SetS3KmsKeyId added in v1.25.47 

func (s *SharingSettings) SetS3KmsKeyId(v string) *SharingSettings

SetS3KmsKeyId sets the S3KmsKeyId field's value.

func (*SharingSettings) SetS3OutputPath added in v1.25.47 

func (s *SharingSettings) SetS3OutputPath(v string) *SharingSettings

SetS3OutputPath sets the S3OutputPath field's value.

func (SharingSettings) String added in v1.25.47 

func (s SharingSettings) 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, when ShuffleConfig is specified 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 SourceIpConfig added in v1.28.4 

type SourceIpConfig struct {

	// A list of one to ten Classless Inter-Domain Routing (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html)
	// (CIDR) values.
	//
	// Maximum: Ten CIDR values
	//
	// The following Length Constraints apply to individual CIDR values in the CIDR
	// value list.
	//
	// Cidrs is a required field
	Cidrs []*string `type:"list" required:"true"`
	// contains filtered or unexported fields
}

A list of IP address ranges (CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html)). Used to create an allow list of IP addresses for a private workforce. Workers will only be able to login to their worker portal from an IP address within this range. By default, a workforce isn't restricted to specific IP addresses.

func (SourceIpConfig) GoString added in v1.28.4 

func (s SourceIpConfig) GoString() string

GoString returns the string representation

func (*SourceIpConfig) SetCidrs added in v1.28.4 

func (s *SourceIpConfig) SetCidrs(v []*string) *SourceIpConfig

SetCidrs sets the Cidrs field's value.

func (SourceIpConfig) String added in v1.28.4 

func (s SourceIpConfig) String() string

String returns the string representation

func (*SourceIpConfig) Validate added in v1.28.4 

func (s *SourceIpConfig) Validate() error

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

type StartMonitoringScheduleInput added in v1.25.47 

type StartMonitoringScheduleInput struct {

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

func (StartMonitoringScheduleInput) GoString added in v1.25.47 

func (s StartMonitoringScheduleInput) GoString() string

GoString returns the string representation

func (*StartMonitoringScheduleInput) SetMonitoringScheduleName added in v1.25.47 

func (s *StartMonitoringScheduleInput) SetMonitoringScheduleName(v string) *StartMonitoringScheduleInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (StartMonitoringScheduleInput) String added in v1.25.47 

func (s StartMonitoringScheduleInput) String() string

String returns the string representation

func (*StartMonitoringScheduleInput) Validate added in v1.25.47 

func (s *StartMonitoringScheduleInput) Validate() error

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

type StartMonitoringScheduleOutput added in v1.25.47 

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

func (StartMonitoringScheduleOutput) GoString added in v1.25.47 

func (s StartMonitoringScheduleOutput) GoString() string

GoString returns the string representation

func (StartMonitoringScheduleOutput) String added in v1.25.47 

func (s StartMonitoringScheduleOutput) String() string

String returns the string representation

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 StopAutoMLJobInput added in v1.25.47 

type StopAutoMLJobInput struct {

	// The name of the object you are requesting.
	//
	// AutoMLJobName is a required field
	AutoMLJobName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (StopAutoMLJobInput) GoString added in v1.25.47 

func (s StopAutoMLJobInput) GoString() string

GoString returns the string representation

func (*StopAutoMLJobInput) SetAutoMLJobName added in v1.25.47 

func (s *StopAutoMLJobInput) SetAutoMLJobName(v string) *StopAutoMLJobInput

SetAutoMLJobName sets the AutoMLJobName field's value.

func (StopAutoMLJobInput) String added in v1.25.47 

func (s StopAutoMLJobInput) String() string

String returns the string representation

func (*StopAutoMLJobInput) Validate added in v1.25.47 

func (s *StopAutoMLJobInput) Validate() error

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

type StopAutoMLJobOutput added in v1.25.47 

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

func (StopAutoMLJobOutput) GoString added in v1.25.47 

func (s StopAutoMLJobOutput) GoString() string

GoString returns the string representation

func (StopAutoMLJobOutput) String added in v1.25.47 

func (s StopAutoMLJobOutput) 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 StopMonitoringScheduleInput added in v1.25.47 

type StopMonitoringScheduleInput struct {

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

func (StopMonitoringScheduleInput) GoString added in v1.25.47 

func (s StopMonitoringScheduleInput) GoString() string

GoString returns the string representation

func (*StopMonitoringScheduleInput) SetMonitoringScheduleName added in v1.25.47 

func (s *StopMonitoringScheduleInput) SetMonitoringScheduleName(v string) *StopMonitoringScheduleInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (StopMonitoringScheduleInput) String added in v1.25.47 

func (s StopMonitoringScheduleInput) String() string

String returns the string representation

func (*StopMonitoringScheduleInput) Validate added in v1.25.47 

func (s *StopMonitoringScheduleInput) Validate() error

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

type StopMonitoringScheduleOutput added in v1.25.47 

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

func (StopMonitoringScheduleOutput) GoString added in v1.25.47 

func (s StopMonitoringScheduleOutput) GoString() string

GoString returns the string representation

func (StopMonitoringScheduleOutput) String added in v1.25.47 

func (s StopMonitoringScheduleOutput) 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 StopProcessingJobInput added in v1.25.47 

type StopProcessingJobInput struct {

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

func (StopProcessingJobInput) GoString added in v1.25.47 

func (s StopProcessingJobInput) GoString() string

GoString returns the string representation

func (*StopProcessingJobInput) SetProcessingJobName added in v1.25.47 

func (s *StopProcessingJobInput) SetProcessingJobName(v string) *StopProcessingJobInput

SetProcessingJobName sets the ProcessingJobName field's value.

func (StopProcessingJobInput) String added in v1.25.47 

func (s StopProcessingJobInput) String() string

String returns the string representation

func (*StopProcessingJobInput) Validate added in v1.25.47 

func (s *StopProcessingJobInput) Validate() error

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

type StopProcessingJobOutput added in v1.25.47 

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

func (StopProcessingJobOutput) GoString added in v1.25.47 

func (s StopProcessingJobOutput) GoString() string

GoString returns the string representation

func (StopProcessingJobOutput) String added in v1.25.47 

func (s StopProcessingJobOutput) 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 job does not complete during this time, Amazon SageMaker
	// ends the job. If value is not specified, default value is 1 day. The maximum
	// value is 28 days.
	MaxRuntimeInSeconds *int64 `min:"1" type:"integer"`

	// The maximum length of time, in seconds, how long you are willing to wait
	// for a managed spot training job to complete. It is the amount of time spent
	// waiting for Spot capacity plus the amount of time the training job runs.
	// It must be equal to or greater than MaxRuntimeInSeconds.
	MaxWaitTimeInSeconds *int64 `min:"1" type:"integer"`
	// contains filtered or unexported fields
}

Specifies a limit to how long a model training or compilation job can run. It also specifies how long you are willing to wait for a managed spot training job to complete. When the job reaches the time limit, Amazon SageMaker ends the training or compilation job. Use this API 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 can use this 120-second window to save the model artifacts, so the results of training are not lost.

The training algorithms provided by Amazon SageMaker automatically save the intermediate results of a model training job when possible. This attempt to save artifacts is only a best effort case as model might not be in a state from which it can be saved. For example, if training has just started, the model might not be ready to save. When saved, this intermediate data is a valid model artifact. You can use it to create a model with CreateModel.

The Neural Topic Model (NTM) currently does not support saving intermediate model artifacts. When training NTMs, make sure that the maximum runtime is sufficient for the training job to complete.

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) SetMaxWaitTimeInSeconds added in v1.23.5 

func (s *StoppingCondition) SetMaxWaitTimeInSeconds(v int64) *StoppingCondition

SetMaxWaitTimeInSeconds sets the MaxWaitTimeInSeconds 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 {

	// Marketplace product listing ID.
	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 begin with the specified
	// hint are included in the response.
	PropertyNameQuery *PropertyNameQuery `type:"structure"`
	// contains filtered or unexported fields
}

Specified in the GetSearchSuggestions request. 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 TargetPlatform added in v1.33.12 

type TargetPlatform struct {

	// Specifies a target platform accelerator (optional).
	//
	//    * NVIDIA: Nvidia graphics processing unit. It also requires gpu-code,
	//    trt-ver, cuda-ver compiler options
	//
	//    * MALI: ARM Mali graphics processor
	//
	//    * INTEL_GRAPHICS: Integrated Intel graphics
	Accelerator *string `type:"string" enum:"TargetPlatformAccelerator"`

	// Specifies a target platform architecture.
	//
	//    * X86_64: 64-bit version of the x86 instruction set.
	//
	//    * X86: 32-bit version of the x86 instruction set.
	//
	//    * ARM64: ARMv8 64-bit CPU.
	//
	//    * ARM_EABIHF: ARMv7 32-bit, Hard Float.
	//
	//    * ARM_EABI: ARMv7 32-bit, Soft Float. Used by Android 32-bit ARM platform.
	//
	// Arch is a required field
	Arch *string `type:"string" required:"true" enum:"TargetPlatformArch"`

	// Specifies a target platform OS.
	//
	//    * LINUX: Linux-based operating systems.
	//
	//    * ANDROID: Android operating systems. Android API level can be specified
	//    using the ANDROID_PLATFORM compiler option. For example, "CompilerOptions":
	//    {'ANDROID_PLATFORM': 28}
	//
	// Os is a required field
	Os *string `type:"string" required:"true" enum:"TargetPlatformOs"`
	// contains filtered or unexported fields
}

Contains information about a target platform that you want your model to run on, such as OS, architecture, and accelerators. It is an alternative of TargetDevice.

func (TargetPlatform) GoString added in v1.33.12 

func (s TargetPlatform) GoString() string

GoString returns the string representation

func (*TargetPlatform) SetAccelerator added in v1.33.12 

func (s *TargetPlatform) SetAccelerator(v string) *TargetPlatform

SetAccelerator sets the Accelerator field's value.

func (*TargetPlatform) SetArch added in v1.33.12 

func (s *TargetPlatform) SetArch(v string) *TargetPlatform

SetArch sets the Arch field's value.

func (*TargetPlatform) SetOs added in v1.33.12 

func (s *TargetPlatform) SetOs(v string) *TargetPlatform

SetOs sets the Os field's value.

func (TargetPlatform) String added in v1.33.12 

func (s TargetPlatform) String() string

String returns the string representation

func (*TargetPlatform) Validate added in v1.33.12 

func (s *TargetPlatform) Validate() error

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

type TensorBoardAppSettings added in v1.25.47 

type TensorBoardAppSettings struct {

	// The default instance type and the Amazon Resource Name (ARN) of the SageMaker
	// image created on the instance.
	DefaultResourceSpec *ResourceSpec `type:"structure"`
	// contains filtered or unexported fields
}

The TensorBoard app settings.

func (TensorBoardAppSettings) GoString added in v1.25.47 

func (s TensorBoardAppSettings) GoString() string

GoString returns the string representation

func (*TensorBoardAppSettings) SetDefaultResourceSpec added in v1.25.47 

func (s *TensorBoardAppSettings) SetDefaultResourceSpec(v *ResourceSpec) *TensorBoardAppSettings

SetDefaultResourceSpec sets the DefaultResourceSpec field's value.

func (TensorBoardAppSettings) String added in v1.25.47 

func (s TensorBoardAppSettings) String() string

String returns the string representation

type TensorBoardOutputConfig added in v1.25.47 

type TensorBoardOutputConfig struct {

	// Path to local storage location for tensorBoard output. Defaults to /opt/ml/output/tensorboard.
	LocalPath *string `type:"string"`

	// Path to Amazon S3 storage location for TensorBoard output.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Configuration of storage locations for TensorBoard output.

func (TensorBoardOutputConfig) GoString added in v1.25.47 

func (s TensorBoardOutputConfig) GoString() string

GoString returns the string representation

func (*TensorBoardOutputConfig) SetLocalPath added in v1.25.47 

func (s *TensorBoardOutputConfig) SetLocalPath(v string) *TensorBoardOutputConfig

SetLocalPath sets the LocalPath field's value.

func (*TensorBoardOutputConfig) SetS3OutputPath added in v1.25.47 

func (s *TensorBoardOutputConfig) SetS3OutputPath(v string) *TensorBoardOutputConfig

SetS3OutputPath sets the S3OutputPath field's value.

func (TensorBoardOutputConfig) String added in v1.25.47 

func (s TensorBoardOutputConfig) String() string

String returns the string representation

func (*TensorBoardOutputConfig) Validate added in v1.25.47 

func (s *TensorBoardOutputConfig) 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"`

	// The Amazon Resource Name (ARN) of the job.
	AutoMLJobArn *string `min:"1" type:"string"`

	// The billable time in seconds.
	BillableTimeInSeconds *int64 `min:"1" type:"integer"`

	// Contains information about the output location for managed spot training
	// checkpoint data.
	CheckpointConfig *CheckpointConfig `type:"structure"`

	// A timestamp that indicates when the training job was created.
	CreationTime *time.Time `type:"timestamp"`

	// Configuration information for the debug hook parameters, collection configuration,
	// and storage paths.
	DebugHookConfig *DebugHookConfig `type:"structure"`

	// Information about the debug rule configuration.
	DebugRuleConfigurations []*DebugRuleConfiguration `type:"list"`

	// Information about the evaluation status of the rules for the training job.
	DebugRuleEvaluationStatuses []*DebugRuleEvaluationStatus `type:"list"`

	// To encrypt all communications between ML compute instances in distributed
	// training, choose True. Encryption provides greater security for distributed
	// training, but training might take longer. How long it takes depends on the
	// amount of communication between compute instances, especially if you use
	// a deep learning algorithm in distributed training.
	EnableInterContainerTrafficEncryption *bool `type:"boolean"`

	// When true, enables managed spot training using Amazon EC2 Spot instances
	// to run training jobs instead of on-demand instances. For more information,
	// see Managed Spot Training (https://docs.aws.amazon.com/sagemaker/latest/dg/model-managed-spot-training.html).
	EnableManagedSpotTraining *bool `type:"boolean"`

	// 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"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

	// 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:
	//
	// InProgress
	//
	//    * Starting - 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.
	//
	// Completed
	//
	//    * Completed - The training job has completed.
	//
	// Failed
	//
	//    * Failed - The training job has failed. The reason for the failure is
	//    returned in the FailureReason field of DescribeTrainingJobResponse.
	//
	// Stopped
	//
	//    * MaxRuntimeExceeded - The job stopped because it exceeded the maximum
	//    allowed runtime.
	//
	//    * Stopped - The training job has stopped.
	//
	// Stopping
	//
	//    * Stopping - 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"`

	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API 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 can use this 120-second
	// window to save the model artifacts, so the results of training are not lost.
	StoppingCondition *StoppingCondition `type:"structure"`

	// An array of key-value pairs. For more information, see Using Cost Allocation
	// Tags (https://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"`

	// Configuration of storage locations for TensorBoard output.
	TensorBoardOutputConfig *TensorBoardOutputConfig `type:"structure"`

	// 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 training time in seconds.
	TrainingTimeInSeconds *int64 `min:"1" type:"integer"`

	// 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 (https://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) SetAutoMLJobArn added in v1.25.47 

func (s *TrainingJob) SetAutoMLJobArn(v string) *TrainingJob

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*TrainingJob) SetBillableTimeInSeconds added in v1.25.47 

func (s *TrainingJob) SetBillableTimeInSeconds(v int64) *TrainingJob

SetBillableTimeInSeconds sets the BillableTimeInSeconds field's value.

func (*TrainingJob) SetCheckpointConfig added in v1.25.47 

func (s *TrainingJob) SetCheckpointConfig(v *CheckpointConfig) *TrainingJob

SetCheckpointConfig sets the CheckpointConfig 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) SetDebugHookConfig added in v1.25.47 

func (s *TrainingJob) SetDebugHookConfig(v *DebugHookConfig) *TrainingJob

SetDebugHookConfig sets the DebugHookConfig field's value.

func (*TrainingJob) SetDebugRuleConfigurations added in v1.25.47 

func (s *TrainingJob) SetDebugRuleConfigurations(v []*DebugRuleConfiguration) *TrainingJob

SetDebugRuleConfigurations sets the DebugRuleConfigurations field's value.

func (*TrainingJob) SetDebugRuleEvaluationStatuses added in v1.25.47 

func (s *TrainingJob) SetDebugRuleEvaluationStatuses(v []*DebugRuleEvaluationStatus) *TrainingJob

SetDebugRuleEvaluationStatuses sets the DebugRuleEvaluationStatuses field's value.

func (*TrainingJob) SetEnableInterContainerTrafficEncryption added in v1.17.14 

func (s *TrainingJob) SetEnableInterContainerTrafficEncryption(v bool) *TrainingJob

SetEnableInterContainerTrafficEncryption sets the EnableInterContainerTrafficEncryption field's value.

func (*TrainingJob) SetEnableManagedSpotTraining added in v1.25.47 

func (s *TrainingJob) SetEnableManagedSpotTraining(v bool) *TrainingJob

SetEnableManagedSpotTraining sets the EnableManagedSpotTraining 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) SetExperimentConfig added in v1.25.47 

func (s *TrainingJob) SetExperimentConfig(v *ExperimentConfig) *TrainingJob

SetExperimentConfig sets the ExperimentConfig 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) SetTensorBoardOutputConfig added in v1.25.47 

func (s *TrainingJob) SetTensorBoardOutputConfig(v *TensorBoardOutputConfig) *TrainingJob

SetTensorBoardOutputConfig sets the TensorBoardOutputConfig 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) SetTrainingTimeInSeconds added in v1.25.47 

func (s *TrainingJob) SetTrainingTimeInSeconds(v int64) *TrainingJob

SetTrainingTimeInSeconds sets the TrainingTimeInSeconds 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"`

	// Specifies a limit to how long a model training job can run. When the job
	// reaches the time limit, Amazon SageMaker ends the training job. Use this
	// API 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 can 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 (https://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 algorithm 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 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 {

	// 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, which is, 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 files into smaller batches.
	// Splitting is necessary when the total size of each object is too large to
	// fit in a single request. You can also use data splitting to improve performance
	// by processing multiple concurrent mini-batches. The default value for SplitType
	// is None, which indicates that input data files are not split, and request
	// payloads contain the entire contents of an input object. Set the value of
	// this parameter to Line to split records on a newline character boundary.
	// SplitType also supports a number of record-oriented binary data formats.
	// Currently, the supported record formats are:
	//
	//    * RecordIO
	//
	//    * TFRecord
	//
	// When splitting is enabled, the size of a mini-batch depends on the values
	// of the BatchStrategy and MaxPayloadInMB parameters. When the value of BatchStrategy
	// is MultiRecord, Amazon SageMaker sends the maximum number of records in each
	// request, up to the MaxPayloadInMB limit. If the value of BatchStrategy is
	// SingleRecord, Amazon SageMaker sends individual records in each request.
	//
	// Some data formats represent a record as a binary payload wrapped with extra
	// padding bytes. When splitting is applied to a binary data format, padding
	// is removed if the value of BatchStrategy is set to SingleRecord. Padding
	// is not removed if the value of BatchStrategy is set to MultiRecord.
	//
	// For more information about RecordIO, see Create a Dataset Using RecordIO
	// (https://mxnet.apache.org/api/faq/recordio) in the MXNet documentation. For
	// more information about TFRecord, see Consuming TFRecord data (https://www.tensorflow.org/guide/datasets#consuming_tfrecord_data)
	// in the TensorFlow documentation.
	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 TransformJob added in v1.33.12 

type TransformJob struct {

	// The Amazon Resource Name (ARN) of the AutoML job that created the transform
	// job.
	AutoMLJobArn *string `min:"1" type:"string"`

	// Specifies the number of records to include in a mini-batch for an HTTP inference
	// request. A record is a single unit of input data that inference can be made
	// on. For example, a single line in a CSV file is a record.
	BatchStrategy *string `type:"string" enum:"BatchStrategy"`

	// A timestamp that shows when the transform Job was created.
	CreationTime *time.Time `type:"timestamp"`

	// The data structure used to specify the data to be used for inference in a
	// batch transform job and to associate the data that is relevant to the prediction
	// results in the output. The input filter provided allows you to exclude input
	// data that is not needed for inference in a batch transform job. The output
	// filter provided allows you to include input data relevant to interpreting
	// the predictions in the output from the job. For more information, see Associate
	// Prediction Results with their Corresponding Input Records (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform-data-processing.html).
	DataProcessing *DataProcessing `type:"structure"`

	// 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"`

	// Associates a SageMaker job as a trial component with an experiment and trial.
	// Specified when you call the following APIs:
	//
	//    * CreateProcessingJob
	//
	//    * CreateTrainingJob
	//
	//    * CreateTransformJob
	ExperimentConfig *ExperimentConfig `type:"structure"`

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

	// The Amazon Resource Name (ARN) of the labeling job that created the transform
	// job.
	LabelingJobArn *string `type:"string"`

	// The maximum number of parallel requests that can be sent to each instance
	// in a transform job. If MaxConcurrentTransforms is set to 0 or left unset,
	// SageMaker checks the optional execution-parameters to determine the settings
	// for your chosen algorithm. If the execution-parameters endpoint is not enabled,
	// the default value is 1. For built-in algorithms, you don't need to set a
	// value for MaxConcurrentTransforms.
	MaxConcurrentTransforms *int64 `type:"integer"`

	// The maximum allowed size of the payload, in MB. A payload is the data portion
	// of a record (without metadata). The value in MaxPayloadInMB must be greater
	// than, or equal to, the size of a single record. To estimate the size of a
	// record in MB, divide the size of your dataset by the number of records. To
	// ensure that the records fit within the maximum payload size, we recommend
	// using a slightly larger value. 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 works only in supported algorithms.
	// Currently, SageMaker built-in algorithms do not support HTTP chunked encoding.
	MaxPayloadInMB *int64 `type:"integer"`

	// Configures the timeout and maximum number of retries for processing a transform
	// job invocation.
	ModelClientConfig *ModelClientConfig `type:"structure"`

	// The name of the model associated with the transform job.
	ModelName *string `type:"string"`

	// A list of tags associated with the transform job.
	Tags []*Tag `type:"list"`

	// Indicates when the transform job has been completed, or has 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 input source of a transform job and the way the transform job
	// consumes it.
	TransformInput *TransformInput `type:"structure"`

	// The Amazon Resource Name (ARN) of the transform job.
	TransformJobArn *string `type:"string"`

	// The name of the transform job.
	TransformJobName *string `min:"1" type:"string"`

	// The status of the transform job.
	//
	// Transform job statuses are:
	//
	//    * InProgress - The job is in progress.
	//
	//    * Completed - The job has completed.
	//
	//    * Failed - The transform job has failed. To see the reason for the failure,
	//    see the FailureReason field in the response to a DescribeTransformJob
	//    call.
	//
	//    * Stopping - The transform job is stopping.
	//
	//    * Stopped - The transform job has stopped.
	TransformJobStatus *string `type:"string" enum:"TransformJobStatus"`

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

	// Describes the resources, including ML instance types and ML instance count,
	// to use for transform job.
	TransformResources *TransformResources `type:"structure"`

	// 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
}

A batch transform job. For information about SageMaker batch transform, see Use Batch Transform (https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html).

func (TransformJob) GoString added in v1.33.12 

func (s TransformJob) GoString() string

GoString returns the string representation

func (*TransformJob) SetAutoMLJobArn added in v1.33.12 

func (s *TransformJob) SetAutoMLJobArn(v string) *TransformJob

SetAutoMLJobArn sets the AutoMLJobArn field's value.

func (*TransformJob) SetBatchStrategy added in v1.33.12 

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

SetBatchStrategy sets the BatchStrategy field's value.

func (*TransformJob) SetCreationTime added in v1.33.12 

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

SetCreationTime sets the CreationTime field's value.

func (*TransformJob) SetDataProcessing added in v1.33.12 

func (s *TransformJob) SetDataProcessing(v *DataProcessing) *TransformJob

SetDataProcessing sets the DataProcessing field's value.

func (*TransformJob) SetEnvironment added in v1.33.12 

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

SetEnvironment sets the Environment field's value.

func (*TransformJob) SetExperimentConfig added in v1.33.12 

func (s *TransformJob) SetExperimentConfig(v *ExperimentConfig) *TransformJob

SetExperimentConfig sets the ExperimentConfig field's value.

func (*TransformJob) SetFailureReason added in v1.33.12 

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

SetFailureReason sets the FailureReason field's value.

func (*TransformJob) SetLabelingJobArn added in v1.33.12 

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

SetLabelingJobArn sets the LabelingJobArn field's value.

func (*TransformJob) SetMaxConcurrentTransforms added in v1.33.12 

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

SetMaxConcurrentTransforms sets the MaxConcurrentTransforms field's value.

func (*TransformJob) SetMaxPayloadInMB added in v1.33.12 

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

SetMaxPayloadInMB sets the MaxPayloadInMB field's value.

func (*TransformJob) SetModelClientConfig added in v1.33.12 

func (s *TransformJob) SetModelClientConfig(v *ModelClientConfig) *TransformJob

SetModelClientConfig sets the ModelClientConfig field's value.

func (*TransformJob) SetModelName added in v1.33.12 

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

SetModelName sets the ModelName field's value.

func (*TransformJob) SetTags added in v1.33.12 

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

SetTags sets the Tags field's value.

func (*TransformJob) SetTransformEndTime added in v1.33.12 

func (s *TransformJob) SetTransformEndTime(v time.Time) *TransformJob

SetTransformEndTime sets the TransformEndTime field's value.

func (*TransformJob) SetTransformInput added in v1.33.12 

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

SetTransformInput sets the TransformInput field's value.

func (*TransformJob) SetTransformJobArn added in v1.33.12 

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

SetTransformJobArn sets the TransformJobArn field's value.

func (*TransformJob) SetTransformJobName added in v1.33.12 

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

SetTransformJobName sets the TransformJobName field's value.

func (*TransformJob) SetTransformJobStatus added in v1.33.12 

func (s *TransformJob) SetTransformJobStatus(v string) *TransformJob

SetTransformJobStatus sets the TransformJobStatus field's value.

func (*TransformJob) SetTransformOutput added in v1.33.12 

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

SetTransformOutput sets the TransformOutput field's value.

func (*TransformJob) SetTransformResources added in v1.33.12 

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

SetTransformResources sets the TransformResources field's value.

func (*TransformJob) SetTransformStartTime added in v1.33.12 

func (s *TransformJob) SetTransformStartTime(v time.Time) *TransformJob

SetTransformStartTime sets the TransformStartTime field's value.

func (TransformJob) String added in v1.33.12 

func (s TransformJob) String() string

String returns the string representation

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 in response to a ListTransformJobs call.

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.
	// Choose 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:
	//
	//    * Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Alias name: alias/ExampleAlias
	//
	//    * Alias name ARN: 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 CreateModel 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, batch transform
	// stores the transformed data with an .out suffix in a corresponding subfolder
	// in the location in the output prefix. For example, for the input data stored
	// at s3://bucket-name/input-name-prefix/dataset01/data.csv, batch transform
	// stores the transformed data at s3://bucket-name/output-name-prefix/input-name-prefix/data.csv.out.
	// Batch transform doesn't upload partially processed objects. For an input
	// S3 object that contains multiple records, it creates an .out file only if
	// the transform job succeeds on the entire file. When the input contains multiple
	// S3 objects, the batch transform job processes the listed S3 objects and uploads
	// only the output for successfully processed objects. If any object fails in
	// the transform job batch transform marks the job as failed to prompt investigation.
	//
	// S3OutputPath is a required field
	S3OutputPath *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Describes the results of a transform job.

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 jobs, specify 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. If you are using built-in
	// algorithms to transform moderately sized datasets, we recommend using ml.m4.xlarge
	// or ml.m5.large instance types.
	//
	// 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 model 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:
	//
	//    * Key ID: 1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Key ARN: arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab
	//
	//    * Alias name: alias/ExampleAlias
	//
	//    * Alias name ARN: arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
	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.
	//
	// The following values are compatible: ManifestFile, S3Prefix
	//
	// The following value is not compatible: AugmentedManifestFile
	//
	// 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", ... "relative/path/custdata-N" ] 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-2 ... s3://customer_bucket/some/prefix/relative/path/custdata-N
	//    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 Trial added in v1.25.47 

type Trial struct {

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy *UserContext `type:"structure"`

	// When the trial was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the trial as displayed. If DisplayName isn't specified, TrialName
	// is displayed.
	DisplayName *string `min:"1" type:"string"`

	// The name of the experiment the trial is part of.
	ExperimentName *string `min:"1" type:"string"`

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy *UserContext `type:"structure"`

	// Who last modified the trial.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The source of the trial.
	Source *TrialSource `type:"structure"`

	// The list of tags that are associated with the trial. You can use Search API
	// to search on the tags.
	Tags []*Tag `type:"list"`

	// The Amazon Resource Name (ARN) of the trial.
	TrialArn *string `type:"string"`

	// A list of the components associated with the trial. For each component, a
	// summary of the component's properties is included.
	TrialComponentSummaries []*TrialComponentSimpleSummary `type:"list"`

	// The name of the trial.
	TrialName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

The properties of a trial as returned by the Search API.

func (Trial) GoString added in v1.25.47 

func (s Trial) GoString() string

GoString returns the string representation

func (*Trial) SetCreatedBy added in v1.25.47 

func (s *Trial) SetCreatedBy(v *UserContext) *Trial

SetCreatedBy sets the CreatedBy field's value.

func (*Trial) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*Trial) SetDisplayName added in v1.25.47 

func (s *Trial) SetDisplayName(v string) *Trial

SetDisplayName sets the DisplayName field's value.

func (*Trial) SetExperimentName added in v1.25.47 

func (s *Trial) SetExperimentName(v string) *Trial

SetExperimentName sets the ExperimentName field's value.

func (*Trial) SetLastModifiedBy added in v1.25.47 

func (s *Trial) SetLastModifiedBy(v *UserContext) *Trial

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*Trial) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*Trial) SetSource added in v1.25.47 

func (s *Trial) SetSource(v *TrialSource) *Trial

SetSource sets the Source field's value.

func (*Trial) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*Trial) SetTrialArn added in v1.25.47 

func (s *Trial) SetTrialArn(v string) *Trial

SetTrialArn sets the TrialArn field's value.

func (*Trial) SetTrialComponentSummaries added in v1.25.47 

func (s *Trial) SetTrialComponentSummaries(v []*TrialComponentSimpleSummary) *Trial

SetTrialComponentSummaries sets the TrialComponentSummaries field's value.

func (*Trial) SetTrialName added in v1.25.47 

func (s *Trial) SetTrialName(v string) *Trial

SetTrialName sets the TrialName field's value.

func (Trial) String added in v1.25.47 

func (s Trial) String() string

String returns the string representation

type TrialComponent added in v1.25.47 

type TrialComponent struct {

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy *UserContext `type:"structure"`

	// When the component was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the component as displayed. If DisplayName isn't specified, TrialComponentName
	// is displayed.
	DisplayName *string `min:"1" type:"string"`

	// When the component ended.
	EndTime *time.Time `type:"timestamp"`

	// The input artifacts of the component.
	InputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	LastModifiedBy *UserContext `type:"structure"`

	// When the component was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The metrics for the component.
	Metrics []*TrialComponentMetricSummary `type:"list"`

	// The output artifacts of the component.
	OutputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// The hyperparameters of the component.
	Parameters map[string]*TrialComponentParameterValue `type:"map"`

	// An array of the parents of the component. A parent is a trial the component
	// is associated with and the experiment the trial is part of. A component might
	// not have any parents.
	Parents []*Parent `type:"list"`

	// The Amazon Resource Name (ARN) and job type of the source of the component.
	Source *TrialComponentSource `type:"structure"`

	// Details of the source of the component.
	SourceDetail *TrialComponentSourceDetail `type:"structure"`

	// When the component started.
	StartTime *time.Time `type:"timestamp"`

	// The status of the trial component.
	Status *TrialComponentStatus `type:"structure"`

	// The list of tags that are associated with the component. You can use Search
	// API to search on the tags.
	Tags []*Tag `type:"list"`

	// The Amazon Resource Name (ARN) of the trial component.
	TrialComponentArn *string `type:"string"`

	// The name of the trial component.
	TrialComponentName *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

The properties of a trial component as returned by the Search API.

func (TrialComponent) GoString added in v1.25.47 

func (s TrialComponent) GoString() string

GoString returns the string representation

func (*TrialComponent) SetCreatedBy added in v1.25.47 

func (s *TrialComponent) SetCreatedBy(v *UserContext) *TrialComponent

SetCreatedBy sets the CreatedBy field's value.

func (*TrialComponent) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*TrialComponent) SetDisplayName added in v1.25.47 

func (s *TrialComponent) SetDisplayName(v string) *TrialComponent

SetDisplayName sets the DisplayName field's value.

func (*TrialComponent) SetEndTime added in v1.25.47 

func (s *TrialComponent) SetEndTime(v time.Time) *TrialComponent

SetEndTime sets the EndTime field's value.

func (*TrialComponent) SetInputArtifacts added in v1.25.47 

func (s *TrialComponent) SetInputArtifacts(v map[string]*TrialComponentArtifact) *TrialComponent

SetInputArtifacts sets the InputArtifacts field's value.

func (*TrialComponent) SetLastModifiedBy added in v1.25.47 

func (s *TrialComponent) SetLastModifiedBy(v *UserContext) *TrialComponent

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*TrialComponent) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TrialComponent) SetMetrics added in v1.25.47 

func (s *TrialComponent) SetMetrics(v []*TrialComponentMetricSummary) *TrialComponent

SetMetrics sets the Metrics field's value.

func (*TrialComponent) SetOutputArtifacts added in v1.25.47 

func (s *TrialComponent) SetOutputArtifacts(v map[string]*TrialComponentArtifact) *TrialComponent

SetOutputArtifacts sets the OutputArtifacts field's value.

func (*TrialComponent) SetParameters added in v1.25.47 

func (s *TrialComponent) SetParameters(v map[string]*TrialComponentParameterValue) *TrialComponent

SetParameters sets the Parameters field's value.

func (*TrialComponent) SetParents added in v1.25.47 

func (s *TrialComponent) SetParents(v []*Parent) *TrialComponent

SetParents sets the Parents field's value.

func (*TrialComponent) SetSource added in v1.25.47 

func (s *TrialComponent) SetSource(v *TrialComponentSource) *TrialComponent

SetSource sets the Source field's value.

func (*TrialComponent) SetSourceDetail added in v1.25.47 

func (s *TrialComponent) SetSourceDetail(v *TrialComponentSourceDetail) *TrialComponent

SetSourceDetail sets the SourceDetail field's value.

func (*TrialComponent) SetStartTime added in v1.25.47 

func (s *TrialComponent) SetStartTime(v time.Time) *TrialComponent

SetStartTime sets the StartTime field's value.

func (*TrialComponent) SetStatus added in v1.25.47 

func (s *TrialComponent) SetStatus(v *TrialComponentStatus) *TrialComponent

SetStatus sets the Status field's value.

func (*TrialComponent) SetTags added in v1.25.47 

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

SetTags sets the Tags field's value.

func (*TrialComponent) SetTrialComponentArn added in v1.25.47 

func (s *TrialComponent) SetTrialComponentArn(v string) *TrialComponent

SetTrialComponentArn sets the TrialComponentArn field's value.

func (*TrialComponent) SetTrialComponentName added in v1.25.47 

func (s *TrialComponent) SetTrialComponentName(v string) *TrialComponent

SetTrialComponentName sets the TrialComponentName field's value.

func (TrialComponent) String added in v1.25.47 

func (s TrialComponent) String() string

String returns the string representation

type TrialComponentArtifact added in v1.25.47 

type TrialComponentArtifact struct {

	// The media type of the artifact, which indicates the type of data in the artifact
	// file. The media type consists of a type and a subtype concatenated with a
	// slash (/) character, for example, text/csv, image/jpeg, and s3/uri. The type
	// specifies the category of the media. The subtype specifies the kind of data.
	MediaType *string `type:"string"`

	// The location of the artifact.
	//
	// Value is a required field
	Value *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

Represents an input or output artifact of a trial component. You specify TrialComponentArtifact as part of the InputArtifacts and OutputArtifacts parameters in the CreateTrialComponent request.

Examples of input artifacts are datasets, algorithms, hyperparameters, source code, and instance types. Examples of output artifacts are metrics, snapshots, logs, and images.

func (TrialComponentArtifact) GoString added in v1.25.47 

func (s TrialComponentArtifact) GoString() string

GoString returns the string representation

func (*TrialComponentArtifact) SetMediaType added in v1.25.47 

func (s *TrialComponentArtifact) SetMediaType(v string) *TrialComponentArtifact

SetMediaType sets the MediaType field's value.

func (*TrialComponentArtifact) SetValue added in v1.25.47 

func (s *TrialComponentArtifact) SetValue(v string) *TrialComponentArtifact

SetValue sets the Value field's value.

func (TrialComponentArtifact) String added in v1.25.47 

func (s TrialComponentArtifact) String() string

String returns the string representation

func (*TrialComponentArtifact) Validate added in v1.25.47 

func (s *TrialComponentArtifact) Validate() error

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

type TrialComponentMetricSummary added in v1.25.47 

type TrialComponentMetricSummary struct {

	// The average value of the metric.
	Avg *float64 `type:"double"`

	// The number of samples used to generate the metric.
	Count *int64 `type:"integer"`

	// The most recent value of the metric.
	Last *float64 `type:"double"`

	// The maximum value of the metric.
	Max *float64 `type:"double"`

	// The name of the metric.
	MetricName *string `min:"1" type:"string"`

	// The minimum value of the metric.
	Min *float64 `type:"double"`

	// The Amazon Resource Name (ARN) of the source.
	SourceArn *string `type:"string"`

	// The standard deviation of the metric.
	StdDev *float64 `type:"double"`

	// When the metric was last updated.
	TimeStamp *time.Time `type:"timestamp"`
	// contains filtered or unexported fields
}

A summary of the metrics of a trial component.

func (TrialComponentMetricSummary) GoString added in v1.25.47 

func (s TrialComponentMetricSummary) GoString() string

GoString returns the string representation

func (*TrialComponentMetricSummary) SetAvg added in v1.25.47 

func (s *TrialComponentMetricSummary) SetAvg(v float64) *TrialComponentMetricSummary

SetAvg sets the Avg field's value.

func (*TrialComponentMetricSummary) SetCount added in v1.25.47 

func (s *TrialComponentMetricSummary) SetCount(v int64) *TrialComponentMetricSummary

SetCount sets the Count field's value.

func (*TrialComponentMetricSummary) SetLast added in v1.25.47 

func (s *TrialComponentMetricSummary) SetLast(v float64) *TrialComponentMetricSummary

SetLast sets the Last field's value.

func (*TrialComponentMetricSummary) SetMax added in v1.25.47 

func (s *TrialComponentMetricSummary) SetMax(v float64) *TrialComponentMetricSummary

SetMax sets the Max field's value.

func (*TrialComponentMetricSummary) SetMetricName added in v1.25.47 

func (s *TrialComponentMetricSummary) SetMetricName(v string) *TrialComponentMetricSummary

SetMetricName sets the MetricName field's value.

func (*TrialComponentMetricSummary) SetMin added in v1.25.47 

func (s *TrialComponentMetricSummary) SetMin(v float64) *TrialComponentMetricSummary

SetMin sets the Min field's value.

func (*TrialComponentMetricSummary) SetSourceArn added in v1.25.47 

func (s *TrialComponentMetricSummary) SetSourceArn(v string) *TrialComponentMetricSummary

SetSourceArn sets the SourceArn field's value.

func (*TrialComponentMetricSummary) SetStdDev added in v1.25.47 

func (s *TrialComponentMetricSummary) SetStdDev(v float64) *TrialComponentMetricSummary

SetStdDev sets the StdDev field's value.

func (*TrialComponentMetricSummary) SetTimeStamp added in v1.25.47 

func (s *TrialComponentMetricSummary) SetTimeStamp(v time.Time) *TrialComponentMetricSummary

SetTimeStamp sets the TimeStamp field's value.

func (TrialComponentMetricSummary) String added in v1.25.47 

func (s TrialComponentMetricSummary) String() string

String returns the string representation

type TrialComponentParameterValue added in v1.25.47 

type TrialComponentParameterValue struct {

	// The numeric value of a numeric hyperparameter. If you specify a value for
	// this parameter, you can't specify the StringValue parameter.
	NumberValue *float64 `type:"double"`

	// The string value of a categorical hyperparameter. If you specify a value
	// for this parameter, you can't specify the NumberValue parameter.
	StringValue *string `type:"string"`
	// contains filtered or unexported fields
}

The value of a hyperparameter. Only one of NumberValue or StringValue can be specified.

This object is specified in the CreateTrialComponent request.

func (TrialComponentParameterValue) GoString added in v1.25.47 

func (s TrialComponentParameterValue) GoString() string

GoString returns the string representation

func (*TrialComponentParameterValue) SetNumberValue added in v1.25.47 

func (s *TrialComponentParameterValue) SetNumberValue(v float64) *TrialComponentParameterValue

SetNumberValue sets the NumberValue field's value.

func (*TrialComponentParameterValue) SetStringValue added in v1.25.47 

func (s *TrialComponentParameterValue) SetStringValue(v string) *TrialComponentParameterValue

SetStringValue sets the StringValue field's value.

func (TrialComponentParameterValue) String added in v1.25.47 

func (s TrialComponentParameterValue) String() string

String returns the string representation

type TrialComponentSimpleSummary added in v1.25.47 

type TrialComponentSimpleSummary struct {

	// Information about the user who created or modified an experiment, trial,
	// or trial component.
	CreatedBy *UserContext `type:"structure"`

	// When the component was created.
	CreationTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the trial component.
	TrialComponentArn *string `type:"string"`

	// The name of the trial component.
	TrialComponentName *string `min:"1" type:"string"`

	// The Amazon Resource Name (ARN) and job type of the source of a trial component.
	TrialComponentSource *TrialComponentSource `type:"structure"`
	// contains filtered or unexported fields
}

A short summary of a trial component.

func (TrialComponentSimpleSummary) GoString added in v1.25.47 

func (s TrialComponentSimpleSummary) GoString() string

GoString returns the string representation

func (*TrialComponentSimpleSummary) SetCreatedBy added in v1.25.47 

func (s *TrialComponentSimpleSummary) SetCreatedBy(v *UserContext) *TrialComponentSimpleSummary

SetCreatedBy sets the CreatedBy field's value.

func (*TrialComponentSimpleSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*TrialComponentSimpleSummary) SetTrialComponentArn added in v1.25.47 

func (s *TrialComponentSimpleSummary) SetTrialComponentArn(v string) *TrialComponentSimpleSummary

SetTrialComponentArn sets the TrialComponentArn field's value.

func (*TrialComponentSimpleSummary) SetTrialComponentName added in v1.25.47 

func (s *TrialComponentSimpleSummary) SetTrialComponentName(v string) *TrialComponentSimpleSummary

SetTrialComponentName sets the TrialComponentName field's value.

func (*TrialComponentSimpleSummary) SetTrialComponentSource added in v1.25.47 

func (s *TrialComponentSimpleSummary) SetTrialComponentSource(v *TrialComponentSource) *TrialComponentSimpleSummary

SetTrialComponentSource sets the TrialComponentSource field's value.

func (TrialComponentSimpleSummary) String added in v1.25.47 

func (s TrialComponentSimpleSummary) String() string

String returns the string representation

type TrialComponentSource added in v1.25.47 

type TrialComponentSource struct {

	// The source ARN.
	//
	// SourceArn is a required field
	SourceArn *string `type:"string" required:"true"`

	// The source job type.
	SourceType *string `type:"string"`
	// contains filtered or unexported fields
}

The Amazon Resource Name (ARN) and job type of the source of a trial component.

func (TrialComponentSource) GoString added in v1.25.47 

func (s TrialComponentSource) GoString() string

GoString returns the string representation

func (*TrialComponentSource) SetSourceArn added in v1.25.47 

func (s *TrialComponentSource) SetSourceArn(v string) *TrialComponentSource

SetSourceArn sets the SourceArn field's value.

func (*TrialComponentSource) SetSourceType added in v1.25.47 

func (s *TrialComponentSource) SetSourceType(v string) *TrialComponentSource

SetSourceType sets the SourceType field's value.

func (TrialComponentSource) String added in v1.25.47 

func (s TrialComponentSource) String() string

String returns the string representation

type TrialComponentSourceDetail added in v1.25.47 

type TrialComponentSourceDetail struct {

	// Information about a processing job that's the source of a trial component.
	ProcessingJob *ProcessingJob `type:"structure"`

	// The Amazon Resource Name (ARN) of the source.
	SourceArn *string `type:"string"`

	// Information about a training job that's the source of a trial component.
	TrainingJob *TrainingJob `type:"structure"`

	// Information about a transform job that's the source of the trial component.
	TransformJob *TransformJob `type:"structure"`
	// contains filtered or unexported fields
}

Detailed information about the source of a trial component. Either ProcessingJob or TrainingJob is returned.

func (TrialComponentSourceDetail) GoString added in v1.25.47 

func (s TrialComponentSourceDetail) GoString() string

GoString returns the string representation

func (*TrialComponentSourceDetail) SetProcessingJob added in v1.30.8 

func (s *TrialComponentSourceDetail) SetProcessingJob(v *ProcessingJob) *TrialComponentSourceDetail

SetProcessingJob sets the ProcessingJob field's value.

func (*TrialComponentSourceDetail) SetSourceArn added in v1.25.47 

func (s *TrialComponentSourceDetail) SetSourceArn(v string) *TrialComponentSourceDetail

SetSourceArn sets the SourceArn field's value.

func (*TrialComponentSourceDetail) SetTrainingJob added in v1.25.47 

func (s *TrialComponentSourceDetail) SetTrainingJob(v *TrainingJob) *TrialComponentSourceDetail

SetTrainingJob sets the TrainingJob field's value.

func (*TrialComponentSourceDetail) SetTransformJob added in v1.33.12 

func (s *TrialComponentSourceDetail) SetTransformJob(v *TransformJob) *TrialComponentSourceDetail

SetTransformJob sets the TransformJob field's value.

func (TrialComponentSourceDetail) String added in v1.25.47 

func (s TrialComponentSourceDetail) String() string

String returns the string representation

type TrialComponentStatus added in v1.25.47 

type TrialComponentStatus struct {

	// If the component failed, a message describing why.
	Message *string `type:"string"`

	// The status of the trial component.
	PrimaryStatus *string `type:"string" enum:"TrialComponentPrimaryStatus"`
	// contains filtered or unexported fields
}

The status of the trial component.

func (TrialComponentStatus) GoString added in v1.25.47 

func (s TrialComponentStatus) GoString() string

GoString returns the string representation

func (*TrialComponentStatus) SetMessage added in v1.25.47 

func (s *TrialComponentStatus) SetMessage(v string) *TrialComponentStatus

SetMessage sets the Message field's value.

func (*TrialComponentStatus) SetPrimaryStatus added in v1.25.47 

func (s *TrialComponentStatus) SetPrimaryStatus(v string) *TrialComponentStatus

SetPrimaryStatus sets the PrimaryStatus field's value.

func (TrialComponentStatus) String added in v1.25.47 

func (s TrialComponentStatus) String() string

String returns the string representation

type TrialComponentSummary added in v1.25.47 

type TrialComponentSummary struct {

	// Who created the component.
	CreatedBy *UserContext `type:"structure"`

	// When the component was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the component as displayed. If DisplayName isn't specified, TrialComponentName
	// is displayed.
	DisplayName *string `min:"1" type:"string"`

	// When the component ended.
	EndTime *time.Time `type:"timestamp"`

	// Who last modified the component.
	LastModifiedBy *UserContext `type:"structure"`

	// When the component was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// When the component started.
	StartTime *time.Time `type:"timestamp"`

	// The status of the component. States include:
	//
	//    * InProgress
	//
	//    * Completed
	//
	//    * Failed
	Status *TrialComponentStatus `type:"structure"`

	// The ARN of the trial component.
	TrialComponentArn *string `type:"string"`

	// The name of the trial component.
	TrialComponentName *string `min:"1" type:"string"`

	// The Amazon Resource Name (ARN) and job type of the source of a trial component.
	TrialComponentSource *TrialComponentSource `type:"structure"`
	// contains filtered or unexported fields
}

A summary of the properties of a trial component. To get all the properties, call the DescribeTrialComponent API and provide the TrialComponentName.

func (TrialComponentSummary) GoString added in v1.25.47 

func (s TrialComponentSummary) GoString() string

GoString returns the string representation

func (*TrialComponentSummary) SetCreatedBy added in v1.25.47 

func (s *TrialComponentSummary) SetCreatedBy(v *UserContext) *TrialComponentSummary

SetCreatedBy sets the CreatedBy field's value.

func (*TrialComponentSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*TrialComponentSummary) SetDisplayName added in v1.25.47 

func (s *TrialComponentSummary) SetDisplayName(v string) *TrialComponentSummary

SetDisplayName sets the DisplayName field's value.

func (*TrialComponentSummary) SetEndTime added in v1.25.47 

func (s *TrialComponentSummary) SetEndTime(v time.Time) *TrialComponentSummary

SetEndTime sets the EndTime field's value.

func (*TrialComponentSummary) SetLastModifiedBy added in v1.25.47 

func (s *TrialComponentSummary) SetLastModifiedBy(v *UserContext) *TrialComponentSummary

SetLastModifiedBy sets the LastModifiedBy field's value.

func (*TrialComponentSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TrialComponentSummary) SetStartTime added in v1.25.47 

func (s *TrialComponentSummary) SetStartTime(v time.Time) *TrialComponentSummary

SetStartTime sets the StartTime field's value.

func (*TrialComponentSummary) SetStatus added in v1.25.47 

func (s *TrialComponentSummary) SetStatus(v *TrialComponentStatus) *TrialComponentSummary

SetStatus sets the Status field's value.

func (*TrialComponentSummary) SetTrialComponentArn added in v1.25.47 

func (s *TrialComponentSummary) SetTrialComponentArn(v string) *TrialComponentSummary

SetTrialComponentArn sets the TrialComponentArn field's value.

func (*TrialComponentSummary) SetTrialComponentName added in v1.25.47 

func (s *TrialComponentSummary) SetTrialComponentName(v string) *TrialComponentSummary

SetTrialComponentName sets the TrialComponentName field's value.

func (*TrialComponentSummary) SetTrialComponentSource added in v1.25.47 

func (s *TrialComponentSummary) SetTrialComponentSource(v *TrialComponentSource) *TrialComponentSummary

SetTrialComponentSource sets the TrialComponentSource field's value.

func (TrialComponentSummary) String added in v1.25.47 

func (s TrialComponentSummary) String() string

String returns the string representation

type TrialSource added in v1.25.47 

type TrialSource struct {

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

	// The source job type.
	SourceType *string `type:"string"`
	// contains filtered or unexported fields
}

The source of the trial.

func (TrialSource) GoString added in v1.25.47 

func (s TrialSource) GoString() string

GoString returns the string representation

func (*TrialSource) SetSourceArn added in v1.25.47 

func (s *TrialSource) SetSourceArn(v string) *TrialSource

SetSourceArn sets the SourceArn field's value.

func (*TrialSource) SetSourceType added in v1.25.47 

func (s *TrialSource) SetSourceType(v string) *TrialSource

SetSourceType sets the SourceType field's value.

func (TrialSource) String added in v1.25.47 

func (s TrialSource) String() string

String returns the string representation

type TrialSummary added in v1.25.47 

type TrialSummary struct {

	// When the trial was created.
	CreationTime *time.Time `type:"timestamp"`

	// The name of the trial as displayed. If DisplayName isn't specified, TrialName
	// is displayed.
	DisplayName *string `min:"1" type:"string"`

	// When the trial was last modified.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The Amazon Resource Name (ARN) of the trial.
	TrialArn *string `type:"string"`

	// The name of the trial.
	TrialName *string `min:"1" type:"string"`

	// The source of the trial.
	TrialSource *TrialSource `type:"structure"`
	// contains filtered or unexported fields
}

A summary of the properties of a trial. To get the complete set of properties, call the DescribeTrial API and provide the TrialName.

func (TrialSummary) GoString added in v1.25.47 

func (s TrialSummary) GoString() string

GoString returns the string representation

func (*TrialSummary) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*TrialSummary) SetDisplayName added in v1.25.47 

func (s *TrialSummary) SetDisplayName(v string) *TrialSummary

SetDisplayName sets the DisplayName field's value.

func (*TrialSummary) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*TrialSummary) SetTrialArn added in v1.25.47 

func (s *TrialSummary) SetTrialArn(v string) *TrialSummary

SetTrialArn sets the TrialArn field's value.

func (*TrialSummary) SetTrialName added in v1.25.47 

func (s *TrialSummary) SetTrialName(v string) *TrialSummary

SetTrialName sets the TrialName field's value.

func (*TrialSummary) SetTrialSource added in v1.25.47 

func (s *TrialSummary) SetTrialSource(v *TrialSource) *TrialSummary

SetTrialSource sets the TrialSource field's value.

func (TrialSummary) String added in v1.25.47 

func (s TrialSummary) String() string

String returns the string representation

type TuningJobCompletionCriteria added in v1.25.47 

type TuningJobCompletionCriteria struct {

	// The value of the objective metric.
	//
	// TargetObjectiveMetricValue is a required field
	TargetObjectiveMetricValue *float64 `type:"float" required:"true"`
	// contains filtered or unexported fields
}

The job completion criteria.

func (TuningJobCompletionCriteria) GoString added in v1.25.47 

func (s TuningJobCompletionCriteria) GoString() string

GoString returns the string representation

func (*TuningJobCompletionCriteria) SetTargetObjectiveMetricValue added in v1.25.47 

func (s *TuningJobCompletionCriteria) SetTargetObjectiveMetricValue(v float64) *TuningJobCompletionCriteria

SetTargetObjectiveMetricValue sets the TargetObjectiveMetricValue field's value.

func (TuningJobCompletionCriteria) String added in v1.25.47 

func (s TuningJobCompletionCriteria) String() string

String returns the string representation

func (*TuningJobCompletionCriteria) Validate added in v1.25.47 

func (s *TuningJobCompletionCriteria) 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 ARN of the worker task template used to render the worker UI and tools
	// for labeling job tasks.
	//
	// Use this parameter when you are creating a labeling job for 3D point cloud
	// and video fram labeling jobs. Use your labeling job task type to select one
	// of the following ARN's and use it with this parameter when you create a labeling
	// job. Replace aws-region with the AWS region you are creating your labeling
	// job in.
	//
	// 3D Point Cloud HumanTaskUiArns
	//
	// Use this HumanTaskUiArn for 3D point cloud object detection and 3D point
	// cloud object detection adjustment labeling jobs.
	//
	//    * arn:aws:sagemaker:aws-region:394669845002:human-task-ui/PointCloudObjectDetection
	//
	// Use this HumanTaskUiArn for 3D point cloud object tracking and 3D point cloud
	// object tracking adjustment labeling jobs.
	//
	//    * arn:aws:sagemaker:aws-region:394669845002:human-task-ui/PointCloudObjectTracking
	//
	// Use this HumanTaskUiArn for 3D point cloud semantic segmentation and 3D point
	// cloud semantic segmentation adjustment labeling jobs.
	//
	//    * arn:aws:sagemaker:aws-region:394669845002:human-task-ui/PointCloudSemanticSegmentation
	//
	// Video Frame HumanTaskUiArns
	//
	// Use this HumanTaskUiArn for video frame object detection and video frame
	// object detection adjustment labeling jobs.
	//
	//    * arn:aws:sagemaker:region:394669845002:human-task-ui/VideoObjectDetection
	//
	// Use this HumanTaskUiArn for video frame object tracking and video frame object
	// tracking adjustment labeling jobs.
	//
	//    * arn:aws:sagemaker:aws-region:394669845002:human-task-ui/VideoObjectTracking
	HumanTaskUiArn *string `type:"string"`

	// The Amazon S3 bucket location of the UI template, or worker task template.
	// This is the template used to render the worker UI and tools for labeling
	// job tasks. For more information about the contents of a UI template, see
	// Creating Your Custom Labeling Task Template (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-custom-templates-step2.html).
	UiTemplateS3Uri *string `type:"string"`
	// 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) SetHumanTaskUiArn added in v1.31.8 

func (s *UiConfig) SetHumanTaskUiArn(v string) *UiConfig

SetHumanTaskUiArn sets the HumanTaskUiArn field's value.

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

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 UiTemplateInfo added in v1.25.47 

type UiTemplateInfo struct {

	// The SHA-256 digest of the contents of the template.
	ContentSha256 *string `min:"1" type:"string"`

	// The URL for the user interface template.
	Url *string `min:"1" type:"string"`
	// contains filtered or unexported fields
}

Container for user interface template information.

func (UiTemplateInfo) GoString added in v1.25.47 

func (s UiTemplateInfo) GoString() string

GoString returns the string representation

func (*UiTemplateInfo) SetContentSha256 added in v1.25.47 

func (s *UiTemplateInfo) SetContentSha256(v string) *UiTemplateInfo

SetContentSha256 sets the ContentSha256 field's value.

func (*UiTemplateInfo) SetUrl added in v1.25.47 

func (s *UiTemplateInfo) SetUrl(v string) *UiTemplateInfo

SetUrl sets the Url field's value.

func (UiTemplateInfo) String added in v1.25.47 

func (s UiTemplateInfo) String() string

String returns the string representation

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 UpdateDomainInput added in v1.25.47 

type UpdateDomainInput struct {

	// A collection of settings.
	DefaultUserSettings *UserSettings `type:"structure"`

	// The ID of the domain to be updated.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateDomainInput) GoString added in v1.25.47 

func (s UpdateDomainInput) GoString() string

GoString returns the string representation

func (*UpdateDomainInput) SetDefaultUserSettings added in v1.25.47 

func (s *UpdateDomainInput) SetDefaultUserSettings(v *UserSettings) *UpdateDomainInput

SetDefaultUserSettings sets the DefaultUserSettings field's value.

func (*UpdateDomainInput) SetDomainId added in v1.25.47 

func (s *UpdateDomainInput) SetDomainId(v string) *UpdateDomainInput

SetDomainId sets the DomainId field's value.

func (UpdateDomainInput) String added in v1.25.47 

func (s UpdateDomainInput) String() string

String returns the string representation

func (*UpdateDomainInput) Validate added in v1.25.47 

func (s *UpdateDomainInput) Validate() error

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

type UpdateDomainOutput added in v1.25.47 

type UpdateDomainOutput struct {

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

func (UpdateDomainOutput) GoString added in v1.25.47 

func (s UpdateDomainOutput) GoString() string

GoString returns the string representation

func (*UpdateDomainOutput) SetDomainArn added in v1.25.47 

func (s *UpdateDomainOutput) SetDomainArn(v string) *UpdateDomainOutput

SetDomainArn sets the DomainArn field's value.

func (UpdateDomainOutput) String added in v1.25.47 

func (s UpdateDomainOutput) 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"`

	// When you are updating endpoint resources with UpdateEndpointInput$RetainAllVariantProperties,
	// whose value is set to true, ExcludeRetainedVariantProperties specifies the
	// list of type VariantProperty to override with the values provided by EndpointConfig.
	// If you don't specify a value for ExcludeAllVariantProperties, no variant
	// properties are overridden.
	ExcludeRetainedVariantProperties []*VariantProperty `type:"list"`

	// When updating endpoint resources, enables or disables the retention of variant
	// properties, such as the instance count or the variant weight. To retain the
	// variant properties of an endpoint when updating it, set RetainAllVariantProperties
	// to true. To use the variant properties specified in a new EndpointConfig
	// call when updating an endpoint, set RetainAllVariantProperties to false.
	RetainAllVariantProperties *bool `type:"boolean"`
	// 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) SetExcludeRetainedVariantProperties added in v1.29.11 

func (s *UpdateEndpointInput) SetExcludeRetainedVariantProperties(v []*VariantProperty) *UpdateEndpointInput

SetExcludeRetainedVariantProperties sets the ExcludeRetainedVariantProperties field's value.

func (*UpdateEndpointInput) SetRetainAllVariantProperties added in v1.29.11 

func (s *UpdateEndpointInput) SetRetainAllVariantProperties(v bool) *UpdateEndpointInput

SetRetainAllVariantProperties sets the RetainAllVariantProperties 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 UpdateExperimentInput added in v1.25.47 

type UpdateExperimentInput struct {

	// The description of the experiment.
	Description *string `type:"string"`

	// The name of the experiment as displayed. The name doesn't need to be unique.
	// If DisplayName isn't specified, ExperimentName is displayed.
	DisplayName *string `min:"1" type:"string"`

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

func (UpdateExperimentInput) GoString added in v1.25.47 

func (s UpdateExperimentInput) GoString() string

GoString returns the string representation

func (*UpdateExperimentInput) SetDescription added in v1.25.47 

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

SetDescription sets the Description field's value.

func (*UpdateExperimentInput) SetDisplayName added in v1.25.47 

func (s *UpdateExperimentInput) SetDisplayName(v string) *UpdateExperimentInput

SetDisplayName sets the DisplayName field's value.

func (*UpdateExperimentInput) SetExperimentName added in v1.25.47 

func (s *UpdateExperimentInput) SetExperimentName(v string) *UpdateExperimentInput

SetExperimentName sets the ExperimentName field's value.

func (UpdateExperimentInput) String added in v1.25.47 

func (s UpdateExperimentInput) String() string

String returns the string representation

func (*UpdateExperimentInput) Validate added in v1.25.47 

func (s *UpdateExperimentInput) Validate() error

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

type UpdateExperimentOutput added in v1.25.47 

type UpdateExperimentOutput struct {

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

func (UpdateExperimentOutput) GoString added in v1.25.47 

func (s UpdateExperimentOutput) GoString() string

GoString returns the string representation

func (*UpdateExperimentOutput) SetExperimentArn added in v1.25.47 

func (s *UpdateExperimentOutput) SetExperimentArn(v string) *UpdateExperimentOutput

SetExperimentArn sets the ExperimentArn field's value.

func (UpdateExperimentOutput) String added in v1.25.47 

func (s UpdateExperimentOutput) String() string

String returns the string representation

type UpdateMonitoringScheduleInput added in v1.25.47 

type UpdateMonitoringScheduleInput struct {

	// The configuration object that specifies the monitoring schedule and defines
	// the monitoring job.
	//
	// MonitoringScheduleConfig is a required field
	MonitoringScheduleConfig *MonitoringScheduleConfig `type:"structure" required:"true"`

	// The name of the monitoring schedule. The name must be unique within an AWS
	// Region within an AWS account.
	//
	// MonitoringScheduleName is a required field
	MonitoringScheduleName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateMonitoringScheduleInput) GoString added in v1.25.47 

func (s UpdateMonitoringScheduleInput) GoString() string

GoString returns the string representation

func (*UpdateMonitoringScheduleInput) SetMonitoringScheduleConfig added in v1.25.47 

func (s *UpdateMonitoringScheduleInput) SetMonitoringScheduleConfig(v *MonitoringScheduleConfig) *UpdateMonitoringScheduleInput

SetMonitoringScheduleConfig sets the MonitoringScheduleConfig field's value.

func (*UpdateMonitoringScheduleInput) SetMonitoringScheduleName added in v1.25.47 

func (s *UpdateMonitoringScheduleInput) SetMonitoringScheduleName(v string) *UpdateMonitoringScheduleInput

SetMonitoringScheduleName sets the MonitoringScheduleName field's value.

func (UpdateMonitoringScheduleInput) String added in v1.25.47 

func (s UpdateMonitoringScheduleInput) String() string

String returns the string representation

func (*UpdateMonitoringScheduleInput) Validate added in v1.25.47 

func (s *UpdateMonitoringScheduleInput) Validate() error

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

type UpdateMonitoringScheduleOutput added in v1.25.47 

type UpdateMonitoringScheduleOutput struct {

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

func (UpdateMonitoringScheduleOutput) GoString added in v1.25.47 

func (s UpdateMonitoringScheduleOutput) GoString() string

GoString returns the string representation

func (*UpdateMonitoringScheduleOutput) SetMonitoringScheduleArn added in v1.25.47 

func (s *UpdateMonitoringScheduleOutput) SetMonitoringScheduleArn(v string) *UpdateMonitoringScheduleOutput

SetMonitoringScheduleArn sets the MonitoringScheduleArn field's value.

func (UpdateMonitoringScheduleOutput) String added in v1.25.47 

func (s UpdateMonitoringScheduleOutput) 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/ei.html).
	AcceleratorTypes []*string `type:"list"`

	// An array of up to three 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 (https://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
	// (https://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
	// (https://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 (https://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. This operation is idempotent. If you specify an accelerator type
	// that is not associated with the notebook instance when you call this method,
	// it does not throw an error.
	DisassociateAcceleratorTypes *bool `type:"boolean"`

	// A list of names or URLs of the default Git repositories to remove from this
	// notebook instance. This operation is idempotent. If you specify a Git repository
	// that is not associated with the notebook instance when you call this method,
	// it does not throw an error.
	DisassociateAdditionalCodeRepositories *bool `type:"boolean"`

	// The name or URL of the default Git repository to remove from this notebook
	// instance. This operation is idempotent. If you specify a Git repository that
	// is not associated with the notebook instance when you call this method, it
	// does not throw an error.
	DisassociateDefaultCodeRepository *bool `type:"boolean"`

	// Set to true to remove the notebook instance lifecycle configuration currently
	// associated with the notebook instance. This operation is idempotent. If you
	// specify a lifecycle configuration that is not associated with the notebook
	// instance when you call this method, it does not throw an error.
	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 (https://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 (https://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"`

	// Whether root access is enabled or disabled for users of the notebook instance.
	// The default value is Enabled.
	//
	// If you set this to Disabled, users don't have root access on the notebook
	// instance, but lifecycle configuration scripts still run with root permissions.
	RootAccess *string `type:"string" enum:"RootAccess"`

	// The size, in GB, of the ML storage volume to attach to the notebook instance.
	// The default value is 5 GB. ML storage volumes are encrypted, so Amazon SageMaker
	// can't determine the amount of available free space on the volume. Because
	// of this, you can increase the volume size when you update a notebook instance,
	// but you can't decrease the volume size. If you want to decrease the size
	// of the ML storage volume in use, create a new notebook instance with the
	// desired size.
	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) SetRootAccess added in v1.17.14 

func (s *UpdateNotebookInstanceInput) SetRootAccess(v string) *UpdateNotebookInstanceInput

SetRootAccess sets the RootAccess 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.
	// The shell script must be a base64-encoded string.
	OnCreate []*NotebookInstanceLifecycleHook `type:"list"`

	// The 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 (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 UpdateTrialComponentInput added in v1.25.47 

type UpdateTrialComponentInput struct {

	// The name of the component as displayed. The name doesn't need to be unique.
	// If DisplayName isn't specified, TrialComponentName is displayed.
	DisplayName *string `min:"1" type:"string"`

	// When the component ended.
	EndTime *time.Time `type:"timestamp"`

	// Replaces all of the component's input artifacts with the specified artifacts.
	InputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// The input artifacts to remove from the component.
	InputArtifactsToRemove []*string `type:"list"`

	// Replaces all of the component's output artifacts with the specified artifacts.
	OutputArtifacts map[string]*TrialComponentArtifact `type:"map"`

	// The output artifacts to remove from the component.
	OutputArtifactsToRemove []*string `type:"list"`

	// Replaces all of the component's hyperparameters with the specified hyperparameters.
	Parameters map[string]*TrialComponentParameterValue `type:"map"`

	// The hyperparameters to remove from the component.
	ParametersToRemove []*string `type:"list"`

	// When the component started.
	StartTime *time.Time `type:"timestamp"`

	// The new status of the component.
	Status *TrialComponentStatus `type:"structure"`

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

func (UpdateTrialComponentInput) GoString added in v1.25.47 

func (s UpdateTrialComponentInput) GoString() string

GoString returns the string representation

func (*UpdateTrialComponentInput) SetDisplayName added in v1.25.47 

func (s *UpdateTrialComponentInput) SetDisplayName(v string) *UpdateTrialComponentInput

SetDisplayName sets the DisplayName field's value.

func (*UpdateTrialComponentInput) SetEndTime added in v1.25.47 

func (s *UpdateTrialComponentInput) SetEndTime(v time.Time) *UpdateTrialComponentInput

SetEndTime sets the EndTime field's value.

func (*UpdateTrialComponentInput) SetInputArtifacts added in v1.25.47 

func (s *UpdateTrialComponentInput) SetInputArtifacts(v map[string]*TrialComponentArtifact) *UpdateTrialComponentInput

SetInputArtifacts sets the InputArtifacts field's value.

func (*UpdateTrialComponentInput) SetInputArtifactsToRemove added in v1.25.47 

func (s *UpdateTrialComponentInput) SetInputArtifactsToRemove(v []*string) *UpdateTrialComponentInput

SetInputArtifactsToRemove sets the InputArtifactsToRemove field's value.

func (*UpdateTrialComponentInput) SetOutputArtifacts added in v1.25.47 

func (s *UpdateTrialComponentInput) SetOutputArtifacts(v map[string]*TrialComponentArtifact) *UpdateTrialComponentInput

SetOutputArtifacts sets the OutputArtifacts field's value.

func (*UpdateTrialComponentInput) SetOutputArtifactsToRemove added in v1.25.47 

func (s *UpdateTrialComponentInput) SetOutputArtifactsToRemove(v []*string) *UpdateTrialComponentInput

SetOutputArtifactsToRemove sets the OutputArtifactsToRemove field's value.

func (*UpdateTrialComponentInput) SetParameters added in v1.25.47 

func (s *UpdateTrialComponentInput) SetParameters(v map[string]*TrialComponentParameterValue) *UpdateTrialComponentInput

SetParameters sets the Parameters field's value.

func (*UpdateTrialComponentInput) SetParametersToRemove added in v1.25.47 

func (s *UpdateTrialComponentInput) SetParametersToRemove(v []*string) *UpdateTrialComponentInput

SetParametersToRemove sets the ParametersToRemove field's value.

func (*UpdateTrialComponentInput) SetStartTime added in v1.25.47 

func (s *UpdateTrialComponentInput) SetStartTime(v time.Time) *UpdateTrialComponentInput

SetStartTime sets the StartTime field's value.

func (*UpdateTrialComponentInput) SetStatus added in v1.25.47 

func (s *UpdateTrialComponentInput) SetStatus(v *TrialComponentStatus) *UpdateTrialComponentInput

SetStatus sets the Status field's value.

func (*UpdateTrialComponentInput) SetTrialComponentName added in v1.25.47 

func (s *UpdateTrialComponentInput) SetTrialComponentName(v string) *UpdateTrialComponentInput

SetTrialComponentName sets the TrialComponentName field's value.

func (UpdateTrialComponentInput) String added in v1.25.47 

func (s UpdateTrialComponentInput) String() string

String returns the string representation

func (*UpdateTrialComponentInput) Validate added in v1.25.47 

func (s *UpdateTrialComponentInput) Validate() error

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

type UpdateTrialComponentOutput added in v1.25.47 

type UpdateTrialComponentOutput struct {

	// The Amazon Resource Name (ARN) of the trial component.
	TrialComponentArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (UpdateTrialComponentOutput) GoString added in v1.25.47 

func (s UpdateTrialComponentOutput) GoString() string

GoString returns the string representation

func (*UpdateTrialComponentOutput) SetTrialComponentArn added in v1.25.47 

func (s *UpdateTrialComponentOutput) SetTrialComponentArn(v string) *UpdateTrialComponentOutput

SetTrialComponentArn sets the TrialComponentArn field's value.

func (UpdateTrialComponentOutput) String added in v1.25.47 

func (s UpdateTrialComponentOutput) String() string

String returns the string representation

type UpdateTrialInput added in v1.25.47 

type UpdateTrialInput struct {

	// The name of the trial as displayed. The name doesn't need to be unique. If
	// DisplayName isn't specified, TrialName is displayed.
	DisplayName *string `min:"1" type:"string"`

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

func (UpdateTrialInput) GoString added in v1.25.47 

func (s UpdateTrialInput) GoString() string

GoString returns the string representation

func (*UpdateTrialInput) SetDisplayName added in v1.25.47 

func (s *UpdateTrialInput) SetDisplayName(v string) *UpdateTrialInput

SetDisplayName sets the DisplayName field's value.

func (*UpdateTrialInput) SetTrialName added in v1.25.47 

func (s *UpdateTrialInput) SetTrialName(v string) *UpdateTrialInput

SetTrialName sets the TrialName field's value.

func (UpdateTrialInput) String added in v1.25.47 

func (s UpdateTrialInput) String() string

String returns the string representation

func (*UpdateTrialInput) Validate added in v1.25.47 

func (s *UpdateTrialInput) Validate() error

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

type UpdateTrialOutput added in v1.25.47 

type UpdateTrialOutput struct {

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

func (UpdateTrialOutput) GoString added in v1.25.47 

func (s UpdateTrialOutput) GoString() string

GoString returns the string representation

func (*UpdateTrialOutput) SetTrialArn added in v1.25.47 

func (s *UpdateTrialOutput) SetTrialArn(v string) *UpdateTrialOutput

SetTrialArn sets the TrialArn field's value.

func (UpdateTrialOutput) String added in v1.25.47 

func (s UpdateTrialOutput) String() string

String returns the string representation

type UpdateUserProfileInput added in v1.25.47 

type UpdateUserProfileInput struct {

	// The domain ID.
	//
	// DomainId is a required field
	DomainId *string `type:"string" required:"true"`

	// The user profile name.
	//
	// UserProfileName is a required field
	UserProfileName *string `type:"string" required:"true"`

	// A collection of settings.
	UserSettings *UserSettings `type:"structure"`
	// contains filtered or unexported fields
}

func (UpdateUserProfileInput) GoString added in v1.25.47 

func (s UpdateUserProfileInput) GoString() string

GoString returns the string representation

func (*UpdateUserProfileInput) SetDomainId added in v1.25.47 

func (s *UpdateUserProfileInput) SetDomainId(v string) *UpdateUserProfileInput

SetDomainId sets the DomainId field's value.

func (*UpdateUserProfileInput) SetUserProfileName added in v1.25.47 

func (s *UpdateUserProfileInput) SetUserProfileName(v string) *UpdateUserProfileInput

SetUserProfileName sets the UserProfileName field's value.

func (*UpdateUserProfileInput) SetUserSettings added in v1.25.47 

func (s *UpdateUserProfileInput) SetUserSettings(v *UserSettings) *UpdateUserProfileInput

SetUserSettings sets the UserSettings field's value.

func (UpdateUserProfileInput) String added in v1.25.47 

func (s UpdateUserProfileInput) String() string

String returns the string representation

func (*UpdateUserProfileInput) Validate added in v1.25.47 

func (s *UpdateUserProfileInput) Validate() error

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

type UpdateUserProfileOutput added in v1.25.47 

type UpdateUserProfileOutput struct {

	// The user profile Amazon Resource Name (ARN).
	UserProfileArn *string `type:"string"`
	// contains filtered or unexported fields
}

func (UpdateUserProfileOutput) GoString added in v1.25.47 

func (s UpdateUserProfileOutput) GoString() string

GoString returns the string representation

func (*UpdateUserProfileOutput) SetUserProfileArn added in v1.25.47 

func (s *UpdateUserProfileOutput) SetUserProfileArn(v string) *UpdateUserProfileOutput

SetUserProfileArn sets the UserProfileArn field's value.

func (UpdateUserProfileOutput) String added in v1.25.47 

func (s UpdateUserProfileOutput) String() string

String returns the string representation

type UpdateWorkforceInput added in v1.28.4 

type UpdateWorkforceInput struct {

	// Use this parameter to update your OIDC Identity Provider (IdP) configuration
	// for a workforce made using your own IdP.
	OidcConfig *OidcConfig `type:"structure"`

	// A list of one to ten worker IP address ranges (CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html))
	// that can be used to access tasks assigned to this workforce.
	//
	// Maximum: Ten CIDR values
	SourceIpConfig *SourceIpConfig `type:"structure"`

	// The name of the private workforce that you want to update. You can find your
	// workforce name by using the operation.
	//
	// WorkforceName is a required field
	WorkforceName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateWorkforceInput) GoString added in v1.28.4 

func (s UpdateWorkforceInput) GoString() string

GoString returns the string representation

func (*UpdateWorkforceInput) SetOidcConfig added in v1.33.12 

func (s *UpdateWorkforceInput) SetOidcConfig(v *OidcConfig) *UpdateWorkforceInput

SetOidcConfig sets the OidcConfig field's value.

func (*UpdateWorkforceInput) SetSourceIpConfig added in v1.28.4 

func (s *UpdateWorkforceInput) SetSourceIpConfig(v *SourceIpConfig) *UpdateWorkforceInput

SetSourceIpConfig sets the SourceIpConfig field's value.

func (*UpdateWorkforceInput) SetWorkforceName added in v1.28.4 

func (s *UpdateWorkforceInput) SetWorkforceName(v string) *UpdateWorkforceInput

SetWorkforceName sets the WorkforceName field's value.

func (UpdateWorkforceInput) String added in v1.28.4 

func (s UpdateWorkforceInput) String() string

String returns the string representation

func (*UpdateWorkforceInput) Validate added in v1.28.4 

func (s *UpdateWorkforceInput) Validate() error

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

type UpdateWorkforceOutput added in v1.28.4 

type UpdateWorkforceOutput struct {

	// A single private workforce. You can create one private work force in each
	// AWS Region. By default, any workforce-related API operation used in a specific
	// region will apply to the workforce created in that region. To learn how to
	// create a private workforce, see Create a Private Workforce (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-create-private.html).
	//
	// Workforce is a required field
	Workforce *Workforce `type:"structure" required:"true"`
	// contains filtered or unexported fields
}

func (UpdateWorkforceOutput) GoString added in v1.28.4 

func (s UpdateWorkforceOutput) GoString() string

GoString returns the string representation

func (*UpdateWorkforceOutput) SetWorkforce added in v1.28.4 

func (s *UpdateWorkforceOutput) SetWorkforce(v *Workforce) *UpdateWorkforceOutput

SetWorkforce sets the Workforce field's value.

func (UpdateWorkforceOutput) String added in v1.28.4 

func (s UpdateWorkforceOutput) 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 contains objects that identify the
	// workers that make up the work team.
	//
	// Workforces can be created using Amazon Cognito or your own OIDC Identity
	// Provider (IdP). For private workforces created using Amazon Cognito use CognitoMemberDefinition.
	// For workforces created using your own OIDC identity provider (IdP) use OidcMemberDefinition.
	// You should not provide input for both of these parameters in a single request.
	//
	// For workforces created using Amazon Cognito, private work teams correspond
	// to Amazon Cognito user groups within the user pool used to create a workforce.
	// All of the CognitoMemberDefinition objects that make up the member definition
	// must have the same ClientId and UserPool values. To add a Amazon Cognito
	// user group to an existing worker pool, see Adding groups to a User Pool.
	// For more information about user pools, see Amazon Cognito User Pools (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).
	//
	// For workforces created using your own OIDC IdP, specify the user groups that
	// you want to include in your private work team in OidcMemberDefinition by
	// listing those groups in Groups. Be aware that user groups that are already
	// in the work team must also be listed in Groups when you make this request
	// to remain on the work team. If you do not include these user groups, they
	// will no longer be associated with the work team you update.
	MemberDefinitions []*MemberDefinition `min:"1" type:"list"`

	// Configures SNS topic notifications for available or expiring work items
	NotificationConfiguration *NotificationConfiguration `type:"structure"`

	// 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) SetNotificationConfiguration added in v1.19.27 

func (s *UpdateWorkteamInput) SetNotificationConfiguration(v *NotificationConfiguration) *UpdateWorkteamInput

SetNotificationConfiguration sets the NotificationConfiguration 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 UserContext added in v1.25.47 

type UserContext struct {

	// The domain associated with the user.
	DomainId *string `type:"string"`

	// The Amazon Resource Name (ARN) of the user's profile.
	UserProfileArn *string `type:"string"`

	// The name of the user's profile.
	UserProfileName *string `type:"string"`
	// contains filtered or unexported fields
}

Information about the user who created or modified an experiment, trial, or trial component.

func (UserContext) GoString added in v1.25.47 

func (s UserContext) GoString() string

GoString returns the string representation

func (*UserContext) SetDomainId added in v1.25.47 

func (s *UserContext) SetDomainId(v string) *UserContext

SetDomainId sets the DomainId field's value.

func (*UserContext) SetUserProfileArn added in v1.25.47 

func (s *UserContext) SetUserProfileArn(v string) *UserContext

SetUserProfileArn sets the UserProfileArn field's value.

func (*UserContext) SetUserProfileName added in v1.25.47 

func (s *UserContext) SetUserProfileName(v string) *UserContext

SetUserProfileName sets the UserProfileName field's value.

func (UserContext) String added in v1.25.47 

func (s UserContext) String() string

String returns the string representation

type UserProfileDetails added in v1.25.47 

type UserProfileDetails struct {

	// The creation time.
	CreationTime *time.Time `type:"timestamp"`

	// The domain ID.
	DomainId *string `type:"string"`

	// The last modified time.
	LastModifiedTime *time.Time `type:"timestamp"`

	// The status.
	Status *string `type:"string" enum:"UserProfileStatus"`

	// The user profile name.
	UserProfileName *string `type:"string"`
	// contains filtered or unexported fields
}

The user profile details.

func (UserProfileDetails) GoString added in v1.25.47 

func (s UserProfileDetails) GoString() string

GoString returns the string representation

func (*UserProfileDetails) SetCreationTime added in v1.25.47 

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

SetCreationTime sets the CreationTime field's value.

func (*UserProfileDetails) SetDomainId added in v1.25.47 

func (s *UserProfileDetails) SetDomainId(v string) *UserProfileDetails

SetDomainId sets the DomainId field's value.

func (*UserProfileDetails) SetLastModifiedTime added in v1.25.47 

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

SetLastModifiedTime sets the LastModifiedTime field's value.

func (*UserProfileDetails) SetStatus added in v1.25.47 

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

SetStatus sets the Status field's value.

func (*UserProfileDetails) SetUserProfileName added in v1.25.47 

func (s *UserProfileDetails) SetUserProfileName(v string) *UserProfileDetails

SetUserProfileName sets the UserProfileName field's value.

func (UserProfileDetails) String added in v1.25.47 

func (s UserProfileDetails) String() string

String returns the string representation

type UserSettings added in v1.25.47 

type UserSettings struct {

	// The execution role for the user.
	ExecutionRole *string `min:"20" type:"string"`

	// The Jupyter server's app settings.
	JupyterServerAppSettings *JupyterServerAppSettings `type:"structure"`

	// The kernel gateway app settings.
	KernelGatewayAppSettings *KernelGatewayAppSettings `type:"structure"`

	// The security groups.
	SecurityGroups []*string `type:"list"`

	// The sharing settings.
	SharingSettings *SharingSettings `type:"structure"`

	// The TensorBoard app settings.
	TensorBoardAppSettings *TensorBoardAppSettings `type:"structure"`
	// contains filtered or unexported fields
}

A collection of settings.

func (UserSettings) GoString added in v1.25.47 

func (s UserSettings) GoString() string

GoString returns the string representation

func (*UserSettings) SetExecutionRole added in v1.25.47 

func (s *UserSettings) SetExecutionRole(v string) *UserSettings

SetExecutionRole sets the ExecutionRole field's value.

func (*UserSettings) SetJupyterServerAppSettings added in v1.25.47 

func (s *UserSettings) SetJupyterServerAppSettings(v *JupyterServerAppSettings) *UserSettings

SetJupyterServerAppSettings sets the JupyterServerAppSettings field's value.

func (*UserSettings) SetKernelGatewayAppSettings added in v1.25.47 

func (s *UserSettings) SetKernelGatewayAppSettings(v *KernelGatewayAppSettings) *UserSettings

SetKernelGatewayAppSettings sets the KernelGatewayAppSettings field's value.

func (*UserSettings) SetSecurityGroups added in v1.25.47 

func (s *UserSettings) SetSecurityGroups(v []*string) *UserSettings

SetSecurityGroups sets the SecurityGroups field's value.

func (*UserSettings) SetSharingSettings added in v1.25.47 

func (s *UserSettings) SetSharingSettings(v *SharingSettings) *UserSettings

SetSharingSettings sets the SharingSettings field's value.

func (*UserSettings) SetTensorBoardAppSettings added in v1.25.47 

func (s *UserSettings) SetTensorBoardAppSettings(v *TensorBoardAppSettings) *UserSettings

SetTensorBoardAppSettings sets the TensorBoardAppSettings field's value.

func (UserSettings) String added in v1.25.47 

func (s UserSettings) String() string

String returns the string representation

func (*UserSettings) Validate added in v1.25.47 

func (s *UserSettings) Validate() error

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

type VariantProperty added in v1.29.11 

type VariantProperty struct {

	// The type of variant property. The supported values are:
	//
	//    * DesiredInstanceCount: Overrides the existing variant instance counts
	//    using the ProductionVariant$InitialInstanceCount values in the CreateEndpointConfigInput$ProductionVariants.
	//
	//    * DesiredWeight: Overrides the existing variant weights using the ProductionVariant$InitialVariantWeight
	//    values in the CreateEndpointConfigInput$ProductionVariants.
	//
	//    * DataCaptureConfig: (Not currently supported.)
	//
	// VariantPropertyType is a required field
	VariantPropertyType *string `type:"string" required:"true" enum:"VariantPropertyType"`
	// contains filtered or unexported fields
}

Specifies a production variant property type for an Endpoint.

If you are updating an endpoint with the UpdateEndpointInput$RetainAllVariantProperties option set to true, the VariantProperty objects listed in UpdateEndpointInput$ExcludeRetainedVariantProperties override the existing variant properties of the endpoint.

func (VariantProperty) GoString added in v1.29.11 

func (s VariantProperty) GoString() string

GoString returns the string representation

func (*VariantProperty) SetVariantPropertyType added in v1.29.11 

func (s *VariantProperty) SetVariantPropertyType(v string) *VariantProperty

SetVariantPropertyType sets the VariantPropertyType field's value.

func (VariantProperty) String added in v1.29.11 

func (s VariantProperty) String() string

String returns the string representation

func (*VariantProperty) Validate added in v1.29.11 

func (s *VariantProperty) Validate() error

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

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. For information about the availability of specific instance
	// types, see Supported Instance Types and Availability Zones (https://docs.aws.amazon.com/sagemaker/latest/dg/instance-types-az.html).
	//
	// 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 (https://docs.aws.amazon.com/sagemaker/latest/dg/host-vpc.html) and Protect Training Jobs by Using an Amazon Virtual Private Cloud (https://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 Workforce added in v1.28.4 

type Workforce struct {

	// The configuration of an Amazon Cognito workforce. A single Cognito workforce
	// is created using and corresponds to a single Amazon Cognito user pool (https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-identity-pools.html).
	CognitoConfig *CognitoConfig `type:"structure"`

	// The date that the workforce is created.
	CreateDate *time.Time `type:"timestamp"`

	// The most recent date that was used to successfully add one or more IP address
	// ranges (CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html))
	// to a private workforce's allow list.
	LastUpdatedDate *time.Time `type:"timestamp"`

	// The configuration of an OIDC Identity Provider (IdP) private workforce.
	OidcConfig *OidcConfigForResponse `type:"structure"`

	// A list of one to ten IP address ranges (CIDRs (https://docs.aws.amazon.com/vpc/latest/userguide/VPC_Subnets.html))
	// to be added to the workforce allow list. By default, a workforce isn't restricted
	// to specific IP addresses.
	SourceIpConfig *SourceIpConfig `type:"structure"`

	// The subdomain for your OIDC Identity Provider.
	SubDomain *string `type:"string"`

	// The Amazon Resource Name (ARN) of the private workforce.
	//
	// WorkforceArn is a required field
	WorkforceArn *string `type:"string" required:"true"`

	// The name of the private workforce.
	//
	// WorkforceName is a required field
	WorkforceName *string `min:"1" type:"string" required:"true"`
	// contains filtered or unexported fields
}

A single private workforce, which is automatically created when you create your first private work team. You can create one private work force in each AWS Region. By default, any workforce-related API operation used in a specific region will apply to the workforce created in that region. To learn how to create a private workforce, see Create a Private Workforce (https://docs.aws.amazon.com/sagemaker/latest/dg/sms-workforce-create-private.html).

func (Workforce) GoString added in v1.28.4 

func (s Workforce) GoString() string

GoString returns the string representation

func (*Workforce) SetCognitoConfig added in v1.33.12 

func (s *Workforce) SetCognitoConfig(v *CognitoConfig) *Workforce

SetCognitoConfig sets the CognitoConfig field's value.

func (*Workforce) SetCreateDate added in v1.33.12 

func (s *Workforce) SetCreateDate(v time.Time) *Workforce

SetCreateDate sets the CreateDate field's value.

func (*Workforce) SetLastUpdatedDate added in v1.28.4 

func (s *Workforce) SetLastUpdatedDate(v time.Time) *Workforce

SetLastUpdatedDate sets the LastUpdatedDate field's value.

func (*Workforce) SetOidcConfig added in v1.33.12 

func (s *Workforce) SetOidcConfig(v *OidcConfigForResponse) *Workforce

SetOidcConfig sets the OidcConfig field's value.

func (*Workforce) SetSourceIpConfig added in v1.28.4 

func (s *Workforce) SetSourceIpConfig(v *SourceIpConfig) *Workforce

SetSourceIpConfig sets the SourceIpConfig field's value.

func (*Workforce) SetSubDomain added in v1.33.12 

func (s *Workforce) SetSubDomain(v string) *Workforce

SetSubDomain sets the SubDomain field's value.

func (*Workforce) SetWorkforceArn added in v1.28.4 

func (s *Workforce) SetWorkforceArn(v string) *Workforce

SetWorkforceArn sets the WorkforceArn field's value.

func (*Workforce) SetWorkforceName added in v1.28.4 

func (s *Workforce) SetWorkforceName(v string) *Workforce

SetWorkforceName sets the WorkforceName field's value.

func (Workforce) String added in v1.28.4 

func (s Workforce) String() string

String returns the string representation

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"`

	// A list of MemberDefinition objects that contains objects that identify the
	// workers that make up the work team.
	//
	// Workforces can be created using Amazon Cognito or your own OIDC Identity
	// Provider (IdP). For private workforces created using Amazon Cognito use CognitoMemberDefinition.
	// For workforces created using your own OIDC identity provider (IdP) use OidcMemberDefinition.
	//
	// MemberDefinitions is a required field
	MemberDefinitions []*MemberDefinition `min:"1" type:"list" required:"true"`

	// Configures SNS notifications of available or expiring work items for work
	// teams.
	NotificationConfiguration *NotificationConfiguration `type:"structure"`

	// 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) of the workforce.
	WorkforceArn *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) SetNotificationConfiguration added in v1.19.27 

func (s *Workteam) SetNotificationConfiguration(v *NotificationConfiguration) *Workteam

SetNotificationConfiguration sets the NotificationConfiguration 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) SetWorkforceArn added in v1.33.12 

func (s *Workteam) SetWorkforceArn(v string) *Workteam

SetWorkforceArn sets the WorkforceArn 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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